panagiotis pintelas

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Citations	19516	12171
h-index	40	34
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Sotiris KotsiantisAssociate Professor, Department of Mathematics, University of Patras, GreeceVerified email at math.upatras.gr
Ioannis E. LivierisAssistant Professor, Department of Statistics & Insurance Science, University of Piraeus, GreeceVerified email at unipi.gr
Emmanuel Pintelas, Postdoctoral Res...University of Patras, Department of MathematicsVerified email at upatras.gr
Dimitris KanellopoulosESD Laboratory, Department of Mathematics, University of Patras, GreeceVerified email at teipat.gr
Christos PierrakeasAssociate Professor, University of PatrasVerified email at upatras.gr
Vasilis TampakasProfessor, Department of Electrical and Computer Engineering, University of PeloponnesusVerified email at uop.gr
Stavroyiannis Stavros, ProfessorDepartment of Accounting & Finance, School of Management, University of the PeloponneseVerified email at uop.gr
Theodore KotsilierisUniversity of the Peloponnese - Department of Business AdministrationVerified email at uop.gr
Andreas KanavosAssociate Professor, Department of Informatics, Ionian UniversityVerified email at ionio.gr
Michalis XenosProfessor of Computer Science, Computer Enginnering and Informatics Department, Patras UniversityVerified email at ceid.upatras.gr
Dimitris G. SotiropoulosUniversity of PeloponneseVerified email at uop.gr
George E. TsekourasProfessor, University of the AegeanVerified email at ct.aegean.gr
Professor Lazaros IliadisSch of Engineering Head of the Dep of Civil Engineering Lab of Mathematics and InformaticsVerified email at civil.duth.gr
Dr. Georgios KostopoulosHellenic Open University, University of Patras-Department of Mathematics, ESDLab, GreeceVerified email at sch.gr
Christos T. PanagiotakopoulosProfessor Emeritus - University of Patras - GreeceVerified email at upatras.gr
Michael PapazoglouProfessor & Executive Director European Research Institute in Service Science, University of TilburgVerified email at uvt.nl
Demetrios SampsonProfessor, Department of Digital Systems, University of PiraeusVerified email at unipi.gr
Georgios DrakopoulosDoctor of Engineering, Ionian UniversityVerified email at ionio.gr
Professor George C. Kagadis (Medical...Department of Medical Physics, School of Medicine, University of Patras, P.O. BOX: 132 73, GR 265 04Verified email at upatras.gr
Spyros G.TzafestasProfessor em.of School of EC Engineering,National Technical University ofVerified email at cs.ntua.gr

panagiotis pintelas

Professor Emeritus, University of Patras

Verified email at upatras.gr - Homepage

Software Engineering Educational SW Machine Learning Data Mining


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Supervised machine learning: A review of classification techniques SB Kotsiantis, I Zaharakis, P Pintelas Emerging artificial intelligence applications in computer engineering 160 (1 …, 2007	7923	2007
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26, 159-190, 2006	1854	2006
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International journal of computer science 1 (2), 111-117, 2006	1644	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS international transactions on computer science and engineering 30 (1 …, 2006	1470	2006
A CNN–LSTM model for gold price time-series forecasting IE Livieris, E Pintelas, P Pintelas Neural computing and applications 32, 17351-17360, 2020	760	2020
A survey on student dropout rates and dropout causes concerning the students in the Course of Informatics of the Hellenic Open University M Xenos, C Pierrakeas, P Pintelas Computers & Education 39 (4), 361-377, 2002	443	2002
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES S Kotsiantis, C Pierrakeas, P Pintelas Applied Artificial Intelligence 18 (5), 411-426, 2004	439	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	391	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	325	2004
Combining bagging and boosting SB Kotsiantis, PE Pintelas International Journal of Mathematical and Computational Sciences 1 (8), 372-381, 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	202	2003
Ensemble deep learning models for forecasting cryptocurrency time-series IE Livieris, E Pintelas, S Stavroyiannis, P Pintelas Algorithms 13 (5), 121, 2020	167	2020
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting. Electronics 2021, 10, 287 IE Livieris, N Kiriakidou, S Stavroyiannis, P Pintelas s Note: MDPI stays neu-tral with regard to jurisdictional clai-ms in …, 2021	164*	2021
A grey-box ensemble model exploiting black-box accuracy and white-box intrinsic interpretability E Pintelas, IE Livieris, P Pintelas Algorithms 13 (1), 17, 2020	157	2020
Predicting students marks in hellenic open university SB Kotsiantis, PE Pintelas fifth IEEE international conference on advanced learning technologies (ICALT …, 2005	144	2005
Predicting secondary school students' performance utilizing a semi-supervised learning approach IE Livieris, K Drakopoulou, VT Tampakas, TA Mikropoulos, P Pintelas Journal of educational computing research 57 (2), 448-470, 2019	120	2019
Investigating the problem of cryptocurrency price prediction: a deep learning approach E Pintelas, IE Livieris, S Stavroyiannis, T Kotsilieris, P Pintelas Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 …, 2020	94	2020
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Proceedings of the 8th Hellenic European Research on Computer Mathematics …, 2007	91	2007
Logitboost of simple bayesian classifier SB Kotsiantis Informatica 29 (1), 2005	90	2005
Predicting students' performance using artificial neural networks IE Livieris, K Drakopoulou, P Pintelas Συνέδρια της Ελληνικής Επιστημονικής Ένωσης Τεχνολογιών Πληροφορίας …, 2012	78	2012

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