Search Results for author: Pivithuru Thejan Amarasinghe

Found 2 papers, 0 papers with code

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

no code implementations18 Apr 2024 Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon

This paper introduces a novel approach, evolutionary multi-objective optimisation for fairness-aware self-adjusting memory classifiers, designed to enhance fairness in machine learning algorithms applied to data stream classification.

Decision Making Fairness

AI-Copilot for Business Optimisation: A Framework and A Case Study in Production Scheduling

no code implementations22 Sep 2023 Pivithuru Thejan Amarasinghe, Su Nguyen, Yuan Sun, Damminda Alahakoon

However, developing an LLM for problem formulation is challenging, due to training data, token limitations, and lack of appropriate performance metrics.

Prompt Engineering Scheduling

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