Sotiris Kotsiantis

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	All	Since 2018
Citations	22475	14893
h-index	41	34
i10-index	116	87

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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
Pantelis LinardatosUniversity of PatrasVerified email at upnet.gr
Christos PierrakeasAssociate Professor, University of PatrasVerified email at upatras.gr
Michael N. VrahatisDepartment of Mathematics, University of Patras, GreeceVerified 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
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
Aikaterini KaranikolaPhD Student, University of PatrasVerified email at upatras.gr
DIMITRIS TZELEPISAssociate Professor, Department of Economics, University of PatrasVerified email at upatras.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
Vassilios VerykiosHellenic Open University, GREECEVerified email at eap.gr
Vasileios G. KanasUniversity of PatrasVerified email at upatras.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	7185	2007
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26 (3), 159-190, 2006	1575	2006
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International Journal of Computer Science 1 (2), 111-117, 2006	1413	2006
Explainable AI: A Review of Machine Learning Interpretability Methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2021	1372	2021
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006	1293	2006
Decision trees: a recent overview SB Kotsiantis Artificial Intelligence Review 39 (4), 261-283, 2013	1212	2013
Association rules mining: A recent overview S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	843	2006
Text classification using machine learning techniques. M Ikonomakis, S Kotsiantis, V Tampakas WSEAS Transactions on Computers 4 (8), 966-974, 2005	725	2005
Discretization techniques: A recent survey S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	598	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	384	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	360	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	309	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	270	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	269	2006
Combining bagging, boosting and dagging for classification problems SB Kotsiantis, D Kanellopoulos Knowledge-Based Intelligent Information and Engineering Systems, 493-500, 2007	252	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	236	2010
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of HERCMA’07, 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	196	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	193	2020
Combining bagging, boosting, rotation forest and random subspace methods S Kotsiantis Artificial intelligence review 35, 223-240, 2011	161	2011

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