Chris H.Q. Ding

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	All	Since 2016
Citations	53493	30340
h-index	91	67
i10-index	553	421

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Heng HuangJohn A. Jurenko Endowed Professor, Electrical and Computer Engineering, University of PittsburghVerified email at pitt.edu
Tao Li (李涛)Florida International UniversityVerified email at cs.fiu.edu
Feiping NieOPTIMALVerified email at mails.tsinghua.edu.cn
Horst SimonDeputy Laboratory Director, Lawrence Berkeley National LaboratoryVerified email at lbl.gov
Hongyuan Zha 査宏远School of Data Science, The Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Hua WangColorado School of MinesVerified email at mines.edu
Hanchuan PengAllen Institute for Brain ScienceVerified email at braintell.org
Xiao CaiUber Technologies IncVerified email at uber.com
Deguang KongGoogleVerified email at google.com
William A GoddardProfessor Chemistry, Materials Science, Applied PhysicsVerified email at caltech.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Shenghuo Zhu (朱胜火）AibeeVerified email at aibee.com
Dingding WangFlorida Atlantic UniversityVerified email at fau.edu
Haesun ParkRegents' Professor of Computational Science and Engineering, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Ya Zhang(张娅)Shanghai Jiao Tong University（上海交通大学）Verified email at sjtu.edu.cn
Yu-Shu WuProfessor in petroleum engineering, Colorado SchoolVerified email at mines.edu
Hui Xiong, Fellow of AAAS and IEEEProfessor of Data Mining, Rutgers UniversityVerified email at rutgers.edu
Quanquan GuAssistant Professor of Computer Science, UCLAVerified email at cs.ucla.edu
Jay LarsonPrairie InformaticsVerified email at prairieinformatics.com
Xiang-Sun ZhangAcademy of Mathematics and Systems Science, Chinese Academy of Sciences Verified email at amt.ac.cn

Chris H.Q. Ding

Professor of computer science, University of Texas, Arlington

Verified email at uta.edu - Homepage

machine learning data mining bioinformatics computer vision


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Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy H Peng, F Long, C Ding IEEE Transactions on pattern analysis and machine intelligence 27 (8), 1226-1238, 2005	8313	2005
Minimum redundancy feature selection from microarray gene expression data C Ding, H Peng Journal of bioinformatics and computational biology 3 (02), 185-205, 2005	2294	2005
Efficient and robust feature selection via joint ℓ2, 1-norms minimization F Nie, H Huang, X Cai, C Ding Advances in neural information processing systems 23, 1813-1821, 2010	1592	2010
K-means clustering via principal component analysis C Ding, X He Proceedings of the twenty-first international conference on Machine learning, 29, 2004	1574	2004
Orthogonal nonnegative matrix t-factorizations for clustering C Ding, T Li, W Peng, H Park Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	1176	2006
Convex and semi-nonnegative matrix factorizations CHQ Ding, T Li, MI Jordan IEEE transactions on pattern analysis and machine intelligence 32 (1), 45-55, 2008	1131	2008
Multi-class protein fold recognition using support vector machines and neural networks CHQ Ding, I Dubchak Bioinformatics 17 (4), 349-358, 2001	1063	2001
A min-max cut algorithm for graph partitioning and data clustering CHQ Ding, X He, H Zha, M Gu, HD Simon Proceedings 2001 IEEE international conference on data mining, 107-114, 2001	1040	2001
On the equivalence of nonnegative matrix factorization and spectral clustering C Ding, X He, HD Simon Proceedings of the 2005 SIAM international conference on data mining, 606-610, 2005	1015	2005
Spectral relaxation for k-means clustering H Zha, X He, C Ding, M Gu, HD Simon Advances in neural information processing systems, 1057-1064, 2001	760	2001
R₁-PCA: rotational invariant L₁-norm principal component analysis for robust subspace factorization C Ding, D Zhou, X He, H Zha Proceedings of the 23rd international conference on Machine learning, 281-288, 2006	632	2006
Lead‐free halide perovskite solar cells with high photocurrents realized through vacancy modulation MH Kumar, S Dharani, WL Leong, PP Boix, RR Prabhakar, T Baikie, C Shi, ... Advanced Materials 26 (41), 7122-7127, 2014	624	2014
Atomic level simulations on a million particles: The cell multipole method for Coulomb and London nonbond interactions HQ Ding, N Karasawa, WA Goddard III The Journal of chemical physics 97 (6), 4309-4315, 1992	531	1992
Dopamine controls systemic inflammation through inhibition of NLRP3 inflammasome Y Yan, W Jiang, L Liu, X Wang, C Ding, Z Tian, R Zhou Cell 160 (1-2), 62-73, 2015	488	2015
Bipartite graph partitioning and data clustering H Zha, X He, C Ding, H Simon, M Gu Proceedings of the tenth international conference on Information and …, 2001	443	2001
Lead-free germanium iodide perovskite materials for photovoltaic applications T Krishnamoorthy, H Ding, C Yan, WL Leong, T Baikie, Z Zhang, ... Journal of Materials Chemistry A 3 (47), 23829-23832, 2015	427	2015
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018	397	2018
Highly Luminescent Phase-Stable CsPbI₃ Perovskite Quantum Dots Achieving Near 100% Absolute Photoluminescence Quantum Yield F Liu, Y Zhang, C Ding, S Kobayashi, T Izuishi, N Nakazawa, T Toyoda, ... ACS nano 11 (10), 10373-10383, 2017	370	2017
Community discovery using nonnegative matrix factorization F Wang, T Li, X Wang, S Zhu, C Ding Data Mining and Knowledge Discovery 22 (3), 493-521, 2011	361	2011
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization D Wang, T Li, S Zhu, C Ding Proceedings of the 31st annual international ACM SIGIR conference on …, 2008	349	2008

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