Sotiris Kotsiantis

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	All	Since 2019
Citations	26996	17659
h-index	44	39
i10-index	132	100

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20072008200920102011201220132014201520162017201820192020202120222023202488 166 299 404 472 647 809 983 1056 1139 1309 1605 2031 2308 2856 3361 3664 3385

Co-authors

panagiotis pintelasProfessor Emeritus, University of PatrasVerified email at upatras.gr
Dimitris KanellopoulosESD Laboratory, Department of Mathematics, University of Patras, GreeceVerified email at teipat.gr
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Dr. Georgios KostopoulosHellenic Open University, University of Patras-Department of Mathematics, ESDLab, GreeceVerified email at sch.gr
Vasilis TampakasProfessor, Department of Electrical and Computer Engineering, University of PeloponnesusVerified email at uop.gr
Vasilis PapastefanopoulosUniversity of PatrasVerified email at upatras.gr
Nikos FazakisUniversity of PatrasVerified email at fazakis.gr
Pantelis LinardatosUniversity of PatrasVerified email at upnet.gr
Michael N. VrahatisDepartment of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Christos PierrakeasAssociate Professor, University of PatrasVerified email at upatras.gr
Kyriakos Sgarbas (Κυριάκος Σγάρμπας)Assoc. Professor, Dept. of Electrical & Computer Engineering, University of Patras, Hellas (Greece)Verified email at upatras.gr
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Aikaterini KaranikolaPhD Student, University of PatrasVerified email at upatras.gr
Omiros RagosDepartment of Mathematics, University of Patras, GreeceVerified email at math.upatras.gr
Ioannis ZaharakisProfessor, Department of Electrical & Computer Engineering, University of Peloponnese, GreeceVerified email at cti.gr
Stamatios-Aggelos N. AlexandropoulosAdjunct Lecturer, Department of Computer Science & Engineering, University of IoanninaVerified email at cs.uoi.gr
Vassilios VerykiosHellenic Open University, GREECEVerified email at eap.gr
Maria TsiakmakiPhd in the Department of Mathematics of the University of Patras, Greece.Verified email at it.auth.gr
DIMITRIS TZELEPISAssociate Professor, Department of Economics, University of PatrasVerified email at upatras.gr
Charalampos M. LiapisPhD Candidate | University of PatrasVerified email at ac.upatras.gr

Sotiris Kotsiantis

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

Verified email at math.upatras.gr - Homepage

Machine Learning Data Mining Artificial Intelligence Knowledge Discovery Data Science


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Supervised machine learning: a review of classification techniques. SB Kotsiantis Informatica (03505596) 31 (3), 2007	7977	2007
Explainable AI: A Review of Machine Learning Interpretability Methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2021	2462	2021
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26 (3), 159-190, 2006	1863	2006
Decision trees: a recent overview SB Kotsiantis Artificial Intelligence Review 39 (4), 261-283, 2013	1751	2013
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International Journal of Computer Science 1 (2), 111-117, 2006	1659	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006	1484	2006
Association rules mining: A recent overview S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	893	2006
Text classification using machine learning techniques. M Ikonomakis, S Kotsiantis, V Tampakas WSEAS Transactions on Computers 4 (8), 966-974, 2005	826	2005
Discretization techniques: A recent survey S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	639	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	441	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	298	2006
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of HERCMA’07, 2007	268*	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	255	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	201	2019

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