59 citations · 97 across the 8 of their papers we have counts for
8 papers
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams
Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran +3
This paper introduces a novel approach, evolutionary multi-objective optimisation for fairness-aware self-adjusting memory classifiers, designed to enhance fairness in machine lear…
Language Models for Business Optimisation with a Real World Case Study in Production Scheduling
Pivithuru Thejan Amarasinghe, Su Nguyen, Yuan Sun +1
Business optimisation has been used extensively to determine optimal solutions for challenging business operations. Problem formulation is an important part of business optimisatio…
Hyperseed: Unsupervised Learning with Vector Symbolic Architectures
Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri +4
Motivated by recent innovations in biologically-inspired neuromorphic hardware, this article presents a novel unsupervised machine learning algorithm named Hyperseed that draws on…
An Artificial Intelligence Life Cycle: From Conception to Production
Daswin De Silva, Damminda Alahakoon
Drawing on our experience of more than a decade of AI in academic research, technology development, industry engagement, postgraduate teaching, doctoral supervision and organisatio…
An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets
Thimal Kempitiya, Seppo Sierla, Daswin De Silva +3
The global ambitions of a carbon-neutral society necessitate a stable and robust smart grid that capitalises on frequency reserves of renewable energy. Frequency reserves are resou…
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa +5
People express their opinions and emotions freely in social media posts and online reviews that contain valuable feedback for multiple stakeholders such as businesses and political…
Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics
Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa +5
Social media has gained an immense popularity over the last decade. People tend to express opinions about their daily encounters on social media freely. These daily encounters incl…
Automatic event detection in microblogs using incremental machine learning
Tharindu Rukshan Bandaragoda, Daswin De Silva, Damminda Alahakoon
The global popularity of microblogs has led to an increasing accumulation of large volumes of text data on microblogging platforms such as Twitter. These corpora are untapped resou…