Christos K. Aridas

Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning

Guillaume Lemaître, Fernando Nogueira, Christos K. Aridas · arXiv (Cornell University) · 2016 · 1.6K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced\n Datasets in Machine Learning

Guillaume Lemaître, Fernando Nogueira, Christos K. Aridas · arXiv (Cornell University) · 2016 · 1.4K citations · Full text

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

Christos K. Aridas, Stamatis Karlos, Vasileios G. Kanas et al. · IEEE Access · 2019 · 56 citations · Full text

Engineering, Machine Learning, Imbalanced Data Sets +20

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

Nikos Fazakis, Vasileios G. Kanas, Christos K. Aridas et al. · Entropy · 2019 · 22 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes

Stamatis Karlos, Christos K. Aridas, Vasileios G. Kanas et al. · Neural Computing and Applications · 2021 · 13 citations

Audio Mining, Engineering, Machine Learning +14