| 2024 | GECCO | Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. | Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon |
| 2024 | HSI | Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies. | Prasad Hettiarachchi, Isuru Senadheera, Rashmika Nawaratne, Brendon Haslam, Damminda Alahakoon, Leeanne Carey |
| 2024 | HSI | Causal Reasoning in Large Language Models using Causal Graph Retrieval Augmented Generation. | Chamod Samarajeewa, Daswin De Silva, Evgeny Osipov, Damminda Alahakoon, Milos Manic |
| 2023 | IECON | EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion. | Prabod Rathnayaka, Gihan Gamage, Daswin De Silva, Damminda Alahakoon, Milos Manic |
| 2022 | HSI | Cooee: An Artificial Intelligence Chatbot for Complex Energy Environments. | Gihan Gamage, Nishan Mills, Prabod Rathnayaka, Andrew Jennings, Damminda Alahakoon |
| 2022 | HSI | A BERT-based Idiom Detection Model. | Gihan Gamage, Daswin De Silva, Achini Adikari, Damminda Alahakoon |
| 2022 | HSI | Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting. | Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings |
| 2022 | HSI | Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming. | Thimal Kempitiya, Daswin De Silva, Ebonie Rio, Richard Skarbez, Damminda Alahakoon |
| 2022 | HSI | Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing. | Harsha Moraliyage, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon |
| 2022 | HSI | Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence. | Kirishnni Prabagar, Kogul Srikandabala, Nilaan Loganathan, Daswin De Silva, Gihan Gamage, Prabod Rathnayaka, Amal Shehan Perera, Damminda Alahakoon |
| 2022 | HSI | UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting. | Shashini Wimalaratne, Dilantha Haputhanthri, Sachin Kahawala, Gihan Gamage, Damminda Alahakoon, Andrew Jennings |
| 2022 | IJCNN | Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. | Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon |
| 2022 | IJCNN | Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. | Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov |
| 2022 | IVCNZ | Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance. | Jinrong Wu, Su Nguyen, Damminda Alahakoon |
| 2021 | IECON | Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. | Madhavi Gayathri, Amanda Ariyaratne, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon, Vishaka Nanayakkara, Evgeny Osipov, Xinghuo Yu |
| 2020 | CEC | Dynamic Self-Organising Swarm for Unsupervised Prototype Generation. | Su Nguyen, Binh Tran, Damminda Alahakoon |
| 2020 | ETFA | A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments. | Ishara Madhavi, Sadil Chamishka, Rashmika Nawaratne, Vishaka Nanayakkara, Damminda Alahakoon, Daswin De Silva |
| 2019 | IJCNN | Integer Self-Organizing Maps for Digital Hardware. | Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Damminda Alahakoon |
| 2019 | INDIN | A Cognitive Model for Emotion Awareness in Industrial Chatbots. | Achini Adikari, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu |
| 2019 | INDIN | HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. | Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu |
| 2018 | GECCO | Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling. | Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon |
| 2018 | IECON | Bio-Inspired Multisensory Fusion for Autonomous Robots. | Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu |
| 2018 | IECON | Intelligent Detection of Driver Behavior Changes for Effective Coordination Between Autonomous and Human Driven Vehicles. | Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu |
| 2017 | IECON | Apache spark based distributed self-organizing map algorithm for sensor data analysis. | Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu |
| 2017 | IECON | A cognitive data stream mining technique for context-aware IoT systems. | Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu |
| 2017 | IECON | Incremental knowledge acquisition and self-learning for autonomous video surveillance. | Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu |
| 2016 | IJCNN | Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering. | Nilupulee Nathawitharana, Damminda Alahakoon, Daswin De Silva |
| 2016 | IECON | A data fusion technique for smart home energy management and analysis. | Daswin De Silva, Damminda Alahakoon, Xinghuo Yu |
| 2015 | AusDM | Improving Bridge Deterioration Modelling Using Rainfall Data from the Bureau of Meteorology. | Qing Huang, Kok-Leong Ong, Damminda Alahakoon |
| 2015 | IDA | Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps. | Thilina Rathnayake, Maheshakya Wijewardena, Thimal Kempitiya, Kevin Rathnasekara, Thushan Ganegedara, Amal Shehan Perera, Damminda Alahakoon |
| 2014 | ICONIP | Improving Quantization Quality in Brain-Inspired Self-organization for Non-stationary Data Spaces. | Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon |
| 2014 | ICONIP | A Novel Architecture for Capturing Discrete Sequences Using Self-organizing Maps. | Manjusri Ishwara, Jayantha Rajapakse, Damminda Alahakoon |
| 2014 | IJCNN | Extending dynamic SOMs to capture incremental changes in data. | K. M. T. V. Ganegedara, Lasindu C. Vidana Pathiranage, U. A. R. Ruwan Gunarathna, Buddhima S. Wijeweera, Amal Shehan Perera, Damminda Alahakoon |
| 2013 | IJCNN | The adaptive suffix tree: A space efficient sequence learning algorithm. | Upuli Gunasinghe, Damminda Alahakoon |
| 2013 | IJCNN | Brain-inspired self-organizing model for incremental learning. | Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon |
| 2013 | IJCNN | A scalable and dynamic self-organizing map for clustering large volumes of text data. | Sumith Matharage, Hiran Ganegedara, Damminda Alahakoon |
| 2012 | ICONIP | Understanding Individual Play Sequences Using Growing Self Organizing Maps. | Manjusri Wickramasinghe, Jayantha Rajapakse, Damminda Alahakoon |
| 2012 | IJCNN | Redundancy reduction in self-organising map merging for scalable data clustering. | Hiran Ganegedara, Damminda Alahakoon |
| 2012 | IJCNN | Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections. | Hiran Ganegedara, Damminda Alahakoon, John Mashford, Andrew P. Paplinski, Karsten Mller, Thomas Martin Deserno |
| 2012 | IJCNN | Sequence learning using the adaptive suffix trie algorithm. | Upuli Gunasinghe, Damminda Alahakoon |
| 2012 | IJCNN | A sequence based dynamic SOM model for text clustering. | Upuli Gunasinghe, Sumith Matharage, Damminda Alahakoon |
| 2012 | PRICAI | Investigating Individual Decision Making Patterns in Games Using Growing Self Organizing Maps. | Manjusri Wickramasinghe, Jayantha Rajapakse, Damminda Alahakoon |
| 2011 | CIDM | GSOM sequence: An unsupervised dynamic approach for knowledge discovery in temporal data. | Asanka Fonseka, Damminda Alahakoon, Susan E. Bedingfield |
| 2011 | GRC | Identifying multi-view patterns with hierarchy and granularity based multimodal (HGM) cogntive model. | Yee Ling Boo, Damminda Alahakoon |
| 2011 | ICONIP | A Dynamic Unsupervised Laterally Connected Neural Network Architecture for Integrative Pattern Discovery. | Asanka Fonseka, Damminda Alahakoon, Jayantha Rajapakse |
| 2011 | ICONIP | Scalable Data Clustering: A Sammon's Projection Based Technique for Merging GSOMs. | Hiran Ganegedara, Damminda Alahakoon |
| 2011 | ICONIP | Fast Growing Self Organizing Map for Text Clustering. | Sumith Matharage, Damminda Alahakoon, Jayantha Rajapakse, Pin Huang |
| 2011 | ISDA | Clusters driven implementation of a brain inspired model for multi-view pattern identifications. | Yee Ling Boo, Damminda Alahakoon |
| 2010 | IJCNN | Incremental knowledge acquisition and self learning from text. | Daswin De Silva, Damminda Alahakoon |
| 2006 | ICONIP | Clustering Massive High Dimensional Data with Dynamic Feature Maps. | Rasika Amarasiri, Damminda Alahakoon, Kate Smith-Miles |
| 2006 | ISDA | Intelligent Agents with Reinforcement Learning and Fuzzy logic for Intention commitment Modeling. | Prasanna Lokuge, Damminda Alahakoon |
| 2005 | AINA | Reinforcement Learning in Neuro BDI Agents for Achieving Agent's Intentions in Vessel Berthing Applications. | Prasanna Lokuge, Damminda Alahakoon |
| 2005 | FlAIRS | An Extended BDI Agent Architecture with Multiple Intention Reconsideration Ability in a Vessel Berthing Application. | Prasanna Lokuge, Damminda Alahakoon |
| 2005 | ICMLA | Exploratory data mining lead by text mining using a novel high dimensional clustering algorithm. | Rasika Amarasiri, Jason Ceddia, Damminda Alahakoon |
| 2005 | KES | Shared Learning Vector Quantization in a New Agent Architecture for Intelligent Deliberation. | Prasanna Lokuge, Damminda Alahakoon |
| 2004 | AINA | Collaborative Neuro-BDI Agents in Container Terminals. | Prasanna Lokuge, Damminda Alahakoon, Parakrama Dissanayake |
| 2004 | HIS | A Hybrid Decision Support System Model for Disaster Management. | Sohail Asghar, Damminda Alahakoon, Leonid Churilov |
| 2004 | HIS | A Motivation Based Behavior in Hybrid Intelligent Agents for Intention Reconsideration Process in Vessel Berthing Applications. | Prasanna Lokuge, Damminda Alahakoon |
| 2004 | ICONIP | BDI Agents Using Neural Network and Adaptive Neuro Fuzzy Inference for Intelligent Planning in Container Terminals. | Prasanna Lokuge, Damminda Alahakoon |
| 2003 | DAIS | A-GATE: A System of Relay and Translation Gateways for Communication among Heterogeneous Agents in Ad Hoc Wireless Environments. | Leelani Kumari Wickramasinghe, Seng Wai Loke, Arkady B. Zaslavsky, Damminda Alahakoon |
| 2003 | HIS | Applying Dynamic Self Organizing Maps for Identifying Changes in Data Sequences. | Rasika Amarasiri, Damminda Alahakoon |
| 2003 | HIS | A Hybrid Neural Network Based DBMS System for Enhanced Functionality. | Sohail Asghar, Damminda Alahakoon |
| 2003 | ICCS | Improved Web Searching through Neural Network Based Index Generation. | Xiaozhe Wang, Damminda Alahakoon, Kate A. Smith |
| 1998 | ICONIP | A Structure Adapting Feature Map for Optimal Cluster Representation. | Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan |
| 1998 | SMC | A self-growing cluster development approach to data mining. | Damminda Alahakoon, Saman K. Halgamuge, B. Srinivasan |