Concepedia

Dacheng Tao

DT

Statistics

Publications

16

Citations

3.5K

H-Index

15

Active since

2004

Affiliations

Birkbeck, University of London(Current)

Chinese University of Hong Kong

University of Technology Sydney

Centre for Quantum Computation and Communication Technology

Nanyang Technological University

Dacheng Tao is an author at Birkbeck, University of London specializing in data science, engineering, and pattern recognition.

Top concepts

EngineeringData SciencePattern RecognitionMachine LearningComputer ScienceImage AnalysisMachine VisionComputer VisionImage RetrievalDeep Learning

Publications per year

2004–2013

16

Publications

16

Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval

Dacheng Tao, Xiaoou Tang, Xuelong Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 881 citations

Engineering, Machine Learning, Image Retrieval +19

Geometric Mean for Subspace Selection

Dacheng Tao, Xuelong Li, Xindong Wu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 595 citations

Mathematical Programming, Machine Vision, Engineering +15

Supervised Tensor Learning

Dacheng Tao, Xuelong Li, Weiming Hu et al. · 2006 · 374 citations

Support Vector Machine, Engineering, Machine Learning +15

Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent

Naiyang Guan, Dacheng Tao, Zhigang Luo et al. · IEEE Transactions on Image Processing · 2011 · 317 citations

Engineering, Machine Learning, Manifold Regularization +19

Ensemble Manifold Regularization

Bo Geng, Dacheng Tao, Chao Xu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 229 citations

Ensemble Manifold Regularization, Geometric Learning, Automatic Approximation +15

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