Sotiris Kotsiantis
Sotiris Kotsiantis
Assistant Professor, Department of Mathematics, University of Patras, Greece
Verified email at math.upatras.gr - Homepage
Title
Cited by
Cited by
Year
Supervised machine learning: a review of classification techniques.
SB Kotsiantis
Informatica (03505596) 31 (3), 2007
44822007
Machine learning: a review of classification and combining techniques
SB Kotsiantis, ID Zaharakis, PE Pintelas
Artificial Intelligence Review 26 (3), 159-190, 2006
7802006
Handling imbalanced datasets: A review
S Kotsiantis, D Kanellopoulos, P Pintelas
GESTS International Transactions on Computer Science and Engineering 30 (1 …, 2006
7362006
Data preprocessing for supervised leaning
SB Kotsiantis, D Kanellopoulos, PE Pintelas
International Journal of Computer Science 1 (2), 111-117, 2006
7042006
Association rules mining: A recent overview
S Kotsiantis, D Kanellopoulos
GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006
6882006
Discretization techniques: A recent survey
S Kotsiantis, D Kanellopoulos
GESTS International Transactions on Computer Science and Engineering 32 (1 …, 2006
4562006
Text classification using machine learning techniques.
M Ikonomakis, S Kotsiantis, V Tampakas
WSEAS Transactions on Computers 4 (8), 966-974, 2005
4262005
Decision trees: a recent overview
SB Kotsiantis
Artificial Intelligence Review 39 (4), 261-283, 2013
3902013
Recent advances in clustering: A brief survey
S Kotsiantis, P Pintelas
WSEAS Transactions on Information Science and Applications 1 (1), 73-81, 2004
2732004
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
2442003
PREDICTING STUDENTS'PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES
S Kotsiantis, C Pierrakeas, P Pintelas
Applied Artificial Intelligence 18 (5), 411-426, 2004
2302004
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
1812006
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
1642010
Mixture of expert agents for handling imbalanced data sets
SB Kotsiantis, PE Pintelas
Annals of Mathematics, Computing & Teleinformatics 1 (1), 46-55, 2003
1502003
Use of machine learning techniques for educational proposes: a decision support system for forecasting students’ grades
SB Kotsiantis
Artificial Intelligence Review 37 (4), 331-344, 2012
1392012
Combining bagging and boosting
SB Kotsiantis, PE Pintelas
International Journal of Computational Intelligence 1 (4), 324-333, 2004
1382004
Combining bagging, boosting, rotation forest and random subspace methods
S Kotsiantis
Artificial Intelligence Review 35 (3), 223-240, 2011
1152011
Feature selection for regression problems
M Karagiannopoulos, D Anyfantis, SB Kotsiantis, PE Pintelas
Proceedings of HERCMA’07, 2007
113*2007
Predicting students marks in hellenic open university
SB Kotsiantis, PE Pintelas
Advanced Learning Technologies, 2005. ICALT 2005. Fifth IEEE International …, 2005
1042005
Educational data mining: a case study for predicting dropout-prone students
S Kotsiantis
International Journal of Knowledge Engineering and Soft Data Paradigms 1 (2 …, 2009
802009
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