Concepedia

Ian Davidson

ID

Statistics

Publications

110

Citations

4.8K

H-Index

38

Active since

1982

Affiliations

University of California, Davis(Current)

University of Southampton

University at Albany, State University of New York

Arizona State University

Albany State University

Ian Davidson is an author at University of California, Davis specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceKnowledge DiscoveryMachine LearningData MiningPattern RecognitionDeep LearningStatisticsCluster Computing

Publications per year

1982–2024

110

Publications

110

Clustering With Constraints: Feasibility Issues and the <i>k</i>-Means Algorithm

Ian Davidson, S. S. Ravi · 2005 · 277 citations

Hollow core optical fibres with comparable attenuation to silica fibres between 600 and 1100 nm

Hesham Sakr, Yong Chen, Gregory T. Jasion et al. · Nature Communications · 2020 · 218 citations · Full text

Flexible constrained spectral clustering

Xiang Wang, Ian Davidson · 2010 · 201 citations

Cluster Computing, Hierarchical Agglomerative Clustering, Graph Sparsity +16

On constrained spectral clustering and its applications

Xiang Wang, Buyue Qian, Ian Davidson · Data Mining and Knowledge Discovery · 2012 · 198 citations · Full text

Spectral Theory, Document Clustering, Engineering +5

Multisource domain adaptation and its application to early detection of fatigue

Rita Chattopadhyay, Qian Sun, Wei Fan et al. · ACM Transactions on Knowledge Discovery from Data · 2012 · 159 citations

Engineering, Machine Learning, Muscle Fatigue +22

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