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ORCIDBibTeX records: Thanh Tam Nguyen
@article{DBLP:journals/tist/NguyenNNYNJN24,
author = {Thanh Toan Nguyen and
Thanh Tam Nguyen and
Thanh Hung Nguyen and
Hongzhi Yin and
Thanh Thi Nguyen and
Jun H. Jo and
Quoc Viet Hung Nguyen},
title = {Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph
Mining},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {15},
number = {1},
pages = {9:1--9:26},
year = {2024},
url = {https://doi.org/10.1145/3630635},
doi = {10.1145/3630635},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/NguyenNNYNJN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/NguyenPPNJN23,
author = {Thanh Tam Nguyen and
Thanh Cong Phan and
Hien Thu Pham and
Thanh Thi Nguyen and
Jun Jo and
Quoc Viet Hung Nguyen},
title = {Example-based explanations for streaming fraud detection on graphs},
journal = {Inf. Sci.},
volume = {621},
pages = {319--340},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2022.11.119},
doi = {10.1016/J.INS.2022.11.119},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/NguyenPPNJN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/NguyenHPHNN23,
author = {Thanh Tam Nguyen and
Thanh Trung Huynh and
Minh Tam Pham and
Thanh Dat Hoang and
Thanh Thi Nguyen and
Quoc Viet Hung Nguyen},
title = {Validating functional redundancy with mixed generative adversarial
networks},
journal = {Knowl. Based Syst.},
volume = {264},
pages = {110342},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110342},
doi = {10.1016/J.KNOSYS.2023.110342},
timestamp = {Sat, 25 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/NguyenHPHNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DuongNHYWN23,
author = {Chi Thang Duong and
Thanh Tam Nguyen and
Trung{-}Dung Hoang and
Hongzhi Yin and
Matthias Weidlich and
Quoc Viet Hung Nguyen},
title = {Deep MinCut: Learning Node Embeddings by Detecting Communities},
journal = {Pattern Recognit.},
volume = {134},
pages = {109126},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2022.109126},
doi = {10.1016/J.PATCOG.2022.109126},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/DuongNHYWN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/RenSENN23,
author = {Zhao Ren and
Bj{\"{o}}rn W. Schuller and
Bj{\"{o}}rn M. Eskofier and
Thanh Tam Nguyen and
Wolfgang Nejdl},
title = {Guest Editorial Trustworthy and Collaborative {AI} for Personalised
Healthcare Through Edge-of-Things},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {11},
pages = {5213--5215},
year = {2023},
url = {https://doi.org/10.1109/JBHI.2023.3322052},
doi = {10.1109/JBHI.2023.3322052},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/RenSENN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuynhDNVSYN23,
author = {Thanh Trung Huynh and
Chi Thang Duong and
Thanh Tam Nguyen and
Tong Van Vinh and
Abdul Sattar and
Hongzhi Yin and
Quoc Viet Hung Nguyen},
title = {Network Alignment With Holistic Embeddings},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {2},
pages = {1881--1894},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3101840},
doi = {10.1109/TKDE.2021.3101840},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HuynhDNVSYN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TrungVNJYH23,
author = {Huynh Thanh Trung and
Tong Van Vinh and
Thanh Tam Nguyen and
Jun Jo and
Hongzhi Yin and
Nguyen Quoc Viet Hung},
title = {Learning Holistic Interactions in LBSNs With High-Order, Dynamic,
and Multi-Role Contexts},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {5002--5016},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3150792},
doi = {10.1109/TKDE.2022.3150792},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TrungVNJYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/NguyenQNHVNJN23,
author = {Thanh Toan Nguyen and
Nguyen Duc Khang Quach and
Thanh Tam Nguyen and
Thanh Trung Huynh and
Viet Hung Vu and
Phi Le Nguyen and
Jun Jo and
Quoc Viet Hung Nguyen},
title = {Poisoning GNN-based Recommender Systems with Generative Surrogate-based
Attacks},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {3},
pages = {58:1--58:24},
year = {2023},
url = {https://doi.org/10.1145/3567420},
doi = {10.1145/3567420},
timestamp = {Fri, 14 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/NguyenQNHVNJN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/NguyenHYWNMN23,
author = {Thanh Tam Nguyen and
Thanh Trung Huynh and
Hongzhi Yin and
Matthias Weidlich and
Thanh Thi Nguyen and
Son Thai Mai and
Quoc Viet Hung Nguyen},
title = {Detecting rumours with latency guarantees using massive streaming
data},
journal = {{VLDB} J.},
volume = {32},
number = {2},
pages = {369--387},
year = {2023},
url = {https://doi.org/10.1007/s00778-022-00750-4},
doi = {10.1007/S00778-022-00750-4},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/NguyenHYWNMN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChangRNQS23,
author = {Yi Chang and
Zhao Ren and
Thanh Tam Nguyen and
Kun Qian and
Bj{\"{o}}rn W. Schuller},
title = {Knowledge Transfer for on-Device Speech Emotion Recognition With Neural
Structured Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096757},
doi = {10.1109/ICASSP49357.2023.10096757},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ChangRNQS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RenNCS23,
author = {Zhao Ren and
Thanh Tam Nguyen and
Yi Chang and
Bj{\"{o}}rn W. Schuller},
title = {Fast Yet Effective Speech Emotion Recognition with Self-Distillation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10094895},
doi = {10.1109/ICASSP49357.2023.10094895},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/RenNCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/NguyenDY0MAN23,
author = {Thanh Tam Nguyen and
Chi Thang Duong and
Hongzhi Yin and
Matthias Weidlich and
Son Thai Mai and
Karl Aberer and
Quoc Viet Hung Nguyen},
title = {Efficient and Effective Multi-Modal Queries through Heterogeneous
Network Embedding (Extended Abstract)},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3791--3792},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00322},
doi = {10.1109/ICDE55515.2023.00322},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/NguyenDY0MAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NguyenNRJNN23,
author = {Thanh Toan Nguyen and
Quang Duc Nguyen and
Zhao Ren and
Jun Jo and
Quoc Viet Hung Nguyen and
Thanh Tam Nguyen},
title = {10X Faster Subgraph Matching: Dual Matching Networks with Interleaved
Diffusion Attention},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191159},
doi = {10.1109/IJCNN54540.2023.10191159},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/NguyenNRJNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RenNZN23,
author = {Zhao Ren and
Thanh Tam Nguyen and
Mohammad Mehdi Zahedi and
Wolfgang Nejdl},
title = {Self-Explaining Neural Networks for Respiratory Sound Classification
with Scale-free Interpretability},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191600},
doi = {10.1109/IJCNN54540.2023.10191600},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RenNZN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HuynhNNNWNA23,
author = {Thanh Trung Huynh and
Minh Hieu Nguyen and
Thanh Tam Nguyen and
Phi Le Nguyen and
Matthias Weidlich and
Quoc Viet Hung Nguyen and
Karl Aberer},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Efficient Integration of Multi-Order Dynamics and Internal Dynamics
in Stock Movement Prediction},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {850--858},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570427},
doi = {10.1145/3539597.3570427},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HuynhNNNWNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09362,
author = {Zhao Ren and
Yi Chang and
Thanh Tam Nguyen and
Yang Tan and
Kun Qian and
Bj{\"{o}}rn W. Schuller},
title = {A Comprehensive Survey on Heart Sound Analysis in the Deep Learning
Era},
journal = {CoRR},
volume = {abs/2301.09362},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09362},
doi = {10.48550/ARXIV.2301.09362},
eprinttype = {arXiv},
eprint = {2301.09362},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/NguyenNNNHNNPN22,
author = {Thanh Nguyen and
Quoc Viet Hung Nguyen and
Dung Tien Nguyen and
Duc Thanh Nguyen and
Thien Huynh{-}The and
Saeid Nahavandi and
Thanh Tam Nguyen and
Quoc{-}Viet Pham and
Cuong M. Nguyen},
title = {Deep learning for deepfakes creation and detection: {A} survey},
journal = {Comput. Vis. Image Underst.},
volume = {223},
pages = {103525},
year = {2022},
url = {https://doi.org/10.1016/j.cviu.2022.103525},
doi = {10.1016/J.CVIU.2022.103525},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/NguyenNNNHNNPN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/PhanQNNJN22,
author = {Thanh Cong Phan and
Nguyen Duc Khang Quach and
Thanh Tam Nguyen and
Thanh Toan Nguyen and
Jun Jo and
Quoc Viet Hung Nguyen},
title = {Real-time wildfire detection with semantic explanations},
journal = {Expert Syst. Appl.},
volume = {201},
pages = {117007},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117007},
doi = {10.1016/J.ESWA.2022.117007},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/PhanQNNJN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/NguyenPNWYJN22,
author = {Thanh Tam Nguyen and
Thanh Cong Phan and
Minh Hieu Nguyen and
Matthias Weidlich and
Hongzhi Yin and
Jun Jo and
Quoc Viet Hung Nguyen},
title = {Model-agnostic and diverse explanations for streaming rumour graphs},
journal = {Knowl. Based Syst.},
volume = {253},
pages = {109438},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.109438},
doi = {10.1016/J.KNOSYS.2022.109438},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/NguyenPNWYJN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ThangHNJHA22,
author = {Duong Chi Thang and
Thanh Dat Hoang and
Thanh Tam Nguyen and
Jun Jo and
Nguyen Quoc Viet Hung and
Karl Aberer},
title = {Nature vs. Nurture: Feature vs. Structure for Graph Neural Networks},
journal = {Pattern Recognit. Lett.},
volume = {159},
pages = {46--53},
year = {2022},
url = {https://doi.org/10.1016/j.patrec.2022.04.036},
doi = {10.1016/J.PATREC.2022.04.036},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/ThangHNJHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/NguyenHYVSZN22,
author = {Thanh Tam Nguyen and
Thanh Trung Huynh and
Hongzhi Yin and
Tong Van Vinh and
Darnbi Sakong and
Bolong Zheng and
Quoc Viet Hung Nguyen},
title = {Entity Alignment for Knowledge Graphs With Multi-Order Convolutional
Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {9},
pages = {4201--4214},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3038654},
doi = {10.1109/TKDE.2020.3038654},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/NguyenHYVSZN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DuongNYWMAN22,
author = {Chi Thang Duong and
Thanh Tam Nguyen and
Hongzhi Yin and
Matthias Weidlich and
Son Thai Mai and
Karl Aberer and
Quoc Viet Hung Nguyen},
title = {Efficient and Effective Multi-Modal Queries Through Heterogeneous
Network Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {11},
pages = {5307--5320},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2021.3052871},
doi = {10.1109/TKDE.2021.3052871},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DuongNYWMAN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/TranPQNJN22,
author = {Khiem Vinh Tran and
Hao Phu Phan and
Nguyen Duc Khang Quach and
Ngan Luu{-}Thuy Nguyen and
Jun Jo and
Thanh Tam Nguyen},
editor = {Weitong Chen and
Lina Yao and
Taotao Cai and
Shirui Pan and
Tao Shen and
Xue Li},
title = {A Comparative Study of Question Answering over Knowledge Bases},
booktitle = {Advanced Data Mining and Applications - 18th International Conference,
{ADMA} 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13725},
pages = {259--274},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22064-7\_20},
doi = {10.1007/978-3-031-22064-7\_20},
timestamp = {Wed, 31 May 2023 15:58:13 +0200},
biburl = {https://dblp.org/rec/conf/adma/TranPQNJN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/QuachYVNNJ22,
author = {Nguyen Duc Khang Quach and
Chaoqun Yang and
Viet Hung Vu and
Thanh Tam Nguyen and
Quoc Viet Hung Nguyen and
Jun Jo},
editor = {Weitong Chen and
Lina Yao and
Taotao Cai and
Shirui Pan and
Tao Shen and
Xue Li},
title = {A Benchmarking Evaluation of Graph Neural Networks on Traffic Speed
Prediction},
booktitle = {Advanced Data Mining and Applications - 18th International Conference,
{ADMA} 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13725},
pages = {472--488},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22064-7\_34},
doi = {10.1007/978-3-031-22064-7\_34},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/QuachYVNNJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RenNN22,
author = {Zhao Ren and
Thanh Tam Nguyen and
Wolfgang Nejdl},
title = {Prototype Learning for Interpretable Respiratory Sound Analysis},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {9087--9091},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9747014},
doi = {10.1109/ICASSP43922.2022.9747014},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RenNN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icce-tw/YangWN22,
author = {Cheng{-}Ying Yang and
Hsuan{-}Fu Wang and
Thanh Tam Nguyen},
title = {Perfomance Evalution for the {GFDM} in the vehiculare channel},
booktitle = {{IEEE} International Conference on Consumer Electronics - Taiwan,
{ICCE-TW} 2022, Taipei, Taiwan, July 6-8, 2022},
pages = {489--490},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCE-Taiwan55306.2022.9869209},
doi = {10.1109/ICCE-TAIWAN55306.2022.9869209},
timestamp = {Fri, 09 Sep 2022 16:55:40 +0200},
biburl = {https://dblp.org/rec/conf/icce-tw/YangWN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HuynhTNTSYN22,
author = {Thanh Trung Huynh and
Duong Chi Thang and
Thanh Tam Nguyen and
Van Vinh Tong and
Abdul Sattar and
Hongzhi Yin and
Quoc Viet Hung Nguyen},
title = {Network Alignment with Holistic Embeddings (Extended Abstract)},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {1509--1510},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00131},
doi = {10.1109/ICDE53745.2022.00131},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/HuynhTNTSYN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PhanNWYJN22,
author = {Thanh Cong Phan and
Thanh Tam Nguyen and
Matthias Weidlich and
Hongzhi Yin and
Jun Jo and
Quoc Viet Hung Nguyen},
title = {exRumourLens: Auditable Rumour Detection with Multi-View Explanations},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {3174--3177},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00291},
doi = {10.1109/ICDE53745.2022.00291},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/PhanNWYJN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ChangRNNS22,
author = {Yi Chang and
Zhao Ren and
Thanh Tam Nguyen and
Wolfgang Nejdl and
Bj{\"{o}}rn W. Schuller},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Example-based Explanations with Adversarial Attacks for Respiratory
Sound Analysis},
booktitle = {Interspeech 2022, 23rd Annual Conference of the International Speech
Communication Association, Incheon, Korea, 18-22 September 2022},
pages = {4003--4007},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-11355},
doi = {10.21437/INTERSPEECH.2022-11355},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ChangRNNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rita/RobertsonLNNJ22,
author = {Cailen Robertson and
Duong Le and
Thanh Tam Nguyen and
Quoc Viet Hung Nguyen and
Jun Jo},
editor = {Jun Jo and
Han{-}Lim Choi and
Mard{\'{e}} Helbig and
Hyondong Oh and
Jemin Hwangbo and
Chang{-}Hun Lee and
Bela Stantic},
title = {Lightweight Branching Self-distillation: Be Your Own Teacher},
booktitle = {Robot Intelligence Technology and Applications 7 - Results from the
10th International Conference on Robot Intelligence Technology and
Applications, RiTA 2022, Daejeon, South Korea, 7-9 December, 2022},
series = {Lecture Notes in Networks and Systems},
volume = {642},
pages = {267--281},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26889-2\_24},
doi = {10.1007/978-3-031-26889-2\_24},
timestamp = {Thu, 02 Mar 2023 11:33:59 +0100},
biburl = {https://dblp.org/rec/conf/rita/RobertsonLNNJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rita/QuachRTVCNJ22,
author = {Nguyen Duc Khang Quach and
Zhao Ren and
Khiem Vinh Tran and
Viet Hung Vu and
Yong{-}Sik Chun and
Thanh Tam Nguyen and
Jun Jo},
editor = {Jun Jo and
Han{-}Lim Choi and
Mard{\'{e}} Helbig and
Hyondong Oh and
Jemin Hwangbo and
Chang{-}Hun Lee and
Bela Stantic},
title = {Short-Term Traffic Speed Prediction Using Hybrid {LSTM-SVR} Model},
booktitle = {Robot Intelligence Technology and Applications 7 - Results from the
10th International Conference on Robot Intelligence Technology and
Applications, RiTA 2022, Daejeon, South Korea, 7-9 December, 2022},
series = {Lecture Notes in Networks and Systems},
volume = {642},
pages = {438--450},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26889-2\_40},
doi = {10.1007/978-3-031-26889-2\_40},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rita/QuachRTVCNJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16141,
author = {Yi Chang and
Zhao Ren and
Thanh Tam Nguyen and
Wolfgang Nejdl and
Bj{\"{o}}rn W. Schuller},
title = {Example-based Explanations with Adversarial Attacks for Respiratory
Sound Analysis},
journal = {CoRR},
volume = {abs/2203.16141},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16141},
doi = {10.48550/ARXIV.2203.16141},
eprinttype = {arXiv},
eprint = {2203.16141},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06580,
author = {Thanh Tam Nguyen and
Thanh Trung Huynh and
Hongzhi Yin and
Matthias Weidlich and
Thanh Thi Nguyen and
Son Thai Mai and
Quoc Viet Hung Nguyen},
title = {Detecting Rumours with Latency Guarantees using Massive Streaming
Data},
journal = {CoRR},
volume = {abs/2205.06580},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.06580},
doi = {10.48550/ARXIV.2205.06580},
eprinttype = {arXiv},
eprint = {2205.06580},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-06580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08098,
author = {Thanh Tam Nguyen and
Thanh Cong Phan and
Minh Hieu Nguyen and
Matthias Weidlich and
Hongzhi Yin and
Jun Jo and
Quoc Viet Hung Nguyen},
title = {Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs},
journal = {CoRR},
volume = {abs/2207.08098},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08098},
doi = {10.48550/ARXIV.2207.08098},
eprinttype = {arXiv},
eprint = {2207.08098},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-02299,
author = {Thanh Tam Nguyen and
Thanh Trung Huynh and
Phi Le Nguyen and
Alan Wee{-}Chung Liew and
Hongzhi Yin and
Quoc Viet Hung Nguyen},
title = {A Survey of Machine Unlearning},
journal = {CoRR},
volume = {abs/2209.02299},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.02299},
doi = {10.48550/ARXIV.2209.02299},
eprinttype = {arXiv},
eprint = {2209.02299},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-02299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08922,
author = {Vinh Tong and
Dat Quoc Nguyen and
Thanh Trung Huynh and
Thanh Tam Nguyen and
Nguyen Quoc Viet Hung and
Mathias Niepert},
title = {Joint Multilingual Knowledge Graph Completion and Alignment},
journal = {CoRR},
volume = {abs/2210.08922},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08922},
doi = {10.48550/ARXIV.2210.08922},
eprinttype = {arXiv},
eprint = {2210.08922},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14636,
author = {Zhao Ren and
Thanh Tam Nguyen and
Yi Chang and
Bj{\"{o}}rn W. Schuller},
title = {Fast Yet Effective Speech Emotion Recognition with Self-distillation},
journal = {CoRR},
volume = {abs/2210.14636},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14636},
doi = {10.48550/ARXIV.2210.14636},
eprinttype = {arXiv},
eprint = {2210.14636},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14977,
author = {Yi Chang and
Zhao Ren and
Thanh Tam Nguyen and
Kun Qian and
Bj{\"{o}}rn W. Schuller},
title = {Knowledge Transfer For On-Device Speech Emotion Recognition with Neural
Structured Learning},
journal = {CoRR},
volume = {abs/2210.14977},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14977},
doi = {10.48550/ARXIV.2210.14977},
eprinttype = {arXiv},
eprint = {2210.14977},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07400,
author = {Thanh Trung Huynh and
Minh Hieu Nguyen and
Thanh Tam Nguyen and
Phi Le Nguyen and
Matthias Weidlich and
Quoc Viet Hung Nguyen and
Karl Aberer},
title = {Efficient Integration of Multi-Order Dynamics and Internal Dynamics
in Stock Movement Prediction},
journal = {CoRR},
volume = {abs/2211.07400},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07400},
doi = {10.48550/ARXIV.2211.07400},
eprinttype = {arXiv},
eprint = {2211.07400},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08170,
author = {Khiem Vinh Tran and
Hao Phu Phan and
Nguyen Duc Khang Quach and
Ngan Luu{-}Thuy Nguyen and
Jun Jo and
Thanh Tam Nguyen},
title = {A Comparative Study of Question Answering over Knowledge Bases},
journal = {CoRR},
volume = {abs/2211.08170},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08170},
doi = {10.48550/ARXIV.2211.08170},
eprinttype = {arXiv},
eprint = {2211.08170},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ToanPNHTNQ21,
author = {Thanh Toan Nguyen and
Minh Tam Pham and
Thanh Tam Nguyen and
Thanh Trung Huynh and
Van Vinh Tong and
Quoc Viet Hung Nguyen and
Thanh Tho Quan},
title = {Structural representation learning for network alignment with self-supervised
anchor links},
journal = {Expert Syst. Appl.},
volume = {165},
pages = {113857},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2020.113857},
doi = {10.1016/J.ESWA.2020.113857},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ToanPNHTNQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/NguyenNNVJN21,
author = {Thanh Toan Nguyen and
Thanh Tam Nguyen and
Thanh Thi Nguyen and
Bay Vo and
Jun Jo and
Quoc Viet Hung Nguyen},
title = {{JUDO:} Just-in-time rumour detection in streaming social platforms},
journal = {Inf. Sci.},
volume = {570},
pages = {70--93},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.04.018},
doi = {10.1016/J.INS.2021.04.018},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/NguyenNNVJN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acomp/NguyenNPNN21,
author = {Thanh Tam Nguyen and
Thanh Toan Nguyen and
Thanh Cong Phan and
Quang Duc Nguyen and
Quoc Viet Hung Nguyen},
editor = {Lam{-}Son L{\^{e}} and
Henry Nguyen and
Thanh An Phan and
Manuel Clavel and
Tran Khanh Dang},
title = {Realtime Bushfire Detection with Spatial-based Complex Event Processing},
booktitle = {15th International Conference on Advanced Computing and Applications,
{ACOMP} 2021, Ho Chi Minh City, Vietnam, November 24-26, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ACOMP53746.2021.00007},
doi = {10.1109/ACOMP53746.2021.00007},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acomp/NguyenNPNN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/ChauNJN22,
author = {Xuan Truong Du Chau and
Thanh Tam Nguyen and
Jun Jo and
Quoc Viet Hung Nguyen},
editor = {Bohan Li and
Lin Yue and
Jing Jiang and
Weitong Chen and
Xue Li and
Guodong Long and
Fei Fang and
Han Yu},
title = {Are Rumors Always False?: Understanding Rumors Across Domains, Queries,
and Ratings},
booktitle = {Advanced Data Mining and Applications - 17th International Conference,
{ADMA} 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13087},
pages = {174--189},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95405-5\_13},
doi = {10.1007/978-3-030-95405-5\_13},
timestamp = {Sun, 28 May 2023 00:01:44 +0200},
biburl = {https://dblp.org/rec/conf/adma/ChauNJN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TamTYVSZH21,
author = {Thanh Tam Nguyen and
Thanh Trung Huynh and
Hongzhi Yin and
Tong Van Vinh and
Darnbi Sakong and
Bolong Zheng and
Nguyen Quoc Viet Hung},
title = {Entity Alignment for Knowledge Graphs with Multi-order Convolutional
Networks (Extended Abstract)},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {2323--2324},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00247},
doi = {10.1109/ICDE51399.2021.00247},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/TamTYVSZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/0019ANNW21,
author = {Bo Zhao and
Han van der Aa and
Thanh Tam Nguyen and
Quoc Viet Hung Nguyen and
Matthias Weidlich},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {{EIRES:} Efficient Integration of Remote Data in Event Stream Processing},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {2128--2141},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3457304},
doi = {10.1145/3448016.3457304},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/0019ANNW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03536,
author = {Zhao Ren and
Thanh Tam Nguyen and
Wolfgang Nejdl},
title = {Prototype Learning for Interpretable Respiratory Sound Analysis},
journal = {CoRR},
volume = {abs/2110.03536},
year = {2021},
url = {https://arxiv.org/abs/2110.03536},
eprinttype = {arXiv},
eprint = {2110.03536},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12912,
author = {Minh Tam Pham and
Thanh Trung Huynh and
Van Vinh Tong and
Thanh Tam Nguyen and
Thanh Thi Nguyen and
Hongzhi Yin and
Quoc Viet Hung Nguyen},
title = {A dual benchmarking study of facial forgery and facial forensics},
journal = {CoRR},
volume = {abs/2111.12912},
year = {2021},
url = {https://arxiv.org/abs/2111.12912},
eprinttype = {arXiv},
eprint = {2111.12912},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-12912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09266,
author = {Vinh Van Tong and
Thanh Trung Huynh and
Thanh Tam Nguyen and
Hongzhi Yin and
Quoc Viet Hung Nguyen and
Huynh Quyet Thang},
title = {Link-Intensive Alignment for Incomplete Knowledge Graphs},
journal = {CoRR},
volume = {abs/2112.09266},
year = {2021},
url = {https://arxiv.org/abs/2112.09266},
eprinttype = {arXiv},
eprint = {2112.09266},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/PhanNHNJ20,
author = {Thanh Cong Phan and
Thanh Tam Nguyen and
Thanh Dat Hoang and
Quoc Viet Hung Nguyen and
Jun Jo},
title = {Multi-Scale Bushfire Detection From Multi-Modal Streams of Remote
Sensing Data},
journal = {{IEEE} Access},
volume = {8},
pages = {228496--228513},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3046649},
doi = {10.1109/ACCESS.2020.3046649},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/PhanNHNJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/NguyenHPVNHJ20,
author = {Thanh Tam Nguyen and
Thanh Dat Hoang and
Minh Tam Pham and
Vu Tuyet Trinh and
Thanh{-}Hung Nguyen and
Quyet{-}Thang Huynh and
Jun Jo},
title = {Monitoring agriculture areas with satellite images and deep learning},
journal = {Appl. Soft Comput.},
volume = {95},
pages = {106565},
year = {2020},
url = {https://doi.org/10.1016/j.asoc.2020.106565},
doi = {10.1016/J.ASOC.2020.106565},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/NguyenHPVNHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HuynhTNYWH20,
author = {Thanh Trung Huynh and
Van Vinh Tong and
Thanh Tam Nguyen and
Hongzhi Yin and
Matthias Weidlich and
Nguyen Quoc Viet Hung},
title = {Adaptive Network Alignment with Unsupervised and Multi-order Convolutional
Networks},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {85--96},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00015},
doi = {10.1109/ICDE48307.2020.00015},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/HuynhTNYWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/NguyenWYZNN20,
author = {Thanh Tam Nguyen and
Matthias Weidlich and
Hongzhi Yin and
Bolong Zheng and
Quang Huy Nguyen and
Quoc Viet Hung Nguyen},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User
Effort},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {2165--2168},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401408},
doi = {10.1145/3397271.3401408},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/NguyenWYZNN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ch/Nguyen19,
author = {Thanh Tam Nguyen},
title = {Debunking Misinformation on the Web: Detection, Validation, and Visualisation},
school = {EPFL, Switzerland},
year = {2019},
url = {https://doi.org/10.5075/epfl-thesis-9694},
doi = {10.5075/EPFL-THESIS-9694},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ch/Nguyen19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/NguyenPNAS19,
author = {Thanh Tam Nguyen and
Thanh Cong Phan and
Quoc Viet Hung Nguyen and
Karl Aberer and
Bela Stantic},
title = {Maximal fusion of facts on the web with credibility guarantee},
journal = {Inf. Fusion},
volume = {48},
pages = {55--66},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.07.009},
doi = {10.1016/J.INFFUS.2018.07.009},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/NguyenPNAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/HungWTMAGS19,
author = {Nguyen Quoc Viet Hung and
Matthias Weidlich and
Thanh Tam Nguyen and
Zolt{\'{a}}n Mikl{\'{o}}s and
Karl Aberer and
Avigdor Gal and
Bela Stantic},
title = {Handling probabilistic integrity constraints in pay-as-you-go reconciliation
of data models},
journal = {Inf. Syst.},
volume = {83},
pages = {166--180},
year = {2019},
url = {https://doi.org/10.1016/j.is.2019.04.002},
doi = {10.1016/J.IS.2019.04.002},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/HungWTMAGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/NguyenYWZNS19,
author = {Thanh Tam Nguyen and
Hongzhi Yin and
Matthias Weidlich and
Bolong Zheng and
Quoc Viet Hung Nguyen and
Bela Stantic},
title = {User Guidance for Efficient Fact Checking},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {8},
pages = {850--863},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p850-nguyen.pdf},
doi = {10.14778/3324301.3324303},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/NguyenYWZNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/NguyenWZYNS19,
author = {Thanh Tam Nguyen and
Matthias Weidlich and
Bolong Zheng and
Hongzhi Yin and
Quoc Viet Hung Nguyen and
Bela Stantic},
title = {From Anomaly Detection to Rumour Detection using Data Streams of Social
Platforms},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {9},
pages = {1016--1029},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1016-nguyen.pdf},
doi = {10.14778/3329772.3329778},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/NguyenWZYNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/PhanNYZSH19,
author = {Thanh Cong Phan and
Thanh Tam Nguyen and
Hongzhi Yin and
Bolong Zheng and
Bela Stantic and
Nguyen Quoc Viet Hung},
title = {Efficient User Guidance for Validating Participatory Sensing Data},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {10},
number = {4},
pages = {37:1--37:30},
year = {2019},
url = {https://doi.org/10.1145/3326164},
doi = {10.1145/3326164},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/PhanNYZSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/ToanGNHHJ19,
author = {Nguyen Thanh Toan and
Or{\c{c}}un G{\"{u}}m{\"{u}}s and
Thanh Tam Nguyen and
Nguyen Quoc Viet Hung and
Ren{\'{e}} Hexel and
Jun Jo},
editor = {Thuc Duy Le and
Kok{-}Leong Ong and
Yanchang Zhao and
Warren H. Jin and
Sebastien Wong and
Lin Liu and
Graham Williams},
title = {Joint Sequential Data Prediction with Multi-stream Stacked {LSTM}
Network},
booktitle = {Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide,
SA, Australia, December 2-5, 2019, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1127},
pages = {77--90},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-981-15-1699-3\_7},
doi = {10.1007/978-981-15-1699-3\_7},
timestamp = {Thu, 23 Jun 2022 19:58:25 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/ToanGNHHJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ToanCTHS18,
author = {Nguyen Thanh Toan and
Thanh Cong Phan and
Thanh Tam Nguyen and
Nguyen Quoc Viet Hung and
Bela Stantic},
title = {Diversifying Group Recommendation},
journal = {{IEEE} Access},
volume = {6},
pages = {17776--17786},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2815740},
doi = {10.1109/ACCESS.2018.2815740},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ToanCTHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HungVTWYZ18,
author = {Nguyen Quoc Viet Hung and
Huynh Huu Viet and
Thanh Tam Nguyen and
Matthias Weidlich and
Hongzhi Yin and
Xiaofang Zhou},
title = {Computing Crowd Consensus with Partial Agreement},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {1},
pages = {1--14},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2750683},
doi = {10.1109/TKDE.2017.2750683},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HungVTWYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Nguyen0WZYTS18,
author = {Quoc Viet Hung Nguyen and
Kai Zheng and
Matthias Weidlich and
Bolong Zheng and
Hongzhi Yin and
Thanh Tam Nguyen and
Bela Stantic},
title = {What-If Analysis with Conflicting Goals: Recommending Data Ranges
for Exploration},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {89--100},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00018},
doi = {10.1109/ICDE.2018.00018},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/Nguyen0WZYTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/NguyenVNWYZ18,
author = {Quoc Viet Hung Nguyen and
Huynh Huu Viet and
Thanh Tam Nguyen and
Matthias Weidlich and
Hongzhi Yin and
Xiaofang Zhou},
title = {Computing Crowd Consensus with Partial Agreement},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1749--1750},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00232},
doi = {10.1109/ICDE.2018.00232},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/NguyenVNWYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/HungDTWAYZ17,
author = {Nguyen Quoc Viet Hung and
Chi Thang Duong and
Thanh Tam Nguyen and
Matthias Weidlich and
Karl Aberer and
Hongzhi Yin and
Xiaofang Zhou},
title = {Argument discovery via crowdsourcing},
journal = {{VLDB} J.},
volume = {26},
number = {4},
pages = {511--535},
year = {2017},
url = {https://doi.org/10.1007/s00778-017-0462-9},
doi = {10.1007/S00778-017-0462-9},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/HungDTWAYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/HungTTWAYZ17,
author = {Nguyen Quoc Viet Hung and
Duong Chi Thang and
Thanh Tam Nguyen and
Matthias Weidlich and
Karl Aberer and
Hongzhi Yin and
Xiaofang Zhou},
title = {Answer validation for generic crowdsourcing tasks with minimal efforts},
journal = {{VLDB} J.},
volume = {26},
number = {6},
pages = {855--880},
year = {2017},
url = {https://doi.org/10.1007/s00778-017-0484-3},
doi = {10.1007/S00778-017-0484-3},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/HungTTWAYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TamWTYH17,
author = {Thanh Tam Nguyen and
Matthias Weidlich and
Duong Chi Thang and
Hongzhi Yin and
Nguyen Quoc Viet Hung},
editor = {Carles Sierra},
title = {Retaining Data from Streams of Social Platforms with Minimal Regret},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2850--2856},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/397},
doi = {10.24963/IJCAI.2017/397},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TamWTYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/HoNS16,
author = {Thi Hoang Yen Ho and
Thanh Tam Nguyen and
Insu Song},
editor = {Ngoc Thanh Nguyen and
Bogdan Trawinski and
Hamido Fujita and
Tzung{-}Pei Hong},
title = {Visualizing Learning Activities in Social Network},
booktitle = {Intelligent Information and Database Systems - 8th Asian Conference,
{ACIIDS} 2016, Da Nang, Vietnam, March 14-16, 2016, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9621},
pages = {97--105},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-49381-6\_10},
doi = {10.1007/978-3-662-49381-6\_10},
timestamp = {Thu, 16 Mar 2023 20:00:29 +0100},
biburl = {https://dblp.org/rec/conf/aciids/HoNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NguyenS16,
author = {Thanh Tam Nguyen and
Insu Song},
title = {Centrality clustering-based sampling for big data visualization},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {1911--1917},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727433},
doi = {10.1109/IJCNN.2016.7727433},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NguyenS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NguyenS16a,
author = {Thanh Tam Nguyen and
Insu Song},
title = {Learning space model for educational social networks},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {3116--3123},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727596},
doi = {10.1109/IJCNN.2016.7727596},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NguyenS16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/HungTTA15,
author = {Nguyen Quoc Viet Hung and
Do Son Thanh and
Thanh Tam Nguyen and
Karl Aberer},
editor = {Matthias Renz and
Cyrus Shahabi and
Xiaofang Zhou and
Muhammad Aamir Cheema},
title = {Tag-Based Paper Retrieval: Minimizing User Effort with Diversity Awareness},
booktitle = {Database Systems for Advanced Applications - 20th International Conference,
{DASFAA} 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9049},
pages = {510--528},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18120-2\_30},
doi = {10.1007/978-3-319-18120-2\_30},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/HungTTA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/ThangTHA15,
author = {Duong Chi Thang and
Thanh Tam Nguyen and
Nguyen Quoc Viet Hung and
Karl Aberer},
editor = {Qiming Chen and
Abdelkader Hameurlain and
Farouk Toumani and
Roland R. Wagner and
Hendrik Decker},
title = {An Evaluation of Diversification Techniques},
booktitle = {Database and Expert Systems Applications - 26th International Conference,
{DEXA} 2015, Valencia, Spain, September 1-4, 2015, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {9262},
pages = {215--231},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22852-5\_19},
doi = {10.1007/978-3-319-22852-5\_19},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/ThangTHA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TamHWA15,
author = {Thanh Tam Nguyen and
Nguyen Quoc Viet Hung and
Matthias Weidlich and
Karl Aberer},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {Result selection and summarization for Web Table search},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {231--242},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113287},
doi = {10.1109/ICDE.2015.7113287},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/TamHWA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HungTCWMAGW15,
author = {Nguyen Quoc Viet Hung and
Thanh Tam Nguyen and
Vinh Tuan Chau and
Tri Kurniawan Wijaya and
Zolt{\'{a}}n Mikl{\'{o}}s and
Karl Aberer and
Avigdor Gal and
Matthias Weidlich},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {{SMART:} {A} tool for analyzing and reconciling schema matching networks},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1488--1491},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113408},
doi = {10.1109/ICDE.2015.7113408},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/HungTCWMAGW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eetcc/HungTMA14,
author = {Nguyen Quoc Viet Hung and
Thanh Tam Nguyen and
Zolt{\'{a}}n Mikl{\'{o}}s and
Karl Aberer},
title = {Reconciling Schema Matching Networks Through Crowdsourcing},
journal = {{EAI} Endorsed Trans. Collab. Comput.},
volume = {1},
number = {2},
pages = {e2},
year = {2014},
url = {https://doi.org/10.4108/cc.1.2.e2},
doi = {10.4108/CC.1.2.E2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eetcc/HungTMA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/HungTTA14,
author = {Nguyen Quoc Viet Hung and
Do Son Thanh and
Thanh Tam Nguyen and
Karl Aberer},
editor = {Sourav S. Bhowmick and
Curtis E. Dyreson and
Christian S. Jensen and
Mong{-}Li Lee and
Agus Muliantara and
Bernhard Thalheim},
title = {Privacy-Preserving Schema Reuse},
booktitle = {Database Systems for Advanced Applications - 19th International Conference,
{DASFAA} 2014, Bali, Indonesia, April 21-24, 2014. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8422},
pages = {234--250},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-05813-9\_16},
doi = {10.1007/978-3-319-05813-9\_16},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/HungTTA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HungTMAGW14,
author = {Nguyen Quoc Viet Hung and
Thanh Tam Nguyen and
Zolt{\'{a}}n Mikl{\'{o}}s and
Karl Aberer and
Avigdor Gal and
Matthias Weidlich},
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {Pay-as-you-go reconciliation in schema matching networks},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {220--231},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDE.2014.6816653},
doi = {10.1109/ICDE.2014.6816653},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/HungTMAGW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/HungTMA13,
author = {Nguyen Quoc Viet Hung and
Thanh Tam Nguyen and
Zolt{\'{a}}n Mikl{\'{o}}s and
Karl Aberer},
editor = {Weiyi Meng and
Ling Feng and
St{\'{e}}phane Bressan and
Werner Winiwarter and
Wei Song},
title = {On Leveraging Crowdsourcing Techniques for Schema Matching Networks},
booktitle = {Database Systems for Advanced Applications, 18th International Conference,
{DASFAA} 2013, Wuhan, China, April 22-25, 2013. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
pages = {139--154},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37450-0\_10},
doi = {10.1007/978-3-642-37450-0\_10},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/HungTMA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HungTLA13,
author = {Nguyen Quoc Viet Hung and
Thanh Tam Nguyen and
Ngoc Tran Lam and
Karl Aberer},
editor = {Gareth J. F. Jones and
Paraic Sheridan and
Diane Kelly and
Maarten de Rijke and
Tetsuya Sakai},
title = {{BATC:} a benchmark for aggregation techniques in crowdsourcing},
booktitle = {The 36th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '13, Dublin, Ireland - July 28 -
August 01, 2013},
pages = {1079--1080},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2484028.2484199},
doi = {10.1145/2484028.2484199},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/HungTLA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/HungTLA13,
author = {Nguyen Quoc Viet Hung and
Thanh Tam Nguyen and
Ngoc Tran Lam and
Karl Aberer},
editor = {Xuemin Lin and
Yannis Manolopoulos and
Divesh Srivastava and
Guangyan Huang},
title = {An Evaluation of Aggregation Techniques in Crowdsourcing},
booktitle = {Web Information Systems Engineering - {WISE} 2013 - 14th International
Conference, Nanjing, China, October 13-15, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8181},
pages = {1--15},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41154-0\_1},
doi = {10.1007/978-3-642-41154-0\_1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wise/HungTLA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rivf/NguyenNQ12,
author = {Thanh Tam Nguyen and
Nguyen Quoc Viet Hung and
Thanh Tho Quan},
title = {A Framework to Combine Multiple Matchers for Pair-Wise Schema Matching},
booktitle = {2012 {IEEE} {RIVF} International Conference on Computing {\&}
Communication Technologies, Research, Innovation, and Vision for the
Future (RIVF), Ho Chi Minh City, Vietnam, February 27 - March 1, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/rivf.2012.6169817},
doi = {10.1109/RIVF.2012.6169817},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rivf/NguyenNQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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