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panagiotis pintelas
panagiotis pintelas
Professor Emeritus, University of Patras
Verified email at upatras.gr - Homepage
Title
Cited by
Cited by
Year
Supervised machine learning: A review of classification techniques
SB Kotsiantis, I Zaharakis, P Pintelas
Emerging artificial intelligence applications in computer engineering 160 (1 …, 2007
75832007
Machine learning: a review of classification and combining techniques
SB Kotsiantis, ID Zaharakis, PE Pintelas
Artificial Intelligence Review 26, 159-190, 2006
17212006
Data preprocessing for supervised leaning
SB Kotsiantis, D Kanellopoulos, PE Pintelas
International journal of computer science 1 (2), 111-117, 2006
15252006
Handling imbalanced datasets: A review
S Kotsiantis, D Kanellopoulos, P Pintelas
GESTS international transactions on computer science and engineering 30 (1 …, 2006
13722006
A CNN–LSTM model for gold price time-series forecasting
IE Livieris, E Pintelas, P Pintelas
Neural computing and applications 32, 17351-17360, 2020
6312020
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
4322002
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES
S Kotsiantis, C Pierrakeas, P Pintelas
Applied Artificial Intelligence 18 (5), 411-426, 2004
4132004
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
3802003
Recent advances in clustering: A brief survey
S Kotsiantis, P Pintelas
WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004
3192004
Combining bagging and boosting
S Kotsiantis, P Pintelas
International Journal of Computational Intelligence 1 (4), 324-333, 2004
2092004
Mixture of expert agents for handling imbalanced data sets
SB Kotsiantis, PE Pintelas
Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003
1962003
Predicting students marks in hellenic open university
SB Kotsiantis, PE Pintelas
fifth IEEE international conference on advanced learning technologies (ICALT …, 2005
1402005
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
135*2021
Ensemble deep learning models for forecasting cryptocurrency time-series
IE Livieris, E Pintelas, S Stavroyiannis, P Pintelas
Algorithms 13 (5), 121, 2020
1322020
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
1302020
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
1102019
Logitboost of simple bayesian classifier
SB Kotsiantis
Informatica 29 (1), 2005
902005
Feature selection for regression problems
M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas
Proceedings of the 8th Hellenic European Research on Computer Mathematics …, 2007
852007
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
792020
Predicting students' performance using artificial neural networks
IE Livieris, K Drakopoulou, P Pintelas
Συνέδρια της Ελληνικής Επιστημονικής Ένωσης Τεχνολογιών Πληροφορίας …, 2012
752012
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