Progress on approaches to software defect prediction

Zhiqiang Li, Xiao‐Yuan Jing, Xiaoke Zhu

IET Software

Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning

Xiao‐Yuan Jing, Xiaoke Zhu, Fei Wu, +5

Lr DictionariesEngineeringMachine LearningBiometricsSuper-resolution Person Re-identification +15

Semi-Supervised Multi-View Deep Discriminant Representation Learning

Xiaodong Jia, Xiao‐Yuan Jing, Xiaoke Zhu, +5

IEEE Transactions on Pattern Analysis and Machine Intelligence

Expressive RepresentationGeometric LearningDeep Metric LearningMachine VisionMachine Learning +13

Multiset Feature Learning for Highly Imbalanced Data Classification

Xiao‐Yuan Jing, Xinyu Zhang, Xiaoke Zhu, +5

IEEE Transactions on Pattern Analysis and Machine Intelligence

Artificial IntelligenceImbalance RatioEngineeringMachine LearningMultiple Instance Learning +16

Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction

Zhiqiang Li, Xiao‐Yuan Jing, Fei Wu, +3

Automated Software Engineering

EngineeringMachine LearningData SciencePattern RecognitionFeature Engineering +8

Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning

Xiao‐Yuan Jing, Xiaoke Zhu, Fei Wu, +5

IEEE Transactions on Image Processing

On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction

Zhiqiang Li, Xiao‐Yuan Jing, Xiaoke Zhu, +3

IEEE Transactions on Software Engineering

Software MaintenancePrivacy ProtectionEngineeringMachine LearningInformation Security +25

Similarity-Maintaining Privacy Preservation and Location-Aware Low-Rank Matrix Factorization for QoS Prediction Based Web Service Recommendation

Xiaoke Zhu, Xiao‐Yuan Jing, Di Wu, +4

IEEE Transactions on Services Computing

EngineeringWeb Service RecommendationQos ValuesInformation RetrievalData Science +14

Multi-spectral low-rank structured dictionary learning for face recognition

Xiao‐Yuan Jing, Fei Wu, Xiaoke Zhu, +3

Pattern Recognition

Face DetectionSparse RepresentationMachine VisionImage AnalysisEngineering +5

Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics

Xiaoke Zhu, Xiao‐Yuan Jing

IEEE Transactions on Image Processing

EngineeringMachine LearningBiometricsVideo ProcessingVideo Retrieval +17