YAFIM: A Parallel Frequent Itemset Mining Algorithm with Spark

Hongjian Qiu, Rong Gu, Chunfeng Yuan, +1

EngineeringBig Data AnalyticsPattern MiningMap-reduceMining Methods +16

SHadoop: Improving MapReduce performance by optimizing job execution mechanism in Hadoop clusters

Rong Gu, Xiaoliang Yang, Jinshuang Yan, +4

Journal of Parallel and Distributed Computing

Job SchedulerCluster ComputingHadoop ClustersEngineeringData Science +12

Knowledge-enhanced Black-box Attacks for Recommendations

Jingfan Chen, Wenqi Fan, Guanghui Zhu, +4

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Artificial IntelligenceAbuse DetectionEngineeringMachine LearningInformation Security +17

Exploring overall opinions for document level sentiment classification with structural SVM

Xiaojia Pu, Gangshan Wu, Chunfeng Yuan

Multimedia Systems

EngineeringMultimodal Sentiment AnalysisSentiment AnalysisJournalismText Mining +14

BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework

Zhaokang Wang, Rong Gu, Weiwei Hu, +2

Cluster ComputingEngineeringDistributed AlgorithmsNetwork AnalysisGraph Database +21

AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering

Guanghui Zhu, W. T. Lu, Chunfeng Yuan, +1

Artificial IntelligenceGraph Neural NetworkEngineeringMachine LearningData Science +7

Cichlid: Efficient Large Scale RDFS/OWL Reasoning with Spark

Rong Gu, Shanyong Wang, Fangfang Wang, +2

Cluster ComputingEngineeringSemantic Data ReasoningMap-reduceSemantic Web +15

Performance Optimization for Short MapReduce Job Execution in Hadoop

Jinshuang Yan, Xiaoliang Yang, Rong Gu, +2

Cluster ComputingEngineeringPerformance OptimizationMap-reduceData Science +14

Stock market prediction exploiting microblog sentiment analysis

Bo Zhao, Yongji He, Chunfeng Yuan, +1

EngineeringBusiness AnalyticsSentiment AnalysisText MiningComputational Social Science +14

AutoGSR

Jingfan Chen, Guanghui Zhu, Haojun Hou, +2

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Natural Language ProcessingGraph Neural NetworkEngineeringInformation RetrievalData Science +9