Xumin Liu

86 papers A* 2A 18B 5C 11Misc 3Journal 24Unranked 20
YearRankTypeTitle / Venue / Authors
2025 B conf
Lung Cancer Detection Using Fine-Tuned Data-Efficient Models.
IEEE Big Data
Jared Nobles, Xumin Liu
2024 A* conf
Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection.
ICML
Abhinab Acharya, Dayou Yu, Qi Yu, Xumin Liu
2024 J jnl
Optimizing power system trading processes using smart contract algorithms.
Energy Inform.
Chong Shao, Xumin Liu, Ding Li, Xiaoting Chen
2023 C conf
A Web-Based Learning Platform for Teaching Data Science to Non-Computer Majors.
FIE
Xumin Liu, Erik Golen, Rajendra K. Raj, Kimberly Fluet
2023 — conf
Offering Data Science Coursework to Non-Computing Majors.
DataEd@SIGMOD
Xumin Liu, Erik Golen, Rajendra K. Raj, Kimberly Fluet
2022 — conf
DSLP: A Web-based Data Science Learning Platform to Support DS Education for Non-Computing Majors.
SIGCSE (2)
Xumin Liu, Erik Golen, Rajendra K. Raj
2022 — conf
HSG-CDM: A Heterogeneous Service Graph Contextual Deep Model for Web Service Classification.
SCC
Vivek Govind Lad, Eduardo Lima, Xumin Liu
2022 — conf
Hierarchical Bayesian multi-kernel learning for integrated classification and summarization of app reviews.
ESEC/SIGSOFT FSE
Moayad Alshangiti, Weishi Shi, Eduardo Lima, Xumin Liu, Qi Yu
2022 — conf
Introducing Data Science Topics to Non-Computing Majors.
SIGCSE (2)
Xumin Liu, Erik Golen, Rajendra K. Raj
2021 A conf
A Structure Alignment Deep Graph Model for Mashup Recommendation.
ICSOC
Eduardo Lima, Xumin Liu
2021 A* conf
Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval.
ICDM
Dingrong Wang, Hitesh Sapkota, Xumin Liu, Qi Yu
2021 J jnl
Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval.
CoRR
Dingrong Wang, Hitesh Sapkota, Xumin Liu, Qi Yu
2021 — ed.
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
ICSOC Workshops
Hakim Hacid, Fatma Outay, Hye-Young Paik, Amira Alloum, Marinella Petrocchi, Mohamed Reda Bouadjenek, Amin Beheshti, Xumin Liu, Abderrahmane Maaradji
2020 J jnl
A Bayesian learning model for design-phase service mashup popularity prediction.
Expert Syst. Appl.
Moayad Alshangiti, Weishi Shi, Xumin Liu, Qi Yu
2019 Misc conf
Complementing Course Contents Between IT/CS: A Case Study on Database Courses.
SIGITE
Jai W. Kang, Qi Yu, Edward P. Holden, Xumin Liu
2019 J jnl
Integrating Multi-level Tag Recommendation with External Knowledge Bases for Automatic Question Answering.
ACM Trans. Internet Techn.
Eduardo Lima, Weishi Shi, Xumin Liu, Qi Yu
2019 A conf
Why is Developing Machine Learning Applications Challenging? A Study on Stack Overflow Posts.
ESEM
Moayad Alshangiti, Hitesh Sapkota, Pradeep K. Murukannaiah, Xumin Liu, Qi Yu
2018 J jnl
A Web service search engine for large-scale Web service discovery based on the probabilistic topic modeling and clustering.
Serv. Oriented Comput. Appl.
Afnan Bukhari, Xumin Liu
2018 J jnl
Log sequence clustering for workflow mining in multi-workflow systems.
Data Knowl. Eng.
Xumin Liu, Moayad Alshangiti, Chen Ding, Qi Yu
2017 J jnl
A service computing manifesto: the next 10 years.
Commun. ACM
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
2017 A conf
Correlation-Aware Multi-Label Active Learning for Web Service Tag Recommendation.
ICWS
Weishi Shi, Xumin Liu, Qi Yu
2017 A conf
Recommending Services for New Mashups through Service Factors and Top-K Neighbors.
ICWS
Priyanka Samanta, Xumin Liu
2017 J jnl
Statistical Learning of Domain-Specific Quality-of-Service Features from User Reviews.
ACM Trans. Internet Techn.
Xumin Liu, Weishi Shi, Arpeet Kale, Chen Ding, Qi Yu
2016 B conf
A Testbed for Collecting QoS Data of Cloud-Based Analytic Services.
CLOUD
Md Shahinur Rahman, Chen Ding, Xumin Liu, Chi-Hung Chi
2016 A conf
An LDA-SVM Active Learning Framework for Web Service Classification.
ICWS
Xumin Liu, Shaleen Agarwal, Chen Ding, Qi Yu
2016 A conf
Data-Dependent QoS-Based Service Selection.
ICSOC
Navati Jain, Chen Ding, Xumin Liu
2016 — conf
Towards Early Dementia Detection: Fusing Linguistic and Non-Linguistic Clinical Data.
CLPsych@HLT-NAACL
Joseph Bullard, Cecilia Ovesdotter Alm, Xumin Liu, Qi Yu, Rubén A. Proaño
2015 A conf
Aggregating Functionality, Use History, and Popularity of APIs to Recommend Mashup Creation.
ICSOC
Aditi Jain, Xumin Liu, Qi Yu
2015 J jnl
Efficient agglomerative hierarchical clustering.
Expert Syst. Appl.
Athman Bouguettaya, Qi Yu, Xumin Liu, Xiangmin Zhou, Andy Song
2015 A conf
Extracting, Ranking, and Evaluating Quality Features of Web Services through User Review Sentiment Analysis.
ICWS
Xumin Liu, Arpeet Kale, Javed Wasani, Chen Ding, Qi Yu
2015 A conf
Incorporating User, Topic, and Service Related Latent Factors into Web Service Recommendation.
ICWS
Xumin Liu, Isankumar Fulia
2015 J jnl
Personalized Decision-Strategy based Web Service Selection using a Learning-to-Rank Algorithm.
IEEE Trans. Serv. Comput.
Muhammad Suleman Saleem, Chen Ding, Xumin Liu, Chi-Hung Chi
2014 — ch.
A Semantic-Based Approach to Generate Abstract Services for Service Organization.
Advanced Web Services
Xumin Liu, Hua Liu
2014 — conf
End-to-end QoS mapping and aggregation for selecting cloud services.
CTS
Raed Karim, Chen Ding, Ali Miri, Xumin Liu
2014 J jnl
Optimizing Concurrency Performance of Complex Services in Mobile Environment.
Int. J. Web Serv. Res.
Sudipan Mishra, Xumin Liu
2014 A conf
Personalized Decision Making for QoS-Based Service Selection.
ICWS
Muhammad Suleman Saleem, Chen Ding, Xumin Liu, Chi-Hung Chi
2014 — ch.
SCML: A Change Management Language for Adaptive Long Term Composed Services.
Advanced Web Services
Xumin Liu, Athman Bouguettaya
2014 A conf
Teaching service-oriented programming to CS and SE undergraduate students (abstract only).
SIGCSE
Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Alex Pantaleev, Chunmei Liu
2014 A conf
Unraveling and Learning Workflow Models from Interleaved Event Logs.
ICWS
Xumin Liu
2013 — conf
A Request Oriented Model forWeb Services.
AWC
Gaurav Mitra, Xuan Zhou, Athman Bouguettaya, Xumin Liu
2013 — conf
An Efficient Interaction Framework for Mobile Web Services.
MobiWIS
Abdullah Almuaibid, Xumin Liu
2013 J jnl
Applications of Machine Learning in Genomics and Systems Biology.
Comput. Math. Methods Medicine
Chunmei Liu, Dongsheng Che, Xumin Liu, Yinglei Song
2013 J jnl
Ev-LCS: A System for the Evolution of Long-Term Composed Services.
IEEE Trans. Serv. Comput.
Xumin Liu, Athman Bouguettaya, Jemma Wu, Li Zhou
2013 C conf
Incorporating Service-Oriented Programming techniques into undergraduate CS and SE curricula.
FIE
Xumin Liu, Rajendra K. Raj, Tom Reichlmayr, Chunmei Liu, Alex Pantaleev
2013 A conf
Incorporating User Behavior Patterns to Discover Workflow Models from Event Logs.
ICWS
Xumin Liu, Hua Liu, Chen Ding
2013 J jnl
Learning Workflow Models from Event Logs Using Co-clustering.
Int. J. Web Serv. Res.
Xumin Liu, Chen Ding
2013 C conf
Teaching Service-Oriented Programming to CS and SE undergraduate students.
FIE
Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Chunmei Liu, Alex Pantaleev
2013 C conf
Teaching business analytics.
FIE
Li Yang, Xumin Liu
2012 J jnl
An Integrated Framework for Web Service Ontology Development.
Int. J. Next Gener. Comput.
Xumin Liu, Hua Liu
2012 C conf
An asynchronous based approach to improve concurrency control in mobile web servers.
CollaborateCom
Sudipan Mishra, Siddharth Sarasvati, Shashank Srivastava, Xumin Liu
2012 A conf
Automatic Abstract Service Generation from Web Service Communities.
ICWS
Xumin Liu, Hua Liu
2012 B conf
Automating Reusable Workflow Development from Design to Instantiation.
SERVICES
Yasmine Charif, Hua Liu, Andres Quiroz, Xumin Liu
2012 C conf
Collaboration visualization on large dataset for protein-protein interaction network.
CIBCB
Hui Li, Chunmei Liu, Xumin Liu
2012 J jnl
Constrained co-clustering with non-negative matrix factorisation.
Int. J. Bus. Intell. Data Min.
Amit Salunke, Xumin Liu, Manjeet Rege
2011 C conf
Bootstrapping operation-level web service ontology: A bottom-up approach.
CollaborateCom
Xumin Liu, Hua Liu
2011 A conf
Constructing Operation-Level Ontologies for Web Services.
ICWS
Xumin Liu, Hua Liu
2011 J jnl
Efficient change management in long-term composed services.
Serv. Oriented Comput. Appl.
Xumin Liu, Athman Bouguettaya, Qi Yu, Zaki Malik
2011 B conf
Evolutionary spectral co-clustering.
IJCNN
Nathan Green, Manjeet Rege, Xumin Liu, Reynold Bailey
2011 J jnl
Semantic-Based Access to Composite Mobile Services.
Int. J. Web Serv. Res.
Xu Yang, Athman Bouguettaya, Xumin Liu
2011 J jnl
Service-Centric Framework for a Digital Government Application.
IEEE Trans. Serv. Comput.
Athman Bouguettaya, Qi Yu, Xumin Liu, Zaki Malik
2011 Misc conf
Web service discovery using semi-supervised Block Value Decomposition.
IRI
Amit Salunke, Minh Nguyen, Xumin Liu, Manjeet Rege
2010 J jnl
A Change Management Framework for Service Oriented Enterprises.
Int. J. Next Gener. Comput.
Salman Akram, Athman Bouguettaya, Xumin Liu, Armin Haller, Florian Rosenberg
2010 — conf
Efficiently Using Matrix in Mining Maximum Frequent Itemset.
WKDD
Zhenyu Liu, Weixiang Xu, Xumin Liu
2010 J jnl
End-to-End Service Support for Mashups.
IEEE Trans. Serv. Comput.
Athman Bouguettaya, Surya Nepal, Wanita Sherchan, Xuan Zhou, Jemma Wu, Shiping Chen, Dongxi Liu, Lily Li, HongBing Wang, Xumin Liu
2010 J jnl
Hyperbolic polynomial uniform B-spline curves and surfaces with shape parameter.
Graph. Model.
Xumin Liu, Weixiang Xu, Yong Guan, Yuanyuan Shang
2010 — conf
Low-Rank Matrix Factorization and Co-clustering Algorithms for Analyzing Large Data Sets.
ICDEM
Archana Donavalli, Manjeet Rege, Xumin Liu, Kourosh Jafari-Khouzani
2010 C conf
Peptide Sequence Tag-Based Blind Identification-based SVM Model.
ICMLA
Hui Li, Chunmei Liu, Xumin Liu, Macire Diakite, Legand L. Burge III, Abdul-Aziz Yakubu, William M. Southerland
2010 — conf
Research on k-means Clustering Algorithm: An Improved k-means Clustering Algorithm.
IITSI
Na Shi, Xumin Liu, Yong Guan
2010 — conf
Scattered Points Denoising of TC-Bezier Surface Fitting.
WKDD
Xumin Liu, Weixiang Xu, Jing Xu, Yong Guan
2010 A conf
Semantic Support for Adaptive Long Term Composed Services.
ICWS
Xumin Liu, Chunmei Liu, Manjeet Rege, Athman Bouguettaya
2010 B conf
VDictionary: Automatically Generate Visual Dictionary via Wikimedias.
MMM
Yanling Wu, Mei Wang, Guangda Li, Zhiping Luo, Tat-Seng Chua, Xumin Liu
2009 A conf
Efficient Access to Composite M-services.
ICWS
Xu Yang, Athman Bouguettaya, Xumin Liu
2009 C conf
Trigonometric polynomial uniform B-spline surface with shape parameter.
ICIS
Xumin Liu, Weixiang Xu, Yong Guan, Yuanyuan Shang
2008 J jnl
A new approach to decision-making with key constraint and its application in enterprise information systems.
Enterp. Inf. Syst.
Weixiang Xu, L. Xu, Xumin Liu, James D. Jones
2008 J jnl
Deploying and managing Web services: issues, solutions, and directions.
VLDB J.
Qi Yu, Xumin Liu, Athman Bouguettaya, Brahim Medjahed
2008 — conf
Embedded Sensor of Forecast Conveyer Belt Breaks.
FSKD (5)
Yong Guan, Jie Zhang, Yuanyuan Shang, Minhua Wu, Xumin Liu
2008 — conf
Hardware Design and Implementation of Intelligent Teaching Aid Based on FDD Theory.
ICNC (7)
Jin Liu, Yong Guan, Jin-qiang Chen, Minhua Wu, Xumin Liu
2008 C conf
Ontology Support for Managing Top-Down Changes in Composite Services.
CollaborateCom
Xumin Liu, Athman Bouguettaya
2008 — conf
Uniform B-Spline Curve and Surface with Shape Parameters.
CSSE (2)
Xumin Liu, Weixiang Xu
2007 A conf
Managing Top-down Changes in Service-Oriented Enterprises.
ICWS
Xumin Liu, Athman Bouguettaya
2007 C conf
Reacting to functional changes in service-oriented enterprises.
CollaborateCom
Xumin Liu, Athman Bouguettaya
2006 — conf
Ubiquitous Web Services for E-Government Social Services.
AAAI Spring Symposium: Semantic Web Meets eGovernment
Athman Bouguettaya, Denis Gracanin, Qi Yu, Xiaoyu Zhang, Xumin Liu, Zaki Malik
2005 Misc conf
Approximate B-Spline Surface Based on RBF Neural Networks.
International Conference on Computational Science (1)
Xumin Liu, Houkuan Huang, Weixiang Xu
2004 — conf
A Contribution to Decision Tree Construction Based on Rough Set Theory.
Rough Sets and Current Trends in Computing
Xumin Liu, Houkuan Huang, Weixiang Xu
2004 — conf
An intelligent system of on space surface modeling.
SMC (5)
Xumin Liu, Houkuan Huang, Weixiang Xu
2004 — conf
WebDG - A Platform for E-Government Web Services.
ER (Workshops)
Athman Bouguettaya, Brahim Medjahed, Abdelmounaam Rezgui, Mourad Ouzzani, Xumin Liu, Qi Yu