panagiotis pintelas

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Sotiris KotsiantisAssistant Professor, Department of Mathematics, University of Patras, GreecePatvirtintas el. paštas math.upatras.gr
Ioannis E. LivierisUniversity of Patras, Department of MathematicsPatvirtintas el. paštas upatras.gr
Emmanuel Pintelas, Postdoctoral Res...University of Patras, Department of MathematicsPatvirtintas el. paštas upatras.gr
Dimitris KanellopoulosESD Laboratory, Department of Mathematics, University of Patras, GreecePatvirtintas el. paštas teipat.gr
Christos PierrakeasAssociate Professor, University of PatrasPatvirtintas el. paštas upatras.gr
Vasilis TampakasProfessor, Department of Electrical and Computer Engineering, University of PeloponnesusPatvirtintas el. paštas uop.gr
Stavroyiannis Stavros, ProfessorDepartment of Accounting & Finance, School of Management, University of the PeloponnesePatvirtintas el. paštas uop.gr
Theodore KotsilierisUniversity of the Peloponnese - Department of Business AdministrationPatvirtintas el. paštas uop.gr
Andreas KanavosIonian UniversityPatvirtintas el. paštas ionio.gr
Michalis XenosProfessor of Computer Science, Computer Enginnering and Informatics Department, Patras UniversityPatvirtintas el. paštas ceid.upatras.gr
Dimitris G. SotiropoulosUniversity of Peloponnese, Department of Electrical and Computer EngineeringPatvirtintas el. paštas uop.gr
George E. TsekourasProfessor, University of the AegeanPatvirtintas el. paštas ct.aegean.gr
Professor Lazaros IliadisSch of Engineering Head of the Dep of Civil Engineering Lab of Mathematics and InformaticsPatvirtintas el. paštas civil.duth.gr
Christos T. PanagiotakopoulosProfessor Emeritus - University of Patras - GreecePatvirtintas el. paštas upatras.gr
Dr. Georgios KostopoulosHellenic Open University, University of Patras-Department of Mathematics, ESDLab, GreecePatvirtintas el. paštas sch.gr
Michael PapazoglouProfessor & Executive Director European Research Institute in Service Science, University of TilburgPatvirtintas el. paštas uvt.nl
Demetrios SampsonProfessor, Department of Digital Systems, University of PiraeusPatvirtintas el. paštas unipi.gr
Professor George C. Kagadis (Medical...Department of Medical Physics, School of Medicine, University of Patras, P.O. BOX: 132 73, GR 265 04Patvirtintas el. paštas upatras.gr
Georgios DrakopoulosResearch and Development Engineer, Ionian UniversityPatvirtintas el. paštas ionio.gr
Spyros G.TzafestasProfessor em.of School of EC Engineering,National Technical University ofPatvirtintas el. paštas cs.ntua.gr

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panagiotis pintelas

Professor Emeritus, University of Patras

Patvirtintas el. paštas upatras.gr - Pagrindinis puslapis

Software Engineering Educational SW Machine Learning Data Mining


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
Supervised machine learning: A review of classification techniques SB Kotsiantis, I Zaharakis, P Pintelas Emerging artificial intelligence applications in computer engineering 160 (1 …, 2007	6774	2007
Machine learning: a review of classification and combining techniques SB Kotsiantis, ID Zaharakis, PE Pintelas Artificial Intelligence Review 26, 159-190, 2006	1534	2006
Data preprocessing for supervised leaning SB Kotsiantis, D Kanellopoulos, PE Pintelas International journal of computer science 1 (2), 111-117, 2006	1399	2006
Handling imbalanced datasets: A review S Kotsiantis, D Kanellopoulos, P Pintelas GESTS international transactions on computer science and engineering 30 (1 …, 2006	1272	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	506	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	424	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	382	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	360	2003
Recent advances in clustering: A brief survey S Kotsiantis, P Pintelas WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004	309	2004
Mixture of expert agents for handling imbalanced data sets SB Kotsiantis, PE Pintelas Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003	196	2003
Predicting students marks in hellenic open university SB Kotsiantis, PE Pintelas Fifth IEEE International Conference on Advanced Learning Technologies (ICALT …, 2005	130	2005
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	102*	2021
Ensemble deep learning models for forecasting cryptocurrency time-series IE Livieris, E Pintelas, S Stavroyiannis, P Pintelas Algorithms 13 (5), 121, 2020	99	2020
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	97	2020
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	97	2019
Logitboost of simple bayesian classifier SB Kotsiantis Informatica 29 (1), 2005	89	2005
Feature selection for regression problems M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas Educational Software Development Laboratory, Department of Mathematics …, 2004	78	2004
Predicting students' performance using artificial neural networks IE Livieris, K Drakopoulou, P Pintelas Συνέδρια της Ελληνικής Επιστημονικής Ένωσης Τεχνολογιών Πληροφορίας …, 2012	71	2012
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	61	2020
Increasing the classification accuracy of simple bayesian classifier SB Kotsiantis, PE Pintelas International Conference on Artificial Intelligence: Methodology, Systems …, 2004	60	2004

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