Ioannis Tsamardinos

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	전체	2019년 이후
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Vincenzo LaganiResearch Scientist, King Abdullah University of Science and Technologykaust.edu.sa의 이메일 확인됨
Laura E. BrownAssociate Professor of Computer Science, Michigan Technological Universitymtu.edu의 이메일 확인됨
Martha E. PollackProvost, Professor of Computer Science and Engineering, Professor of Information, University ofumich.edu의 이메일 확인됨
Sofia TriantafillouUniversity of Crete, University of Pittsburgh, Foundation for Research and Technology - Hellasuoc.gr의 이메일 확인됨
Oluf Dimitri RøeMD PhD NTNU, Norwayntnu.no의 이메일 확인됨
Jesper TegnérProfessor. Bio, CS, BioE, STAT,KAUST, Strategic Chaired Professor, Director, Karolinska Institutetkaust.edu.sa의 이메일 확인됨
Michail TsagrisDepartment of Economics, University of Creteuoc.gr의 이메일 확인됨
Doug HardinProfessor of Mathematics and Biomedical Informatics, Vanderbilt Universityvanderbilt.edu의 이메일 확인됨
Ioannis G. TollisProfessor of Computer Science, Univ. of Cretecsd.uoc.gr의 이메일 확인됨
Nestoras KarathanasisPostdoctoral researcher, The Cyprus Institute of Neurology and Geneticscing.ac.cy의 이메일 확인됨
Xenofon KoutsoukosVanderbilt Universityvanderbilt.edu의 이메일 확인됨
Dirk ColbryFaculty, Computational Mathematics, Science and Engineering, Michigan Statemsu.edu의 이메일 확인됨
Panayiota PoiraziResearch Director, IMBB-FORTHimbb.forth.gr의 이메일 확인됨
Shawn LevyCSO, Element Bioscienceselembio.com의 이메일 확인됨
Giorgos AthineouComputer Science Department, University of Cretecsd.uoc.gr의 이메일 확인됨
Grigoris AntoniouProfessor of Computer Science, Leeds Beckett University & L3S Research Centerhud.ac.uk의 이메일 확인됨
John HortyUniversity of Marylandumiacs.umd.edu의 이메일 확인됨
Lefteris KoumakisShpynx & Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH)ics.forth.gr의 이메일 확인됨
Panagiotis TsakalidesProfessor of Computer Science, University of Crete / Head, Signal Processing Lab, FORTH-ICScsd.uoc.gr의 이메일 확인됨
Katerina GkirtzouILSP, Athena Research Centerathenarc.gr의 이메일 확인됨

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Ioannis Tsamardinos

Professor, Computer Science Department, University of Crete

csd.uoc.gr의 이메일 확인됨 - 홈페이지

Machine Learning Data Science Bioinformatics Causal Discovery Artificial Intelligence


제목 서지정보순 정렬 연도순 정렬 제목순 정렬	인용 인용	연도
The max-min hill-climbing Bayesian network structure learning algorithm I Tsamardinos, LE Brown, CF Aliferis Machine learning 65, 31-78, 2006	2471	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	1062	2005
Algorithms for large scale Markov blanket discovery. I Tsamardinos, CF Aliferis, AR Statnikov, E Statnikov FLAIRS 2, 376-81, 2003	759	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	702	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	507	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	499	2003
HITON: a novel Markov Blanket algorithm for optimal variable selection CF Aliferis, I Tsamardinos, A Statnikov AMIA annual symposium proceedings 2003, 21, 2003	468	2003
Towards principled feature selection: Relevancy, filters and wrappers I Tsamardinos, CF Aliferis International Workshop on Artificial Intelligence and Statistics, 300-307, 2003	392	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	274	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	233	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	226	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	221	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	204	2018
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	191	2017
CTP: A new constraint-based formalism for conditional, temporal planning I Tsamardinos, T Vidal, ME Pollack Constraints 8, 365-388, 2003	188	2003
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	176	2010
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	169	2015
Efficient solution techniques for disjunctive temporal reasoning problems I Tsamardinos, ME Pollack Artificial Intelligence 151 (1-2), 43-89, 2003	164	2003
Reformulating temporal plans for efficient execution N Muscettola, P Morris, I Tsamardinos KR, 444-452, 1998	161	1998
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	154	2003

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