Sotiris Kotsiantis

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	すべて	2020 年以来
引用	27724	16382
h 指標	44	40
i10 指標	134	94

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共著者

panagiotis pintelasProfessor Emeritus, University of Patras確認したメールアドレス: upatras.gr
Dimitris KanellopoulosESD Laboratory, Department of Mathematics, University of Patras, Greece確認したメールアドレス: teipat.gr
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of Thessaloniki確認したメールアドレス: csd.auth.gr
Dr. Georgios KostopoulosHellenic Open University, University of Patras-Department of Mathematics, ESDLab, Greece確認したメールアドレス: sch.gr
Vasilis PapastefanopoulosUniversity of Patras確認したメールアドレス: upatras.gr
Vasilis TampakasProfessor, Department of Electrical and Computer Engineering, University of Peloponnesus確認したメールアドレス: uop.gr
Nikos FazakisUniversity of Patras確認したメールアドレス: fazakis.gr
Pantelis LinardatosUniversity of Patras確認したメールアドレス: upnet.gr
Michael N. VrahatisDepartment of Mathematics, University of Patras, Greece確認したメールアドレス: upatras.gr
Christos PierrakeasAssociate Professor, University of Patras確認したメールアドレス: upatras.gr
Kyriakos Sgarbas (Κυριάκος Σγάρμπας)Assoc. Professor, Dept. of Electrical & Computer Engineering, University of Patras, Hellas (Greece)確認したメールアドレス: upatras.gr
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, Greece確認したメールアドレス: upatras.gr
Aikaterini KaranikolaPhD Student, University of Patras確認したメールアドレス: upatras.gr
Omiros RagosDepartment of Mathematics, University of Patras, Greece確認したメールアドレス: math.upatras.gr
Stamatios-Aggelos N. AlexandropoulosAdjunct Lecturer, Department of Computer Science & Engineering, University of Ioannina確認したメールアドレス: cs.uoi.gr
Ioannis ZaharakisProfessor, Department of Electrical & Computer Engineering, University of Peloponnese, Greece確認したメールアドレス: cti.gr
Vassilios VerykiosHellenic Open University, GREECE確認したメールアドレス: eap.gr
Maria TsiakmakiPhd in the Department of Mathematics of the University of Patras, Greece.確認したメールアドレス: it.auth.gr
Charalampos M. LiapisPhD | University of Patras & Computer Technology Institute and Press "Diophantus"確認したメールアドレス: ac.upatras.gr
Theodor PanagiotakopoulosAssistant Professor, University of Patras確認したメールアドレス: upatras.gr

フォロー

Sotiris Kotsiantis

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

確認したメールアドレス: math.upatras.gr - ホームページ

Machine Learning Data Mining Artificial Intelligence Knowledge Discovery Data Science


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Supervised machine learning: a review of classification techniques. SB Kotsiantis Informatica (03505596) 31 (3), 2007	8085	2007
Explainable AI: A Review of Machine Learning Interpretability Methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2021	2630	2021
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26 (3), 159-190, 2006	1907	2006
Decision trees: a recent overview SB Kotsiantis Artificial Intelligence Review 39 (4), 261-283, 2013	1826	2013
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International Journal of Computer Science 1 (2), 111-117, 2006	1700	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006	1520	2006
Association rules mining: A recent overview S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	900	2006
Text classification using machine learning techniques. M Ikonomakis, S Kotsiantis, V Tampakas WSEAS Transactions on Computers 4 (8), 966-974, 2005	838	2005
Discretization techniques: A recent survey S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	646	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	455	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	396	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	328	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	315	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	303	2006
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of HERCMA’07, 2007	278*	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	256	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	220	2020
Combining bagging and boosting SB Kotsiantis, PE Pintelas International Journal of Mathematical and Computational Sciences 1 (8), 372-381, 2007	219	2007
Data preprocessing in predictive data mining SAN Alexandropoulos, SB Kotsiantis, MN Vrahatis The Knowledge Engineering Review 34, e1, 2019	213	2019
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

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