Sotiris Kotsiantis

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	전체	2019년 이후
서지정보	26841	17517
h-index	44	39
i10-index	130	99

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panagiotis pintelasProfessor Emeritus, University of Patrasupatras.gr의 이메일 확인됨
Dimitris KanellopoulosESD Laboratory, Department of Mathematics, University of Patras, Greeceteipat.gr의 이메일 확인됨
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of Thessalonikicsd.auth.gr의 이메일 확인됨
Dr. Georgios KostopoulosHellenic Open University, University of Patras-Department of Mathematics, ESDLab, Greecesch.gr의 이메일 확인됨
Vasilis TampakasProfessor, Department of Electrical and Computer Engineering, University of Peloponnesusuop.gr의 이메일 확인됨
Vasilis PapastefanopoulosUniversity of Patrasupatras.gr의 이메일 확인됨
Nikos FazakisUniversity of Patrasfazakis.gr의 이메일 확인됨
Pantelis LinardatosUniversity of Patrasupnet.gr의 이메일 확인됨
Michael N. VrahatisDepartment of Mathematics, University of Patras, Greeceupatras.gr의 이메일 확인됨
Christos PierrakeasAssociate Professor, University of Patrasupatras.gr의 이메일 확인됨
Kyriakos Sgarbas (Κυριάκος Σγάρμπας)Assoc. Professor, Dept. of Electrical & Computer Engineering, University of Patras, Hellas (Greece)upatras.gr의 이메일 확인됨
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, Greeceupatras.gr의 이메일 확인됨
Aikaterini KaranikolaPhD Student, University of Patrasupatras.gr의 이메일 확인됨
Omiros RagosDepartment of Mathematics, University of Patras, Greecemath.upatras.gr의 이메일 확인됨
Ioannis ZaharakisProfessor, Department of Electrical & Computer Engineering, University of Peloponnese, Greececti.gr의 이메일 확인됨
Stamatios-Aggelos N. AlexandropoulosAdjunct Lecturer, Department of Computer Science & Engineering, University of Ioanninacs.uoi.gr의 이메일 확인됨
Vassilios VerykiosHellenic Open University, GREECEeap.gr의 이메일 확인됨
Maria TsiakmakiPhd in the Department of Mathematics of the University of Patras, Greece.it.auth.gr의 이메일 확인됨
DIMITRIS TZELEPISAssociate Professor, Department of Economics, University of Patrasupatras.gr의 이메일 확인됨
Charalampos M. LiapisPhD Candidate | University of Patrasac.upatras.gr의 이메일 확인됨

팔로우

Sotiris Kotsiantis

Associate Professor, Department of Mathematics, University of Patras, Greece

math.upatras.gr의 이메일 확인됨 - 홈페이지

Machine Learning Data Mining Artificial Intelligence Knowledge Discovery Data Science


제목 서지정보순 정렬 연도순 정렬 제목순 정렬	인용 인용	연도
Supervised machine learning: a review of classification techniques. SB Kotsiantis Informatica (03505596) 31 (3), 2007	7944	2007
Explainable AI: A Review of Machine Learning Interpretability Methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2021	2420	2021
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26 (3), 159-190, 2006	1859	2006
Decision trees: a recent overview SB Kotsiantis Artificial Intelligence Review 39 (4), 261-283, 2013	1741	2013
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International Journal of Computer Science 1 (2), 111-117, 2006	1658	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006	1481	2006
Association rules mining: A recent overview S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	890	2006
Text classification using machine learning techniques. M Ikonomakis, S Kotsiantis, V Tampakas WSEAS Transactions on Computers 4 (8), 966-974, 2005	819	2005
Discretization techniques: A recent survey S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	638	2006
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES S Kotsiantis, C Pierrakeas, P Pintelas Applied Artificial Intelligence 18 (5), 411-426, 2004	436	2004
Preventing student dropout in distance learning using machine learning techniques SB Kotsiantis, CJ Pierrakeas, PE Pintelas Knowledge-Based Intelligent Information and Engineering Systems: 7th …, 2003	391	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	325	2004
Use of machine learning techniques for educational proposes: a decision support system for forecasting students’ grades SB Kotsiantis Artificial Intelligence Review 37, 331-344, 2012	310	2012
Forecasting fraudulent financial statements using data mining S Kotsiantis, E Koumanakos, D Tzelepis, V Tampakas International Journal of Computational Intelligence 3 (2), 104-110, 2006	297	2006
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of HERCMA’07, 2007	266*	2007
A combinational incremental ensemble of classifiers as a technique for predicting students’ performance in distance education S Kotsiantis, K Patriarcheas, M Xenos Knowledge-Based Systems 23 (6), 529-535, 2010	253	2010
COVID-19: A Comparison of Time Series Methods to Forecast Percentage of Active Cases per Population V Papastefanopoulos, P Linardatos, S Kotsiantis Applied Sciences 10 (11), 3880, 2020	217	2020
Combining bagging and boosting SB Kotsiantis, PE Pintelas International Journal of Mathematical and Computational Sciences 1 (8), 372-381, 2007	217	2007
Mixture of expert agents for handling imbalanced data sets SB Kotsiantis, PE Pintelas Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003	202	2003
Data preprocessing in predictive data mining SAN Alexandropoulos, SB Kotsiantis, MN Vrahatis The Knowledge Engineering Review 34, e1, 2019	199	2019

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