Xumin Liu

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 23

Top Topics

Service Selection

Agglomerative Hierarchical Clustering

Top Venues

Expert Syst. Appl.

Publications

Xumin Liu, Erik Golen, Rajendra K. Raj, Kimberly Fluet
Offering Data Science Coursework to Non-Computing Majors. DataEd@SIGMOD (2023)
Xumin Liu, Erik Golen, Rajendra K. Raj, Kimberly Fluet
A Web-Based Learning Platform for Teaching Data Science to Non-Computer Majors. FIE (2023)
Xumin Liu, Erik Golen, Rajendra K. Raj
Introducing Data Science Topics to Non-Computing Majors. SIGCSE (2) (2022)
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)
Vivek Govind Lad, Eduardo Lima, Xumin Liu
HSG-CDM: A Heterogeneous Service Graph Contextual Deep Model for Web Service Classification. SCC (2022)
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)
Dingrong Wang, Hitesh Sapkota, Xumin Liu, Qi Yu
Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval. CoRR (2021)
Eduardo Lima, Xumin Liu
A Structure Alignment Deep Graph Model for Mashup Recommendation. ICSOC (2021)
Dingrong Wang, Hitesh Sapkota, Xumin Liu, Qi Yu
Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval. ICDM (2021)
Moayad Alshangiti, Weishi Shi, Xumin Liu, Qi Yu
A Bayesian learning model for design-phase service mashup popularity prediction. Expert Syst. Appl. 149 (2020)
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)
Jai W. Kang, Qi Yu, Edward P. Holden, Xumin Liu
Complementing Course Contents Between IT/CS: A Case Study on Database Courses. SIGITE (2019)
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) (2019)
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) (2018)
Xumin Liu, Moayad Alshangiti, Chen Ding, Qi Yu
Log sequence clustering for workflow mining in multi-workflow systems. Data Knowl. Eng. 117 (2018)
Priyanka Samanta, Xumin Liu
Recommending Services for New Mashups through Service Factors and Top-K Neighbors. ICWS (2017)
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) (2017)
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) (2017)
Weishi Shi, Xumin Liu, Qi Yu
Correlation-Aware Multi-Label Active Learning for Web Service Tag Recommendation. ICWS (2017)
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)
Navati Jain, Chen (Cherie) Ding, Xumin Liu
Data-Dependent QoS-Based Service Selection. ICSOC (2016)
Xumin Liu, Shaleen Agarwal, Chen (Cherie) Ding, Qi Yu
An LDA-SVM Active Learning Framework for Web Service Classification. ICWS (2016)
Md Shahinur Rahman, Chen Ding, Xumin Liu, Chi-Hung Chi
A Testbed for Collecting QoS Data of Cloud-Based Analytic Services. CLOUD (2016)
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) (2015)
Aditi Jain, Xumin Liu, Qi Yu
Aggregating Functionality, Use History, and Popularity of APIs to Recommend Mashup Creation. ICSOC (2015)
Xumin Liu, Isankumar Fulia
Incorporating User, Topic, and Service Related Latent Factors into Web Service Recommendation. ICWS (2015)
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)
Athman Bouguettaya, Qi Yu, Xumin Liu, Xiangmin Zhou, Andy Song
Efficient agglomerative hierarchical clustering. Expert Syst. Appl. 42 (5) (2015)
Muhammad Suleman Saleem, Chen (Cherie) Ding, Xumin Liu, Chi-Hung Chi
Personalized Decision Making for QoS-Based Service Selection. ICWS (2014)
Raed Karim, Chen (Cherie) Ding, Ali Miri, Xumin Liu
End-to-end QoS mapping and aggregation for selecting cloud services. CTS (2014)
Xumin Liu
Unraveling and Learning Workflow Models from Interleaved Event Logs. ICWS (2014)
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)
Sudipan Mishra, Xumin Liu
Optimizing Concurrency Performance of Complex Services in Mobile Environment. Int. J. Web Serv. Res. 11 (1) (2014)
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) (2013)
Gaurav Mitra, Xuan Zhou, Athman Bouguettaya, Xumin Liu
A Request Oriented Model forWeb Services. AWC (2013)
Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Chunmei Liu, Alex Pantaleev
Teaching Service-Oriented Programming to CS and SE undergraduate students. FIE (2013)
Xumin Liu, Chen (Cherie) Ding
Learning Workflow Models from Event Logs Using Co-clustering. Int. J. Web Serv. Res. 10 (3) (2013)
Xumin Liu, Hua Liu, Chen (Cherie) Ding
Incorporating User Behavior Patterns to Discover Workflow Models from Event Logs. ICWS (2013)
Abdullah Almuaibid, Xumin Liu
An Efficient Interaction Framework for Mobile Web Services. MobiWIS (2013)
Chunmei Liu, Dongsheng Che, Xumin Liu, Yinglei Song
Applications of Machine Learning in Genomics and Systems Biology. Comput. Math. Methods Medicine 2013 (2013)
Xumin Liu, Rajendra K. Raj, Tom Reichlmayr, Chunmei Liu, Alex Pantaleev
Incorporating Service-Oriented Programming techniques into undergraduate CS and SE curricula. FIE (2013)
Li Yang, Xumin Liu
Teaching business analytics. FIE (2013)
Amit Salunke, Xumin Liu, Manjeet Rege
Constrained co-clustering with non-negative matrix factorisation. Int. J. Bus. Intell. Data Min. 7 (1/2) (2012)
Xumin Liu, Hua Liu
An Integrated Framework for Web Service Ontology Development. Int. J. Next Gener. Comput. 3 (2) (2012)
Hui Li, Chunmei Liu, Xumin Liu
Collaboration visualization on large dataset for protein-protein interaction network. CIBCB (2012)
Sudipan Mishra, Siddharth Sarasvati, Shashank Srivastava, Xumin Liu
An asynchronous based approach to improve concurrency control in mobile web servers. CollaborateCom (2012)
Yasmine Charif, Hua Liu, Andres Quiroz, Xumin Liu
Automating Reusable Workflow Development from Design to Instantiation. SERVICES (2012)
Xumin Liu, Hua Liu
Automatic Abstract Service Generation from Web Service Communities. ICWS (2012)
Xumin Liu, Athman Bouguettaya, Qi Yu, Zaki Malik
Efficient change management in long-term composed services. Serv. Oriented Comput. Appl. 5 (2) (2011)
Athman Bouguettaya, Qi Yu, Xumin Liu, Zaki Malik
Service-Centric Framework for a Digital Government Application. IEEE Trans. Serv. Comput. 4 (1) (2011)
Xu Yang, Athman Bouguettaya, Xumin Liu
Semantic-Based Access to Composite Mobile Services. Int. J. Web Serv. Res. 8 (3) (2011)
Amit Salunke, Minh Nguyen, Xumin Liu, Manjeet Rege
Web service discovery using semi-supervised Block Value Decomposition. IRI (2011)
Xumin Liu, Hua Liu
Bootstrapping operation-level web service ontology: A bottom-up approach. CollaborateCom (2011)
Xumin Liu, Hua Liu
Constructing Operation-Level Ontologies for Web Services. ICWS (2011)
Nathan Green, Manjeet Rege, Xumin Liu, Reynold Bailey
Evolutionary spectral co-clustering. IJCNN (2011)
Yanling Wu, Mei Wang, Guangda Li, Zhiping Luo, Tat-Seng Chua, Xumin Liu
VDictionary: Automatically Generate Visual Dictionary via Wikimedias. MMM (2010)
Xumin Liu, Chunmei Liu, Manjeet Rege, Athman Bouguettaya
Semantic Support for Adaptive Long Term Composed Services. ICWS (2010)
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)
Zhenyu Liu, Weixiang Xu, Xumin Liu
Efficiently Using Matrix in Mining Maximum Frequent Itemset. WKDD (2010)
Xumin Liu, Weixiang Xu, Jing Xu, Yong Guan
Scattered Points Denoising of TC-Bezier Surface Fitting. WKDD (2010)
Archana Donavalli, Manjeet Rege, Xumin Liu, Kourosh Jafari-Khouzani
Low-Rank Matrix Factorization and Co-clustering Algorithms for Analyzing Large Data Sets. ICDEM (2010)
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)
Na Shi, Xumin Liu, Yong Guan
Research on k-means Clustering Algorithm: An Improved k-means Clustering Algorithm. IITSI (2010)
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) (2010)
Xumin Liu, Weixiang Xu, Yong Guan, Yuanyuan Shang
Hyperbolic polynomial uniform B-spline curves and surfaces with shape parameter. Graph. Model. 72 (1) (2010)
Xu Yang, Athman Bouguettaya, Xumin Liu
Efficient Access to Composite M-services. ICWS (2009)
Xumin Liu, Weixiang Xu, Yong Guan, Yuanyuan Shang
Trigonometric polynomial uniform B-spline surface with shape parameter. ICIS (2009)
Yong Guan, Jie Zhang, Yuanyuan Shang, Minhua Wu, Xumin Liu
Embedded Sensor of Forecast Conveyer Belt Breaks. FSKD (5) (2008)
Xumin Liu, Athman Bouguettaya
Ontology Support for Managing Top-Down Changes in Composite Services. CollaborateCom (2008)
Xumin Liu, Weixiang Xu
Uniform B-Spline Curve and Surface with Shape Parameters. CSSE (2) (2008)
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)
Qi Yu, Xumin Liu, Athman Bouguettaya, Brahim Medjahed
Deploying and managing Web services: issues, solutions, and directions. VLDB J. 17 (3) (2008)
Xumin Liu, Athman Bouguettaya
Managing Top-down Changes in Service-Oriented Enterprises. ICWS (2007)
Xumin Liu, Athman Bouguettaya
Reacting to functional changes in service-oriented enterprises. CollaborateCom (2007)
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)
Xumin Liu, Houkuan Huang, Weixiang Xu
Approximate B-Spline Surface Based on RBF Neural Networks. International Conference on Computational Science (1) (2005)
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)
Xumin Liu, Houkuan Huang, Weixiang Xu
An intelligent system of on space surface modeling. SMC (5) (2004)
Athman Bouguettaya, Brahim Medjahed, Abdelmounaam Rezgui, Mourad Ouzzani, Xumin Liu, Qi Yu
WebDG - A Platform for E-Government Web Services. ER (Workshops) (2004)