Yiqun Zhang - Concepedia

Author

Yiqun Zhang

Also Known As

Association for Computational Linguistics 2024, Lu, Yang, Tan, Zexi, Yi-Qun Zhang, Yiqun Zhang, Zexi Tan, Zhang Yi-qun, Zhang, Yiqun

126

Publications

792

Citations

H-Index

Concepts

All Affiliations

Hong Kong Baptist University Guangdong University of Technology Beijing Normal-Hong Kong Baptist University Guangdong Polytechnic Normal University University of Houston

About

Yiqun Zhang is an author at Hong Kong Baptist University specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	14	418
2	Management	4	4	108
3	Business	1	1	36
4	Education	1	1	24
5	Biostatistics	1	1	36

Yiqun Zhang

Publications

596

Citations

H-Index

Page 1

	Year	Citations
A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering Yiqun Zhang, Yiu‐ming Cheung, Kay Chen Tan IEEE Transactions on Neural Networks and Learning Systems Document ClusteringEngineeringInformation RetrievalData ScienceData Mining	2019	49
Log-based sparse nonnegative matrix factorization for data representation Chong Peng, Yiqun Zhang, Yongyong Chen, Knowledge-Based Systems Data RepresentationSparse RepresentationEngineeringMachine LearningData Science	2022	49
Fast and Accurate Hierarchical Clustering Based on Growing Multilayer Topology Training Yiu‐ming Cheung, Yiqun Zhang IEEE Transactions on Neural Networks and Learning Systems	2018	47
The Gamma Matrix to Summarize Dense and Sparse Data Sets for Big Data Analytics Carlos Ordońẽz, Yiqun Zhang, Wellington Cabrera IEEE Transactions on Knowledge and Data Engineering Sparse Data SetsEngineeringMachine LearningBig Data AnalyticsBig Data Infrastructure	2016	42
Learnable Weighting of Intra-attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes Yiqun Zhang, Yiu‐ming Cheung IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningSimilarity MeasureSemantic SimilarityUnsupervised Machine Learning	2021	42
A New Distance Metric Exploiting Heterogeneous Interattribute Relationship for Ordinal-and-Nominal-Attribute Data Clustering Yiqun Zhang, Yiu‐ming Cheung IEEE Transactions on Cybernetics Ordinal-and-nominal-attribute Data ClusteringEngineeringSimilarity MeasureSymbolic Data AnalysisDistance Measurement	2020	38
Graph-Based Dissimilarity Measurement for Cluster Analysis of Any-Type-Attributed Data Yiqun Zhang, Yiu‐ming Cheung IEEE Transactions on Neural Networks and Learning Systems Cluster ComputingEngineeringSimilarity MeasureNetwork AnalysisCluster Analysis	2022	36
Learning Self-Growth Maps for Fast and Accurate Imbalanced Streaming Data Clustering Yiqun Zhang, Sen Feng, P.P. Wang, IEEE Transactions on Neural Networks and Learning Systems Cluster ComputingImbalanced Data ClusteringImbalance RatioEngineeringMachine Learning	2025	33
A Population Classification Evolution Algorithm for the Parameter Extraction of Solar Cell Models Yiqun Zhang, Peijie Lin, Zhicong Chen, International Journal of Photoenergy EngineeringComputational ModelEnergy EfficiencyEvolutionary AlgorithmsPhotovoltaic System	2016	25
Grade Prediction of Student Academic Performance with Multiple Classification Models Xu Zhang, Ruojuan Xue, Bin Liu, EngineeringGrade PredictionEducationMultilayer PerceptronStudent Outcome	2018	24

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