Sotiris Kotsiantis

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	All	Since 2018
Citations	19762	12235
h-index	38	33
i10-index	109	79

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20062007200820092010201120122013201420152016201720182019202020212022202352 83 161 289 402 464 641 788 969 1044 1126 1293 1581 1959 2246 2748 3070 615

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
Nikos FazakisUniversity of PatrasVerified email at fazakis.gr
Christos PierrakeasAssociate Professor, University of PatrasVerified email at upatras.gr
Vasilis PapastefanopoulosUniversity 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
Michael N. VrahatisDepartment of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Omiros RagosDepartment of Mathematics, University of Patras, GreeceVerified email at math.upatras.gr
Pantelis LinardatosUniversity of PatrasVerified email at upnet.gr
Ioannis ZaharakisProfessor, Department of Electrical & Computer Engineering, University of Peloponnese, GreeceVerified email at cti.gr
DIMITRIS TZELEPISAssociate Professor, Department of Economics, University of PatrasVerified email at upatras.gr
Stamatios-Aggelos N. AlexandropoulosAdjunct Lecturer, Department of Computer Science & Engineering, University of IoanninaVerified email at cs.uoi.gr
Evangelos KoumanakosHellenic Open UniversityVerified email at cc.uoi.gr
Maria TsiakmakiPhd in the Department of Mathematics of the University of Patras, Greece.Verified email at it.auth.gr
Aikaterini KaranikolaPhD Student, University of PatrasVerified email at upatras.gr
Vassilios VerykiosHellenic Open University, GREECEVerified email at eap.gr

Sotiris Kotsiantis

Assistant 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	6640	2007
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26 (3), 159-190, 2006	1405	2006
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International Journal of Computer Science 1 (2), 111-117, 2006	1250	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006	1155	2006
Decision trees: a recent overview SB Kotsiantis Artificial Intelligence Review 39 (4), 261-283, 2013	872	2013
Association rules mining: A recent overview S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	827	2006
Explainable AI: A Review of Machine Learning Interpretability Methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2021	800	2021
Text classification using machine learning techniques. M Ikonomakis, S Kotsiantis, V Tampakas WSEAS Transactions on Computers 4 (8), 966-974, 2005	659	2005
Discretization techniques: A recent survey S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	571	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	356	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	336	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	306	2004
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	253	2006
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	246	2012
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	218	2010
Combining bagging and boosting SB Kotsiantis, PE Pintelas International Journal of Computational Intelligence 1 (4), 324-333, 2004	188	2004
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of HERCMA’07, 2007	186*	2007
Mixture of expert agents for handling imbalanced data sets SB Kotsiantis, PE Pintelas Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003	183	2003
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	159	2020
Combining bagging, boosting, rotation forest and random subspace methods S Kotsiantis Artificial intelligence review 35, 223-240, 2011	153	2011

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