2025
Revisiting intelligent audit from a data science perspective.
Neurocomputing, 2025
2024
Electrical Fault Diagnosis From Text Data: A Supervised Sentence Embedding Combined With Imbalanced Classification.
IEEE Trans. Ind. Electron., March, 2024
Are Neighbors Alike? A Semisupervised Probabilistic Collaborative Learning Model for Online Review Spammers Detection.
Inf. Syst. Res., 2024
One-Class Classifiers Ensembles for Detecting Fund Misuse Problems within Financial Auditing.
Proceedings of the Twelfth International Conference on Advanced Cloud and Big Data, 2024
2023
PipePar: Enabling fast DNN pipeline parallel training in heterogeneous GPU clusters.
Neurocomputing, October, 2023
Electrical Fault Diagnosis via Text Mining: A Weakly-Supervised Learning Model.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
High-efficient Joinable Tables Discovery in Data Lakes: A Grey Relational Model-based Approach.
Proceedings of the Eleventh International Conference on Advanced Cloud and Big Data, 2023
Data-driven Analytics in Government Auditing: A First Look at Real-world Cases.
Proceedings of the 10th International Conference on Behavioural and Social Computing, 2023
2022
Community Detection via Local Learning Based on Generalized Metric With Neighboring Regularization.
IEEE Trans. Syst. Man Cybern. Syst., 2022
CrimeTensor: Fine-Scale Crime Prediction via Tensor Learning with Spatiotemporal Consistency.
ACM Trans. Intell. Syst. Technol., 2022
Detecting Key Offenders from Crime Incidents via Attributed Heterogeneous Network Learning.
Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022
2021
Leveraging multi-level dependency of relational sequences for social spammer detection.
Neurocomputing, 2021
2020
A Pseudo-document-based Topical N-grams model for short texts.
World Wide Web, 2020
On Scalability of Association-rule-based Recommendation: A Unified Distributed-computing Framework.
ACM Trans. Web, 2020
Travel Recommendation via Fusing Multi-Auxiliary Information into Matrix Factorization.
ACM Trans. Intell. Syst. Technol., 2020
hPSD: A Hybrid PU-Learning-Based Spammer Detection Model for Product Reviews.
IEEE Trans. Cybern., 2020
Efficiently Translating Complex SQL Query to MapReduce Jobflow on Cloud.
IEEE Trans. Cloud Comput., 2020
Intelligent online catastrophe assessment and preventive control via a stacked denoising autoencoder.
Neurocomputing, 2020
Personalized itinerary recommendation: Deep and collaborative learning with textual information.
Expert Syst. Appl., 2020
Understanding Network Characteristics of Spam Users in Social Media.
Proceedings of the Eighth International Conference on Advanced Cloud and Big Data, 2020
2019
Link prediction in temporal networks: Integrating survival analysis and game theory.
Inf. Sci., 2019
Link communities detection: an embedding method on the line hypergraph.
Neurocomputing, 2019
A local random walk model for complex networks based on discriminative feature combinations.
Expert Syst. Appl., 2019
Online purchase decisions for tourism e-commerce.
Electron. Commer. Res. Appl., 2019
Location-Centered House Price Prediction: A Multi-Task Learning Approach.
CoRR, 2019
Verifying the claimed sale-ranking trustworthy: A maximum marginal relevance-based ranking method.
Concurr. Comput. Pract. Exp., 2019
MBECN: Enabling ECN with Micro-burst Traffic in Multi-queue Data Center.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019
2018
Models for Community Dynamics.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Identifying Spam in Reviews.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
A pattern-based topic detection and analysis system on Chinese tweets.
J. Comput. Sci., 2018
A generalized game theoretic framework for mining communities in complex networks.
Expert Syst. Appl., 2018
Detecting Spammer Groups From Product Reviews: A Partially Supervised Learning Model.
IEEE Access, 2018
HirePool: Optimizing Resource Reuse Based on a Hybrid Resource Pool in the Cloud.
IEEE Access, 2018
Next-App Prediction by Fusing Semantic Information With Sequential Behavior.
IEEE Access, 2018
Social Spammer Detection: A Multi-Relational Embedding Approach.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
A Sequential Recommendation for Mobile Apps: What Will User Click Next App?
Proceedings of the 2018 IEEE International Conference on Web Services, 2018
An Efficient Distributed-Computing Framework for Association-Rule-Based Recommendation.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018
Understanding Customer Behavior in Shopping Mall from Indoor Tracking Data.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018
2017
Fraud Prevention in Online Digital Advertising
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-56792-1, 2017
Fuzzy Consensus Clustering With Applications on Big Data.
IEEE Trans. Fuzzy Syst., 2017
A recommendation engine for travel products based on topic sequential patterns.
Multim. Tools Appl., 2017
Word-sentence co-ranking for automatic extractive text summarization.
Expert Syst. Appl., 2017
Semi-SGD: Semi-Supervised Learning Based Spammer Group Detection in Product Reviews.
Proceedings of the Fifth International Conference on Advanced Cloud and Big Data, 2017
2016
Efficient batch similarity join processing of social images based on arbitrary features.
World Wide Web, 2016
Local Community Mining on Distributed and Dynamic Networks From a Multiagent Perspective.
IEEE Trans. Cybern., 2016
Discovering shilling groups in a real e-commerce platform.
Online Inf. Rev., 2016
Game theory based emotional evolution analysis for chinese online reviews.
Knowl. Based Syst., 2016
CAT: A Cost-Aware Translator for SQL-query workflow to MapReduce jobflow.
Data Knowl. Eng., 2016
SIMPLE: a simplifying-ensembling framework for parallel community detection from large networks.
Clust. Comput., 2016
Predicting Replacement of Smartphones with Mobile App Usage.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016
A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Online Public Opinion System: Design and Applications.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016
Parallelizing K-Means-Based Clustering on Spark.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016
DGWC: Distributed and generic web crawler for online information extraction.
Proceedings of the 2016 International Conference on Behavioral, 2016
2015
Detecting overlapping communities in poly-relational networks.
World Wide Web, 2015
Social networking meets recommender systems: survey.
Int. J. Soc. Netw. Min., 2015
Coupling Multiple Views of Relations for Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Regularizing Flat Latent Variables with Hierarchical Structures.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Spammers Detection from Product Reviews: A Hybrid Model.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Discriminative feature combination selection for enhancing multiclass classification.
Proceedings of the 2015 International Conference on Behavioral, 2015
A survival analysis method for stock market prediction.
Proceedings of the 2015 International Conference on Behavioral, 2015
2014
Models for Community Dynamics.
Encyclopedia of Social Network Analysis and Mining, 2014
Efficient Personalized Probabilistic Retrieval of Chinese Calligraphic Manuscript Images in Mobile Cloud Environment.
ACM Trans. Asian Lang. Inf. Process., 2014
Efficient and robust large medical image retrieval in mobile cloud computing environment.
Inf. Sci., 2014
Scaling up cosine interesting pattern discovery: A depth-first method.
Inf. Sci., 2014
State estimation for complex systems with randomly occurring nonlinearities and randomly missing measurements.
Int. J. Syst. Sci., 2014
Behavior Informatics: A New Perspective.
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IEEE Intell. Syst., 2014
Detecting Genuine Communities from Large-Scale Social Networks: A Pattern-Based Method.
Comput. J., 2014
Popular Items or Niche Items: Flexible Recommendation Using Cosine Patterns.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Scaling Information-Theoretic Text Clustering: A Sampling-based Approximate Method.
Proceedings of the Second International Conference on Advanced Cloud and Big Data, 2014
Efficient Parallel Community Detection in Large Edge-Intensive Networks.
Proceedings of the Second International Conference on Advanced Cloud and Big Data, 2014
A backbone extraction method with Local Search for complex weighted networks.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
Local Community Extraction for Non-overlapping and Overlapping Community Detection.
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014
Overlapping Community Extraction: A Link Hypergraph Partitioning Based Method.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014
2013
Shilling attack detection utilizing semi-supervised learning method for collaborative recommender system.
World Wide Web, 2013
SAIL: Summation-bAsed Incremental Learning for Information-Theoretic Text Clustering.
IEEE Trans. Cybern., 2013
Towards information-theoretic K-means clustering for image indexing.
Signal Process., 2013
Hybrid Collaborative Filtering algorithm for bidirectional Web service recommendation.
Knowl. Inf. Syst., 2013
A novel noise filter based on interesting pattern mining for bag-of-features images.
Expert Syst. Appl., 2013
Enhancing Modularity Optimization via Local Close-Knit Structures.
Proceedings of the Web Information Systems Engineering - WISE 2013 Workshops, 2013
Community Detection in Multi-relational Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013
A Cloud System for Community Extraction from Super-Large Scale Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013
Understanding User Behavior through URL Analysis in Sina Tweets.
Proceedings of the Web Information Systems Engineering - WISE 2013 Workshops, 2013
SEA: a system for event analysis on chinese tweets.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
How Many Zombies Around You?
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Dynamic multi-resource advance reservation in grid environment.
J. Supercomput., 2012
Web-based Visualization of Generalized 3D City Models using HTML5 and X3DOM.
Smart Comput. Rev., 2012
Bandwidth-Aware Medical Image Retrieval in Mobile Cloud Computing Network.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012
Pick-Up Tree Based Route Recommendation from Taxi Trajectories.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012
HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Efficient Probabilistic Image Retrieval Based on a Mixed Feature Model.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
Exploiting Space-Time Status for Service Recommendation.
Proceedings of the Web Technologies and Applications, 2012
Personalized Clustering for Social Image Search Results Based on Integration of Multiple Features.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012
Towards a Tricksy Group Shilling Attack Model against Recommender Systems.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012
Predicting Driving Direction with Weighted Markov Model.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012
2011
Semi-SAD: applying semi-supervised learning to shilling attack detection.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Dynamic Advance Reservation for Grid System Using Resource Pools.
Proceedings of the Network and Parallel Computing - 8th IFIP International Conference, 2011
Data Cloud for Distributed Data Mining via Pipelined MapReduce.
Proceedings of the Agents and Data Mining Interaction, 2011
2010
An Improved Protocol for Deadlock and Livelock Avoidance Resource Co-allocation in Network Computing.
World Wide Web, 2010
2009
An adaptive algorithm for QoS-aware service composition in grid environments.
Serv. Oriented Comput. Appl., 2009
A Novel Approximate Algorithm for Admission Control.
Proceedings of the Frontiers in Algorithmics, Third International Workshop, 2009
2008
QoS adaption aware algorithm for grid service selection.
Proceedings of the 12th International Conference on CSCW in Design, 2008
2007
Dynamic Multi-resource Advance Reservation in Grid Environment.
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2007
QoS-Resource Graph Model for Web Service Composition in Service Oriented Computing.
Proceedings of the Grid and Cooperative Computing, 2007
QoS Deviation Distance Based Negotiation Algorithm in Grid Resource Advance Reservation.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007
A Replica Replacement Algorithm Based on Value-Cost Prediction.
Proceedings of the Computer Supported Cooperative Work in Design IV, 2007
2006
Measurement Model of Grid QoS and Multi-dimensional QoS Scheduling.
Proceedings of the Computer Supported Cooperative Work in Design III, 2006
The Measurement Model of Grid QoS.
Proceedings of the 10th International Conference on CSCW in Design, 2006
2005
Grid Supporting Platform for AMS Data Processing.
Proceedings of the Parallel and Distributed Processing and Applications, 2005