panagiotis pintelas

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	すべて	2020 年以来
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共著者

Sotiris KotsiantisAssociate Professor, Department of Mathematics, University of Patras, Greece確認したメールアドレス: math.upatras.gr
Ioannis E. LivierisAssistant Professor, Department of Statistics & Insurance Science, University of Piraeus, Greece確認したメールアドレス: unipi.gr
Emmanuel Pintelas, Postdoctoral Res...University of Patras, Department of Mathematics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
Christos PierrakeasAssociate Professor, University 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
Stavroyiannis Stavros, ProfessorDepartment of Accounting & Finance, School of Management, University of the Peloponnese確認したメールアドレス: uop.gr
Theodore KotsilierisUniversity of the Peloponnese - Department of Business Administration確認したメールアドレス: uop.gr
Andreas KanavosAssociate Professor, Department of Informatics, Ionian University確認したメールアドレス: ionio.gr
Michalis XenosProfessor of Computer Science, Computer Enginnering and Informatics Department, Patras University確認したメールアドレス: ceid.upatras.gr
Dimitris G. SotiropoulosUniversity of Peloponnese確認したメールアドレス: uop.gr
George E. TsekourasProfessor, University of the Aegean確認したメールアドレス: ct.aegean.gr
Professor Lazaros IliadisSch of Engineering Head of the Dep of Civil Engineering Lab of Mathematics and Informatics確認したメールアドレス: civil.duth.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
Christos T. PanagiotakopoulosProfessor Emeritus - University of Patras - Greece確認したメールアドレス: upatras.gr
Michael PapazoglouProfessor & Executive Director European Research Institute in Service Science, University of Tilburg確認したメールアドレス: uvt.nl
Demetrios SampsonProfessor, Department of Digital Systems, University of Piraeus確認したメールアドレス: unipi.gr
Georgios DrakopoulosDoctor of Engineering, Ionian University確認したメールアドレス: ionio.gr
Professor George C. Kagadis (Medical...Department of Medical Physics, School of Medicine, University of Patras, GR 265 04確認したメールアドレス: upatras.gr
Spyros G.TzafestasProfessor em.of School of EC Engineering,National Technical University of確認したメールアドレス: cs.ntua.gr

フォロー

panagiotis pintelas

Professor Emeritus, University of Patras

確認したメールアドレス: upatras.gr - ホームページ

Software Engineering Educational SW Machine Learning Data Mining


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, I Zaharakis, P Pintelas Emerging artificial intelligence applications in computer engineering 160 (1 …, 2007	8026	2007
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26, 159-190, 2006	1885	2006
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International journal of computer science 1 (2), 111-117, 2006	1683	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS international transactions on computer science and engineering 30 (1 …, 2006	1502	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	788	2020
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES S Kotsiantis, C Pierrakeas, P Pintelas Applied Artificial Intelligence 18 (5), 411-426, 2004	453	2004
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	448	2002
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
Combining bagging and boosting SB Kotsiantis, PE Pintelas International Journal of Mathematical and Computational Sciences 1 (8), 372-381, 2007	219	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	175	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	172*	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	124	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	95	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	94	2007
Logitboost of simple bayesian classifier SB Kotsiantis Informatica 29 (1), 2005	90	2005
Special issue on ensemble learning and applications P Pintelas, IE Livieris Algorithms 13 (6), 140, 2020	78	2020

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