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panagiotis pintelas
panagiotis pintelas
Professor Emeritus, University of Patras
在 upatras.gr 的電子郵件地址已通過驗證 - 首頁
標題
引用次數
引用次數
年份
Supervised machine learning: A review of classification techniques
SB Kotsiantis, I Zaharakis, P Pintelas
Emerging artificial intelligence applications in computer engineering 160 (1 …, 2007
80212007
Machine learning: a review of classification and combining techniques
SB Kotsiantis, ID Zaharakis, PE Pintelas
Artificial Intelligence Review 26, 159-190, 2006
18272006
Data preprocessing for supervised leaning
SB Kotsiantis, D Kanellopoulos, PE Pintelas
International journal of computer science 1 (2), 111-117, 2006
16712006
Handling imbalanced datasets: A review
S Kotsiantis, D Kanellopoulos, P Pintelas
GESTS international transactions on computer science and engineering 30 (1 …, 2006
15102006
A CNN–LSTM model for gold price time-series forecasting
IE Livieris, E Pintelas, P Pintelas
Neural computing and applications 32, 17351-17360, 2020
7972020
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES
S Kotsiantis, C Pierrakeas, P Pintelas
Applied Artificial Intelligence 18 (5), 411-426, 2004
4462004
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
4412002
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
4032003
Recent advances in clustering: A brief survey
S Kotsiantis, P Pintelas
WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004
3232004
Combining bagging and boosting
S Kotsiantis, P Pintelas
International Journal of Computational Intelligence 1 (4), 324-333, 2004
2152004
Mixture of expert agents for handling imbalanced data sets
SB Kotsiantis, PE Pintelas
Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003
2012003
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
174*2021
Ensemble deep learning models for forecasting cryptocurrency time-series
IE Livieris, E Pintelas, S Stavroyiannis, P Pintelas
Algorithms 13 (5), 121, 2020
1742020
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
1572020
Predicting students marks in hellenic open university
SB Kotsiantis, PE Pintelas
fifth IEEE international conference on advanced learning technologies (ICALT …, 2005
1432005
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
1242019
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
942020
Logitboost of simple bayesian classifier
SB Kotsiantis
Informatica 29 (1), 2005
932005
Feature selection for regression problems
M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas
Proceedings of the 8th Hellenic European Research on Computer Mathematics …, 2007
902007
Special issue on ensemble learning and applications
P Pintelas, IE Livieris
Algorithms 13 (6), 140, 2020
802020
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