Joint Declaration: The freedom of science is at the heart of liberal, democratic societies. Without this freedom, it is impossible for scientific efforts to be geared toward gaining knowledge and facts. It is therefore extremely worrying that the scientific freedom is coming under increasing pressure in various regions of the world. (read more)

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Quan Z. Sheng

Michael Sheng 0001 – Quanzheng Sheng

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affiliation: Macquarie University, Sydney, Australia
affiliation: University of Adelaide, Australia

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2025
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Yaolin Zhou, Zhaoyang Zhang, Xiaoyu Wang, Quanzheng Sheng, Rongying Zhao:
Multimodal archive resources organization based on deep learning: a prospective framework. Aslib J. Inf. Manag. 77(3): 530-553 (2025)
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Zhenyu Yang, Ge Zhang, Jia Wu, Jian Yang, Quan Z. Sheng, Shan Xue, Chuan Zhou, Charu Aggarwal, Hao Peng, Wenbin Hu, Edwin R. Hancock, Pietro Liò:
State of the Art and Potentialities of Graph-level Learning. ACM Comput. Surv. 57(2): 28:1-28:40 (2025)
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Zihao Li, Chao Yang, Yakun Chen, Xianzhi Wang, Hongxu Chen, Guandong Xu, Lina Yao, Michael Sheng:
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey. ACM Comput. Surv. 57(2): 40:1-40:37 (2025)
[j247]
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Xianzhi Zhang, Yipeng Zhou, Di Wu, Quan Z. Sheng, Shazia Riaz, Miao Hu, Linchang Xiao:
A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges. ACM Comput. Surv. 57(5): 114:1-114:38 (2025)
[j246]
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Jianchao Lu, Yuzhe Tian, Yang Zhang, Quan Z. Sheng, James Xi Zheng:
LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(1): 11:1-11:28 (2025)
[j245]
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Muhammad Sajjad Akbar, Zawar Hussain, Muhammad Ikram, Quan Z. Sheng, Subhas Chandra Mukhopadhyay:
On challenges of sixth-generation (6G) wireless networks: A comprehensive survey of requirements, applications, and security issues. J. Netw. Comput. Appl. 233: 104040 (2025)
[j244]
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Yang Zhang, Yufei Wang, Quan Z. Sheng, Lina Yao, Haihua Chen, Kai Wang, Adnan Mahmood, Wei Emma Zhang, Munazza Zaib, Subhash Sagar, Rongying Zhao:
Deep learning meets bibliometrics: A survey of citation function classification. J. Informetrics 19(1): 101608 (2025)
[j243]
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Jing Teng, Ruge Yang, Tian Wang, Junzhe Du, Quan Z. Sheng:
OntoCPS4PMS: Ontology modeling for collaborative cyber-physical threat defense in power monitoring system. Syst. Eng. 28(1): 29-44 (2025)
[j242]
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Shuang Wang, He Zhang, Quan Z. Sheng, Xiaoping Li, Zhu Sun, Taotao Cai, Wei Emma Zhang, Jian Yang, Qing Gao:
A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities. IEEE Trans. Big Data 11(2): 314-332 (2025)
[j241]
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Haojie Zhuang, Wei Zhang, Weitong Chen, Jian Yang, Quan Z. Sheng:
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation. ACM Trans. Intell. Syst. Technol. 16(1): 9:1-9:23 (2025)
[j240]
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Xiaoxiao Ma, Fanzhen Liu, Jia Wu, Jian Yang, Shan Xue, Quan Z. Sheng:
Rethinking Unsupervised Graph Anomaly Detection With Deep Learning: Residuals and Objectives. IEEE Trans. Knowl. Data Eng. 37(2): 881-895 (2025)
[j239]
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Simi Job, Xiaohui Tao, Taotao Cai, Lin Li, Quan Z. Sheng, Haoran Xie, Jianming Yong:
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance. World Wide Web (WWW) 28(3): 30 (2025)
[e36]
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  - conf/adma/2024-1
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Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma:
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15387, Springer 2025, ISBN 978-981-96-0810-2 [contents]
[e35]
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Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma:
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15388, Springer 2025, ISBN 978-981-96-0813-3 [contents]
[e34]
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Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma:
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part III. Lecture Notes in Computer Science 15389, Springer 2025, ISBN 978-981-96-0820-1 [contents]
[e33]
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Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma:
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part IV. Lecture Notes in Computer Science 15390, Springer 2025, ISBN 978-981-96-0839-3 [contents]
[e32]
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Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma:
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part V. Lecture Notes in Computer Science 15391, Springer 2025, ISBN 978-981-96-0846-1 [contents]
[e31]
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  - conf/adma/2024-6
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Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma:
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part VI. Lecture Notes in Computer Science 15392, Springer 2025, ISBN 978-981-96-0849-2 [contents]
[e30]
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  - conf/icsoc/2024-1
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Walid Gaaloul, Michael Sheng, Qi Yu, Sami Yangui:
Service-Oriented Computing - 22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15404, Springer 2025, ISBN 978-981-96-0804-1 [contents]
[e29]
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Walid Gaaloul, Michael Sheng, Qi Yu, Sami Yangui:
Service-Oriented Computing - 22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15405, Springer 2025, ISBN 978-981-96-0807-2 [contents]
[i87]
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  - journals/corr/abs-2501-15289
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Chonghe Zhao, Yipeng Zhou, Sheng-Li Zhang, Quan Z. Sheng, Yang Zhang, Shiting Wen:
ExClique: An Express Consensus Algorithm for High-Speed Transaction Process in Blockchains. CoRR abs/2501.15289 (2025)
2024
[b5]
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng:
Towards Resilient Social IoT Sensors and Networks - A Trust Management Approach. Springer 2024, ISBN 978-3-031-60700-4, pp. 1-114
[j238]
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Dongyuan Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng:
Communication cost-aware client selection in online federated learning: A Lyapunov approach. Comput. Networks 249: 110517 (2024)
[j237]
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Wei Emma Zhang, Yang Zhang, Jitander Kumar Pabani:
Understanding the trustworthiness management in the social Internet of Things: A survey. Comput. Networks 251: 110611 (2024)
[j236]
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Munazza Zaib, Farhan Sufyan:
Can we quantify trust? Towards a trust-based resilient SIoT network. Computing 106(2): 557-577 (2024)
[j235]
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Xiu Susie Fang, Xianzhi Wang, Quan Z. Sheng, Lina Yao:
Generalizing truth discovery by incorporating multi-truth features. Computing 106(5): 1557-1583 (2024)
[j234]
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  - journals/computing/ShengCM24
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Michael Sheng, Taotao Cai, Adnan Mahmood:
Special issue on link prediction in complex networks. Computing 106(7): 2079 (2024)
[j233]
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  - journals/concurrency/YanYMXS24
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Yan Yan, Pengbin Yan, Adnan Mahmood, Fei Xu, Quan Z. Sheng:
Towards achieving geo-indistinguishability for 3D GPS location: A 3D Laplace mechanism approach. Concurr. Comput. Pract. Exp. 36(14) (2024)
[j232]
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  - journals/csur/SunHWWYSD24
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Danfeng Sun, Junjie Hu, Huifeng Wu, Jia Wu, Jian Yang, Quan Z. Sheng, Schahram Dustdar:
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT. ACM Comput. Surv. 56(2): 50:1-50:37 (2024)
[j231]
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  - journals/eswa/MengLCSYS24
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Lingqiang Meng, Zhizhong Liu, Dianhui Chu, Quan Z. Sheng, Jian Yu, Xiaoyu Song:
POI recommendation for occasional groups Based on hybrid graph neural networks. Expert Syst. Appl. 237(Part B): 121583 (2024)
[j230]
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Yuhang Sun, Zhizhong Liu, Quan Z. Sheng, Dianhui Chu, Jian Yu, Hongxiang Sun:
Similar modality completion-based multimodal sentiment analysis under uncertain missing modalities. Inf. Fusion 110: 102454 (2024)
[j229]
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Zhizhong Liu, Lingqiang Meng, Quan Z. Sheng, Dianhui Chu, Jian Yu, Xiaoyu Song:
POI recommendation for random groups based on cooperative graph neural networks. Inf. Process. Manag. 61(2): 103676 (2024)
[j228]
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  - journals/ivc/LotfiJBFSB24
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Fariba Lotfi, Mansour Jamzad, Hamid Beigy, Helia Farhood, Quan Z. Sheng, Amin Beheshti:
Knowledge graph construction in hyperbolic space for automatic image annotation. Image Vis. Comput. 151: 105293 (2024)
[j227]
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Yan Yan, Pengbin Yan, Adnan Mahmood, Yang Zhang, Quan Z. Sheng:
Achieving local differential location privacy protection in 3D space via Hilbert encoding and optimized random response. J. King Saud Univ. Comput. Inf. Sci. 36(6): 102085 (2024)
[j226]
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Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng, Yinggui Wang, Song Guo:
Fast-Convergent Wireless Federated Learning: A Voting-Based TopK Model Compression Approach. IEEE J. Sel. Areas Commun. 42(11): 3048-3063 (2024)
[j225]
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Jiaqi Ge, Gaochao Xu, Jianchao Lu, Chenhao Xu, Quan Z. Sheng, Xi Zheng:
FedAGA: A federated learning framework for enhanced inter-client relationship learning. Knowl. Based Syst. 286: 111399 (2024)
[j224]
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Yao Liu, Zesheng Ye, Rui Wang, Binghao Li, Quan Z. Sheng, Lina Yao:
Uncertainty-aware pedestrian trajectory prediction via distributional diffusion. Knowl. Based Syst. 296: 111862 (2024)
[j223]
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Mingkai Tian, Guorong Li, Yuankai Qi, Shuhui Wang, Quan Z. Sheng, Qingming Huang:
Rethink video retrieval representation for video captioning. Pattern Recognit. 156: 110744 (2024)
[j222]
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  - journals/tai/ShabaniWBSFHHS24
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Nasrin Shabani, Jia Wu, Amin Beheshti, Quan Z. Sheng, Jin Foo, Venus Haghighi, Ambreen Hanif, Maryam Shahabikargar:
A Comprehensive Survey on Graph Summarization With Graph Neural Networks. IEEE Trans. Artif. Intell. 5(8): 3780-3800 (2024)
[j221]
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Tieliang Gao, Li Duan, Lufeng Feng, Wei Ni, Quan Z. Sheng:
A Novel Blockchain-based Responsible Recommendation System for Service Process Creation and Recommendation. ACM Trans. Intell. Syst. Technol. 15(4): 79:1-79:24 (2024)
[j220]
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Taotao Cai, Qi Lei, Quan Z. Sheng, Ningning Cui, Shuiqiao Yang, Jian Yang, Wei Emma Zhang, Adnan Mahmood:
Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks. IEEE Trans. Knowl. Data Eng. 36(5): 2151-2165 (2024)
[j219]
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Songwei Zhang, Tie Qiu, Weisheng Si, Quan Z. Sheng, Dapeng Oliver Wu:
TEAM: A Layered-Cooperation Topology Evolution Algorithm for Multi-Sink Internet of Things. IEEE Trans. Mob. Comput. 23(5): 3754-3768 (2024)
[j218]
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  - journals/tmm/CaoYPSC24
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Yuanjiang Cao, Lina Yao, Le Pan, Quan Z. Sheng, Xiaojun Chang:
Guided Image-to-Image Translation by Discriminator-Generator Communication. IEEE Trans. Multim. 26: 1528-1538 (2024)
[j217]
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Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu:
A Comprehensive Survey on Community Detection With Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 35(4): 4682-4702 (2024)
[j216]
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Zhizhong Liu, Quan Z. Sheng, Dianhui Chu, Xiaofei Xu, Hedan Zheng, Kai Feng:
Proactive Recommendation of Composite Services in Multi-Access Edge Computing. IEEE Trans. Serv. Comput. 17(2): 631-644 (2024)
[j215]
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Mingyi Liu, Hanchuan Xu, Quan Z. Sheng, Zhongjie Wang:
QoSGNN: Boosting QoS Prediction Performance With Graph Neural Networks. IEEE Trans. Serv. Comput. 17(2): 645-658 (2024)
[c276]
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  - conf/IEEEcloud/JinS24
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Zhi Jin, Michael Sheng:
IEEE 2024 World Congress on Services. CLOUD 2024: xiii-xiv
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  - conf/IEEEscc/MahmoodS24
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Adnan Mahmood, Quan Z. Sheng:
Software Engineering Education - An Australian Higher Education Perspective. SSE 2024: 268-272
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Zhaoyang Zhang, Hongtang Cao, Xiaoyu Wang, Yang Zhang, Quan Z. Sheng:
Ontology-Driven Archival Knowledge Graph Construction Leveraging Large Language Models. ACIS 2024
[c273]
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Xiu Susie Fang, Haiyan Zhuo, Quan Z. Sheng, Yihong Zhang, Tiancheng Zhu, Xinyang Du, Guohao Sun:
Truth Discovery in Social Sensing Based on Propagation Pattern and Multi-Modal Semantic Consistency Analysis. ADMA (5) 2024: 63-78
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Saqr Khalil Saeed Thabet, Behnaz Soltani, Yipeng Zhou, Quan Z. Sheng, Shiting Wen:
Towards Efficient Decentralized Federated Learning: A Survey. ADMA (2) 2024: 208-222
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Kasun Eranda Wijethilake, Adnan Mahmood, Quan Z. Sheng:
FedCLF - Towards Efficient Participant Selection for Federated Learning in Heterogeneous IoV Networks. ADMA (2) 2024: 223-238
[c270]
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Fahmida Islam, Adnan Mahmood, Noorain Mukhtiar, Kasun Eranda Wijethilake, Quan Z. Sheng:
FairEquityFL - A Fair and Equitable Client Selection in Federated Learning for Heterogeneous IoV Networks. ADMA (2) 2024: 254-269
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Manoj Madushanka Perera, Adnan Mahmood, Kasun Eranda Wijethilake, Quan Z. Sheng:
Towards Adaptive Context Management for Intelligent Conversational Question Answering. ADMA (5) 2024: 360-375
[c268]
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Behnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao:
DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection. CIKM 2024: 2108-2117
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Haojie Zhuang, Wei Emma Zhang, Jian Yang, Weitong Chen, Quan Z. Sheng:
Not All Negatives are Equally Negative: Soft Contrastive Learning for Unsupervised Sentence Representations. CIKM 2024: 3591-3601
[c266]
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Taotao Cai, Shuiqiao Yang, Jianxin Li, Quan Z. Sheng, Jian Yang, Xin Wang, Wei Emma Zhang, Longxiang Gao:
Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks (Extended Abstract). ICDE 2024: 5723-5724
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Venus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu, Yang Zhang, Lina Yao, Quan Z. Sheng, Jian Yang:
TROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster Detection. ICDM 2024: 121-130
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Qing Lu, Miao Hu, Di Wu, Yipeng Zhou, Mohsen Guizani, Quan Z. Sheng:
FGLBA: Enabling Highly-Effective and Stealthy Backdoor Attack on Federated Graph Learning. ICDM 2024: 791-796
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Zekun Xu, Yipeng Zhou, Quan Z. Sheng, Chao Li, Tongtong Lou, Weipeng Jing:
Adaptive Global-local Fusion Network Based Deep Unsupervised Hashing for Remote Sensing Image Retrieval. ICME 2024: 1-6
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Jiahao Liu, Yipeng Zhou, Di Wu, Miao Hu, Mohsen Guizani, Quan Z. Sheng:
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees. ICML 2024
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Zhaoyang Zhang, Yang Zhang, Quan Z. Sheng, Adnan Mahmood, Yimeng Feng, Xiaoyu Wang, Yaolin Zhou:
Multimodal Archival Data Ecosystems. ICWS 2024: 73-83
[c260]
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Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul F. Sowman, Alexis Giral, Philip S. Yu:
Graph Neural Networks for Brain Graph Learning: A Survey. IJCAI 2024: 8170-8178
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Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo:
DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. INFOCOM 2024: 1711-1720
[c258]
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Yao Liu, Ruoyu Wang, Yuanjiang Cao, Quan Z. Sheng, Lina Yao:
Multi-agent Traffic Prediction via Denoised Endpoint Distribution. IROS 2024: 13648-13655
[c257]
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Jing Du, Guangwei Dong, Congbo Ma, Shan Xue, Jia Wu, Jian Yang, Amin Beheshti, Quan Z. Sheng, Alexis Giral:
Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification. MICCAI (10) 2024: 229-239
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Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Elaf Alhazmi, Adnan Mahmood:
Learning Contrastive Representations for Dense Passage Retrieval in Open-Domain Conversational Question Answering. WISE (1) 2024: 3-13
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Venus Haghighi, Nasrin Shabani, Behnaz Soltani, Lina Yao, Quan Z. Sheng, Jian Yang, Amin Beheshti:
Robust Graph Learning Against Camouflaged Malicious Actors. WISE (2) 2024: 146-161
[e28]
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  - conf/IEEEcloud/2024
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Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi L. Atukorala, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Tevfik Kosar, Santonu Sarkar, Sreekrishnan Venkateswaran, Shangguang Wang, Xuanzhe Liu, Seetharami Seelam, Chandra Narayanaswami, Ziliang Zong:
17th IEEE International Conference on Cloud Computing, CLOUD 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6853-6 [contents]
[e27]
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Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Nimanthi L. Atukorala, Hongyue Wu, Shiqiang Wang, Shuiguang Deng, Nirmit Desai, Gopal Pingali, Javid Taheri, K. V. Subramaniam, Feras M. Awaysheh, Kaoutar El Maghaouri, Yingjie Wang:
IEEE International Conference on Edge Computing and Communications, EDGE 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6849-9 [contents]
[e26]
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Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Ismael Faro, Frank Leymann, Johanna Barzen, Salvador de la Puente, Sebastian Feld, Manuel Wimmer, Nimanthi Atukorala, Hongyue Wu, David Elkouss, José García-Alonso, Aritra Sarkar:
IEEE International Conference on Quantum Software, QSW 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6847-5 [contents]
[i86]
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  - journals/corr/abs-2402-01512
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Elaf Alhazmi, Quan Z. Sheng, Wei Emma Zhang, Munazza Zaib, Ahoud Alhazmi:
Distractor Generation for Multiple-Choice Questions: A Survey of Methods, Datasets, and Evaluation. CoRR abs/2402.01512 (2024)
[i85]
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  - journals/corr/abs-2402-03881
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Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo:
DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. CoRR abs/2402.03881 (2024)
[i84]
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  - journals/corr/abs-2405-01844
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Xianzhi Zhang, Yipeng Zhou, Di Wu, Shazia Riaz, Quan Z. Sheng, Miao Hu, Linchang Xiao:
A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges. CoRR abs/2405.01844 (2024)
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  - journals/corr/abs-2405-07041
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Yao Liu, Ruoyu Wang, Yuanjiang Cao, Quan Z. Sheng, Lina Yao:
Multi-agent Traffic Prediction via Denoised Endpoint Distribution. CoRR abs/2405.07041 (2024)
[i82]
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Yunchuan Ma, Laiyun Qing, Guorong Li, Yuankai Qi, Quan Z. Sheng, Qingming Huang:
Retrieval Enhanced Zero-Shot Video Captioning. CoRR abs/2405.07046 (2024)
[i81]
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Yao Liu, Quan Z. Sheng, Lina Yao:
Modeling Pedestrian Intrinsic Uncertainty for Multimodal Stochastic Trajectory Prediction via Energy Plan Denoising. CoRR abs/2405.07164 (2024)
[i80]
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  - journals/corr/abs-2406-02594
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Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul F. Sowman, Alexis Giral, Philip S. Yu:
Graph Neural Networks for Brain Graph Learning: A Survey. CoRR abs/2406.02594 (2024)
[i79]
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  - journals/corr/abs-2408-08642
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Jiating Ma, Yipeng Zhou, Qi Li, Quan Z. Sheng, Laizhong Cui, Jiangchuan Liu:
The Power of Bias: Optimizing Client Selection in Federated Learning with Heterogeneous Differential Privacy. CoRR abs/2408.08642 (2024)
[i78]
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  - journals/corr/abs-2408-09478
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Huitong Jin, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng:
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training. CoRR abs/2408.09478 (2024)
[i77]
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  - journals/corr/abs-2408-14735
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Xianzhi Zhang, Yipeng Zhou, Di Wu, Quan Z. Sheng, Miao Hu, Linchang Xiao:
PPVF: An Efficient Privacy-Preserving Online Video Fetching Framework with Correlated Differential Privacy. CoRR abs/2408.14735 (2024)
[i76]
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  - journals/corr/abs-2408-14851
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Zihao Li, Chao Yang, Yakun Chen, Xianzhi Wang, Hongxu Chen, Guandong Xu, Lina Yao, Quan Z. Sheng:
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey. CoRR abs/2408.14851 (2024)
[i75]
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  - journals/corr/abs-2411-12588
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Congbo Ma, Hu Wang, Zitai Qiu, Shan Xue, Jia Wu, Jian Yang, Preslav Nakov, Quan Z. Sheng:
Learning To Sample the Meta-Paths for Social Event Detection. CoRR abs/2411.12588 (2024)
[i74]
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  - journals/corr/abs-2411-17361
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Jing Du, Zesheng Ye, Bin Guo, Zhiwen Yu, Jia Wu, Jian Yang, Michael Sheng, Lina Yao:
Towards Robust Cross-Domain Recommendation with Joint Identifiability of User Preference. CoRR abs/2411.17361 (2024)
[i73]
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  - journals/corr/abs-2412-02934
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Xianzhi Zhang, Yipeng Zhou, Miao Hu, Di Wu, Pengshan Liao, Mohsen Guizani, Michael Sheng:
BGTplanner: Maximizing Training Accuracy for Differentially Private Federated Recommenders via Strategic Privacy Budget Allocation. CoRR abs/2412.02934 (2024)
2023
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  - journals/access/KondothSSH23
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Lashmi Kondoth, Rajan Shankaran, Quan Z. Sheng, Richard Han:
Wireless Network-on-Chip Security Review: Attack Taxonomy, Implications, and Countermeasures. IEEE Access 11: 122876-122892 (2023)
[j213]
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Shuang Wang, Amin Beheshti, Yufei Wang, Jianchao Lu, Quan Z. Sheng, Stephen Elbourn, Hamid Alinejad-Rokny:
Learning Distributed Representations and Deep Embedded Clustering of Texts. Algorithms 16(3): 158 (2023)
[j212]
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  - journals/caaitrit/MeoJYS23
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Pasquale De Meo, Qun Jin, Jianguo Yao, Michael Sheng:
Guest Editorial: Special issue on machine learning and deep learning algorithms for complex networks. CAAI Trans. Intell. Technol. 8(1): 1-2 (2023)
[j211]
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  - journals/computing/YanSMCXS23
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Yan Yan, Zichao Sun, Adnan Mahmood, Yiming Cong, Fei Xu, Quan Z. Sheng:
ST-Resnet: a deep learning-based privacy preserving differential publishing method for location statistics. Computing 105(11): 2363-2387 (2023)
[j210]
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Congbo Ma, Wei Emma Zhang, Mingyu Guo, Hu Wang, Quan Z. Sheng:
Multi-document Summarization via Deep Learning Techniques: A Survey. ACM Comput. Surv. 55(5): 102:1-102:37 (2023)
[j209]
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Tian Wang, Yuzhu Liang, Xuewei Shen, Xi Zheng, Adnan Mahmood, Quan Z. Sheng:
Edge Computing and Sensor-Cloud: Overview, Solutions, and Directions. ACM Comput. Surv. 55(13s): 281:1-281:37 (2023)
[j208]
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  - journals/fgcs/LiuZCSYX23
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Zhizhong Liu, Hedan Zheng, Dianhui Chu, Quan Z. Sheng, Jian Yu, Xiaofei Xu:
Towards dynamic reconfiguration of composite services via failure estimation of general and domain quality of services. Future Gener. Comput. Syst. 143: 76-92 (2023)
[j207]
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  - journals/nca/TranSZAZHTK23
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Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Abdulwahab Aljubairy, Munazza Zaib, Salma Abdalla Hamad, Nguyen Hoang Tran, Nguyen Lu Dang Khoa:
HeteGraph: graph learning in recommender systems via graph convolutional networks. Neural Comput. Appl. 35(18): 13047-13063 (2023)
[j206]
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  - journals/sensors/SiddiquiMSSN23
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Sarah Ali Siddiqui, Adnan Mahmood, Quan Z. Sheng, Hajime Suzuki, Wei Ni:
Towards a Machine Learning Driven Trust Management Heuristic for the Internet of Vehicles. Sensors 23(4): 2325 (2023)
[j205]
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  - journals/tbd/AnwarNPYWS23
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Tarique Anwar, Surya Nepal, Cécile Paris, Jian Yang, Jia Wu, Quan Z. Sheng:
Tracking the Evolution of Clusters in Social Media Streams. IEEE Trans. Big Data 9(2): 701-715 (2023)
[j204]
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  - journals/tcps/MahmoodSZWS23
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Adnan Mahmood, Quan Z. Sheng, Wei Emma Zhang, Yan Wang, Subhash Sagar:
Toward a Distributed Trust Management System for Misbehavior Detection in the Internet of Vehicles. ACM Trans. Cyber Phys. Syst. 7(3): 16:1-16:25 (2023)
[j203]
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Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quan Z. Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu:
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation. IEEE Trans. Cybern. 53(11): 6776-6787 (2023)
[j202]
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Shuo Yu, Feng Xia, Shihao Li, Mingliang Hou, Quan Z. Sheng:
Spatio-temporal Graph Learning for Epidemic Prediction. ACM Trans. Intell. Syst. Technol. 14(2): 36:1-36:25 (2023)
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Sarah Ali Siddiqui, Adnan Mahmood, Quan Z. Sheng, Hajime Suzuki, Wei Ni:
Trust in Vehicles: Toward Context-Aware Trust and Attack Resistance for the Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 24(9): 9546-9560 (2023)
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Guohao Sun, Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Quan Z. Sheng, Xiaofang Zhou:
Partition-Aware Graph Pattern Based Node Matching With Updates. IEEE Trans. Knowl. Data Eng. 35(2): 1922-1937 (2023)
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Taotao Cai, Shuiqiao Yang, Jianxin Li, Quan Z. Sheng, Jian Yang, Xin Wang, Wei Emma Zhang, Longxiang Gao:
Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks. IEEE Trans. Knowl. Data Eng. 35(7): 7030-7044 (2023)
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Xiaocong Chen, Lina Yao, Xianzhi Wang, Aixin Sun, Quan Z. Sheng:
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference. IEEE Trans. Knowl. Data Eng. 35(10): 9878-9889 (2023)
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Shoujin Wang, Yan Wang, Liang Hu, Xiuzhen Zhang, Qi Zhang, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Defu Lian:
Modeling User Demand Evolution for Next-Basket Prediction. IEEE Trans. Knowl. Data Eng. 35(11): 11585-11598 (2023)
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Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Chuan Zhou, Quan Z. Sheng, Hui Xiong, Leman Akoglu:
A Comprehensive Survey on Graph Anomaly Detection With Deep Learning. IEEE Trans. Knowl. Data Eng. 35(12): 12012-12038 (2023)
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Subhash Sagar, Adnan Mahmood, Kai Wang, Quan Z. Sheng, Jitander Kumar Pabani, Wei Emma Zhang:
Trust-SIoT: Toward Trustworthy Object Classification in the Social Internet of Things. IEEE Trans. Netw. Serv. Manag. 20(2): 1210-1223 (2023)
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Quan Z. Sheng, Arun Kumar Sangaiah, Ankit Chaudhary:
Guest Editors' Introduction for Special Issue on Applications of Computational Linguistics in Multimedia IoT Services. ACM Trans. Internet Techn. 23(2): 24:1-24:3 (2023)
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Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Quan Z. Sheng:
Gradient Boosted Neural Decision Forest. IEEE Trans. Serv. Comput. 16(1): 330-342 (2023)
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Zhizhong Liu, Quan Z. Sheng, Zhenxing Zhang, Xiaofei Xu, Dianhui Chu, Jian Yu, Shuang Wang:
Accurate and Reliable Service Recommendation Based on Bilateral Perception in Multi-Access Edge Computing. IEEE Trans. Serv. Comput. 16(2): 886-899 (2023)
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Yanjun Shu, Jianhang Zhang, Wei Emma Zhang, Decheng Zuo, Quan Z. Sheng:
IQSrec: An Efficient and Diversified Skyline Services Recommendation on Incomplete QoS. IEEE Trans. Serv. Comput. 16(3): 1934-1948 (2023)
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Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Nguyen Lu Dang Khoa:
CupMar: A deep learning model for personalized news recommendation based on contextual user-profile and multi-aspect article representation. World Wide Web (WWW) 26(2): 713-732 (2023)
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Chen Chen, Yufei Wang, Yang Zhang, Quan Z. Sheng, Kwok-Yan Lam:
Separate-and-Aggregate: A Transformer-Based Patch Refinement Model for Knowledge Graph Completion. ADMA (2) 2023: 62-77
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Xiu Fang, Chenling Shen, Quan Z. Sheng, Guohao Sun, Yating Tang, Haiyan Zhuo:
A Multi-truth Discovery Approach Based on Confidence Interval Estimation of Truths. ADMA (5) 2023: 599-615
[c252]
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  - conf/chase/NguYMMS23
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Anne H. H. Ngu, Awatif Yasmin, Tarek Mahmud, Adnan Mahmood, Quan Z. Sheng:
Demo: P-Fall: Personalization Pipeline for Fall Detection. CHASE 2023: 173-174
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  - conf/icsenst/DSouzaMS23
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Ollencio D'Souza, Subhas Mukhopadhyay, Quan Z. Sheng:
Process Optimisation in Real-Time Domains Using Microcontroller-Based Sensor Devices. ICST 2023: 1-6
[c250]
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Xiaofei Xu, Quan Z. Sheng, Boualem Benatallah, Zhong Chen, Robert Gazda, Abdulmotaleb El-Saddik, Munindar P. Singh:
Metaverse Services: The Way of Services Towards the Future. ICWS 2023: 179-185
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Amin Beheshti, Jian Yang, Quan Z. Sheng, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Hamid Reza Motahari-Nezhad, Xuyun Zhang, Shan Xue:
ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence. ICWS 2023: 731-739
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Wei Emma Zhang, Perry Chen, Jian Yang, Jianwen Su, Quan Z. Sheng:
Data Product-Oriented Services for Data Ecosystem. ICWS 2023: 755-762
[c247]
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Yunchao Yang, Yipeng Zhou, Miao Hu, Di Wu, Quan Z. Sheng:
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning. IJCAI 2023: 4478-4485
[c246]
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Xiu Susie Fang, Quan Z. Sheng, Guohao Sun, Shan Chang, Hongya Wang, Jian Yang:
Multi-Truth Discovery While Being Aware of Unbalanced Data Distribution. IJCNN 2023: 1-10
[c245]
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Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Adnan Mahmood:
Keeping the Questions Conversational: Using Structured Representations to Resolve Dependency in Conversational Question Answering. IJCNN 2023: 1-7
[c244]
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Yang Zhang, Yufei Wang, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Rongying Zhao:
Hybrid Data Augmentation for Citation Function Classification. IJCNN 2023: 1-8
[c243]
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  - conf/kdd/MaWYS23
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Xiaoxiao Ma, Jia Wu, Jian Yang, Quan Z. Sheng:
Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping. KDD 2023: 1631-1642
[c242]
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  - conf/sigir/WangCS0023
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Siyu Wang, Xiaocong Chen, Quan Z. Sheng, Yihong Zhang, Lina Yao:
Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation. SIGIR 2023: 1874-1878
[c241]
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Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng, Subhash Sagar, Adnan Mahmood, Yang Zhang:
Learning to Select the Relevant History Turns in Conversational Question Answering. WISE 2023: 334-348
[c240]
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Zhenyu Yang, Ge Zhang, Jia Wu, Jian Yang, Quan Z. Sheng, Hao Peng, Angsheng Li, Shan Xue, Jianlin Su:
Minimum Entropy Principle Guided Graph Neural Networks. WSDM 2023: 114-122
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Claudio A. Ardagna, Boualem Benatallah, Hongyi Bian, Carl K. Chang, Rong N. Chang, Jing Fan, Geoffrey C. Fox, Zhi Jin, Xuanzhe Liu, Heiko Ludwig, Michael Sheng, Jian Yang:
IEEE International Conference on Web Services, ICWS 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-0485-5 [contents]
[i72]
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Zhenyu Yang, Ge Zhang, Jia Wu, Jian Yang, Quan Z. Sheng, Shan Xue, Chuan Zhou, Charu C. Aggarwal, Hao Peng, Wenbin Hu, Edwin R. Hancock, Pietro Liò:
A Comprehensive Survey of Graph-level Learning. CoRR abs/2301.05860 (2023)
[i71]
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  - journals/corr/abs-2303-03598
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Yuanjiang Cao, Lina Yao, Le Pan, Quan Z. Sheng, Xiaojun Chang:
Guided Image-to-Image Translation by Discriminator-Generator Communication. CoRR abs/2303.03598 (2023)
[i70]
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  - journals/corr/abs-2303-14544
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Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Meng Han, Liang Zhao, Giovanna Sannino, Daniel Macêdo Batista:
Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey. CoRR abs/2303.14544 (2023)
[i69]
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  - journals/corr/abs-2304-07125
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Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Adnan Mahmood:
Keeping the Questions Conversational: Using Structured Representations to Resolve Dependency in Conversational Question Answering. CoRR abs/2304.07125 (2023)
[i68]
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  - journals/corr/abs-2304-07922
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Siyu Wang, Xiaocong Chen, Quan Z. Sheng, Yihong Zhang, Lina Yao:
Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation. CoRR abs/2304.07922 (2023)
[i67]
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  - journals/corr/abs-2305-05221
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Yunchao Yang, Yipeng Zhou, Miao Hu, Di Wu, Quan Z. Sheng:
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning. CoRR abs/2305.05221 (2023)
[i66]
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  - journals/corr/abs-2306-01771
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Amin Beheshti, Jian Yang, Quan Z. Sheng, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Hamid Reza Motahari-Nezhad, Xuyun Zhang, Shan Xue:
ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence. CoRR abs/2306.01771 (2023)
[i65]
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  - journals/corr/abs-2307-05627
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Chen Chen, Yufei Wang, Yang Zhang, Quan Z. Sheng, Kwok-Yan Lam:
Separate-and-Aggregate: A Transformer-based Patch Refinement Model for Knowledge Graph Completion. CoRR abs/2307.05627 (2023)
[i64]
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  - journals/corr/abs-2308-02294
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Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng, Subhash Sagar, Adnan Mahmood, Yang Zhang:
Learning to Select the Relevant History Turns in Conversational Question Answering. CoRR abs/2308.02294 (2023)
[i63]
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  - journals/corr/abs-2308-13714
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Sricharan Donkada, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Nasrin Dehbozorgi, Nazmus Sakib, Quan Z. Sheng:
Uncovering Promises and Challenges of Federated Learning to Detect Cardiovascular Diseases: A Scoping Literature Review. CoRR abs/2308.13714 (2023)
[i62]
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  - journals/corr/abs-2308-14328
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Yuanjiang Cao, Quan Z. Sheng, Julian J. McAuley, Lina Yao:
Reinforcement Learning for Generative AI: A Survey. CoRR abs/2308.14328 (2023)
[i61]
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  - journals/corr/abs-2309-09727
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Yang Zhang, Yufei Wang, Kai Wang, Quan Z. Sheng, Lina Yao, Adnan Mahmood, Wei Emma Zhang, Rongying Zhao:
When Large Language Models Meet Citation: A Survey. CoRR abs/2309.09727 (2023)
[i60]
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  - journals/corr/abs-2310-08051
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Jianchao Lu, Yuzhe Tian, Yang Zhang, Jiaqi Ge, Quan Z. Sheng, Xi Zheng:
LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces. CoRR abs/2310.08051 (2023)
[i59]
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  - journals/corr/abs-2310-19173
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Munazza Zaib, Farhan Sufyan:
Can we Quantify Trust? Towards a Trust-based Resilient SIoT Network. CoRR abs/2310.19173 (2023)
2022
[j189]
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May S. Altulyan, Lina Yao, Xianzhi Wang, Chaoran Huang, Salil S. Kanhere, Quan Z. Sheng:
A Survey on Recommender Systems for Internet of Things: Techniques, Applications and Future Directions. Comput. J. 65(8): 2098-2132 (2022)
[j188]
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Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Salma Abdalla Hamad, Nguyen Lu Dang Khoa, Nguyen Hoang Tran:
Deep Conversational Recommender Systems: Challenges and Opportunities. Computer 55(4): 30-39 (2022)
[j187]
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  - journals/computing/MahmoodSSZSN22
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Adnan Mahmood, Sarah Ali Siddiqui, Quan Z. Sheng, Wei Emma Zhang, Hajime Suzuki, Wei Ni:
Trust on wheels: Towards secure and resource efficient IoV networks. Computing 104(6): 1337-1358 (2022)
[j186]
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  - journals/csur/WangCWSOL22
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Shoujin Wang, Longbing Cao, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun, Defu Lian:
A Survey on Session-based Recommender Systems. ACM Comput. Surv. 54(7): 154:1-154:38 (2022)
[j185]
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  - journals/fdata/WangCCYWS22
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Siyu Wang, Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Quan Z. Sheng:
Adversarial Robustness of Deep Reinforcement Learning Based Dynamic Recommender Systems. Frontiers Big Data 5 (2022)
[j184]
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  - journals/fi/FangSSSWWL22
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Xiu Fang, Suxin Si, Guohao Sun, Quan Z. Sheng, Wenjun Wu, Kang Wang, Hang Lv:
Selecting Workers Wisely for Crowdsourcing When Copiers and Domain Experts Co-exist. Future Internet 14(2): 37 (2022)
[j183]
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  dblp key:
  - journals/health/HussainSZOP22
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Zawar Hussain, Quan Z. Sheng, Wei Emma Zhang, Jorge Ortiz, Seyedamin Pouriyeh:
Non-invasive Techniques for Monitoring Different Aspects of Sleep: A Comprehensive Review. ACM Trans. Comput. Heal. 3(2): 24:1-24:26 (2022)
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Yan Yan, Zichao Sun, Adnan Mahmood, Fei Xu, Zhuoyue Dong, Quan Z. Sheng:
Achieving Differential Privacy Publishing of Location-Based Statistical Data Using Grid Clustering. ISPRS Int. J. Geo Inf. 11(7): 404 (2022)
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Chaoran Huang, Lina Yao, Xianzhi Wang, Quan Z. Sheng, Schahram Dustdar, Zhongjie Wang, Xiaofei Xu:
Intent-Aware Interactive Internet of Things for Enhanced Collaborative Ambient Intelligence. IEEE Internet Comput. 26(5): 68-75 (2022)
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Anne H. H. Ngu, Jesuloluwa S. Eyitayo, Guowei Yang, Colin Campbell, Quan Z. Sheng, Jianyuan Ni:
An IoT Edge Computing Framework Using Cordova Accessor Host. IEEE Internet Things J. 9(1): 671-683 (2022)
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Liang Zhao, Maria Valero, Seyedamin Pouriyeh, Lei Li, Quan Z. Sheng:
Communication-Efficient Semihierarchical Federated Analytics in IoT Networks. IEEE Internet Things J. 9(14): 12614-12627 (2022)
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Dong Chen, Sira Yongchareon, Edmund M.-K. Lai, Quan Z. Sheng, Veronica Liesaputra:
Locally Weighted Ensemble-Detection-Based Adaptive Random Forest Classifier for Sensor-Based Online Activity Recognition for Multiple Residents. IEEE Internet Things J. 9(15): 13077-13085 (2022)
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Kan Ngamakeur, Sira Yongchareon, Jian Yu, Quan Z. Sheng:
Deep CNN-LSTM Network for Indoor Location Estimation Using Analog Signals of Passive Infrared Sensors. IEEE Internet Things J. 9(22): 22582-22594 (2022)
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Dong Chen, Sira Yongchareon, Edmund M.-K. Lai, Jian Yu, Quan Z. Sheng, Yafeng Li:
Transformer With Bidirectional GRU for Nonintrusive, Sensor-Based Activity Recognition in a Multiresident Environment. IEEE Internet Things J. 9(23): 23716-23727 (2022)
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Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood, Yang Zhang:
Conversational question answering: a survey. Knowl. Inf. Syst. 64(12): 3151-3195 (2022)
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Yang Zhang, Rongying Zhao, Yufei Wang, Haihua Chen, Adnan Mahmood, Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng:
Towards employing native information in citation function classification. Scientometrics 127(11): 6557-6577 (2022)
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Yang Zhang, Rongying Zhao, Yufei Wang, Haihua Chen, Adnan Mahmood, Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng:
Correction to: Towards employing native information in citation function classification. Scientometrics 127(11): 6579 (2022)
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Ollencio D'Souza, Subhas Chandra Mukhopadhyay, Michael Sheng:
Health, Security and Fire Safety Process Optimisation Using Intelligence at the Edge. Sensors 22(21): 8143 (2022)
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Muhammad Sajjad Akbar, Zawar Hussain, Michael Sheng, Rajan Shankaran:
Wireless Body Area Sensor Networks: Survey of MAC and Routing Protocols for Patient Monitoring under IEEE 802.15.4 and IEEE 802.15.6. Sensors 22(21): 8279 (2022)
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Alireza Jolfaei, Muhammad Usman, Manuel Roveri, Michael Sheng, Marimuthu Palaniswami, Krishna Kant:
Guest Editorial: Computational Intelligence for Human-in-the-Loop Cyber Physical Systems. IEEE Trans. Emerg. Top. Comput. Intell. 6(1): 2-5 (2022)
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Brij B. Gupta, Dharma P. Agrawal, Muhammad Sajjad, Michael Sheng, Javier Del Ser:
Guest Editorial Artificial Intelligence and Deep Learning for Intelligent and Sustainable Traffic and Vehicle Management (VANETs). IEEE Trans. Intell. Transp. Syst. 23(10): 19575-19577 (2022)
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Xiaoxiao Ma, Shan Xue, Jia Wu, Jian Yang, Cécile Paris, Surya Nepal, Quan Z. Sheng:
Deep Multi-Attributed-View Graph Representation Learning. IEEE Trans. Netw. Sci. Eng. 9(5): 3762-3774 (2022)
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Shuang Wang, Xiaoping Li, Quan Z. Sheng, Amin Beheshti:
Performance Analysis and Optimization on Scheduling Stochastic Cloud Service Requests: A Survey. IEEE Trans. Netw. Serv. Manag. 19(3): 3587-3602 (2022)
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Xuezheng Liu, Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Quan Z. Sheng:
Accelerating Federated Learning via Parallel Servers: A Theoretically Guaranteed Approach. IEEE/ACM Trans. Netw. 30(5): 2201-2215 (2022)
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Zhizhong Liu, Quan Z. Sheng, Xiaofei Xu, Dianhui Chu, Wei Emma Zhang:
Context-Aware and Adaptive QoS Prediction for Mobile Edge Computing Services. IEEE Trans. Serv. Comput. 15(1): 400-413 (2022)
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Yipeng Zhou, Yao Fu, Zhenxiao Luo, Miao Hu, Di Wu, Quan Z. Sheng, Shui Yu:
The Role of Communication Time in the Convergence of Federated Edge Learning. IEEE Trans. Veh. Technol. 71(3): 3241-3254 (2022)
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Fanzhen Liu, Zhao Li, Baokun Wang, Jia Wu, Jian Yang, Jiaming Huang, Yiqing Zhang, Weiqiang Wang, Shan Xue, Surya Nepal, Quan Z. Sheng:
eRiskCom: an e-commerce risky community detection platform. VLDB J. 31(5): 1085-1101 (2022)
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Nan Wang, Shoujin Wang, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun:
Exploiting intra- and inter-session dependencies for session-based recommendations. World Wide Web 25(1): 425-443 (2022)
[c239]
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  - conf/compsac/LiuWJXSR22
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Mingyi Liu, Zhongjie Wang, Tianyu Jiang, Xiaofei Xu, Quan Z. Sheng, Stephan Reiff-Marganiec:
External Service Sensing in an Uncertain World. COMPSAC 2022: 368-373
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Jianchao Lu, Yuzhe Tian, Shuang Wang, Michael Sheng, Xi Zheng:
PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition. DSAA 2022: 1-8
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Haojie Zhuang, Wei Emma Zhang, Jian Yang, Congbo Ma, Yutong Qu, Quan Z. Sheng:
Learning From the Source Document: Unsupervised Abstractive Summarization. EMNLP (Findings) 2022: 4194-4205
[c236]
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Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal:
DAGAD: Data Augmentation for Graph Anomaly Detection. ICDM 2022: 259-268
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Bing Huang, Boyu Zhang, Quan Z. Sheng, Kwok-Yan Lam:
A Multi-task Learning Approach for Predicting Intentions Using Smart Home IoT Services. ICSOC 2022: 413-421
[c234]
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Yanjun Shu, Jianhang Zhang, Decheng Zuo, Quan Z. Sheng:
Interval-Valued Skyline Web Service Selection on Incomplete QoS. ICWS 2022: 361-366
[c233]
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  - conf/infocom/FangSYSWZ22
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Xiu Susie Fang, Quan Z. Sheng, Jian Yang, Guohao Sun, Xianzhi Wang, Yihong Zhang:
Resolving Conflicts among Unbalanced Multi-Source Data When Multi-Value Objects Exist. INFOCOM Workshops 2022: 1-2
[c232]
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  - conf/mobiarch/SoltaniHMS022
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Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao:
A survey on participant selection for federated learning in mobile networks. MobiArch 2022: 19-24
[c231]
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Ge Zhang, Zhenyu Yang, Jia Wu, Jian Yang, Shan Xue, Hao Peng, Jianlin Su, Chuan Zhou, Quan Z. Sheng, Leman Akoglu, Charu C. Aggarwal:
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection. NeurIPS 2022
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Kai Wang, Yu Liu, Quan Z. Sheng:
Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings. WWW 2022: 838-849
[i58]
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  - journals/corr/abs-2201-00565
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Kai Wang, Yu Liu, Quan Z. Sheng:
Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings. CoRR abs/2201.00565 (2022)
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  - journals/corr/abs-2202-03624
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Jitander Kumar Pabani, Wei Emma Zhang:
Understanding the Trustworthiness Management in the Social Internet of Things: A Survey. CoRR abs/2202.03624 (2022)
[i56]
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  - journals/corr/abs-2205-03226
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Subhash Sagar, Adnan Mahmood, Kai Wang, Quan Z. Sheng, Wei Emma Zhang:
Trust-SIoT: Towards Trustworthy Object Classification in the Social Internet of Things. CoRR abs/2205.03226 (2022)
[i55]
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  - journals/corr/abs-2205-05236
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Taotao Cai, Qi Lei, Quan Z. Sheng, Shuiqiao Yang, Jian Yang, Wei Emma Zhang:
Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks. CoRR abs/2205.05236 (2022)
[i54]
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  - journals/corr/abs-2205-15555
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Ge Zhang, Jia Wu, Jian Yang, Shan Xue, Wenbin Hu, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu Aggarwal:
Graph-level Neural Networks: Current Progress and Future Directions. CoRR abs/2205.15555 (2022)
[i53]
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  - journals/corr/abs-2206-00868
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Muhammad Sajjad Akbar, Zawar Hussain, Quan Z. Sheng, Subhas Mukhopadhyay:
6G Survey on Challenges, Requirements, Applications, Key Enabling Technologies, Use Cases, AI integration issues and Security aspects. CoRR abs/2206.00868 (2022)
[i52]
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  - journals/corr/abs-2207-03681
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Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao:
A Survey on Participant Selection for Federated Learning in Mobile Networks. CoRR abs/2207.03681 (2022)
[i51]
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  - journals/corr/abs-2207-03688
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Venus Haghighi, Behnaz Soltani, Adnan Mahmood, Quan Z. Sheng, Jian Yang:
GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks. CoRR abs/2207.03688 (2022)
[i50]
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  - journals/corr/abs-2207-14472
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Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quan Z. Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu:
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation. CoRR abs/2207.14472 (2022)
[i49]
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  - journals/corr/abs-2209-13645
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Jianchao Lu, Yuzhe Tian, Shuang Wang, Michael Sheng, James Xi Zheng:
PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition. CoRR abs/2209.13645 (2022)
[i48]
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  - journals/corr/abs-2210-09766
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Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal:
DAGAD: Data Augmentation for Graph Anomaly Detection. CoRR abs/2210.09766 (2022)
[i47]
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  - journals/corr/abs-2212-01964
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David Waterworth, Subbu Sethuvenkatraman, Quan Z. Sheng:
Building Metadata Inference Using a Transducer Based Language Model. CoRR abs/2212.01964 (2022)
2021
[j161]
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  - journals/access/ThomasSSOHMNMP21
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Diya Thomas, Rajan Shankaran, Quan Z. Sheng, Mehmet A. Orgun, Michael Hitchens, Mehedi Masud, Wei Ni, Subhas Chandra Mukhopadhyay, Md. Jalil Piran:
QoS-Aware Energy Management and Node Scheduling Schemes for Sensor Network-Based Surveillance Applications. IEEE Access 9: 3065-3096 (2021)
[j160]
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  - journals/cacm/BouguettayaSBNM21
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Athman Bouguettaya, Quan Z. Sheng, Boualem Benatallah, Azadeh Ghari Neiat, Sajib Mistry, Aditya Ghose, Surya Nepal, Lina Yao:
An internet of things service roadmap. Commun. ACM 64(9): 86-95 (2021)
[j159]
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  - journals/cj/BotangenYYS21
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Khavee Agustus Botangen, Jian Yu, Wai Kiang Yeap, Quan Z. Sheng:
Integrating Context to Preferences and Goals for Goal-oriented Adaptability of Software Systems. Comput. J. 64(5): 675-706 (2021)
[j158]
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Dong Chen, Sira Yongchareon, Edmund M.-K. Lai, Jian Yu, Quan Z. Sheng:
Hybrid Fuzzy C-Means CPD-Based Segmentation for Improving Sensor-Based Multiresident Activity Recognition. IEEE Internet Things J. 8(14): 11193-11207 (2021)
[j157]
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  - journals/jbi/ShahidNPPHVLAS21
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Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, Fangyu Li, Mohammed Aledhari, Quan Z. Sheng:
Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance. J. Biomed. Informatics 117: 103751 (2021)
[j156]
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Mingyi Liu, Zhiying Tu, Yeqi Zhu, Xiaofei Xu, Zhongjie Wang, Quan Z. Sheng:
Data correction and evolution analysis of the ProgrammableWeb service ecosystem. J. Syst. Softw. 182: 111066 (2021)
[j155]
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Seyed Mohssen Ghafari, Amin Beheshti, Aditya Joshi, Cécile Paris, Shahpar Yakhchi, Mehmet A. Orgun, Alireza Jolfaei, Quan Z. Sheng:
Modeling Personality Effect in Trust Prediction. J. Data Intell. 2(4): 401-417 (2021)
[j154]
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Jing Teng, Changling Li, Yizhan Feng, Taoran Yang, Rong Zhou, Quan Z. Sheng:
Adaptive Observer Based Fault Tolerant Control for Sensor and Actuator Faults in Wind Turbines. Sensors 21(24): 8170 (2021)
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Wei Emma Zhang, Ali Shemshadi, Quan Z. Sheng, Yongrui Qin, Xiujuan Xu, Jian Yang:
A User-Oriented Taxi Ridesharing System with Large-Scale Urban GPS Sensor Data. IEEE Trans. Big Data 7(2): 327-340 (2021)
[j152]
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Guohao Sun, Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Quan Z. Sheng, Xiaofang Zhou:
Incremental Graph Pattern Based Node Matching with Multiple Updates. IEEE Trans. Knowl. Data Eng. 33(4): 1585-1600 (2021)
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Chao Zhang, Xiaopei Wu, Jianchao Lu, Xi Zheng, Alireza Jolfaei, Quan Z. Sheng, Dongjin Yu:
RICA-MD: A Refined ICA Algorithm for Motion Detection. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 17:1-17:17 (2021)
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Shuang Wang, Xiaoping Li, Quan Z. Sheng, Rubén Ruiz, Jinquan Zhang, Amin Beheshti:
Multi-Queue Request Scheduling for Profit Maximization in IaaS Clouds. IEEE Trans. Parallel Distributed Syst. 32(11): 2838-2851 (2021)
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Lina Yao, Xianzhi Wang, Quan Z. Sheng, Boualem Benatallah, Chaoran Huang:
Mashup Recommendation by Regularizing Matrix Factorization with API Co-Invocations. IEEE Trans. Serv. Comput. 14(2): 502-515 (2021)
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Jianchao Lu, Xi Zheng, Lihong Tang, Tianyi Zhang, Quan Z. Sheng, Chen Wang, Jiong Jin, Shui Yu, Wanlei Zhou:
Can Steering Wheel Detect Your Driving Fatigue? IEEE Trans. Veh. Technol. 70(6): 5537-5550 (2021)
[c229]
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  - conf/adma/AljubairyAZST22
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Abdulwahab Aljubairy, Ahoud Alhazmi, Wei Emma Zhang, Quan Z. Sheng, Dai Hoang Tran:
A Fast and Accurate Approach for Inferencing Social Relationships Among IoT Objects. ADMA 2021: 83-94
[c228]
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Shuang Wang, Amin Beheshti, Yufei Wang, Jianchao Lu, Quan Z. Sheng, Stephen Elbourn, Hamid Alinejad-Rokny, Elizabeth Galanis:
Assessment2Vec: Learning Distributed Representations of Assessments to Reduce Marking Workload. AIED (2) 2021: 384-389
[c227]
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  - conf/birthday/BarukhZBBBCYSS21
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Moshe Chai Barukh, Shayan Zamanirad, Marcos Báez, Amin Beheshti, Boualem Benatallah, Fabio Casati, Lina Yao, Quan Z. Sheng, Francesco Schiliro:
Cognitive Augmentation in Processes. Next-Gen Digital Services 2021: 123-137
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Quan Z. Sheng, Jian Yu, Wei Emma Zhang, Shuang Wang, Xiaoping Li, Boualem Benatallah:
Designing and Building Context-Aware Services: The ContextServ Project. Next-Gen Digital Services 2021: 138-152
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  - conf/coinco/MahmoodSSSZSN21
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Adnan Mahmood, Quan Z. Sheng, Sarah Ali Siddiqui, Subhash Sagar, Wei Emma Zhang, Hajime Suzuki, Wei Ni:
When Trust Meets the Internet of Vehicles: Opportunities, Challenges, and Future Prospects. CIC 2021: 60-67
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  - conf/emnlp/WangLLS21
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Kai Wang, Yu Liu, Dan Lin, Michael Sheng:
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings. EMNLP (Findings) 2021: 464-474
[c223]
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  - conf/icdh/HussainWAZSO21
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Zawar Hussain, David Waterworth, Murtadha Aldeer, Wei Emma Zhang, Quan Z. Sheng, Jorge Ortiz:
Do You Brush Your Teeth Properly? An Off-body Sensor-based Approach for Toothbrushing Monitoring. ICDH 2021: 59-69
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Ge Zhang, Jia Wu, Jian Yang, Amin Beheshti, Shan Xue, Chuan Zhou, Quan Z. Sheng:
FRAUDRE: Fraud Detection Dual-Resistant to Graph Inconsistency and Imbalance. ICDM 2021: 867-876
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Amin Beheshti, Boualem Benatallah, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad, Jian Yang, Aditya Ghose:
AI-Enabled Processes: The Age of Artificial Intelligence and Big Data. ICSOC Workshops 2021: 321-335
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Kai Wang, Yu Liu, Quan Z. Sheng:
Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction. IJCAI 2021: 2090-2096
[c219]
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Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci, Philip S. Yu:
Graph Learning based Recommender Systems: A Review. IJCAI 2021: 4644-4652
[c218]
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Ahoud Alhazmi, Abdulwahab Aljubairy, Wei Emma Zhang, Quan Z. Sheng, Elaf Alhazmi:
A Unified Framework for Improving Misclassifications in Modern Deep Neural Networks for Sentiment Analysis. IJCNN 2021: 1-7
[c217]
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Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Chao Li, Quan Z. Sheng:
P-FedAvg: Parallelizing Federated Learning with Theoretical Guarantees. INFOCOM 2021: 1-10
[c216]
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  - conf/iotaas/AkbarHSM21
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Muhammad Sajjad Akbar, Zawar Hussain, Quan Z. Sheng, Subhas Mukhopadhyay:
An Enhancement to Channel Access Mechanism for the IEEE 802.15.3C MillimeterWave (5G) Standard to Support Stringent QoS Requirements of IoT. IoTaaS 2021: 19-38
[c215]
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  - conf/trustcom/SiddiquiMSS021
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Sarah Ali Siddiqui, Adnan Mahmood, Quan Z. Sheng, Hajime Suzuki, Wei Ni:
A Time-aware Trust Management Heuristic for the Internet of Vehicles. TrustCom 2021: 1-8
[c214]
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  - conf/trustcom/HamadTSZ21
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Salma Abdalla Hamad, Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang:
BERTDeep-Ware: A Cross-architecture Malware Detection Solution for IoT Systems. TrustCom 2021: 927-934
[c213]
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  - conf/wise/TranHZASZTK21
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Dai Hoang Tran, Salma Abdalla Hamad, Munazza Zaib, Abdulwahab Aljubairy, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Nguyen Lu Dang Khoa:
Deep News Recommendation with Contextual User Profiling and Multifaceted Article Representation. WISE (2) 2021: 237-251
[c212]
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Yang Zhang, Yufei Wang, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Rongying Zhao:
TDM-CFC: Towards Document-Level Multi-label Citation Function Classification. WISE (2) 2021: 363-376
[c211]
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Abdulwahab Aljubairy, Ahoud Alhazmi, Wei Emma Zhang, Quan Z. Sheng, Dai Hoang Tran:
Towards a Deep Learning-Driven Service Discovery Framework for the Social Internet of Things: A Context-Aware Approach. WISE (2) 2021: 480-488
[c210]
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  - conf/www/Wang0MS21
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Kai Wang, Yu Liu, Qian Ma, Quan Z. Sheng:
MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph Embeddings. WWW 2021: 1716-1726
[i46]
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  - journals/corr/abs-2102-10997
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Wei Emma Zhang:
Trust Computational Heuristic for Social Internet of Things: A Machine Learning-based Approach. CoRR abs/2102.10997 (2021)
[i45]
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  - journals/corr/abs-2102-10998
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Munazza Zaib, Wei Emma Zhang:
Towards a Machine Learning-driven Trust Evaluation Model for Social Internet of Things: A Time-aware Approach. CoRR abs/2102.10998 (2021)
[i44]
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  - journals/corr/abs-2103-03043
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Athman Bouguettaya, Quan Z. Sheng, Boualem Benatallah, Azadeh Ghari Neiat, Sajib Mistry, Aditya Ghose, Surya Nepal, Lina Yao:
An Internet of Things Service Roadmap. CoRR abs/2103.03043 (2021)
[i43]
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  - journals/corr/abs-2103-14930
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Kai Wang, Yu Liu, Quan Z. Sheng:
High-efficiency Euclidean-based Models for Low-dimensional Knowledge Graph Embeddings. CoRR abs/2103.14930 (2021)
[i42]
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  - journals/corr/abs-2104-10810
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Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang:
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP. CoRR abs/2104.10810 (2021)
[i41]
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  - journals/corr/abs-2104-11394
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Munazza Zaib, Dai Hoang Tran, Subhash Sagar, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng:
BERT-CoQAC: BERT-based Conversational Question Answering in Context. CoRR abs/2104.11394 (2021)
[i40]
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  - journals/corr/abs-2104-12964
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Zawar Hussain, Quan Z. Sheng, Wei Emma Zhang, Jorge Ortiz, Seyedamin Pouriyeh:
A Review of the Non-Invasive Techniques for Monitoring Different Aspects of Sleep. CoRR abs/2104.12964 (2021)
[i39]
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  - journals/corr/abs-2105-00822
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Xiaocong Chen, Lina Yao, Xianzhi Wang, Aixin Sun, Wenjie Zhang, Quan Z. Sheng:
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference. CoRR abs/2105.00822 (2021)
[i38]
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  - journals/corr/abs-2105-04742
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Taotao Cai, Shuiqiao Yang, Jianxin Li, Quan Z. Sheng, Jian Yang, Xin Wang, Wei Emma Zhang, Longxiang Gao:
Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks. CoRR abs/2105.04742 (2021)
[i37]
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  - journals/corr/abs-2105-06339
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Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci, Philip S. Yu:
Graph Learning based Recommender Systems: A Review. CoRR abs/2105.06339 (2021)
[i36]
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  - journals/corr/abs-2105-12584
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Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu:
A Comprehensive Survey on Community Detection with Deep Learning. CoRR abs/2105.12584 (2021)
[i35]
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  - journals/corr/abs-2106-00874
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Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood, Yang Zhang:
Conversational Question Answering: A Survey. CoRR abs/2106.00874 (2021)
[i34]
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  - journals/corr/abs-2106-07178
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Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Quan Z. Sheng, Hui Xiong:
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning. CoRR abs/2106.07178 (2021)
[i33]
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  - journals/corr/abs-2107-10996
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Osama Shahid, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Gautam Srivastava, Liang Zhao:
Communication Efficiency in Federated Learning: Achievements and Challenges. CoRR abs/2107.10996 (2021)
[i32]
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  - journals/corr/abs-2108-09417
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Mingyi Liu, Zhiying Tu, Yeqi Zhu, Xiaofei Xu, Zhongjie Wang, Quan Z. Sheng:
Data Correction and Evolution Analysis of the ProgrammableWeb Service Ecosystem. CoRR abs/2108.09417 (2021)
[i31]
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  - journals/corr/abs-2112-00973
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Siyu Wang, Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Quan Z. Sheng:
Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems. CoRR abs/2112.00973 (2021)
2020
[j147]
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Abdulwahab Aljubairy, Wei Emma Zhang, Ali Shemshadi, Adnan Mahmood, Quan Z. Sheng:
A system for effectively predicting flight delays based on IoT data. Computing 102(9): 2025-2048 (2020)
[j146]
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Kai Wang, Yu Liu, Xiujuan Xu, Quan Z. Sheng:
Enhancing knowledge graph embedding by composite neighbors for link prediction. Computing 102(12): 2587-2606 (2020)
[j145]
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  - journals/comsur/HamadSZN20
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Salma Abdalla Hamad, Quan Z. Sheng, Wei Emma Zhang, Surya Nepal:
Realizing an Internet of Secure Things: A Survey on Issues and Enabling Technologies. IEEE Commun. Surv. Tutorials 22(2): 1372-1391 (2020)
[j144]
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  - journals/eswa/BotangenYSHY20
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Khavee Agustus Botangen, Jian Yu, Quan Z. Sheng, Yanbo Han, Sira Yongchareon:
Geographic-aware collaborative filtering for web service recommendation. Expert Syst. Appl. 151: 113347 (2020)
[j143]
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Yang Xiao, Lina Yao, Qingqi Pei, Xianzhi Wang, Jian Yang, Quan Z. Sheng:
MGNN: Mutualistic Graph Neural Network for Joint Friend and Item Recommendation. IEEE Intell. Syst. 35(5): 7-17 (2020)
[j142]
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Khavee Agustus Botangen, Jian Yu, Yanbo Han, Quan Z. Sheng, Jun Han:
Quantifying the adaptability of workflow-based service compositions. Future Gener. Comput. Syst. 102: 95-111 (2020)
[j141]
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  - journals/iotj/WuSPYWSY20
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Huifeng Wu, Danfeng Sun, Lan Peng, Yuan Yao, Jia Wu, Quan Z. Sheng, Yi Yan:
Dynamic Edge Access System in IoT Environment. IEEE Internet Things J. 7(4): 2509-2520 (2020)
[j140]
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Jianchao Lu, Xi Zheng, Michael Sheng, Jiong Jin, Shui Yu:
Efficient Human Activity Recognition Using a Single Wearable Sensor. IEEE Internet Things J. 7(11): 11137-11146 (2020)
[j139]
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Zawar Hussain, Quan Z. Sheng, Wei Emma Zhang:
A review and categorization of techniques on device-free human activity recognition. J. Netw. Comput. Appl. 167: 102738 (2020)
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Yue Qian, Yu Liu, Quan Z. Sheng:
Understanding hierarchical structural evolution in a scientific discipline: A case study of artificial intelligence. J. Informetrics 14(3): 101047 (2020)
[j137]
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Brij B. Gupta, Dharma P. Agrawal, Shingo Yamaguchi, Michael Sheng:
Soft computing techniques for big data and cloud computing. Soft Comput. 24(7): 5483-5484 (2020)
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Surjit Singh, Quan Z. Sheng, Elhadj Benkhelifa, Jaime Lloret:
Guest Editorial: Energy Management, Protocols, and Security for the Next-Generation Networks and Internet of Things. IEEE Trans. Ind. Informatics 16(5): 3515-3520 (2020)
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Wei Emma Zhang, Quan Z. Sheng, Ahoud Alhazmi, Chenliang Li:
Adversarial Attacks on Deep-learning Models in Natural Language Processing: A Survey. ACM Trans. Intell. Syst. Technol. 11(3): 24:1-24:41 (2020)
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Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Wei Emma Zhang, Anne H. H. Ngu, Jian Yang:
From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth. ACM Trans. Intell. Syst. Technol. 11(6): 74:1-74:24 (2020)
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Lei Han, Jian Yang, Weiliang Zhao, Quan Z. Sheng:
User Interface Derivation for Business Processes. IEEE Trans. Knowl. Data Eng. 32(3): 560-573 (2020)
[j132]
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Zhengdi Hu, Guangquan Xu, Xi Zheng, Jiang Liu, Zhangbing Li, Quan Z. Sheng, Wenjuan Lian, Hequn Xian:
SSL-SVD: Semi-supervised Learning-based Sparse Trust Recommendation. ACM Trans. Internet Techn. 20(1): 4:1-4:20 (2020)
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Fanzhen Liu, Jia Wu, Shan Xue, Chuan Zhou, Jian Yang, Quanzheng Sheng:
Detecting the evolving community structure in dynamic social networks. World Wide Web 23(2): 715-733 (2020)
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Yue Qian, Yu Liu, Xiujuan Xu, Quan Z. Sheng:
Leveraging citation influences for Modeling scientific documents. World Wide Web 23(4): 2281-2302 (2020)
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Weitong Chen, Guodong Long, Lina Yao, Quan Z. Sheng:
AMRNN: attended multi-task recurrent neural networks for dynamic illness severity prediction. World Wide Web 23(5): 2753-2770 (2020)
[j128]
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Peiyao Li, Weiliang Zhao, Jian Yang, Quan Z. Sheng, Jia Wu:
Let's CoRank: trust of users and tweets on social networks. World Wide Web 23(5): 2877-2901 (2020)
[c209]
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Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao:
Intention Nets: Psychology-Inspired User Choice Behavior Modeling for Next-Basket Prediction. AAAI 2020: 6259-6266
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Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang:
A Short Survey of Pre-trained Language Models for Conversational AI-A New Age in NLP. ACSW 2020: 11:1-11:4
[c207]
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Olayinka Adeleye, Jian Yu, Sira Yongchareon, Yanbo Han, Quan Z. Sheng:
Complex Network-Based Web Service for Web-API Discovery. ACSW 2020: 18:1-18:10
[c206]
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Olayinka Adeleye, Jian Yu, Ji Ruan, Quan Z. Sheng:
Evaluating Random Walk-Based Network Embeddings for Web Service Applications. ADC 2020: 198-205
[c205]
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Abdulwahab Aljubairy, Wei Emma Zhang, Quan Z. Sheng, Ahoud Alhazmi:
SIoTPredict: A Framework for Predicting Relationships in the Social Internet of Things. CAiSE 2020: 101-116
[c204]
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Vanh Khuyen Nguyen, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Trung Duc Vo:
Helibot - A Smart Distributed Energy Resources Platform for Futuristic Smart Grids. CCGRID 2020: 898-901
[c203]
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Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood, Dai Hoang Tran, Munazza Zaib, Salma Abdalla Hamad, Abdulwahab Aljubairy, Ahoud Abdulrahmn F. Alhazmi, Subhash Sagar, Congbo Ma:
The 10 Research Topics in the Internet of Things. CIC 2020: 34-43
[c202]
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  - conf/globecom/SagarMKS20
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Subhash Sagar, Adnan Mahmood, Jitander Kumar, Quan Z. Sheng:
A Time-aware Similarity-based Trust Computational Model for Social Internet of Things. GLOBECOM 2020: 1-6
[c201]
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Wei Emma Zhang:
Trust Computational Heuristic for Social Internet of Things: A Machine Learning-based Approach. ICC 2020: 1-6
[c200]
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Shuang Wang, Quan Z. Sheng, Xiaoping Li, Adnan Mahmood, Yang Zhang:
Energy Minimization for Cloud Services with Stochastic Requests. ICSOC 2020: 133-148
[c199]
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Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao:
Intention2Basket: A Neural Intention-driven Approach for Dynamic Next-basket Planning. IJCAI 2020: 2333-2339
[c198]
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Ahoud Alhazmi, Wei Emma Zhang, Quan Z. Sheng, Abdulwahab Aljubairy:
Analyzing the Sensitivity of Deep Neural Networks for Sentiment Analysis: A Scoring Approach. IJCNN 2020: 1-7
[c197]
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Ahoud Alhazmi, Wei Emma Zhang, Quan Z. Sheng, Abdulwahab Aljubairy:
Are Modern Deep Learning Models for Sentiment Analysis Brittleƒ An Examination on Part-of-Speech. IJCNN 2020: 1-7
[c196]
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Dai Hoang Tran, Abdulwahab Aljubairy, Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Khoa L. D. Nguyen:
HeteGraph: A Convolutional Framework for Graph Learning in Recommender Systems. IJCNN 2020: 1-8
[c195]
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  - conf/ipsn/NguyenSMZPV20
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Vanh Khuyen Nguyen, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Minh-Hieu Phan, Trung Duc Vo:
Demo Abstract: An Internet of Plants System for Micro Gardens. IPSN 2020: 355-356
[c194]
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  - conf/mobiquitous/SagarMSZ020
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Subhash Sagar, Adnan Mahmood, Michael Sheng, Munazza Zaib, Wei Zhang:
Towards a Machine Learning-driven Trust Evaluation Model for Social Internet of Things: A Time-aware Approach. MobiQuitous 2020: 283-290
[c193]
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Sam Khadivizand, Amin Beheshti, Fariborz Sobhanmanesh, Quan Z. Sheng, Elias Istanbouli, Steven Wood, Damon Pezaro:
Towards intelligent feature engineering for risk-based customer segmentation in banking. MoMM 2020: 74-83
[c192]
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Munazza Zaib, Dai Hoang Tran, Subhash Sagar, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng:
BERT-CoQAC: BERT-Based Conversational Question Answering in Context. PAAP 2020: 47-57
[c191]
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Salma Abdalla Hamad, Quan Z. Sheng, Dai Hoang Tran, Wei Emma Zhang, Surya Nepal:
A Behavioural Network Traffic Novelty Detection for the Internet of Things Infrastructures. PAAP 2020: 174-186
[c190]
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  - conf/sensys/HussainWAZS20
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Zawar Hussain, David Waterworth, Murtadha Aldeer, Wei Emma Zhang, Quan Z. Sheng:
Toothbrushing data and analysis of its potential use in human activity recognition applications: dataset. DATA@SenSys 2020: 31-34
[c189]
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Subhash Sagar, Adnan Mahmood, Quan Z. Sheng, Sarah Ali Siddiqui:
SCaRT-SIoT: towards a scalable and robust trust platform for social internet of things: demo abstract. SenSys 2020: 635-636
[c188]
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  - conf/smartiot/NguyenPZSV20
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Vanh Khuyen Nguyen, Minh-Hieu Phan, Wei Emma Zhang, Quan Z. Sheng, Trung Duc Vo:
A Hybrid Approach for Intrusive Appliance Load Monitoring in Smart Home. SmartIoT 2020: 154-160
[c187]
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  - conf/trustcom/YanGMZWS20
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Yan Yan, Xin Gao, Adnan Mahmood, Yang Zhang, Shuang Wang, Quan Z. Sheng:
An Arithmetic Differential Privacy Budget Allocation Method for the Partitioning and Publishing of Location Information. TrustCom 2020: 1395-1401
[c186]
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  - conf/wise/WangWWSO20
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Nan Wang, Shoujin Wang, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun:
Modelling Local and Global Dependencies for Next-Item Recommendations. WISE (2) 2020: 285-300
[p13]
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Yongrui Qin, Quan Z. Sheng, Edward Curry:
Dissemination of Internet of Things Streams in a Real-time Linked Dataspace. Real-time Linked Dataspaces 2020: 191-208
[d1]
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Zawar Hussain, David Waterworth, Murtadha Aldeer, Wei Emma Zhang, Quan Z. Sheng:
Dataset: Toothbrushing Data and Analysis of its Potential Use in Human Activity Recognition Applications. Zenodo, 2020
[i30]
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  - journals/corr/abs-2001-04830
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Shoujin Wang, Liang Hu, Yan Wang, Longbing Cao, Quan Z. Sheng, Mehmet A. Orgun:
Sequential Recommender Systems: Challenges, Progress and Prospects. CoRR abs/2001.04830 (2020)
[i29]
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  - journals/corr/abs-2004-11718
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Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Nan Wang, Francesco Ricci, Philip S. Yu:
Graph Learning Approaches to Recommender Systems: A Review. CoRR abs/2004.11718 (2020)
[i28]
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  - journals/corr/abs-2004-13245
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Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Salma Abdalla Hamad, Munazza Zaib, Nguyen Hoang Tran, Lina Yao, Nguyen Lu Dang Khoa:
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems. CoRR abs/2004.13245 (2020)
[i27]
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  - journals/corr/abs-2005-03924
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Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quanzheng Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu:
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation. CoRR abs/2005.03924 (2020)
[i26]
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  - journals/corr/abs-2007-06758
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May S. Altulyan, Lina Yao, Xianzhi Wang, Chaoran Huang, Salil S. Kanhere, Quan Z. Sheng:
Recommender Systems for the Internet of Things: A Survey. CoRR abs/2007.06758 (2020)
[i25]
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  - journals/corr/abs-2010-07036
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Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, Fangyu Li, Mohammed Aledhari, Quan Z. Sheng:
Machine Learning Research Towards Combating COVID-19: Virus Detection, Spread Prevention, and Medical Assistance. CoRR abs/2010.07036 (2020)
[i24]
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  - journals/corr/abs-2010-07152
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Kai Wang, Yu Liu, Qian Ma, Quan Z. Sheng:
Multi-teacher Knowledge Distillation for Knowledge Graph Completion. CoRR abs/2010.07152 (2020)
[i23]
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  - journals/corr/abs-2011-04843
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Congbo Ma, Wei Emma Zhang, Mingyu Guo, Hu Wang, Quan Z. Sheng:
Multi-document Summarization via Deep Learning Techniques: A Survey. CoRR abs/2011.04843 (2020)
[i22]
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  - journals/corr/abs-2012-01594
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Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood, Dai Hoang Tran, Munazza Zaib, Salma Abdalla Hamad, Abdulwahab Aljubairy, Ahoud Abdulrahmn F. Alhazmi, Subhash Sagar, Congbo Ma:
The 10 Research Topics in the Internet of Things. CoRR abs/2012.01594 (2020)

2010 – 2019

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2019
[j127]
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Yan Yan, Lianxiu Zhang, Quan Z. Sheng, Bingqian Wang, Xin Gao, Yiming Cong:
Dynamic Release of Big Location Data Based on Adaptive Sampling and Differential Privacy. IEEE Access 7: 164962-164974 (2019)
[j126]
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Xizhao Wang, Arun Kumar Sangaiah, Michael Sheng, Syed Hassan Ahmed:
Introduction to the Special Section on Applying Machine Learning Systems for IoT Services in Industrial Informatics. Appl. Soft Comput. 80: 920-922 (2019)
[j125]
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Nguyen Khoi Tran, Quan Z. Sheng, Muhammad Ali Babar, Lina Yao, Wei Emma Zhang, Schahram Dustdar:
Internet of things search engine. Commun. ACM 62(7): 66-73 (2019)
[j124]
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  - journals/computing/BadidiASM19
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Elarbi Badidi, Yacine Atif, Quan Z. Sheng, Muthucumaru Maheswaran:
On personalized cloud service provisioning for mobile users using adaptive and context-aware service composition. Computing 101(4): 291-318 (2019)
[j123]
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  - journals/fi/MahmoodZS19
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Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng:
Software-Defined Heterogeneous Vehicular Networking: The Architectural Design and Open Challenges. Future Internet 11(3): 70 (2019)
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Lina Yao, Xianzhi Wang, Quan Z. Sheng, Schahram Dustdar, Shuai Zhang:
Recommendations on the Internet of Things: Requirements, Challenges, and Directions. IEEE Internet Comput. 23(3): 46-54 (2019)
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Xiang Zhang, Lina Yao, Shuai Zhang, Salil S. Kanhere, Michael Sheng, Yunhao Liu:
Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity. IEEE Internet Things J. 6(2): 2084-2092 (2019)
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Xiujuan Xu, Yu Liu, Wei Wang, Xiaowei Zhao, Quan Z. Sheng, Zhe Wang, Bowen Shi:
ITS-Frame: A Framework for Multi-Aspect Analysis in the Field of Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 20(8): 2893-2902 (2019)
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Jiayi Ma, Jia Wu, Ji Zhao, Junjun Jiang, Huabing Zhou, Quan Z. Sheng:
Nonrigid Point Set Registration With Robust Transformation Learning Under Manifold Regularization. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3584-3597 (2019)
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Samir Tata, Quan Z. Sheng, Eleni Stroulia:
Guest Editors' Introduction for Special Issue on Service Management for the Internet of Things. ACM Trans. Internet Techn. 19(1): 6:1-6:3 (2019)
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Xiaodong Ning, Lina Yao, Boualem Benatallah, Yihong Zhang, Quan Z. Sheng, Salil S. Kanhere:
Source-Aware Crisis-Relevant Tweet Identification and Key Information Summarization. ACM Trans. Internet Techn. 19(3): 37:1-37:20 (2019)
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Xianzhi Wang, Xiaofei Xu, Quan Z. Sheng, Zhongjie Wang, Lina Yao:
Novel Artificial Bee Colony Algorithms for QoS-Aware Service Selection. IEEE Trans. Serv. Comput. 12(2): 247-261 (2019)
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Scott Bourne, Claudia Szabo, Quan Z. Sheng:
Transactional Behavior Verification in Business Process as a Service Configuration. IEEE Trans. Serv. Comput. 12(2): 290-303 (2019)
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Quan Z. Sheng, Xiaofei Xu, Rong N. Chang, Liang-Jie Zhang:
Guest Editorial: Data-Centric Big Services. IEEE Trans. Serv. Comput. 12(3): 341-342 (2019)
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Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Dianhui Chu, Anne H. H. Ngu:
SmartVote: a full-fledged graph-based model for multi-valued truth discovery. World Wide Web 22(4): 1855-1885 (2019)
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Zhizhong Liu, Quan Z. Sheng, Wei Emma Zhang, Dianhui Chu, Xiaofei Xu:
Context-Aware Multi-QoS Prediction for Services in Mobile Edge Computing. SCC 2019: 72-79
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Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng:
Overcoming the Bottlenecks in Next-Generation Heterogeneous Vehicular Networks: Is SDN the Optimal Solution? ACSW 2019: 6:1-6:4
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Olayinka Adeleye, Jian Yu, Sira Yongchareon, Quan Z. Sheng, Liang Huai Yang:
A Fitness-Based Evolving Network for Web-APIs Discovery. ACSW 2019: 49:1-49:10
[c182]
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Weitong Chen, Lin Yue, Bohan Li, Can Wang, Quan Z. Sheng:
DAMTRNN: A Delta Attention-Based Multi-task RNN for Intention Recognition. ADMA 2019: 373-388
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Nguyen Khoi Tran, Muhammad Ali Babar, Quan Z. Sheng, John C. Grundy:
A Framework for Internet of Things Search Engines Engineering. APSEC 2019: 228-235
[c180]
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Sarah Ali Siddiqui, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng:
Machine Learning Based Trust Model for Misbehaviour Detection in Internet-of-Vehicles. ICONIP (4) 2019: 512-520
[c179]
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  - conf/icsoc/BotangenYYYS19
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Khavee Agustus Botangen, Jian Yu, Sira Yongchareon, Liang Huai Yang, Quan Z. Sheng:
Integrating Geographical and Functional Relevance to Implicit Data for Web Service Recommendation. ICSOC 2019: 53-57
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Bin Ye, Yan Wang, Mehmet A. Orgun, Quan Z. Sheng:
N2TM: A New Node to Trust Matrix Method for Spam Worker Defense in Crowdsourcing Environments. ICSOC 2019: 119-134
[c177]
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Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Quan Z. Sheng:
STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting. IJCAI 2019: 1981-1987
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Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao:
Modeling Multi-Purpose Sessions for Next-Item Recommendations via Mixture-Channel Purpose Routing Networks. IJCAI 2019: 3771-3777
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Shoujin Wang, Liang Hu, Yan Wang, Longbing Cao, Quan Z. Sheng, Mehmet A. Orgun:
Sequential Recommender Systems: Challenges, Progress and Prospects. IJCAI 2019: 6332-6338
[c174]
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Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang, Quan Z. Sheng:
Dual-stream Self-Attentive Random Forest for False Information Detection. IJCNN 2019: 1-8
[c173]
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Jun Ni, Yu Liu, Kai Wang, Zhehuan Zhao, Quan Z. Sheng:
Distantly Supervised Relation Extraction through a Trade-off Mechanism. IJCNN 2019: 1-8
[c172]
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  - conf/infocom/NguyenZLMS19
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Vanh Khuyen Nguyen, Wei Emma Zhang, Khoa Le, Adnan Mahmood, Quan Z. Sheng:
Demo Abstract: An End-to-End Real-Time Efficient System for Smart Energy Monitoring. INFOCOM Workshops 2019: 957-958
[c171]
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Sarah Ali Siddiqui, Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng:
Poster: A Machine Learning based Hybrid Trust Management Heuristic for Vehicular Ad hoc Networks. MobiCom 2019: 95:1-95:3
[c170]
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  - conf/mobiquitous/HussainSZS19
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Zawar Hussain, Subhash Sagar, Wei Emma Zhang, Quan Z. Sheng:
A cost-effective and non-invasive system for sleep and vital signs monitoring using passive RFID tags. MobiQuitous 2019: 153-161
[c169]
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Jianchao Lu, Xi Zheng, Quan Z. Sheng, Zawar Hussain, Jiaxing Wang, Wanlei Zhou:
MFE-HAR: multiscale feature engineering for human activity recognition using wearable sensors. MobiQuitous 2019: 180-189
[c168]
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Adnan Mahmood, Sarah Ali Siddiqui, Wei Emma Zhang, Quan Z. Sheng:
A Hybrid Trust Management Model for Secure and Resource Efficient Vehicular Ad hoc Networks. PDCAT 2019: 154-159
[c167]
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  - conf/percom/MahmoodBZSS19
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Adnan Mahmood, Bernard Butler, Wei Emma Zhang, Quan Z. Sheng, Sarah Ali Siddiqui:
A Hybrid Trust Management Heuristic for VANETs. PerCom Workshops 2019: 748-752
[c166]
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  - conf/trustcom/HamadZSN19
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Salma Abdalla Hamad, Wei Emma Zhang, Quan Z. Sheng, Surya Nepal:
IoT Device Identification via Network-Flow Based Fingerprinting and Learning. TrustCom/BigDataSE 2019: 103-111
[c165]
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  - conf/wise/BeheshtiBSS19
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Amin Beheshti, Boualem Benatallah, Quan Z. Sheng, Francesco Schiliro:
Intelligent Knowledge Lakes: The Age of Artificial Intelligence and Big Data. WISE Workshops 2019: 24-34
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Adnan Mahmood, Wei Emma Zhang, Quan Z. Sheng, Sarah Ali Siddiqui, Abdulwahab Aljubairy:
Trust ManagementTrust Management for Software-Defined Heterogeneous Vehicular Ad Hoc NetworksVehicular Ad hoc Networks. Security, Privacy and Trust in the IoT Environment 2019: 203-226
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Adnan Mahmood, Bernard Butler, Quan Z. Sheng, Wei Emma Zhang, Brendan Jennings:
Need of Ambient Intelligence for Next-Generation Connected and Autonomous Vehicles. Guide to Ambient Intelligence in the IoT Environment 2019: 133-151
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  - conf/bpm/2018w
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Florian Daniel, Quan Z. Sheng, Hamid Motahari:
Business Process Management Workshops - BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers. Lecture Notes in Business Information Processing 342, Springer 2019, ISBN 978-3-030-11640-8 [contents]
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Hakim Hacid, Quan Z. Sheng, Tetsuya Yoshida, Azadeh Sarkheyli, Rui Zhou:
Data Quality and Trust in Big Data - 5th International Workshop, QUAT 2018, Held in Conjunction with WISE 2018, Dubai, UAE, November 12-15, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11235, Springer 2019, ISBN 978-3-030-19142-9 [contents]
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Yongrui Qin, Quan Z. Sheng:
Big Data Analysis and IoT. Encyclopedia of Big Data Technologies 2019
[i21]
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  - journals/corr/abs-1901-00415
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Dai Hoang Tran, Zawar Hussain, Wei Emma Zhang, Nguyen Lu Dang Khoa, Nguyen Hoang Tran, Quan Z. Sheng:
Deep Autoencoder for Recommender Systems: Parameter Influence Analysis. CoRR abs/1901.00415 (2019)
[i20]
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  - journals/corr/abs-1901-06796
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Wei Emma Zhang, Quan Z. Sheng, Ahoud Alhazmi:
Generating Textual Adversarial Examples for Deep Learning Models: A Survey. CoRR abs/1901.06796 (2019)
[i19]
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Khavee Agustus Botangen, Jian Yu, Michael Sheng:
Towards Measuring the Adaptability of an AO4BPEL Process. CoRR abs/1905.06438 (2019)
[i18]
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  - journals/corr/abs-1905-10069
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Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Quan Z. Sheng:
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting. CoRR abs/1905.10069 (2019)
[i17]
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  - journals/corr/abs-1906-05074
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Zawar Hussain, Michael Sheng, Wei Emma Zhang:
Different Approaches for Human Activity Recognition: A Survey. CoRR abs/1906.05074 (2019)
2018
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Wei Emma Zhang, Quan Z. Sheng:
Managing Data From Knowledge Bases: Querying and Extraction. Springer 2018, ISBN 978-3-319-94934-5, pp. 1-139
[j112]
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Ruilin Liu, Xiaofei Xu, Zhongjie Wang, Quan Z. Sheng:
Service Solution Planning Considering Priori Knowledge and Fast Retrieval. IEEE Access 6: 68263-68276 (2018)
[j111]
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  - journals/casa/YuSAW18
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Jian Yu, Quan Z. Sheng, Olayinka Adeleye, Chris Wang:
AndroCon: An Android-Based Context-Aware Middleware Framework. EAI Endorsed Trans. Context aware Syst. Appl. 4(13): e1 (2018)
[j110]
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Quan Z. Sheng, Yongrui Qin:
Guest editorial: special issue on advanced data mining and applications. Computing 100(4): 331-333 (2018)
[j109]
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Lina Yao, Quan Z. Sheng, Boualem Benatallah, Schahram Dustdar, Xianzhi Wang, Ali Shemshadi, Salil S. Kanhere:
WITS: an IoT-endowed computational framework for activity recognition in personalized smart homes. Computing 100(4): 369-385 (2018)
[j108]
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Brij B. Gupta, Arun Kumar Sangaiah, Nadia Nedjah, Shingo Yamaguchi, Zhiyong Zhang, Michael Sheng:
Recent research in computational intelligence paradigms into security and privacy for online social networks (OSNs). Future Gener. Comput. Syst. 86: 851-854 (2018)
[j107]
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Joel J. P. C. Rodrigues, Xizhao Wang, Arun Kumar Sangaiah, Michael Sheng:
Guest Editorial Special Issue on Integrated Computing: Computational Intelligence Paradigms and Internet of Things for Industrial Applications. IEEE Internet Things J. 5(3): 1572-1574 (2018)
[j106]
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Wenjie Ruan, Quan Z. Sheng, Lina Yao, Xue Li, Nickolas J. G. Falkner, Lei Yang:
Device-free human localization and tracking with UHF passive RFID tags: A data-driven approach. J. Netw. Comput. Appl. 104: 78-96 (2018)
[j105]
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Talal H. Noor, Sherali Zeadally, Abdullah Alfazi, Quan Z. Sheng:
Mobile cloud computing: Challenges and future research directions. J. Netw. Comput. Appl. 115: 70-85 (2018)
[j104]
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  - journals/scientometrics/LiuLXSS18
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Yu Liu, Dan Lin, Xiujuan Xu, Shimin Shan, Quan Z. Sheng:
Multi-views on Nature Index of Chinese academic institutions. Scientometrics 114(3): 823-837 (2018)
[j103]
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Brij Bhooshan Gupta, Dharma P. Agrawal, Shingo Yamaguchi, Michael Sheng:
Advances in applying soft computing techniques for big data and cloud computing. Soft Comput. 22(23): 7679-7683 (2018)
[j102]
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Charith Perera, Athanasios V. Vasilakos, Gül Çalikli, Quan Z. Sheng, Kuan-Ching Li:
Guest Editorial Special Section on Engineering Industrial Big Data Analytics Platforms for Internet of Things. IEEE Trans. Ind. Informatics 14(2): 744-747 (2018)
[j101]
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Lina Yao, Quan Z. Sheng, Xue Li, Tao Gu, Mingkui Tan, Xianzhi Wang, Sen Wang, Wenjie Ruan:
Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength. IEEE Trans. Mob. Comput. 17(2): 293-306 (2018)
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Wenjie Ruan, Quan Z. Sheng, Peipei Xu, Lei Yang, Tao Gu, Longfei Shangguan:
Making Sense of Doppler Effect for Multi-Modal Hand Motion Detection. IEEE Trans. Mob. Comput. 17(9): 2087-2100 (2018)
[j99]
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Lina Yao, Quan Z. Sheng, Xianzhi Wang, Wei Emma Zhang, Yongrui Qin:
Collaborative Location Recommendation by Integrating Multi-dimensional Contextual Information. ACM Trans. Internet Techn. 18(3): 32:1-32:24 (2018)
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Wei Emma Zhang, Quan Z. Sheng, Lina Yao, Kerry Taylor, Ali Shemshadi, Yongrui Qin:
A Learning-Based Framework for Improving Querying on Web Interfaces of Curated Knowledge Bases. ACM Trans. Internet Techn. 18(3): 35:1-35:20 (2018)
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Wei Emma Zhang, Quan Z. Sheng, Jey Han Lau, Ermyas Abebe, Wenjie Ruan:
Duplicate Detection in Programming Question Answering Communities. ACM Trans. Internet Techn. 18(3): 37:1-37:21 (2018)
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Yongrui Qin, Quan Z. Sheng, Hua Wang, Nickolas J. G. Falkner:
Organizing XML Data in a Wireless Broadcast System by Exploiting Structural Similarity. Wirel. Pers. Commun. 98(1): 1299-1329 (2018)
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Yihong Zhang, Claudia Szabo, Quan Z. Sheng, Xiu Susie Fang:
SNAF: Observation filtering and location inference for event monitoring on twitter. World Wide Web 21(2): 311-343 (2018)
[j94]
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Lina Yao, Quan Z. Sheng, Xianzhi Wang, Shengrui Wang, Xue Li, Sen Wang:
Collaborative text categorization via exploiting sparse coefficients. World Wide Web 21(2): 373-394 (2018)
[j93]
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Wei Emma Zhang, Quan Z. Sheng, Yongrui Qin, Kerry Taylor, Lina Yao:
Learning-based SPARQL query performance modeling and prediction. World Wide Web 21(4): 1015-1035 (2018)
[c164]
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Dai Hoang Tran, Zawar Hussain, Wei Zhang, Khoa L. D. Nguyen, Nguyen Hoang Tran, Quan Z. Sheng:
Deep Autoencoder for Recommender Systems: Parameter Influence Analysis. ACIS 2018: 66
[c163]
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Amin Beheshti, Francesco Schiliro, Samira Ghodratnama, Farhad Amouzgar, Boualem Benatallah, Jian Yang, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad:
iProcess: Enabling IoT Platforms in Data-Driven Knowledge-Intensive Processes. BPM (Forum) 2018: 108-126
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Zakaria Maamar, Mohamed Sellami, Noura Faci, Emir Ugljanin, Quan Z. Sheng:
Storytelling Integration of the Internet of Things into Business Processes. BPM (Forum) 2018: 127-142
[c161]
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Weitong Chen, Sen Wang, Guodong Long, Lina Yao, Quan Z. Sheng, Xue Li:
Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit. ICDM 2018: 917-922
[c160]
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Francesco Schiliro, Amin Beheshti, Samira Ghodratnama, Farhad Amouzgar, Boualem Benatallah, Jian Yang, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad:
iCOP: IoT-Enabled Policing Processes. ICSOC Workshops 2018: 447-452
[c159]
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Farhad Amouzgar, Amin Beheshti, Samira Ghodratnama, Boualem Benatallah, Jian Yang, Quan Z. Sheng:
iSheets: A Spreadsheet-Based Machine Learning Development Platform for Data-Driven Process Analytics. ICSOC Workshops 2018: 453-457
[c158]
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  - conf/ijcnn/CuiWWYS18
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Lin Cui, Caiyin Wang, Jia Wu, Jian Yang, Michael Sheng:
Individual Interest and Trust Driving Collective Intelligence Awareness for Social Recommendation. IJCNN 2018: 1-6
[c157]
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  - conf/percom/ZhangYSKGZ18
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Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang:
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals. PerCom 2018: 1-10
[c156]
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  - conf/sigir/ZhangSTR18
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Wei Emma Zhang, Quan Z. Sheng, Zhejun Tang, Wenjie Ruan:
Related or Duplicate: Distinguishing Similar CQA Questions via Convolutional Neural Networks. SIGIR 2018: 1153-1156
[c155]
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Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng, Hao Huang:
DUAL: A Deep Unified Attention Model with Latent Relation Representations for Fake News Detection. WISE (1) 2018: 199-209
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Vanh Khuyen Nguyen, Wei Emma Zhang, Quan Z. Sheng:
Identifying Price Index Classes for Electricity Consumers via Dynamic Gradient Boosting. WISE (2) 2018: 472-486
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  - conf/sigsoft/2018ensemble
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Antonio Bucchiarone, Marina Mongiello, Francesco Nocera, Michael Sheng:
Proceedings of the 1st ACM SIGSOFT International Workshop on Ensemble-Based Software Engineering, EnSEmble@ESEC/SIGSOFT FSE 2018, Lake Buena Vista, FL, USA, November 4, 2018. ACM 2018, ISBN 978-1-4503-6054-8 [contents]
[i16]
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Xiang Zhang, Lina Yao, Shuai Zhang, Salil S. Kanhere, Quan Z. Sheng, Yunhao Liu:
Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity. CoRR abs/1805.00789 (2018)
[i15]
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  - journals/corr/abs-1807-08461
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Wei Emma Zhang, Quan Z. Sheng, Schahram Dustdar:
A Cache-based Optimizer for Querying Enhanced Knowledge Bases. CoRR abs/1807.08461 (2018)
[i14]
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  - journals/corr/abs-1811-12573
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Quan Z. Sheng, Jian Yu, Hanchuan Xu, Wei Emma Zhang, Anne H. H. Ngu, Jun Han, Ruilin Liu:
ContextServ: Towards Model-Driven Development of Context-AwareWeb Services. CoRR abs/1811.12573 (2018)
[i13]
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  - journals/corr/abs-1812-02930
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Nguyen Khoi Tran, Quan Z. Sheng, Muhammad Ali Babar, Lina Yao, Wei Emma Zhang, Schahram Dustdar:
Internet of Things Search Engine: Concepts, Classification, and Open Issues. CoRR abs/1812.02930 (2018)
2017
[j92]
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Athman Bouguettaya, Munindar P. Singh, Michael N. Huhns, Quan Z. Sheng, Hai Dong, Qi Yu, Azadeh Ghari Neiat, Sajib Mistry, Boualem Benatallah, Brahim Medjahed, Mourad Ouzzani, Fabio Casati, Xumin Liu, Hongbing Wang, Dimitrios Georgakopoulos, Liang Chen, Surya Nepal, Zaki Malik, Abdelkarim Erradi, Yan Wang, M. Brian Blake, Schahram Dustdar, Frank Leymann, Michael P. Papazoglou:
A service computing manifesto: the next 10 years. Commun. ACM 60(4): 64-72 (2017)
[j91]
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  - journals/csur/WeerasiriBBSR17
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Denis Weerasiri, Moshe Chai Barukh, Boualem Benatallah, Quan Z. Sheng, Rajiv Ranjan:
A Taxonomy and Survey of Cloud Resource Orchestration Techniques. ACM Comput. Surv. 50(2): 26:1-26:41 (2017)
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Nguyen Khoi Tran, Quan Z. Sheng, Muhammad Ali Babar, Lina Yao:
Searching the Web of Things: State of the Art, Challenges, and Solutions. ACM Comput. Surv. 50(4): 55:1-55:34 (2017)
[j89]
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  - journals/fgcs/XuLWSYW17
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Xiaofei Xu, Zhizhong Liu, Zhongjie Wang, Quan Z. Sheng, Jian Yu, Xianzhi Wang:
S-ABC: A paradigm of service domain-oriented artificial bee colony algorithms for service selection and composition. Future Gener. Comput. Syst. 68: 304-319 (2017)
[j88]
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  - journals/fgcs/ChauhanBS17
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Muhammad Aufeef Chauhan, Muhammad Ali Babar, Quan Z. Sheng:
A Reference Architecture for provisioning of Tools as a Service: Meta-model, Ontologies and Design Elements. Future Gener. Comput. Syst. 69: 41-65 (2017)
[j87]
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Anne Hee Hiong Ngu, Mario A. Gutierrez, Vangelis Metsis, Surya Nepal, Quan Z. Sheng:
IoT Middleware: A Survey on Issues and Enabling Technologies. IEEE Internet Things J. 4(1): 1-20 (2017)
[j86]
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  - journals/puc/ShengZS17
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Quan Z. Sheng, Wei Emma Zhang, Elhadi M. Shakshuki:
Practices and applications in ambient and intelligent information systems. Pers. Ubiquitous Comput. 21(6): 1039-1040 (2017)
[j85]
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Ali Shemshadi, Quan Z. Sheng, Yongrui Qin, Aixin Sun, Wei Emma Zhang, Lina Yao:
Searching for the internet of things: where it is and what it looks like. Pers. Ubiquitous Comput. 21(6): 1097-1112 (2017)
[j84]
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Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Xue Li, Boualem Benattalah:
Unveiling Correlations via Mining Human-Thing Interactions in the Web of Things. ACM Trans. Intell. Syst. Technol. 8(5): 62:1-62:25 (2017)
[j83]
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Sen Wang, Xue Li, Xiaojun Chang, Lina Yao, Quan Z. Sheng, Guodong Long:
Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining. ACM Trans. Knowl. Discov. Data 11(3): 31:1-31:21 (2017)
[j82]
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Yongrui Qin, Quan Z. Sheng, Nickolas J. G. Falkner, Lina Yao, Simon Parkinson:
Efficient computation of distance labeling for decremental updates in large dynamic graphs. World Wide Web 20(5): 915-937 (2017)
[c153]
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  - conf/acsw/BotangenYS17
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Khavee Agustus Botangen, Jian Yu, Michael Sheng:
Towards measuring the adaptability of an AO4BPEL process. ACSW 2017: 6:1-6:7
[c152]
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Wei Emma Zhang, Quan Z. Sheng, Yanjun Shu, Vanh Khuyen Nguyen:
Feature Analysis for Duplicate Detection in Programming QA Communities. ADMA 2017: 623-638
[c151]
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Vanh Khuyen Nguyen, Wei Emma Zhang, Quan Z. Sheng, Jason Merefield:
Mining Load Profile Patterns for Australian Electricity Consumers. ADMA 2017: 781-793
[c150]
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  - conf/assri/AlfaziSBRQ17
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Abdullah Alfazi, Quan Z. Sheng, Ali Babar, Wenjie Ruan, Yongrui Qin:
Toward Unified Cloud Service Discovery for Enhanced Service Identification. ASSRI 2017: 149-163
[c149]
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Yihong Zhang, Claudia Szabo, Quan Z. Sheng, Wei Emma Zhang, Yongrui Qin:
Identifying Domains and Concepts in Short Texts via Partial Taxonomy and Unlabeled Data. CAiSE 2017: 127-143
[c148]
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  - conf/cdve/XuLMS17
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Xiujuan Xu, Yu Liu, Ruixin Ma, Quan Z. Sheng:
Collaboration Patterns at Scheduling in 10 Years. CDVE 2017: 236-243
[c147]
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  - conf/dasfaa/RuanXSFLZ17
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Wenjie Ruan, Peipei Xu, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li, Wei Emma Zhang:
Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data via Robust Low-Rank Tensor Completion. DASFAA (1) 2017: 607-622
[c146]
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Yongrui Qin, Quan Z. Sheng, Simon Parkinson, Nickolas J. G. Falkner:
Edge Influence Computation in Dynamic Graphs. DASFAA (2) 2017: 649-660
[c145]
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  - conf/er/FangSWBYN17
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Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Mahmoud Barhamgi, Lina Yao, Anne H. H. Ngu:
SourceVote: Fusing Multi-valued Data via Inter-source Agreements. ER 2017: 164-172
[c144]
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Xiang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng, Xianzhi Wang:
Intent Recognition in Smart Living Through Deep Recurrent Neural Networks. ICONIP (2) 2017: 748-758
[c143]
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Shance Wang, Zhongjie Wang, Xiaofei Xu, Quan Z. Sheng:
App Update Patterns: How Developers Act on User Reviews in Mobile App Stores. ICSOC 2017: 125-141
[c142]
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Yanjun Shu, Decheng Zuo, Hongwei Liu, Quan Z. Sheng, Wei Emma Zhang, Jian Yang:
A Tree-Based Reliability Analysis for Fault-Tolerant Web Services Composition. ICSOC 2017: 481-489
[c141]
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  - conf/icws/0001YWBS17
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Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng:
Expert as a Service: Software Expert Recommendation via Knowledge Domain Embeddings in Stack Overflow. ICWS 2017: 317-324
[c140]
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  - conf/icws/LiuXWSX17
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Ruilin Liu, Xiaofei Xu, Zhongjie Wang, Quan Z. Sheng, Hanchuan Xu:
Probability Matrix of Request-Solution Mapping for Efficient Service Selection. ICWS 2017: 444-451
[c139]
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  - conf/mobiquitous/ZhangYZWSG17
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Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu:
Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis. MobiQuitous 2017: 28-37
[c138]
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Peipei Xu, Wenjie Ruan, Quan Z. Sheng, Tao Gu, Lina Yao:
Interpolating the Missing Values for Multi-Dimensional Spatial-Temporal Sensor Data: A Tensor SVD Approach. MobiQuitous 2017: 442-451
[c137]
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Jian Yu, Quan Z. Sheng, Wei Qi Yan, Chris Wang, Olayinka Adeleye:
AndroCon: An Android-Based Context-Aware Middleware Framework for Data Provisioning. MobiQuitous 2017: 531-532
[c136]
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Nguyen Khoi Tran, Quan Z. Sheng, Muhammad Ali Babar, Lina Yao:
A Kernel-Based Approach to Developing Adaptable and Reusable Sensor Retrieval Systems for the Web of Things. WISE (1) 2017: 315-329
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Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Anne H. H. Ngu:
Value Veracity Estimation for Multi-Truth Objects via a Graph-Based Approach. WWW (Companion Volume) 2017: 777-778
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Wei Emma Zhang, Quan Z. Sheng, Jey Han Lau, Ermyas Abebe:
Detecting Duplicate Posts in Programming QA Communities via Latent Semantics and Association Rules. WWW 2017: 1221-1229
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Ali Shemshadi, Quan Z. Sheng, Yongrui Qin:
The Anatomy of An Intent Based Search and Crawler Engine for the Web of Things. Managing the Web of Things 2017: 37-72
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Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Xue Li, Boualem Benatallah, Xianzhi Wang:
Building Entity Graphs for the Web of Things Management. Managing the Web of Things 2017: 275-303
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Quan Z. Sheng, Yongrui Qin, Lina Yao, Boualem Benatallah:
Preface. Managing the Web of Things 2017: xvii-xviii
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Yongrui Qin, Quan Z. Sheng:
Pattern Matching Over Linked Data Streams. Handbook of Big Data Technologies 2017: 409-427
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Wei Emma Zhang, Quan Z. Sheng:
Searching the Big Data: Practices and Experiences in Efficiently Querying Knowledge Bases. Handbook of Big Data Technologies 2017: 429-453
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Arun Kumar Sangaiah, Ajith Abraham, Patrick Siarry, Michael Sheng:
Intelligent Decision Support Systems for Sustainable Computing. Intelligent Decision Support Systems for Sustainable Computing 2017: 1-6
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Michael Sheng, Yongrui Qin, Lina Yao, Boualem Benatallah:
Managing the Web of Things: Linking the Real World to the Web. Morgan Kaufmann 2017, ISBN 978-0-12-809764-9 [contents]
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Arun Kumar Sangaiah, Ajith Abraham, Patrick Siarry, Michael Sheng:
Intelligent Decision Support Systems for Sustainable Computing - Paradigms and Applications. Studies in Computational Intelligence 705, Springer 2017, ISBN 978-3-319-53152-6 [contents]
[i12]
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Xiang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng, Xianzhi Wang:
Enhancing Mind Controlled Smart Living Through Recurrent Neural Networks. CoRR abs/1702.06830 (2017)
[i11]
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Xiang Zhang, Lina Yao, Kaixuan Chen, Xianzhi Wang, Quan Z. Sheng, Tao Gu:
DeepKey: An EEG and Gait Based Dual-Authentication System. CoRR abs/1706.01606 (2017)
[i10]
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Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Anne H. H. Ngu:
SmartMTD: A Graph-Based Approach for Effective Multi-Truth Discovery. CoRR abs/1708.02018 (2017)
[i9]
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Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Wei Emma Zhang, Anne H. H. Ngu:
From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth. CoRR abs/1708.02029 (2017)
[i8]
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Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang:
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals. CoRR abs/1709.08820 (2017)
[i7]
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Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu:
Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis. CoRR abs/1709.09077 (2017)
2016
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Talal H. Noor, Quan Z. Sheng, Zakaria Maamar, Sherali Zeadally:
Managing Trust in the Cloud: State of the Art and Research Challenges. Computer 49(2): 34-45 (2016)
[j80]
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Ling Chen, Xue Li, Yi Yang, Hanna Kurniawati, Quan Z. Sheng, Hsiao-Yun Hu, Nicole Huang:
Personal health indexing based on medical examinations: A data mining approach. Decis. Support Syst. 81: 54-65 (2016)
[j79]
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Yihong Zhang, Claudia Szabo, Quan Z. Sheng:
Reduce or remove: Individual sensor reliability profiling and data cleaning. Intell. Data Anal. 20(5): 979-995 (2016)
[j78]
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Quan Z. Sheng, Xue Li, Anne H. H. Ngu, Yongrui Qin, Dong Xie:
Guest editorial: web of things. Inf. Syst. Frontiers 18(4): 639-643 (2016)
[j77]
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Edward Curry, Schahram Dustdar, Quan Z. Sheng, Amit P. Sheth:
Smart cities - enabling services and applications. J. Internet Serv. Appl. 7(1): 6:1-6:3 (2016)
[j76]
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Yongrui Qin, Quan Z. Sheng, Nickolas J. G. Falkner, Schahram Dustdar, Hua Wang, Athanasios V. Vasilakos:
When things matter: A survey on data-centric internet of things. J. Netw. Comput. Appl. 64: 137-153 (2016)
[j75]
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Ali Shemshadi, Quan Z. Sheng, Yongrui Qin:
Efficient pattern matching for graphs with multi-Labeled nodes. Knowl. Based Syst. 109: 256-265 (2016)
[j74]
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Sen Wang, Xiaojun Chang, Xue Li, Quan Z. Sheng, Weitong Chen:
Multi-task support vector machines for feature selection with shared knowledge discovery. Signal Process. 120: 746-753 (2016)
[j73]
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Michael Sheng, Athanasios V. Vasilakos, Qi Yu, Lina You:
Guest Editorial: Big Data Analytics and the Web. IEEE Trans. Big Data 2(3): 189 (2016)
[j72]
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Ling Chen, Xue Li, Quan Z. Sheng, Wen-Chih Peng, John Bennett, Hsiao-Yun Hu, Nicole Huang:
Mining Health Examination Records - A Graph-Based Approach. IEEE Trans. Knowl. Data Eng. 28(9): 2423-2437 (2016)
[j71]
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Sen Wang, Xiaojun Chang, Xue Li, Guodong Long, Lina Yao, Quan Z. Sheng:
Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding. IEEE Trans. Knowl. Data Eng. 28(12): 3191-3202 (2016)
[j70]
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Djamal Benslimane, Quan Z. Sheng, Mahmoud Barhamgi, Henri Prade:
The Uncertain Web: Concepts, Challenges, and Current Solutions. ACM Trans. Internet Techn. 16(1): 1:1-1:6 (2016)
[j69]
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Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Xue Li:
Things of Interest Recommendation by Leveraging Heterogeneous Relations in the Internet of Things. ACM Trans. Internet Techn. 16(2): 9:1-9:25 (2016)
[j68]
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Talal H. Noor, Quan Z. Sheng, Lina Yao, Schahram Dustdar, Anne H. H. Ngu:
CloudArmor: Supporting Reputation-Based Trust Management for Cloud Services. IEEE Trans. Parallel Distributed Syst. 27(2): 367-380 (2016)
[j67]
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Sen Wang, Pingbo Pan, Guodong Long, Weitong Chen, Xue Li, Quan Z. Sheng:
Compact representation for large-scale unconstrained video analysis. World Wide Web 19(2): 231-246 (2016)
[j66]
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Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Byron J. Gao, Xue Li, Sen Wang:
Multi-label classification via learning a unified object-label graph with sparse representation. World Wide Web 19(6): 1125-1149 (2016)
[c133]
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Ali Shemshadi, Quan Z. Sheng, Yongrui Qin, Ali Alzubaidi:
CEIoT: A Framework for Interlinking Smart Things in the Internet of Things. ADMA 2016: 203-218
[c132]
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Wenjie Ruan, Leon Chea, Quan Z. Sheng, Lina Yao:
Recognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven Approach. ADMA 2016: 250-265
[c131]
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Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang:
An Ensemble Approach for Better Truth Discovery. ADMA 2016: 298-311
[c130]
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Xiujuan Xu, Benzhe Su, Xiaowei Zhao, Zhenzhen Xu, Quan Z. Sheng:
Effective Traffic Flow Forecasting Using Taxi and Weather Data. ADMA 2016: 507-519
[c129]
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Wei Emma Zhang, Quan Z. Sheng, Ermyas Abebe, Muhammad Ali Babar, Andi Zhou:
Mining Source Code Topics Through Topic Model and Words Embedding. ADMA 2016: 664-676
[c128]
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Cheng Chang, Yihong Zhang, Claudia Szabo, Quan Z. Sheng:
Extreme User and Political Rumor Detection on Twitter. ADMA 2016: 751-763
[c127]
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  - conf/adma/AljubairySS16
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Abdulwahab Aljubairy, Ali Shemshadi, Quan Z. Sheng:
Real-Time Investigation of Flight Delays Based on the Internet of Things Data. ADMA 2016: 788-800
[c126]
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Abdullah Alfazi, Quan Z. Sheng, Wei Emma Zhang, Lina Yao, Talal H. Noor:
Identification as a Service: Large-Scale Cloud Service Discovery over the World Wide Web. BigData Congress 2016: 485-492
[c125]
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Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, Xiaofei Xu, Boualem Benatallah:
Truth Discovery via Exploiting Implications from Multi-Source Data. CIKM 2016: 861-870
[c124]
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Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, Xiaofei Xu, Boualem Benatallah:
Empowering Truth Discovery with Multi-Truth Prediction. CIKM 2016: 881-890
[c123]
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Wei Emma Zhang, Mingkui Tan, Quan Z. Sheng, Lina Yao, Qinfeng Shi:
Efficient Orthogonal Non-negative Matrix Factorization over Stiefel Manifold. CIKM 2016: 1743-1752
[c122]
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Wenjie Ruan, Quan Z. Sheng, Peipei Xu, Nguyen Khoi Tran, Nickolas J. G. Falkner, Xue Li, Wei Emma Zhang:
Forecasting Seasonal Time Series Using Weighted Gradient RBF Network based Autoregressive Model. CIKM 2016: 2021-2024
[c121]
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Wenjie Ruan, Peipei Xu, Quan Z. Sheng, Nguyen Khoi Tran, Nickolas J. G. Falkner, Xue Li, Wei Emma Zhang:
When Sensor Meets Tensor: Filling Missing Sensor Values Through a Tensor Approach. CIKM 2016: 2025-2028
[c120]
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Yongrui Qin, Lina Yao, Quan Z. Sheng:
Approximate Semantic Matching over Linked Data Streams. DEXA (2) 2016: 37-51
[c119]
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  - conf/huc/YaoNSGLW16
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Lina Yao, Feiping Nie, Quan Z. Sheng, Tao Gu, Xue Li, Sen Wang:
Learning from less for better: semi-supervised activity recognition via shared structure discovery. UbiComp 2016: 13-24
[c118]
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Wenjie Ruan, Quan Z. Sheng, Lei Yang, Tao Gu, Peipei Xu, Longfei Shangguan:
AudioGest: enabling fine-grained hand gesture detection by decoding echo signal. UbiComp 2016: 474-485
[c117]
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Bobaker Mohamed A. Madi, Quan Z. Sheng, Lina Yao, Yongrui Qin, Xianzhi Wang:
PLMwsp: Probabilistic Latent Model for Web Service QoS Prediction. ICWS 2016: 623-630
[c116]
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Wenjie Ruan, Quan Z. Sheng, Lina Yao, Nguyen Khoi Tran, Yu Chieh Yang:
PreventDark: Automatically detecting and preventing problematic use of smartphones in darkness. PerCom Workshops 2016: 1-3
[c115]
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Wenjie Ruan, Quan Z. Sheng, Lina Yao, Lei Yang, Tao Gu:
HOI-Loc: Towards unobstructive human localization with probabilistic multi-sensor fusion. PerCom Workshops 2016: 1-4
[c114]
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Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z. Sheng, Lina Yao:
Uncovering Locally Discriminative Structure for Feature Analysis. ECML/PKDD (1) 2016: 281-295
[c113]
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Wei Emma Zhang, Quan Z. Sheng, Yongrui Qin, Lina Yao, Ali Shemshadi, Kerry L. Taylor:
SECF: improving SPARQL querying performance with proactive fetching and caching. SAC 2016: 362-367
[c112]
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Wei Emma Zhang, Ermyas Abebe, Quan Z. Sheng, Kerry L. Taylor:
Towards Building Open Knowledge Base From Programming Question-Answering Communities. ISWC (Posters & Demos) 2016
[c111]
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Ali Shemshadi, Quan Z. Sheng, Yongrui Qin:
ThingSeek: A Crawler and Search Engine for the Internet of Things. SIGIR 2016: 1149-1152
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Yihong Zhang, Claudia Szabo, Quan Z. Sheng:
Improving Object and Event Monitoring on Twitter Through Lexical Analysis and User Profiling. WISE (2) 2016: 19-34
[c109]
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Wei Emma Zhang, Quan Z. Sheng, Kerry L. Taylor, Yongrui Qin, Lina Yao:
Learning-Based SPARQL Query Performance Prediction. WISE (1) 2016: 313-327
[c108]
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Wenjie Ruan, Quan Z. Sheng, Lina Yao, Tao Gu, Michele Ruta, Longfei Shangguan:
Device-free indoor localization and tracking through Human-Object Interactions. WoWMoM 2016: 1-9
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Jinyan Li, Xue Li, Shuliang Wang, Jianxin Li, Quan Z. Sheng:
Advanced Data Mining and Applications - 12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings. Lecture Notes in Computer Science 10086, 2016, ISBN 978-3-319-49585-9 [contents]
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Quan Z. Sheng, Eleni Stroulia, Samir Tata, Sami Bhiri:
Service-Oriented Computing - 14th International Conference, ICSOC 2016, Banff, AB, Canada, October 10-13, 2016, Proceedings. Lecture Notes in Computer Science 9936, Springer 2016, ISBN 978-3-319-46294-3 [contents]
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Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z. Sheng, Lina Yao:
Uncovering Locally Discriminative Structure for Feature Analysis. CoRR abs/1607.02559 (2016)
[i5]
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Ali Shemshadi, Quan Z. Sheng, Wei Emma Zhang, Aixin Sun, Yongrui Qin, Lina Yao:
Searching for the Internet of Things on the Web: Where It Is and What It Looks Like. CoRR abs/1607.06884 (2016)
2015
[j65]
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Lina Yao, Quan Z. Sheng, Wenjie Ruan, Tao Gu, Xue Li, Nick Falkner, Zhi Yang:
RF-Care: Device-Free Posture Recognition for Elderly People Using A Passive RFID Tag Array. EAI Endorsed Trans. Ambient Syst. 2(6): e2 (2015)
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Quan Z. Sheng, Elhadi M. Shakshuki, Jian Yu:
Ambient and Context-Aware Services for the Future Web. Comput. J. 58(8): 1687-1688 (2015)
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Xiaofei Xu, Quan Z. Sheng, Liang-Jie Zhang, Yushun Fan, Schahram Dustdar:
From Big Data to Big Service. Computer 48(7): 80-83 (2015)
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Yongrui Qin, Quan Z. Sheng, Edward Curry:
Matching Over Linked Data Streams in the Internet of Things. IEEE Internet Comput. 19(3): 21-27 (2015)
[j61]
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Lina Yao, Quan Z. Sheng, Schahram Dustdar:
Web-Based Management of the Internet of Things. IEEE Internet Comput. 19(4): 60-67 (2015)
[j60]
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Quan Z. Sheng, Elhadi M. Shakshuki:
Ambient and context-aware services. J. Comput. Syst. Sci. 81(3): 485-486 (2015)
[j59]
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Jian Yu, Quan Z. Sheng, Joshua K. Y. Swee, Jun Han, Chengfei Liu, Talal H. Noor:
Model-driven development of adaptive web service processes with aspects and rules. J. Comput. Syst. Sci. 81(3): 533-552 (2015)
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Rui Zeng, Quan Z. Sheng, Lina Yao:
A simulation method for social networks. Soc. Netw. Anal. Min. 5(1): 6:1-6:14 (2015)
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Quan Z. Sheng, Athanasios V. Vasilakos, Qi Yu, Lina Yao:
Guest Editorial: Big Data Analytics and the Web. IEEE Trans. Big Data 1(4): 123-124 (2015)
[j56]
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Yanbo Wu, Hong Shen, Quan Z. Sheng:
A Cloud-Friendly RFID Trajectory Clustering Algorithm in Uncertain Environments. IEEE Trans. Parallel Distributed Syst. 26(8): 2075-2088 (2015)
[j55]
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Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Jian Yu, Aviv Segev:
Unified Collaborative and Content-Based Web Service Recommendation. IEEE Trans. Serv. Comput. 8(3): 453-466 (2015)
[j54]
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Jiangang Ma, Quan Z. Sheng, Dong Xie, Jen Min Chuah, Yongrui Qin:
Efficiently managing uncertain data in RFID sensor networks. World Wide Web 18(4): 819-844 (2015)
[c107]
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  - conf/IEEEscc/BourneSS15
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Scott Bourne, Claudia Szabo, Quan Z. Sheng:
Managing Configurable Business Process as a Service to Satisfy Client Transactional Requirements. SCC 2015: 154-161
[c106]
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Muhammad Aufeef Chauhan, Muhammad Ali Babar, Quan Z. Sheng:
A Reference Architecture for a Cloud-Based Tools as a Service Workspace. SCC 2015: 475-482
[c105]
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Xiu Susie Fang, Xianzhi Wang, Quan Z. Sheng:
Ontology Augmentation via Attribute Extraction from Multiple Types of Sources. ADC 2015: 16-27
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Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Lina Yao, Xiaofei Xu, Xue Li:
An Integrated Bayesian Approach for Effective Multi-Truth Discovery. CIKM 2015: 493-502
[c103]
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Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Xue Li, Xiaofei Xu, Lina Yao:
Approximate Truth Discovery via Problem Scale Reduction. CIKM 2015: 503-512
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Wei Emma Zhang, Quan Z. Sheng, Kerry Taylor, Yongrui Qin:
Identifying and Caching Hot Triples for Efficient RDF Query Processing. DASFAA (2) 2015: 259-274
[c101]
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Yongrui Qin, Quan Z. Sheng, Wei Emma Zhang:
SIEF: Efficiently Answering Distance Queries for Failure Prone Graphs. EDBT 2015: 145-156
[c100]
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Kala Kotamarthi, Xianzhi Wang, Georg Grossmann, Quan Z. Sheng, Sarath Indrakanti:
A Framework Towards Model Driven Business Process Compliance and Monitoring. EDOC Workshops 2015: 24-32
[c99]
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Jyothi Kunchala, Jian Yu, Quan Z. Sheng, Yanbo Han, Sira Yongchareon:
Synthesis of Artifact Lifecycles from Activity-centric Process Models. EDOC 2015: 29-37
[c98]
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Abdullah Alfazi, Quan Z. Sheng, Yongrui Qin, Talal H. Noor:
Ontology-Based Automatic Cloud Service Categorization for Enhancing Cloud Service Discovery. EDOC 2015: 151-158
[c97]
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Zakaria Maamar, Vanilson Arruda Burégio, Noura Faci, Djamal Benslimane, Quan Z. Sheng:
"Controlling" Web 2.0 Applications in the Workplace. EDOC 2015: 191-200
[c96]
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Lina Yao, Quan Z. Sheng, Xue Li, Sen Wang, Tao Gu, Wenjie Ruan, Wan Zou:
Freedom: Online Activity Recognition via Dictionary-Based Sparse Representation of RFID Sensing Data. ICDM 2015: 1087-1092
[c95]
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Lina Yao, Quan Z. Sheng, Wenjie Ruan, Xue Li, Sen Wang, Zhi Yang:
Unobtrusive Posture Recognition via Online Learning of Multi-dimensional RFID Received Signal Strength. ICPADS 2015: 116-123
[c94]
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Yihong Zhang, Claudia Szabo, Quan Z. Sheng:
An Estimation Maximization Based Approach for Finding Reliable Sensors in Environmental Sensing. ICPADS 2015: 190-197
[c93]
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Yongrui Qin, Hua Wang, Ji Zhang, Xiaohui Tao, Wei Emma Zhang, Kerry L. Taylor, Quan Z. Sheng:
Efficient Algorithms for Scheduling XML Data in a Mobile Wireless Broadcast Environment. ICPADS 2015: 725-732
[c92]
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Lina Yao, Xianzhi Wang, Quan Z. Sheng, Wenjie Ruan, Wei Zhang:
Service Recommendation for Mashup Composition with Implicit Correlation Regularization. ICWS 2015: 217-224
[c91]
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Wenjie Ruan, Lina Yao, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li, Tao Gu:
TagFall: Towards Unobstructive Fine-Grained Fall Detection based on UHF Passive RFID Tags. MobiQuitous 2015: 140-149
[c90]
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Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Quan Z. Sheng:
Unsupervised Feature Analysis with Class Margin Optimization. ECML/PKDD (1) 2015: 383-398
[c89]
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Lina Yao, Quan Z. Sheng, Yongrui Qin, Xianzhi Wang, Ali Shemshadi, Qi He:
Context-aware Point-of-Interest Recommendation Using Tensor Factorization with Social Regularization. SIGIR 2015: 1007-1010
[c88]
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Yongrui Qin, Quan Z. Sheng, Nickolas J. G. Falkner, Ali Shemshadi, Edward Curry:
Batch matching of conjunctive triple patterns over linked data streams in the internet of things. SSDBM 2015: 41:1-41:6
[c87]
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Ali Shemshadi, Lina Yao, Yongrui Qin, Quan Z. Sheng, Yihong Zhang:
ECS: A Framework for Diversified and Relevant Search in the Internet of Things. WISE (1) 2015: 448-462
[c86]
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Yihong Zhang, Claudia Szabo, Quan Z. Sheng:
Sense and Focus: Towards Effective Location Inference and Event Detection on Twitter. WISE (1) 2015: 463-477
[c85]
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Yihong Zhang, Claudia Szabo, Quan Z. Sheng, Xiu Susie Fang:
Classifying Perspectives on Twitter: Immediate Observation, Affection, and Speculation. WISE (1) 2015: 493-507
[i4]
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Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Quan Z. Sheng:
Unsupervised Feature Analysis with Class Margin Optimization. CoRR abs/1506.01330 (2015)
[i3]
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Lina Yao, Quan Z. Sheng, Boualem Benatallah, Schahram Dustdar, Ali Shemshadi, Xianzhi Wang, Anne H. H. Ngu:
Up in the Air: When Homes Meet the Web of Things. CoRR abs/1512.06257 (2015)
[i2]
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Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Byron J. Gao, Boualem Benatallah, Xue Li:
Unveiling Contextual Similarity of Things via Mining Human-Thing Interactions in the Internet of Things. CoRR abs/1512.08493 (2015)
2014
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Talal H. Noor, Quan Z. Sheng, Athman Bouguettaya:
Trust Management in Cloud Services. Springer 2014, ISBN 978-3-319-12249-6, pp. 1-119
[j53]
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Jian Yu, Quan Z. Sheng, Muhammad Younas, Elhadi M. Shakshuki:
Advances in mobile web information systems. Computing 96(7): 565-567 (2014)
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Claudia Szabo, Quan Z. Sheng, Trent Kroeger, Yihong Zhang, Jian Yu:
Science in the Cloud: Allocation and Execution of Data-Intensive Scientific Workflows. J. Grid Comput. 12(2): 245-264 (2014)
[j51]
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Helen Ashman, Tim J. Brailsford, Alexandra I. Cristea, Quan Z. Sheng, Craig D. Stewart, Elaine G. Toms, Vincent P. Wade:
The ethical and social implications of personalization technologies for e-learning. Inf. Manag. 51(6): 819-832 (2014)
[j50]
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Ejub Kajan, Noura Faci, Zakaria Maamar, Alfred Loo, Aldina Pljaskovic, Quan Z. Sheng:
The Network-Based Business Process. IEEE Internet Comput. 18(2): 63-69 (2014)
[j49]
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Talal H. Noor, Quan Z. Sheng, Anne H. H. Ngu, Schahram Dustdar:
Analysis of Web-Scale Cloud Services. IEEE Internet Comput. 18(4): 55-61 (2014)
[j48]
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Quan Z. Sheng, Zakaria Maamar, Lina Yao, Claudia Szabo, Scott Bourne:
Behavior modeling and automated verification of Web services. Inf. Sci. 258: 416-433 (2014)
[j47]
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Quan Z. Sheng, Xiaoqiang Qiao, Athanasios V. Vasilakos, Claudia Szabo, Scott Bourne, Xiaofei Xu:
Web services composition: A decade's overview. Inf. Sci. 280: 218-238 (2014)
[j46]
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Quan Z. Sheng, Elhadi M. Shakshuki, Jiangang Ma:
Advances in ambient intelligence technologies. J. Ambient Intell. Humaniz. Comput. 5(3): 341-342 (2014)
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Wenjia Niu, Gang Li, Endong Tong, Quan Z. Sheng, Qian Li, Yue Hu, Athanasios V. Vasilakos, Li Guo:
A block-aware hybrid data dissemination with hotspot elimination in wireless sensor network. J. Netw. Comput. Appl. 44: 120-133 (2014)
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Quan Z. Sheng, Elhadi M. Shakshuki, Jiangang Ma:
User-centric ambient information systems and applications. Pers. Ubiquitous Comput. 18(4): 819-820 (2014)
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Sujith Samuel Mathew, Yacine Atif, Quan Z. Sheng, Zakaria Maamar:
Building sustainable parking lots with the Web of Things. Pers. Ubiquitous Comput. 18(4): 895-907 (2014)
[j42]
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Jian Yu, Quan Z. Sheng, Muhammad Younas, Elhadi M. Shakshuki:
Advances in context-aware mobile services. Pers. Ubiquitous Comput. 18(5): 1027-1028 (2014)
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Karim Benouaret, Djamal Benslimane, Allel Hadjali, Mahmoud Barhamgi, Zakaria Maamar, Quan Z. Sheng:
Web Service Compositions with Fuzzy Preferences: A Graded Dominance Relationship-Based Approach. ACM Trans. Internet Techn. 13(4): 12:1-12:33 (2014)
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Xin Zhao, Xue Li, Chaoyi Pang, Quan Z. Sheng, Sen Wang, Mao Ye:
Structured Streaming Skeleton - A New Feature for Online Human Gesture Recognition. ACM Trans. Multim. Comput. Commun. Appl. 11(1s): 22:1-22:18 (2014)
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Zakaria Maamar, Noura Faci, Khouloud Boukadi, Quan Z. Sheng, Lina Yao:
Commitments to Regulate Social Web Services Operation. IEEE Trans. Serv. Comput. 7(2): 154-167 (2014)
[j38]
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Quan Z. Sheng, Jing He, Guoren Wang, Christian S. Jensen:
Guest editorial: Web technologies and applications. World Wide Web 17(4): 455-456 (2014)
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Abdullah Alfazi, Talal H. Noor, Quan Z. Sheng, Yong Xu:
Towards Ontology-Enhanced Cloud Services Discovery. ADMA 2014: 616-629
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Yongrui Qin, Quan Z. Sheng, Nickolas J. G. Falkner, Wei Emma Zhang, Hua Wang:
Indexing Linked Data in a Wireless Broadcast System with 3D Hilbert Space-Filling Curves. CIKM 2014: 1775-1778
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Yongrui Qin, Quan Z. Sheng, Nickolas J. G. Falkner, Ali Shemshadi, Edward Curry:
Towards Efficient Dissemination of Linked Data in the Internet of Things. CIKM 2014: 1779-1782
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Lina Yao, Wenjie Ruan, Quan Z. Sheng, Xue Li, Nickolas J. G. Falkner:
Exploring Tag-Free RFID-Based Passive Localization and Tracking via Learning-Based Probabilistic Approaches. CIKM 2014: 1799-1802
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Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Byron J. Gao:
Keeping You in the Loop: Enabling Web-based Things Management in the Internet of Things. CIKM 2014: 2027-2029
[c79]
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Ling Chen, Xue Li, Sen Wang, Hsiao-Yun Hu, Nicole Huang, Quan Z. Sheng, Mohamed A. Sharaf:
Mining Personal Health Index from Annual Geriatric Medical Examinations. ICDM 2014: 761-766
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Dong Xie, Yongrui Qin, Quan Z. Sheng, Yong Xu:
Managing Uncertainties in RFID Applications - A Survey. ICEBE 2014: 220-225
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Scott Bourne, Claudia Szabo, Quan Z. Sheng:
TL-VIEWS: A Tool for Temporal Logic Verification of Transactional Behavior of Web Service Compositions. ICSOC Workshops 2014: 418-422
[c76]
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Xiaoqiang Qiao, Quan Z. Sheng, Wei Chen:
Handling Irreconcilable Mismatches in Web Services Mediation. ICSOC 2014: 445-452
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Lina Yao, Quan Z. Sheng, Nickolas J. G. Falkner, Anne H. H. Ngu:
ThingsNavi: finding most-related things via multi-dimensional modeling of human-thing interactions. MobiQuitous 2014: 20-29
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Wenjie Ruan, Lina Yao, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li:
TagTrack: device-free localization and tracking using passive RFID tags. MobiQuitous 2014: 80-89
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Lina Yao, Quan Z. Sheng, Anne H. H. Ngu, Helen Ashman, Xue Li:
Exploring recommendations in internet of things. SIGIR 2014: 855-858
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Anne H. H. Ngu, Jiangang Ma, Quan Z. Sheng, Lina Yao, Scott Julian:
ServiceXplorer: a similarity-based web service search engine. SIGIR 2014: 1251-1252
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Ali Shemshadi, Quan Z. Sheng, Wei Emma Zhang:
A Decremental Search Approach for Large Scale Dynamic Ridesharing. WISE (1) 2014: 202-217
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Jiangang Ma, Quan Z. Sheng, Lina Yao, Yong Xu, Ali Shemshadi:
Keyword Search over Web Documents Based on Earth Mover's Distance. WISE (1) 2014: 256-265
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Yihong Zhang, Claudia Szabo, Quan Z. Sheng:
Cleaning Environmental Sensing Data Streams Based on Individual Sensor Reliability. WISE (2) 2014: 405-414
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Talal H. Noor, Quan Z. Sheng:
Web Service-Based Trust Management in Cloud Environments. Advanced Web Services 2014: 101-120
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Zakaria Maamar, Youakim Badr, Noura Faci, Quan Z. Sheng:
Realizing a Social Ecosystem of Web Services. Advanced Web Services 2014: 455-473
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Athman Bouguettaya, Quan Z. Sheng, Florian Daniel:
Advanced Web Services. Springer 2014, ISBN 978-1-4614-7534-7 [contents]
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Athman Bouguettaya, Quan Z. Sheng, Florian Daniel:
Web Services Foundations. Springer 2014, ISBN 978-1-4614-7517-0 [contents]
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Yongrui Qin, Quan Z. Sheng, Nickolas J. G. Falkner, Schahram Dustdar, Hua Wang, Athanasios V. Vasilakos:
When Things Matter: A Data-Centric View of the Internet of Things. CoRR abs/1407.2704 (2014)
2013
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Talal H. Noor, Quan Z. Sheng, Sherali Zeadally, Jian Yu:
Trust management of services in cloud environments: Obstacles and solutions. ACM Comput. Surv. 46(1): 12:1-12:30 (2013)
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Said Elnaffar, Zakaria Maamar, Quan Z. Sheng:
When Clouds Start Socializing: The Sky Model. Int. J. E Bus. Res. 9(2): 1-7 (2013)
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Jian Yu, Quan Z. Sheng, Yanbo Han:
Introduction to special issue on cloud and service computing. Serv. Oriented Comput. Appl. 7(2): 75-76 (2013)
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Yanbo Wu, Quan Z. Sheng, Hong Shen, Sherali Zeadally:
Modeling Object Flows from Distributed and Federated RFID Data Streams for Efficient Tracking and Tracing. IEEE Trans. Parallel Distributed Syst. 24(10): 2036-2045 (2013)
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Elhadi M. Shakshuki, Karim Djouani, Michael Sheng, Mohamed F. Younis:
The 4^th International Conference on Ambient Systems, Networks and Technologies (ANT-2013) Preface. ANT/SEIT 2013: 13-15
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Rui Zeng, Quan Z. Sheng, Lina Yao, Tianwei Xu, Dong Xie:
A Practical Simulation Method for Social Networks. AWC 2013: 27-34
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Talal H. Noor, Quan Z. Sheng, Anne H. H. Ngu, Abdullah Alfazi, Jeriel Law:
Cloud Armor: a platform for credibility-based trust management of cloud services. CIKM 2013: 2509-2512
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Yongrui Qin, Quan Z. Sheng, Muntazir Mehdi, Hua Wang, Dong Xie:
Effectively Delivering XML Information in Periodic Broadcast Environments. DEXA (1) 2013: 165-179
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Lina Yao, Quan Z. Sheng, Byron J. Gao, Anne H. H. Ngu, Xue Li:
A Model for Discovering Correlations of Ubiquitous Things. ICDM 2013: 1253-1258
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Sujith Samuel Mathew, Yacine Atif, Quan Z. Sheng, Zakaria Maamar:
Towards an Efficient Sales Pitch with the Web of Things. ICEBE 2013: 377-384
[c62]
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Talal H. Noor, Quan Z. Sheng, Abdullah Alfazi, Jeriel Law, Anne H. H. Ngu:
Identifying Fake Feedback for Effective Trust Management in Cloud Environments. ICSOC Workshops 2013: 47-58
[c61]
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Alex Delis, Quan Z. Sheng:
Introduction to the Demo Track. ICSOC Workshops 2013: 433-434
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Talal H. Noor, Quan Z. Sheng, Abdullah Alfazi:
Detecting Occasional Reputation Attacks on Cloud Services. ICWE 2013: 416-423
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Lina Yao, Quan Z. Sheng, Aviv Segev, Jian Yu:
Recommending Web Services via Combining Collaborative Filtering with Content-Based Features. ICWS 2013: 42-49
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Talal H. Noor, Quan Z. Sheng, Abdullah Alfazi, Anne H. H. Ngu, Jeriel Law:
CSCE: A Crawler Engine for Cloud Services Discovery on the World Wide Web. ICWS 2013: 443-450
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Xin Zhao, Xue Li, Chaoyi Pang, Xiaofeng Zhu, Quan Z. Sheng:
Online human gesture recognition from motion data streams. ACM Multimedia 2013: 23-32
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Talal H. Noor, Quan Z. Sheng, Abdullah Alfazi:
Reputation Attacks Detection for Effective Trust Assessment among Cloud Services. TrustCom/ISPA/IUCC 2013: 469-476
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Scott Bourne, Claudia Szabo, Quan Z. Sheng:
Verifying Transactional Requirements of Web Service Compositions Using Temporal Logic Templates. WISE (1) 2013: 243-256
[c54]
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Dong Xie, Quan Z. Sheng, Jiangang Ma, Yun Cheng, Yongrui Qin, Rui Zeng:
A Framework for Processing Uncertain RFID Data in Supply Chain Management. WISE (1) 2013: 396-409
[c53]
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Lina Yao, Quan Z. Sheng:
Correlation discovery in web of things. WWW (Companion Volume) 2013: 215-216
[p2]
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Sujith Samuel Mathew, Yacine Atif, Quan Z. Sheng, Zakaria Maamar:
The Web of Things - Challenges and Enabling Technologies. Internet of Things and Inter-cooperative Computational Technologies for Collective Intelligence 2013: 1-23
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Elhadi M. Shakshuki, Karim Djouani, Michael Sheng, Mohamed F. Younis, Eduardo Vaz, Wayne Groszko:
Proceedings of the 4th International Conference on Ambient Systems, Networks and Technologies (ANT 2013), the 3rd International Conference on Sustainable Energy Information Technology (SEIT-2013), Halifax, Nova Scotia, Canada, June 25-28, 2013. Procedia Computer Science 19, Elsevier 2013 [contents]
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Helen Ashman, Quan Z. Sheng, Andrew Trotman:
First Australasian Web Conference, AWC 2013, Adelaide, Australia, January 2013. CRPIT 144, Australian Computer Society 2013, ISBN 978-1-921770-29-6 [contents]
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Aditya K. Ghose, Huibiao Zhu, Qi Yu, Alex Delis, Quan Z. Sheng, Olivier Perrin, Jianmin Wang, Yan Wang:
Service-Oriented Computing - ICSOC 2012 Workshops - ICSOC 2012, International Workshops ASC, DISA, PAASC, SCEB, SeMaPS, WESOA, and Satellite Events, Shanghai, China, November 12-15, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7759, Springer 2013, ISBN 978-3-642-37803-4 [contents]
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Quan Z. Sheng, Jesper Kjeldskov:
Current Trends in Web Engineering - ICWE 2013 International Workshops ComposableWeb, QWE, MDWE, DMSSW, EMotions, CSE, SSN, and PhD Symposium, Aalborg, Denmark, July 8-12, 2013. Revised Selected Papers. Lecture Notes in Computer Science 8295, Springer 2013, ISBN 978-3-319-04243-5 [contents]
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Armin Haller, Guangyan Huang, Zhisheng Huang, Hye-young Paik, Quan Z. Sheng:
Web Information Systems Engineering - WISE 2011 and 2012 Workshops - Combined WISE 2011 and WISE 2012 Workshops, Sydney Australia, October 12-14, 2011 and Paphos, Cyprus, November 28-30, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7652, Springer 2013, ISBN 978-3-642-38332-8 [contents]
2012
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Jian Yu, Quan Z. Sheng, Jun Han, Yanbo Wu, Chengfei Liu:
A semantically enhanced service repository for user-centric service discovery and management. Data Knowl. Eng. 72: 202-218 (2012)
[j32]
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Lina Yao, Quan Z. Sheng, Zakaria Maamar:
Achieving High Availability of Web Services Based on A Particle Filtering Approach. Int. J. Next Gener. Comput. 3(2) (2012)
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Zakaria Maamar, Quan Z. Sheng, Yacine Atif, Sujith Samuel Mathew, Khouloud Boukadi:
Towards an Approach for Weaving Preferences into Web Services Operation. J. Softw. 7(7): 1429-1439 (2012)
[j30]
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Aikaterini Mitrokotsa, Quan Z. Sheng, Zakaria Maamar:
User-driven RFID applications and challenges. Pers. Ubiquitous Comput. 16(3): 223-224 (2012)
[j29]
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Hamdi Yahyaoui, Azzam Mourad, Mohammed Almulla, Lina Yao, Quan Z. Sheng:
A synergy between context-aware policies and AOP to achieve highly adaptable Web services. Serv. Oriented Comput. Appl. 6(4): 379-392 (2012)
[j28]
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Quan Z. Sheng, Schahram Dustdar:
Introduction to special issue on context-aware web services for the future internet. ACM Trans. Internet Techn. 11(3): 9:1-9:2 (2012)
[j27]
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Aviv Segev, Quan Z. Sheng:
Bootstrapping Ontologies for Web Services. IEEE Trans. Serv. Comput. 5(1): 33-44 (2012)
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Lina Yao, Quan Z. Sheng:
Exploiting latent relevance for relational learning of ubiquitous things. CIKM 2012: 1547-1551
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Lina Yao, Quan Z. Sheng:
A tag-centric discriminative model for web objects classification. CIKM 2012: 2247-2250
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Yanbo Wu, Quan Z. Sheng, Damith Chinthana Ranasinghe, Lina Yao:
PeerTrack: a platform for tracking and tracing objects in large-scale traceability networks. EDBT 2012: 586-589
[c49]
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Jian Yu, Jun Han, Quan Z. Sheng, Steven O. Gunarso:
PerCAS: An Approach to Enabling Dynamic and Personalized Adaptation for Context-Aware Services. ICSOC 2012: 173-190
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Jiangang Ma, Quan Z. Sheng, Kewen Liao, Yanchun Zhang, Anne H. H. Ngu:
WS-Finder: A Framework for Similarity Search of Web Services. ICSOC 2012: 313-327
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Scott Bourne, Claudia Szabo, Quan Z. Sheng:
Ensuring Well-Formed Conversations between Control and Operational Behaviors of Web Services. ICSOC 2012: 507-515
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