Xumin Liu

According to our database, Xumin Liu authored at least 82 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection.

Abhinab Acharya, Dayou Yu, Qi Yu, Xumin Liu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

A Web-Based Learning Platform for Teaching Data Science to Non-Computer Majors.

Xumin Liu, Erik Golen, Rajendra K. Raj, Kimberly Fluet

Proceedings of the IEEE Frontiers in Education Conference, 2023

Offering Data Science Coursework to Non-Computing Majors.

Xumin Liu, Erik Golen, Rajendra K. Raj, Kimberly Fluet

Proceedings of the 2nd International Workshop on Data Systems Education: Bridging education practice with education research, 2023

2022

Hierarchical Bayesian multi-kernel learning for integrated classification and summarization of app reviews.

Moayad Alshangiti, Weishi Shi, Eduardo Lima, Xumin Liu, Qi Yu

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Introducing Data Science Topics to Non-Computing Majors.

Xumin Liu, Erik Golen, Rajendra K. Raj

Proceedings of the SIGCSE 2022: The 53rd ACM Technical Symposium on Computer Science Education, 2022

DSLP: A Web-based Data Science Learning Platform to Support DS Education for Non-Computing Majors.

Xumin Liu, Erik Golen, Rajendra K. Raj

Proceedings of the SIGCSE 2022: The 53rd ACM Technical Symposium on Computer Science Education, 2022

HSG-CDM: A Heterogeneous Service Graph Contextual Deep Model for Web Service Classification.

Vivek Govind Lad, Eduardo Lima, Xumin Liu

Proceedings of the IEEE International Conference on Services Computing, 2022

2021

A Structure Alignment Deep Graph Model for Mashup Recommendation.

Eduardo Lima, Xumin Liu

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval.

Dingrong Wang, Hitesh Sapkota, Xumin Liu, Qi Yu

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

A Bayesian learning model for design-phase service mashup popularity prediction.

Moayad Alshangiti, Weishi Shi, Xumin Liu, Qi Yu

Expert Syst. Appl., 2020

2019

Integrating Multi-level Tag Recommendation with External Knowledge Bases for Automatic Question Answering.

Eduardo Lima, Weishi Shi, Xumin Liu, Qi Yu

ACM Trans. Internet Techn., 2019

Complementing Course Contents Between IT/CS: A Case Study on Database Courses.

Jai W. Kang, Qi Yu, Edward P. Holden, Xumin Liu

Proceedings of the 20th Annual SIG Conference on Information Technology Education, 2019

Why is Developing Machine Learning Applications Challenging? A Study on Stack Overflow Posts.

Moayad Alshangiti, Hitesh Sapkota, Pradeep K. Murukannaiah, Xumin Liu, Qi Yu

Proceedings of the 2019 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2019

2018

A Web service search engine for large-scale Web service discovery based on the probabilistic topic modeling and clustering.

Afnan Bukhari, Xumin Liu

Serv. Oriented Comput. Appl., 2018

Log sequence clustering for workflow mining in multi-workflow systems.

Xumin Liu, Moayad Alshangiti, Chen Ding, Qi Yu

Data Knowl. Eng., 2018

2017

Statistical Learning of Domain-Specific Quality-of-Service Features from User Reviews.

Xumin Liu, Weishi Shi, Arpeet Kale, Chen (Cherie) Ding, Qi Yu

ACM Trans. Internet Techn., 2017

A service computing manifesto: the next 10 years.

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

Commun. ACM, 2017

Correlation-Aware Multi-Label Active Learning for Web Service Tag Recommendation.

Weishi Shi, Xumin Liu, Qi Yu

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Recommending Services for New Mashups through Service Factors and Top-K Neighbors.

Priyanka Samanta, Xumin Liu

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

2016

Towards Early Dementia Detection: Fusing Linguistic and Non-Linguistic Clinical Data.

Joseph Bullard, Cecilia Ovesdotter Alm, Xumin Liu, Qi Yu, Rubén A. Proaño

Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

An LDA-SVM Active Learning Framework for Web Service Classification.

Xumin Liu, Shaleen Agarwal, Chen (Cherie) Ding, Qi Yu

Proceedings of the IEEE International Conference on Web Services, 2016

Data-Dependent QoS-Based Service Selection.

Navati Jain, Chen (Cherie) Ding, Xumin Liu

Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

A Testbed for Collecting QoS Data of Cloud-Based Analytic Services.

Md Shahinur Rahman, Chen Ding, Xumin Liu, Chi-Hung Chi

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015

Personalized Decision-Strategy based Web Service Selection using a Learning-to-Rank Algorithm.

Muhammad Suleman Saleem, Chen (Cherie) Ding, Xumin Liu, Chi-Hung Chi

IEEE Trans. Serv. Comput., 2015

Efficient agglomerative hierarchical clustering.

Athman Bouguettaya, Qi Yu, Xumin Liu, Xiangmin Zhou, Andy Song

Expert Syst. Appl., 2015

Extracting, Ranking, and Evaluating Quality Features of Web Services through User Review Sentiment Analysis.

Xumin Liu, Arpeet Kale, Javed Wasani, Chen (Cherie) Ding, Qi Yu

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Incorporating User, Topic, and Service Related Latent Factors into Web Service Recommendation.

Xumin Liu, Isankumar Fulia

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Aggregating Functionality, Use History, and Popularity of APIs to Recommend Mashup Creation.

Aditi Jain, Xumin Liu, Qi Yu

Proceedings of the Service-Oriented Computing - 13th International Conference, 2015

2014

Optimizing Concurrency Performance of Complex Services in Mobile Environment.

Sudipan Mishra, Xumin Liu

Int. J. Web Serv. Res., 2014

Teaching service-oriented programming to CS and SE undergraduate students (abstract only).

Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Alex Pantaleev, Chunmei Liu

Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

Personalized Decision Making for QoS-Based Service Selection.

Muhammad Suleman Saleem, Chen (Cherie) Ding, Xumin Liu, Chi-Hung Chi

Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Unraveling and Learning Workflow Models from Interleaved Event Logs.

Xumin Liu

Proceedings of the 2014 IEEE International Conference on Web Services, 2014

End-to-end QoS mapping and aggregation for selecting cloud services.

Raed Karim, Chen (Cherie) Ding, Ali Miri, Xumin Liu

Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

A Semantic-Based Approach to Generate Abstract Services for Service Organization.

Xumin Liu, Hua Liu

Proceedings of the Advanced Web Services, 2014

SCML: A Change Management Language for Adaptive Long Term Composed Services.

Xumin Liu, Athman Bouguettaya

Proceedings of the Advanced Web Services, 2014

2013

Ev-LCS: A System for the Evolution of Long-Term Composed Services.

Xumin Liu, Athman Bouguettaya, Jemma Wu, Li Zhou

IEEE Trans. Serv. Comput., 2013

Learning Workflow Models from Event Logs Using Co-clustering.

Xumin Liu, Chen (Cherie) Ding

Int. J. Web Serv. Res., 2013

Applications of Machine Learning in Genomics and Systems Biology.

Chunmei Liu, Dongsheng Che, Xumin Liu, Yinglei Song

Comput. Math. Methods Medicine, 2013

An Efficient Interaction Framework for Mobile Web Services.

Abdullah Almuaibid, Xumin Liu

Proceedings of the Mobile Web and Information Systems - 10th International Conference, 2013

Incorporating User Behavior Patterns to Discover Workflow Models from Event Logs.

Xumin Liu, Hua Liu, Chen (Cherie) Ding

Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

Teaching business analytics.

Li Yang, Xumin Liu

Proceedings of the IEEE Frontiers in Education Conference, 2013

Incorporating Service-Oriented Programming techniques into undergraduate CS and SE curricula.

Xumin Liu, Rajendra K. Raj, Tom Reichlmayr, Chunmei Liu, Alex Pantaleev

Proceedings of the IEEE Frontiers in Education Conference, 2013

Teaching Service-Oriented Programming to CS and SE undergraduate students.

Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Chunmei Liu, Alex Pantaleev

Proceedings of the IEEE Frontiers in Education Conference, 2013

A Request Oriented Model forWeb Services.

Gaurav Mitra, Xuan Zhou, Athman Bouguettaya, Xumin Liu

Proceedings of the First Australasian Web Conference, 2013

2012

An Integrated Framework for Web Service Ontology Development.

Xumin Liu, Hua Liu

Int. J. Next Gener. Comput., 2012

Constrained co-clustering with non-negative matrix factorisation.

Amit Salunke, Xumin Liu, Manjeet Rege

Int. J. Bus. Intell. Data Min., 2012

Automating Reusable Workflow Development from Design to Instantiation.

Yasmine Charif, Hua Liu, Andres Quiroz, Xumin Liu

Proceedings of the Eighth IEEE World Congress on Services, 2012

Automatic Abstract Service Generation from Web Service Communities.

Xumin Liu, Hua Liu

Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

An asynchronous based approach to improve concurrency control in mobile web servers.

Sudipan Mishra, Siddharth Sarasvati, Shashank Srivastava, Xumin Liu

Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

Collaboration visualization on large dataset for protein-protein interaction network.

Hui Li, Chunmei Liu, Xumin Liu

Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

2011

Service-Centric Framework for a Digital Government Application.

Athman Bouguettaya, Qi Yu, Xumin Liu, Zaki Malik

IEEE Trans. Serv. Comput., 2011

Efficient change management in long-term composed services.

Xumin Liu, Athman Bouguettaya, Qi Yu, Zaki Malik

Serv. Oriented Comput. Appl., 2011

Semantic-Based Access to Composite Mobile Services.

Xu Yang, Athman Bouguettaya, Xumin Liu

Int. J. Web Serv. Res., 2011

Web service discovery using semi-supervised Block Value Decomposition.

Amit Salunke, Minh Nguyen, Xumin Liu, Manjeet Rege

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Evolutionary spectral co-clustering.

Nathan Green, Manjeet Rege, Xumin Liu, Reynold Bailey

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Constructing Operation-Level Ontologies for Web Services.

Xumin Liu, Hua Liu

Proceedings of the IEEE International Conference on Web Services, 2011

Bootstrapping operation-level web service ontology: A bottom-up approach.

Xumin Liu, Hua Liu

Proceedings of the 7th International Conference on Collaborative Computing: Networking, 2011

2010

End-to-End Service Support for Mashups.

Athman Bouguettaya, Surya Nepal, Wanita Sherchan, Xuan Zhou, Jemma Wu, Shiping Chen, Dongxi Liu, Lily Li, Hongbing Wang, Xumin Liu

IEEE Trans. Serv. Comput., 2010

A Change Management Framework for Service Oriented Enterprises.

Salman Akram, Athman Bouguettaya, Xumin Liu, Armin Haller, Florian Rosenberg

Int. J. Next Gener. Comput., 2010

Hyperbolic polynomial uniform B-spline curves and surfaces with shape parameter.

Xumin Liu, Weixiang Xu, Yong Guan, Yuanyuan Shang

Graph. Model., 2010

Scattered Points Denoising of TC-Bezier Surface Fitting.

Xumin Liu, Weixiang Xu, Jing Xu, Yong Guan

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010

Efficiently Using Matrix in Mining Maximum Frequent Itemset.

Zhenyu Liu, Weixiang Xu, Xumin Liu

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010

VDictionary: Automatically Generate Visual Dictionary via Wikimedias.

Yanling Wu, Mei Wang, Guangda Li, Zhiping Luo, Tat-Seng Chua, Xumin Liu

Proceedings of the Advances in Multimedia Modeling, 2010

Research on k-means Clustering Algorithm: An Improved k-means Clustering Algorithm.

Na Shi, Xumin Liu, Yong Guan

Proceedings of the Third International Symposium on Intelligent Information Technology and Security Informatics, 2010

Semantic Support for Adaptive Long Term Composed Services.

Xumin Liu, Chunmei Liu, Manjeet Rege, Athman Bouguettaya

Proceedings of the IEEE International Conference on Web Services, 2010

Peptide Sequence Tag-Based Blind Identification-based SVM Model.

Hui Li, Chunmei Liu, Xumin Liu, Macire Diakite, Legand L. Burge III, Abdul-Aziz Yakubu, William M. Southerland

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Low-Rank Matrix Factorization and Co-clustering Algorithms for Analyzing Large Data Sets.

Archana Donavalli, Manjeet Rege, Xumin Liu, Kourosh Jafari-Khouzani

Proceedings of the Data Engineering and Management - Second International Conference, 2010

2009

Trigonometric polynomial uniform B-spline surface with shape parameter.

Xumin Liu, Weixiang Xu, Yong Guan, Yuanyuan Shang

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009

Efficient Access to Composite M-services.

Xu Yang, Athman Bouguettaya, Xumin Liu

Proceedings of the IEEE International Conference on Web Services, 2009

2008

Deploying and managing Web services: issues, solutions, and directions.

Qi Yu, Xumin Liu, Athman Bouguettaya, Brahim Medjahed

VLDB J., 2008

A new approach to decision-making with key constraint and its application in enterprise information systems.

Weixiang Xu, L. Xu, Xumin Liu, James D. Jones

Enterp. Inf. Syst., 2008

Hardware Design and Implementation of Intelligent Teaching Aid Based on FDD Theory.

Jin Liu, Yong Guan, Jin-qiang Chen, Minhua Wu, Xumin Liu

Proceedings of the Fourth International Conference on Natural Computation, 2008

Embedded Sensor of Forecast Conveyer Belt Breaks.

Yong Guan, Jie Zhang, Yuanyuan Shang, Minhua Wu, Xumin Liu

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Uniform B-Spline Curve and Surface with Shape Parameters.

Xumin Liu, Weixiang Xu

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Ontology Support for Managing Top-Down Changes in Composite Services.

Xumin Liu, Athman Bouguettaya

Proceedings of the Collaborative Computing: Networking, 2008

2007

Managing Top-down Changes in Service-Oriented Enterprises.

Xumin Liu, Athman Bouguettaya

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Reacting to functional changes in service-oriented enterprises.

Xumin Liu, Athman Bouguettaya

Proceedings of the 3rd International Conference on Collaborative Computing: Networking, 2007

2006

Ubiquitous Web Services for E-Government Social Services.

Athman Bouguettaya, Denis Gracanin, Qi Yu, Xiaoyu Zhang, Xumin Liu, Zaki Malik

Proceedings of the Semantic Web Meets eGovernment, 2006

2005

Approximate B-Spline Surface Based on RBF Neural Networks.

Xumin Liu, Houkuan Huang, Weixiang Xu

Proceedings of the Computational Science, 2005

2004

An intelligent system of on space surface modeling.

Xumin Liu, Houkuan Huang, Weixiang Xu

Proceedings of the IEEE International Conference on Systems, 2004

A Contribution to Decision Tree Construction Based on Rough Set Theory.

Xumin Liu, Houkuan Huang, Weixiang Xu

Proceedings of the Rough Sets and Current Trends in Computing, 2004

WebDG - A Platform for E-Government Web Services.

Athman Bouguettaya, Brahim Medjahed, Abdelmounaam Rezgui, Mourad Ouzzani, Xumin Liu, Qi Yu

Proceedings of the Conceptual Modeling for Advanced Application Domains, 2004