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Xumin Liu
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2020 – today
- 2023
- [c57]Xumin Liu, Erik Golen, Rajendra K. Raj
, Kimberly Fluet
:
Offering Data Science Coursework to Non-Computing Majors. DataEd@SIGMOD 2023 - [c56]Xumin Liu, Erik Golen, Rajendra K. Raj, Kimberly Fluet
:
A Web-Based Learning Platform for Teaching Data Science to Non-Computer Majors. FIE 2023: 1-9 - 2022
- [c55]Vivek Govind Lad, Eduardo Lima, Xumin Liu:
HSG-CDM: A Heterogeneous Service Graph Contextual Deep Model for Web Service Classification. SCC 2022: 104-113 - [c54]Xumin Liu, Erik Golen, Rajendra K. Raj:
DSLP: A Web-based Data Science Learning Platform to Support DS Education for Non-Computing Majors. SIGCSE (2) 2022: 1181 - [c53]Xumin Liu, Erik Golen, Rajendra K. Raj:
Introducing Data Science Topics to Non-Computing Majors. SIGCSE (2) 2022: 1201 - [c52]Moayad Alshangiti
, Weishi Shi, Eduardo Lima, Xumin Liu, Qi Yu
:
Hierarchical Bayesian multi-kernel learning for integrated classification and summarization of app reviews. ESEC/SIGSOFT FSE 2022: 558-569 - 2021
- [c51]Dingrong Wang
, Hitesh Sapkota, Xumin Liu, Qi Yu
:
Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval. ICDM 2021: 669-678 - [c50]Eduardo Lima, Xumin Liu:
A Structure Alignment Deep Graph Model for Mashup Recommendation. ICSOC 2021: 682-690 - [e1]Hakim Hacid
, Fatma Outay
, Hye-young Paik
, Amira Alloum, Marinella Petrocchi
, Mohamed Reda Bouadjenek
, Amin Beheshti
, Xumin Liu, Abderrahmane Maaradji
:
Service-Oriented Computing - ICSOC 2020 Workshops - AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings. Lecture Notes in Computer Science 12632, Springer 2021, ISBN 978-3-030-76351-0 [contents] - [i1]Dingrong Wang, Hitesh Sapkota, Xumin Liu, Qi Yu:
Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval. CoRR abs/2111.10917 (2021) - 2020
- [j22]Moayad Alshangiti
, Weishi Shi, Xumin Liu
, Qi Yu
:
A Bayesian learning model for design-phase service mashup popularity prediction. Expert Syst. Appl. 149: 113231 (2020)
2010 – 2019
- 2019
- [j21]Eduardo Lima, Weishi Shi, Xumin Liu
, Qi Yu
:
Integrating Multi-level Tag Recommendation with External Knowledge Bases for Automatic Question Answering. ACM Trans. Internet Techn. 19(3): 34:1-34:22 (2019) - [c49]Moayad Alshangiti
, Hitesh Sapkota, Pradeep K. Murukannaiah, Xumin Liu, Qi Yu
:
Why is Developing Machine Learning Applications Challenging? A Study on Stack Overflow Posts. ESEM 2019: 1-11 - [c48]Jai W. Kang, Qi Yu
, Edward P. Holden, Xumin Liu:
Complementing Course Contents Between IT/CS: A Case Study on Database Courses. SIGITE 2019: 10-15 - 2018
- [j20]Xumin Liu, Moayad Alshangiti
, Chen Ding, Qi Yu
:
Log sequence clustering for workflow mining in multi-workflow systems. Data Knowl. Eng. 117: 1-17 (2018) - [j19]Afnan Bukhari, Xumin Liu:
A Web service search engine for large-scale Web service discovery based on the probabilistic topic modeling and clustering. Serv. Oriented Comput. Appl. 12(2): 169-182 (2018) - 2017
- [j18]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) - [j17]Xumin Liu
, Weishi Shi, Arpeet Kale, Chen (Cherie) Ding, Qi Yu
:
Statistical Learning of Domain-Specific Quality-of-Service Features from User Reviews. ACM Trans. Internet Techn. 17(2): 22:1-22:24 (2017) - [c47]Weishi Shi, Xumin Liu, Qi Yu
:
Correlation-Aware Multi-Label Active Learning for Web Service Tag Recommendation. ICWS 2017: 229-236 - [c46]Priyanka Samanta, Xumin Liu:
Recommending Services for New Mashups through Service Factors and Top-K Neighbors. ICWS 2017: 381-388 - 2016
- [c45]Md Shahinur Rahman, Chen Ding, Xumin Liu, Chi-Hung Chi:
A Testbed for Collecting QoS Data of Cloud-Based Analytic Services. CLOUD 2016: 236-243 - [c44]Navati Jain, Chen (Cherie) Ding, Xumin Liu:
Data-Dependent QoS-Based Service Selection. ICSOC 2016: 617-625 - [c43]Xumin Liu, Shaleen Agarwal, Chen (Cherie) Ding, Qi Yu
:
An LDA-SVM Active Learning Framework for Web Service Classification. ICWS 2016: 49-56 - [c42]Joseph Bullard, Cecilia Ovesdotter Alm, Xumin Liu, Qi Yu
, Rubén A. Proaño:
Towards Early Dementia Detection: Fusing Linguistic and Non-Linguistic Clinical Data. CLPsych@HLT-NAACL 2016: 12-22 - 2015
- [j16]Athman Bouguettaya
, Qi Yu
, Xumin Liu, Xiangmin Zhou, Andy Song
:
Efficient agglomerative hierarchical clustering. Expert Syst. Appl. 42(5): 2785-2797 (2015) - [j15]Muhammad Suleman Saleem, Chen (Cherie) Ding, Xumin Liu, Chi-Hung Chi:
Personalized Decision-Strategy based Web Service Selection using a Learning-to-Rank Algorithm. IEEE Trans. Serv. Comput. 8(5): 727-739 (2015) - [c41]Aditi Jain, Xumin Liu, Qi Yu:
Aggregating Functionality, Use History, and Popularity of APIs to Recommend Mashup Creation. ICSOC 2015: 188-202 - [c40]Xumin Liu, Arpeet Kale, Javed Wasani, Chen (Cherie) Ding, Qi Yu
:
Extracting, Ranking, and Evaluating Quality Features of Web Services through User Review Sentiment Analysis. ICWS 2015: 153-160 - [c39]Xumin Liu, Isankumar Fulia:
Incorporating User, Topic, and Service Related Latent Factors into Web Service Recommendation. ICWS 2015: 185-192 - 2014
- [j14]Sudipan Mishra, Xumin Liu:
Optimizing Concurrency Performance of Complex Services in Mobile Environment. Int. J. Web Serv. Res. 11(1): 94-110 (2014) - [c38]Raed Karim, Chen (Cherie) Ding, Ali Miri, Xumin Liu:
End-to-end QoS mapping and aggregation for selecting cloud services. CTS 2014: 515-522 - [c37]Muhammad Suleman Saleem, Chen (Cherie) Ding, Xumin Liu, Chi-Hung Chi:
Personalized Decision Making for QoS-Based Service Selection. ICWS 2014: 17-24 - [c36]Xumin Liu:
Unraveling and Learning Workflow Models from Interleaved Event Logs. ICWS 2014: 193-200 - [c35]Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Alex Pantaleev, Chunmei Liu:
Teaching service-oriented programming to CS and SE undergraduate students (abstract only). SIGCSE 2014: 740 - [p2]Xumin Liu, Athman Bouguettaya
:
SCML: A Change Management Language for Adaptive Long Term Composed Services. Advanced Web Services 2014: 225-252 - [p1]Xumin Liu, Hua Liu:
A Semantic-Based Approach to Generate Abstract Services for Service Organization. Advanced Web Services 2014: 253-275 - 2013
- [j13]Chunmei Liu, Dongsheng Che
, Xumin Liu, Yinglei Song:
Applications of Machine Learning in Genomics and Systems Biology. Comput. Math. Methods Medicine 2013: 587492:1 (2013) - [j12]Xumin Liu, Chen (Cherie) Ding:
Learning Workflow Models from Event Logs Using Co-clustering. Int. J. Web Serv. Res. 10(3): 42-59 (2013) - [j11]Xumin Liu, Athman Bouguettaya
, Jemma Wu, Li Zhou:
Ev-LCS: A System for the Evolution of Long-Term Composed Services. IEEE Trans. Serv. Comput. 6(1): 102-115 (2013) - [c34]Gaurav Mitra, Xuan Zhou, Athman Bouguettaya, Xumin Liu:
A Request Oriented Model forWeb Services. AWC 2013: 13-20 - [c33]Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Chunmei Liu, Alex Pantaleev:
Teaching Service-Oriented Programming to CS and SE undergraduate students. FIE 2013: 15-16 - [c32]Xumin Liu, Rajendra K. Raj, Tom Reichlmayr, Chunmei Liu, Alex Pantaleev:
Incorporating Service-Oriented Programming techniques into undergraduate CS and SE curricula. FIE 2013: 1369-1371 - [c31]Li Yang, Xumin Liu:
Teaching business analytics. FIE 2013: 1516-1518 - [c30]Xumin Liu, Hua Liu, Chen (Cherie) Ding:
Incorporating User Behavior Patterns to Discover Workflow Models from Event Logs. ICWS 2013: 171-178 - [c29]Abdullah Almuaibid, Xumin Liu:
An Efficient Interaction Framework for Mobile Web Services. MobiWIS 2013: 22-34 - 2012
- [j10]Amit Salunke, Xumin Liu, Manjeet Rege:
Constrained co-clustering with non-negative matrix factorisation. Int. J. Bus. Intell. Data Min. 7(1/2): 60-79 (2012) - [j9]Xumin Liu, Hua Liu:
An Integrated Framework for Web Service Ontology Development. Int. J. Next Gener. Comput. 3(2) (2012) - [c28]Hui Li, Chunmei Liu, Xumin Liu:
Collaboration visualization on large dataset for protein-protein interaction network. CIBCB 2012: 177-183 - [c27]Sudipan Mishra, Siddharth Sarasvati, Shashank Srivastava, Xumin Liu:
An asynchronous based approach to improve concurrency control in mobile web servers. CollaborateCom 2012: 355-362 - [c26]Xumin Liu, Hua Liu:
Automatic Abstract Service Generation from Web Service Communities. ICWS 2012: 154-161 - [c25]Yasmine Charif, Hua Liu, Andres Quiroz, Xumin Liu:
Automating Reusable Workflow Development from Design to Instantiation. SERVICES 2012: 369-376 - 2011
- [j8]Xu Yang, Athman Bouguettaya, Xumin Liu:
Semantic-Based Access to Composite Mobile Services. Int. J. Web Serv. Res. 8(3): 70-100 (2011) - [j7]Xumin Liu, Athman Bouguettaya
, Qi Yu
, Zaki Malik
:
Efficient change management in long-term composed services. Serv. Oriented Comput. Appl. 5(2): 87-103 (2011) - [j6]Athman Bouguettaya
, Qi Yu
, Xumin Liu, Zaki Malik
:
Service-Centric Framework for a Digital Government Application. IEEE Trans. Serv. Comput. 4(1): 3-16 (2011) - [c24]Xumin Liu, Hua Liu:
Bootstrapping operation-level web service ontology: A bottom-up approach. CollaborateCom 2011: 19-26 - [c23]Xumin Liu, Hua Liu:
Constructing Operation-Level Ontologies for Web Services. ICWS 2011: 716-717 - [c22]Nathan Green, Manjeet Rege, Xumin Liu, Reynold Bailey:
Evolutionary spectral co-clustering. IJCNN 2011: 1074-1081 - [c21]Amit Salunke, Minh Nguyen, Xumin Liu, Manjeet Rege:
Web service discovery using semi-supervised Block Value Decomposition. IRI 2011: 36-41 - 2010
- [j5]Xumin Liu, Weixiang Xu, Yong Guan, Yuanyuan Shang:
Hyperbolic polynomial uniform B-spline curves and surfaces with shape parameter. Graph. Model. 72(1): 1-6 (2010) - [j4]Salman Akram, Athman Bouguettaya, Xumin Liu, Armin Haller, Florian Rosenberg:
A Change Management Framework for Service Oriented Enterprises. Int. J. Next Gener. Comput. 1(1) (2010) - [j3]Athman Bouguettaya
, Surya Nepal, Wanita Sherchan, Xuan Zhou, Jemma Wu, Shiping Chen
, Dongxi Liu, Lily Li, Hongbing Wang, Xumin Liu:
End-to-End Service Support for Mashups. IEEE Trans. Serv. Comput. 3(3): 250-263 (2010) - [c20]Archana Donavalli, Manjeet Rege, Xumin Liu, Kourosh Jafari-Khouzani:
Low-Rank Matrix Factorization and Co-clustering Algorithms for Analyzing Large Data Sets. ICDEM 2010: 272-279 - [c19]Hui Li, Chunmei Liu, Xumin Liu, Macire Diakite, Legand L. Burge III, Abdul-Aziz Yakubu, William M. Southerland:
Peptide Sequence Tag-Based Blind Identification-based SVM Model. ICMLA 2010: 979-984 - [c18]Xumin Liu, Chunmei Liu, Manjeet Rege, Athman Bouguettaya
:
Semantic Support for Adaptive Long Term Composed Services. ICWS 2010: 267-274 - [c17]Na Shi, Xumin Liu, Yong Guan:
Research on k-means Clustering Algorithm: An Improved k-means Clustering Algorithm. IITSI 2010: 63-67 - [c16]Yanling Wu, Mei Wang, Guangda Li, Zhiping Luo, Tat-Seng Chua, Xumin Liu:
VDictionary: Automatically Generate Visual Dictionary via Wikimedias. MMM 2010: 796-798 - [c15]Zhenyu Liu, Weixiang Xu, Xumin Liu:
Efficiently Using Matrix in Mining Maximum Frequent Itemset. WKDD 2010: 50-54 - [c14]Xumin Liu, Weixiang Xu, Jing Xu, Yong Guan:
Scattered Points Denoising of TC-Bezier Surface Fitting. WKDD 2010: 371-374
2000 – 2009
- 2009
- [c13]Xu Yang, Athman Bouguettaya
, Xumin Liu:
Efficient Access to Composite M-services. ICWS 2009: 381-388 - [c12]Xumin Liu, Weixiang Xu, Yong Guan, Yuanyuan Shang:
Trigonometric polynomial uniform B-spline surface with shape parameter. ICIS 2009: 1357-1363 - 2008
- [j2]Weixiang Xu, L. Xu, Xumin Liu, James D. Jones:
A new approach to decision-making with key constraint and its application in enterprise information systems. Enterp. Inf. Syst. 2(3): 287-308 (2008) - [j1]Qi Yu
, Xumin Liu, Athman Bouguettaya
, Brahim Medjahed:
Deploying and managing Web services: issues, solutions, and directions. VLDB J. 17(3): 537-572 (2008) - [c11]Xumin Liu, Athman Bouguettaya
:
Ontology Support for Managing Top-Down Changes in Composite Services. CollaborateCom 2008: 760-777 - [c10]Xumin Liu, Weixiang Xu:
Uniform B-Spline Curve and Surface with Shape Parameters. CSSE (2) 2008: 975-979 - [c9]Yong Guan, Jie Zhang, Yuanyuan Shang, Minhua Wu, Xumin Liu:
Embedded Sensor of Forecast Conveyer Belt Breaks. FSKD (5) 2008: 617-621 - [c8]Jin Liu, Yong Guan, Jin-qiang Chen, Minhua Wu, Xumin Liu:
Hardware Design and Implementation of Intelligent Teaching Aid Based on FDD Theory. ICNC (7) 2008: 288-292 - 2007
- [c7]Xumin Liu, Athman Bouguettaya
:
Reacting to functional changes in service-oriented enterprises. CollaborateCom 2007: 264-270 - [c6]Xumin Liu, Athman Bouguettaya
:
Managing Top-down Changes in Service-Oriented Enterprises. ICWS 2007: 1072-1079 - 2006
- [c5]Athman Bouguettaya, Denis Gracanin, Qi Yu
, Xiaoyu Zhang, Xumin Liu, Zaki Malik:
Ubiquitous Web Services for E-Government Social Services. AAAI Spring Symposium: Semantic Web Meets eGovernment 2006: 1-3 - 2005
- [c4]Xumin Liu, Houkuan Huang, Weixiang Xu:
Approximate B-Spline Surface Based on RBF Neural Networks. International Conference on Computational Science (1) 2005: 995-1002 - 2004
- [c3]Athman Bouguettaya, Brahim Medjahed, Abdelmounaam Rezgui, Mourad Ouzzani, Xumin Liu, Qi Yu:
WebDG - A Platform for E-Government Web Services. ER (Workshops) 2004: 553-565 - [c2]Xumin Liu, Houkuan Huang, Weixiang Xu:
A Contribution to Decision Tree Construction Based on Rough Set Theory. Rough Sets and Current Trends in Computing 2004: 637-642 - [c1]Xumin Liu, Houkuan Huang, Weixiang Xu:
An intelligent system of on space surface modeling. SMC (5) 2004: 4290-4295
Coauthor Index
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