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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
63722007
Machine learning: a review of classification and combining techniques
SB Kotsiantis, ID Zaharakis, PE Pintelas
Artificial Intelligence Review 26 (3), 159-190, 2006
13052006
Data preprocessing for supervised leaning
SB Kotsiantis, D Kanellopoulos, PE Pintelas
International journal of computer science 1 (2), 111-117, 2006
11682006
Handling imbalanced datasets: A review
S Kotsiantis, D Kanellopoulos, P Pintelas
GESTS international transactions on computer science and engineering 30 (1 …, 2006
10932006
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
3932002
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES
S Kotsiantis, C Pierrakeas, P Pintelas
Applied Artificial Intelligence 18 (5), 411-426, 2004
3472004
Preventing student dropout in distance learning using machine learning techniques
SB Kotsiantis, CJ Pierrakeas, PE Pintelas
International conference on knowledge-based and intelligent information and …, 2003
3372003
Recent advances in clustering: A brief survey
S Kotsiantis, P Pintelas
WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004
2982004
A CNN–LSTM model for gold price time-series forecasting
IE Livieris, E Pintelas, P Pintelas
Neural computing and applications 32 (23), 17351-17360, 2020
2932020
Combining bagging and boosting
S Kotsiantis, P Pintelas
International Journal of Computational Intelligence 1 (4), 324-333, 2004
1802004
Mixture of expert agents for handling imbalanced data sets
SB Kotsiantis, PE Pintelas
Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003
1782003
Predicting students marks in hellenic open university
SB Kotsiantis, PE Pintelas
Fifth IEEE International Conference on Advanced Learning Technologies (ICALT …, 2005
1262005
Logitboost of simple bayesian classifier
SB Kotsiantis
Informatica 29 (1), 2005
852005
Feature selection for regression problems
M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas
Educational Software Development Laboratory, Department of Mathematics …, 2004
712004
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
642019
Predicting students’ performance using artificial neural networks
IE Livieris, K Drakopoulou, P Pintelas
8th PanHellenic Conference with International Participation Information and …, 2012
632012
Increasing the classification accuracy of simple bayesian classifier
SB Kotsiantis, PE Pintelas
International Conference on Artificial Intelligence: Methodology, Systems …, 2004
582004
Ensemble deep learning models for forecasting cryptocurrency time-series
IE Livieris, E Pintelas, S Stavroyiannis, P Pintelas
Algorithms 13 (5), 121, 2020
562020
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
562020
Comparative study and categorization of high-level petri nets
VC Gerogiannis, AD Kameas, PE Pintelas
Journal of Systems and Software 43 (2), 133-160, 1998
541998
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