Sotiris Kotsiantis 个人学术档案

引用次数

	总计	2019 年至今
引用	24904	15695
h 指数	42	35
i10 指数	125	90

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合著作者

panagiotis pintelasProfessor Emeritus, University of Patras在 upatras.gr 的电子邮件经过验证
Dimitris KanellopoulosESD Laboratory, Department of Mathematics, University of Patras, Greece在 teipat.gr 的电子邮件经过验证
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of Thessaloniki在 csd.auth.gr 的电子邮件经过验证
Dr. Georgios KostopoulosHellenic Open University, University of Patras-Department of Mathematics, ESDLab, Greece在 sch.gr 的电子邮件经过验证
Vasilis TampakasProfessor, Department of Electrical and Computer Engineering, University of Peloponnesus在 uop.gr 的电子邮件经过验证
Vasilis PapastefanopoulosUniversity of Patras在 upatras.gr 的电子邮件经过验证
Nikos FazakisUniversity of Patras在 fazakis.gr 的电子邮件经过验证
Pantelis LinardatosUniversity of Patras在 upnet.gr 的电子邮件经过验证
Michael N. VrahatisDepartment of Mathematics, University of Patras, Greece在 upatras.gr 的电子邮件经过验证
Christos PierrakeasAssociate Professor, University of Patras在 upatras.gr 的电子邮件经过验证
Kyriakos Sgarbas (Κυριάκος Σγάρμπας)Assoc. Professor, Dept. of Electrical & Computer Engineering, University of Patras, Hellas (Greece)在 upatras.gr 的电子邮件经过验证
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, Greece在 upatras.gr 的电子邮件经过验证
Omiros RagosDepartment of Mathematics, University of Patras, Greece在 math.upatras.gr 的电子邮件经过验证
Aikaterini KaranikolaPhD Student, University of Patras在 upatras.gr 的电子邮件经过验证
Ioannis ZaharakisProfessor, Department of Electrical & Computer Engineering, University of Peloponnese, Greece在 cti.gr 的电子邮件经过验证
Stamatios-Aggelos N. AlexandropoulosAdjunct Lecturer, Department of Computer Science & Engineering, University of Ioannina在 cs.uoi.gr 的电子邮件经过验证
Vassilios VerykiosHellenic Open University, GREECE在 eap.gr 的电子邮件经过验证
DIMITRIS TZELEPISAssociate Professor, Department of Economics, University of Patras在 upatras.gr 的电子邮件经过验证
Maria TsiakmakiPhd in the Department of Mathematics of the University of Patras, Greece.在 it.auth.gr 的电子邮件经过验证
Evangelos KoumanakosHellenic Open University在 cc.uoi.gr 的电子邮件经过验证

关注

Sotiris Kotsiantis

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

在 math.upatras.gr 的电子邮件经过验证 - 首页

Machine Learning Data Mining Artificial Intelligence Knowledge Discovery Data Science


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Supervised machine learning: a review of classification techniques. SB Kotsiantis Informatica (03505596) 31 (3), 2007	7590	2007
Explainable AI: A Review of Machine Learning Interpretability Methods P Linardatos, V Papastefanopoulos, S Kotsiantis Entropy 23 (1), 18, 2021	1967	2021
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26 (3), 159-190, 2006	1740	2006
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International Journal of Computer Science 1 (2), 111-117, 2006	1548	2006
Decision trees: a recent overview SB Kotsiantis Artificial Intelligence Review 39 (4), 261-283, 2013	1537	2013
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006	1394	2006
Association rules mining: A recent overview S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	866	2006
Text classification using machine learning techniques. M Ikonomakis, S Kotsiantis, V Tampakas WSEAS Transactions on Computers 4 (8), 966-974, 2005	778	2005
Discretization techniques: A recent survey S Kotsiantis, D Kanellopoulos GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006	618	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	414	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	377	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	320	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	288	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	282	2006
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of HERCMA’07, 2007	244*	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	243	2010
Combining bagging and boosting S Kotsiantis, P Pintelas International Journal of Computational Intelligence 1 (4), 324-333, 2004	208	2004
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	204	2020
Mixture of expert agents for handling imbalanced data sets SB Kotsiantis, PE Pintelas Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003	197	2003
Combining bagging, boosting, rotation forest and random subspace methods S Kotsiantis Artificial intelligence review 35, 223-240, 2011	175	2011

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