Sotiris Kotsiantis

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panagiotis pintelasProfessor Emeritus, University of PatrasPreverjeni e-poštni naslov na upatras.gr
Dimitris KanellopoulosESD Laboratory, Department of Mathematics, University of Patras, GreecePreverjeni e-poštni naslov na teipat.gr
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of ThessalonikiPreverjeni e-poštni naslov na csd.auth.gr
Dr. Georgios KostopoulosHellenic Open University, University of Patras-Department of Mathematics, ESDLab, GreecePreverjeni e-poštni naslov na sch.gr
Vasilis PapastefanopoulosUniversity of PatrasPreverjeni e-poštni naslov na upatras.gr
Vasilis TampakasProfessor, Department of Electrical and Computer Engineering, University of PeloponnesusPreverjeni e-poštni naslov na uop.gr
Nikos FazakisUniversity of PatrasPreverjeni e-poštni naslov na fazakis.gr
Pantelis LinardatosUniversity of PatrasPreverjeni e-poštni naslov na upnet.gr
Michael N. VrahatisDepartment of Mathematics, University of Patras, GreecePreverjeni e-poštni naslov na upatras.gr
Christos PierrakeasProfessor, University of PatrasPreverjeni e-poštni naslov na upatras.gr
Kyriakos Sgarbas (Κυριάκος Σγάρμπας)Assoc. Professor, Dept. of Electrical & Computer Engineering, University of Patras, Hellas (Greece)Preverjeni e-poštni naslov na upatras.gr
Aikaterini KaranikolaPhD Student, University of PatrasPreverjeni e-poštni naslov na upatras.gr
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, GreecePreverjeni e-poštni naslov na upatras.gr
Omiros RagosDepartment of Mathematics, University of Patras, GreecePreverjeni e-poštni naslov na math.upatras.gr
Vassilios VerykiosHellenic Open University, GREECEPreverjeni e-poštni naslov na eap.gr
Stamatios-Aggelos N. AlexandropoulosAdjunct Lecturer, Department of Computer Science & Engineering, University of IoanninaPreverjeni e-poštni naslov na cs.uoi.gr
Ioannis ZaharakisProfessor, Department of Electrical & Computer Engineering, University of Peloponnese, GreecePreverjeni e-poštni naslov na cti.gr
Charalampos M. LiapisPhD | University of Patras & Computer Technology Institute and Press "Diophantus"Preverjeni e-poštni naslov na ac.upatras.gr
Maria TsiakmakiPhd in the Department of Mathematics of the University of Patras, Greece.Preverjeni e-poštni naslov na it.auth.gr
Theodor PanagiotakopoulosAssistant Professor, University of PatrasPreverjeni e-poštni naslov na upatras.gr

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Sotiris Kotsiantis

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

Preverjeni e-poštni naslov na math.upatras.gr - Domača stran

Machine Learning Data Mining Artificial Intelligence Knowledge Discovery Data Science


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Supervised machine learning: a review of classification techniques. SB Kotsiantis Informatica (03505596) 31 (3), 2007	8130	2007
Explainable AI: A Review of Machine Learning Interpretability Methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2021	2714	2021
Decision trees: a recent overview SB Kotsiantis Artificial Intelligence Review 39 (4), 261-283, 2013	1869	2013
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26 (3), 159-190, 2006	1866	2006
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International Journal of Computer Science 1 (2), 111-117, 2006	1705	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006	1543	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	832	2005
Discretization techniques: A recent survey S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	649	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	451	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	403	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	323	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	314	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	295	2006
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of HERCMA’07, 2007	271*	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
Data preprocessing in predictive data mining SAN Alexandropoulos, SB Kotsiantis, MN Vrahatis The Knowledge Engineering Review 34, e1, 2019	227	2019
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	221	2020
Combining bagging and boosting S Kotsiantis, P Pintelas International Journal of Computational Intelligence 1 (4), 324-333, 2004	218	2004
Mixture of expert agents for handling imbalanced data sets SB Kotsiantis, PE Pintelas Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003	201	2003

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