Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams

Author:

Amarasinghe Pivithuru1ORCID,Pham Diem12ORCID,Tran Binh1ORCID,Nguyen Su3ORCID,Sun Yuan1ORCID,Alahakoon Damminda1ORCID

Affiliation:

1. La Trobe University, Melbourne, Australia

2. Can Tho University, Melbourne, Australia

3. RMIT University, Melbourne, Australia

Publisher

ACM

Reference49 articles.

1. Ala' M Al-Zoubi, Ali Asghar Heidari, Maria Habib, Hossam Faris, Ibrahim Aljarah, and Mohammad A Hassonah. 2020. Salp chain-based optimization of support vector machines and feature weighting for medical diagnostic information systems. Evolutionary machine learning techniques: algorithms and applications (2020), 11--34.

2. Particle Swarm Optimization-Based Feature Weighting for Improving Intelligent Phishing Website Detection

3. jMetalPy: A Python framework for multi-objective optimization with metaheuristics

4. Learning from Time-Changing Data with Adaptive Windowing

5. Toon Calders, Faisal Kamiran, and Mykola Pechenizkiy. [n. d.]. Building classifiers with independency constraints. In 2009 IEEE International Conference on Data Mining Workshops. 13--18.

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