Παρακολούθηση
Sotiris Kotsiantis
Sotiris Kotsiantis
Associate Professor, Department of Mathematics, University of Patras, Greece
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα math.upatras.gr - Αρχική σελίδα
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Παρατίθεται από
Παρατίθεται από
Έτος
Supervised machine learning: a review of classification techniques.
SB Kotsiantis
Informatica (03505596) 31 (3), 2007
79772007
Explainable AI: A Review of Machine Learning Interpretability Methods
P Linardatos, V Papastefanopoulos, S Kotsiantis
Entropy 23 (1), 18, 2021
24642021
Machine learning: a review of classification and combining techniques
SB Kotsiantis, ID Zaharakis, PE Pintelas
Artificial Intelligence Review 26 (3), 159-190, 2006
18732006
Decision trees: a recent overview
SB Kotsiantis
Artificial Intelligence Review 39 (4), 261-283, 2013
17592013
Data preprocessing for supervised leaning
SB Kotsiantis, D Kanellopoulos, PE Pintelas
International Journal of Computer Science 1 (2), 111-117, 2006
16602006
Handling imbalanced datasets: A review
S Kotsiantis, D Kanellopoulos, P Pintelas
GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006
14832006
Association rules mining: A recent overview
S Kotsiantis, D Kanellopoulos
GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006
8932006
Text classification using machine learning techniques.
M Ikonomakis, S Kotsiantis, V Tampakas
WSEAS Transactions on Computers 4 (8), 966-974, 2005
8282005
Discretization techniques: A recent survey
S Kotsiantis, D Kanellopoulos
GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006
6402006
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES
S Kotsiantis, C Pierrakeas, P Pintelas
Applied Artificial Intelligence 18 (5), 411-426, 2004
4412004
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
3912003
Recent advances in clustering: A brief survey
S Kotsiantis, P Pintelas
WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004
3252004
Use of machine learning techniques for educational proposes: a decision support system for forecasting students’ grades
SB Kotsiantis
Artificial Intelligence Review 37, 331-344, 2012
3102012
Forecasting fraudulent financial statements using data mining
S Kotsiantis, E Koumanakos, D Tzelepis, V Tampakas
International Journal of Computational Intelligence 3 (2), 104-110, 2006
2982006
Feature selection for regression problems
M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas
Proceedings of HERCMA’07, 2007
268*2007
A combinational incremental ensemble of classifiers as a technique for predicting students’ performance in distance education
S Kotsiantis, K Patriarcheas, M Xenos
Knowledge-Based Systems 23 (6), 529-535, 2010
2552010
COVID-19: A Comparison of Time Series Methods to Forecast Percentage of Active Cases per Population
V Papastefanopoulos, P Linardatos, S Kotsiantis
Applied Sciences 10 (11), 3880, 2020
2172020
Combining bagging and boosting
SB Kotsiantis, PE Pintelas
International Journal of Mathematical and Computational Sciences 1 (8), 372-381, 2007
2172007
Data preprocessing in predictive data mining
SAN Alexandropoulos, SB Kotsiantis, MN Vrahatis
The Knowledge Engineering Review 34, e1, 2019
2022019
Mixture of expert agents for handling imbalanced data sets
SB Kotsiantis, PE Pintelas
Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003
2022003
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