Federated learning in smart cities: Privacy and security survey

Rasha Al-Huthaifi, Tianrui Li, Wei Huang, +2

Information Sciences

EngineeringData ScienceSmart CityInformation SecurityFederated Learning +5

Fairness and accuracy in horizontal federated learning

Wei Huang, Tianrui Li, Dexian Wang, +3

Information Sciences

Artificial IntelligenceEngineeringMachine LearningData ScienceFederated Learning +4

Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures

Jihong Wan, Hongmei Chen, Tianrui Li, +3

IEEE Transactions on Cybernetics

EngineeringMachine LearningFeature SelectionFuzzy Multi-criteria Decision-makingData Science +16

A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering

Dexian Wang, Tianrui Li, Ping Deng, +3

IEEE Transactions on Big Data

Geometric LearningMultiple Instance LearningImage AnalysisMachine LearningData Science +13

An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability

Wei Huang, Tianrui Li, Jia Liu, +3

Information Fusion

Environmental MonitoringAir Quality AnalysisEngineeringEnvironmental HealthBig Data Techniques +6

A multi-view clustering algorithm based on deep semi-NMF

Dexian Wang, Tianrui Li, Wei Huang, +4

Information Fusion

Document ClusteringImage AnalysisDeep Semi-nmfData ScienceEngineering +3

Multimodal federated learning: Concept, methods, applications and future directions

Wei Huang, Dexian Wang, Xiaocao Ouyang, +3

Information Fusion

Artificial IntelligenceEngineeringMachine LearningData ScienceFuture Directions +3

R2CI: Information theoretic-guided feature selection with multiple correlations

Jihong Wan, Hongmei Chen, Tianrui Li, +3

Pattern Recognition

EngineeringMachine LearningData ScienceData MiningPattern Recognition +5

A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization

Dexian Wang, Tianrui Li, Ping Deng, +4

ACM Transactions on Knowledge Discovery from Data

Document ClusteringNon-negative Matrix FactorizationEngineeringMachine LearningData Science +13

Fairness and Accuracy in Federated Learning

Wei Huang, Tianrui Li, Dexian Wang, +2

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningData ScienceDecentralized Privacy +11