Predicting and Interpreting Students’ Grades in Distance Higher Education through a Semi-Regression Method

by Stamatis Karlos, Georgios Kostopoulos, Sotiris Kotsiantis
Published 2020-11-01

Investigation of Combining Logitboost(M5P) under Active Learning Classification Tasks

by Vangjel Kazllarof, Stamatis Karlos, Sotiris Kotsiantis
Published 2020-11-01

A Soft-Voting Ensemble Based Co-Training Scheme Using Static Selection for Binary Classification Problems

by Stamatis Karlos, Georgios Kostopoulos, Sotiris Kotsiantis
Published 2020-01-01

Self-Trained LMT for Semisupervised Learning

by Nikos Fazakis, Stamatis Karlos, Sotiris Kotsiantis, Kyriakos Sgarbas
Published 2016-01-01

A Semisupervised Cascade Classification Algorithm

by Stamatis Karlos, Nikos Fazakis, Sotiris Kotsiantis, Kyriakos Sgarbas
Published 2016-01-01

Combination of Active Learning and Semi-Supervised Learning under a Self-Training Scheme

by Nikos Fazakis, Vasileios G. Kanas, Christos K. Aridas, Stamatis Karlos, Sotiris Kotsiantis
Published 2019-10-01

Uncertainty Based Under-Sampling for Learning Naive Bayes Classifiers Under Imbalanced Data Sets

by Christos K. Aridas, Stamatis Karlos, Vasileios G. Kanas, Nikos Fazakis, Sotiris B. Kotsiantis
Published 2020-01-01