Παρακολούθηση
panagiotis pintelas
panagiotis pintelas
Professor Emeritus, University of Patras
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα upatras.gr - Αρχική σελίδα
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Παρατίθεται από
Παρατίθεται από
Έτος
Supervised machine learning: A review of classification techniques
SB Kotsiantis, I Zaharakis, P Pintelas
Emerging artificial intelligence applications in computer engineering 160 (1 …, 2007
67552007
Machine learning: a review of classification and combining techniques
SB Kotsiantis, ID Zaharakis, PE Pintelas
Artificial Intelligence Review 26, 159-190, 2006
15282006
Data preprocessing for supervised leaning
SB Kotsiantis, D Kanellopoulos, PE Pintelas
International journal of computer science 1 (2), 111-117, 2006
13942006
Handling imbalanced datasets: A review
S Kotsiantis, D Kanellopoulos, P Pintelas
GESTS international transactions on computer science and engineering 30 (1 …, 2006
12662006
A CNN–LSTM model for gold price time-series forecasting
IE Livieris, E Pintelas, P Pintelas
Neural computing and applications 32, 17351-17360, 2020
5062020
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
4242002
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES
S Kotsiantis, C Pierrakeas, P Pintelas
Applied Artificial Intelligence 18 (5), 411-426, 2004
3822004
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
3602003
Recent advances in clustering: A brief survey
S Kotsiantis, P Pintelas
WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004
3092004
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
1302005
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
101*2021
Ensemble deep learning models for forecasting cryptocurrency time-series
IE Livieris, E Pintelas, S Stavroyiannis, P Pintelas
Algorithms 13 (5), 121, 2020
982020
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
972019
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
962020
Logitboost of simple bayesian classifier
SB Kotsiantis
Informatica 29 (1), 2005
892005
Feature selection for regression problems
M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas
Educational Software Development Laboratory, Department of Mathematics …, 2004
782004
Predicting students' performance using artificial neural networks
IE Livieris, K Drakopoulou, P Pintelas
Συνέδρια της Ελληνικής Επιστημονικής Ένωσης Τεχνολογιών Πληροφορίας …, 2012
712012
Increasing the classification accuracy of simple bayesian classifier
SB Kotsiantis, PE Pintelas
International Conference on Artificial Intelligence: Methodology, Systems …, 2004
602004
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
582020
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