Ioannis Tsamardinos 个人学术档案

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Vincenzo LaganiResearch Scientist, King Abdullah University of Science and Technology在 kaust.edu.sa 的电子邮件经过验证
Laura E. BrownAssociate Professor of Computer Science, Michigan Technological University在 mtu.edu 的电子邮件经过验证
Martha E. PollackProvost, Professor of Computer Science and Engineering, Professor of Information, University of在 umich.edu 的电子邮件经过验证
Sofia TriantafillouUniversity of Crete, University of Pittsburgh, Foundation for Research and Technology - Hellas在 uoc.gr 的电子邮件经过验证
Jesper TegnérProfessor. Bio, CS, BioE, STAT,KAUST, Strategic Chaired Professor, Director, Karolinska Institutet在 kaust.edu.sa 的电子邮件经过验证
Michail TsagrisDepartment of Economics, University of Crete在 uoc.gr 的电子邮件经过验证
Oluf Dimitri RøeMD PhD NTNU, Norway在 ntnu.no 的电子邮件经过验证
Doug HardinProfessor of Mathematics and Biomedical Informatics, Vanderbilt University在 vanderbilt.edu 的电子邮件经过验证
Ioannis G. TollisProfessor of Computer Science, Univ. of Crete在 csd.uoc.gr 的电子邮件经过验证
Nestoras KarathanasisPostdoctoral researcher, The Cyprus Institute of Neurology and Genetics在 cing.ac.cy 的电子邮件经过验证
Xenofon KoutsoukosVanderbilt University在 vanderbilt.edu 的电子邮件经过验证
Dirk ColbryFaculty, Computational Mathematics, Science and Engineering, Michigan State在 msu.edu 的电子邮件经过验证
Panayiota PoiraziResearch Director, IMBB-FORTH在 imbb.forth.gr 的电子邮件经过验证
Shawn LevyCSO, Element Biosciences在 elembio.com 的电子邮件经过验证
Giorgos AthineouComputer Science Department, University of Crete在 csd.uoc.gr 的电子邮件经过验证
Grigoris AntoniouProfessor of Computer Science, Leeds Beckett University & L3S Research Center在 hud.ac.uk 的电子邮件经过验证
John HortyUniversity of Maryland在 umiacs.umd.edu 的电子邮件经过验证
Lefteris KoumakisInstitute of Computer Science (ICS) Foundation for Research and Technology - Hellas (FORTH)在 ics.forth.gr 的电子邮件经过验证
Panagiotis TsakalidesProfessor of Computer Science, University of Crete / Head, Signal Processing Lab, FORTH-ICS在 csd.uoc.gr 的电子邮件经过验证
Katerina GkirtzouILSP, Athena Research Center在 athenarc.gr 的电子邮件经过验证

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Ioannis Tsamardinos

Professor, Computer Science Department, University of Crete

在 csd.uoc.gr 的电子邮件经过验证 - 首页

Machine Learning Data Science Bioinformatics Causal Discovery Artificial Intelligence


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
The max-min hill-climbing Bayesian network structure learning algorithm I Tsamardinos, LE Brown, CF Aliferis Machine learning 65, 31-78, 2006	2362	2006
A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis A Statnikov, CF Aliferis, I Tsamardinos, D Hardin, S Levy Bioinformatics 21 (5), 631-643, 2005	1058	2005
Algorithms for large scale Markov blanket discovery. I Tsamardinos, CF Aliferis, AR Statnikov, E Statnikov FLAIRS 2, 376-81, 2003	732	2003
Local causal and Markov blanket induction for causal discovery and feature selection for classification part I: algorithms and empirical evaluation. CF Aliferis, A Statnikov, I Tsamardinos, S Mani, XD Koutsoukos Journal of Machine Learning Research 11 (1), 2010	680	2010
Autominder: An intelligent cognitive orthotic system for people with memory impairment ME Pollack, L Brown, D Colbry, CE McCarthy, C Orosz, B Peintner, ... Robotics and autonomous systems 44 (3-4), 273-282, 2003	503	2003
Time and sample efficient discovery of Markov blankets and direct causal relations I Tsamardinos, CF Aliferis, A Statnikov Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003	478	2003
HITON: a novel Markov Blanket algorithm for optimal variable selection CF Aliferis, I Tsamardinos, A Statnikov AMIA annual symposium proceedings 2003, 21, 2003	456	2003
Towards principled feature selection: Relevancy, filters and wrappers I Tsamardinos, CF Aliferis International Workshop on Artificial Intelligence and Statistics, 300-307, 2003	382	2003
Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment LJ Marcos-Zambrano, K Karaduzovic-Hadziabdic, T Loncar Turukalo, ... Frontiers in microbiology 12, 634511, 2021	231	2021
Local causal and Markov blanket induction for causal discovery and feature selection for classification part II: analysis and extensions. CF Aliferis, A Statnikov, I Tsamardinos, S Mani, XD Koutsoukos Journal of Machine Learning Research 11 (1), 2010	226	2010
GEMS: a system for automated cancer diagnosis and biomarker discovery from microarray gene expression data A Statnikov, I Tsamardinos, Y Dosbayev, CF Aliferis International journal of medical informatics 74 (7-8), 491-503, 2005	224	2005
Text categorization models for high-quality article retrieval in internal medicine Y Aphinyanaphongs, I Tsamardinos, A Statnikov, D Hardin, CF Aliferis Journal of the American Medical Informatics Association 12 (2), 207-216, 2005	215	2005
Bootstrapping the out-of-sample predictions for efficient and accurate cross-validation I Tsamardinos, E Greasidou, G Borboudakis Machine learning 107, 1895-1922, 2018	194	2018
CTP: A new constraint-based formalism for conditional, temporal planning I Tsamardinos, T Vidal, ME Pollack Constraints 8, 365-388, 2003	186	2003
Chemically intuited, large-scale screening of MOFs by machine learning techniques G Borboudakis, T Stergiannakos, M Frysali, E Klontzas, I Tsamardinos, ... npj Computational Materials 3 (1), 40, 2017	180	2017
A vision and strategy for the virtual physiological human in 2010 and beyond P Hunter, PV Coveney, B De Bono, V Diaz, J Fenner, AF Frangi, P Harris, ... Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2010	174	2010
Efficient solution techniques for disjunctive temporal reasoning problems I Tsamardinos, ME Pollack Artificial Intelligence 151 (1-2), 43-89, 2003	163	2003
Reformulating temporal plans for efficient execution N Muscettola, P Morris, I Tsamardinos KR, 444-452, 1998	159	1998
Constraint-based causal discovery from multiple interventions over overlapping variable sets S Triantafillou, I Tsamardinos The Journal of Machine Learning Research 16 (1), 2147-2205, 2015	156	2015
Causal explorer: A causal probabilistic network learning toolkit for biomedical discovery CF Aliferis, I Tsamardinos, A Statnikov, LE Brown International Conference on Mathematics and Engineering Techniques in …, 2003	153	2003

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