Sotiris Kotsiantis
University of Patras(GR)Hellenic Open University(GR)
Publications by Year
Research Areas
Machine Learning and Data Classification, Imbalanced Data Classification Techniques, Online Learning and Analytics, Face and Expression Recognition, Anomaly Detection Techniques and Applications
Most-Cited Works
- Supervised Machine Learning: A Review of Classification Techniques(2007)
- → Explainable AI: A Review of Machine Learning Interpretability Methods(2020)2,595 cited
- → Machine learning: a review of classification and combining techniques(2006)1,515 cited
- → Decision trees: a recent overview(2011)1,511 cited
- Handling imbalanced datasets: A review(2006)
- → Data Preprocessing For Supervised Leaning(2007)643 cited
- Text Classification Using Machine Learning Techniques(2005)
- Association Rules Mining: A Recent Overview(2008)
- → PREDICTING STUDENTS' PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES(2004)302 cited