Sotiris Kotsiantis

Cited by

	All	Since 2018
Citations	21661	14111
h-index	40	34
i10-index	114	86

3200

1600

800

2400

2007200820092010201120122013201420152016201720182019202020212022202384 161 294 397 468 644 799 974 1043 1123 1284 1585 1976 2257 2812 3200 2260

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
Vasilis PapastefanopoulosUniversity of PatrasVerified email at upatras.gr
Christos PierrakeasAssociate Professor, University of PatrasVerified email at upatras.gr
Michael 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
Pantelis LinardatosUniversity of PatrasVerified email at upnet.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
DIMITRIS TZELEPISAssociate Professor, Department of Economics, University of PatrasVerified email at upatras.gr
Aikaterini KaranikolaPhD Student, 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

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Supervised machine learning: a review of classification techniques. SB Kotsiantis Informatica (03505596) 31 (3), 2007	7035	2007
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26 (3), 159-190, 2006	1517	2006
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International Journal of Computer Science 1 (2), 111-117, 2006	1363	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006	1258	2006
Explainable AI: A Review of Machine Learning Interpretability Methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2021	1172	2021
Decision trees: a recent overview SB Kotsiantis Artificial Intelligence Review 39 (4), 261-283, 2013	1104	2013
Association rules mining: A recent overview S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	833	2006
Text classification using machine learning techniques. M Ikonomakis, S Kotsiantis, V Tampakas WSEAS Transactions on Computers 4 (8), 966-974, 2005	703	2005
Discretization techniques: A recent survey S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	591	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	374	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	355	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	308	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	269	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	266	2012
Combining bagging, boosting and dagging for classification problems SB Kotsiantis, D Kanellopoulos Knowledge-Based Intelligent Information and Engineering Systems, 493-500, 2007	246	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	231	2010
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of HERCMA’07, 2007	207*	2007
Mixture of expert agents for handling imbalanced data sets SB Kotsiantis, PE Pintelas Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003	194	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	184	2020
Combining bagging, boosting, rotation forest and random subspace methods S Kotsiantis Artificial intelligence review 35, 223-240, 2011	158	2011

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors