Damminda Alahakoon

166 papers A 3B 20C 28Misc 6Journal 67Unranked 37

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An explainable lightweight parallel depth-wise separable model for lung infection detection from chest X-rays. Neural Comput. Appl. Hafsa Binte Kibria, Md. Ali Hossain, Shazia Rehman, Damminda Alahakoon, Md Anisur Rahman
2025	J	`jnl`	Optimization and Management of Data Center Networks: A Scoping Review on Key Themes, Challenges, and Artificial Intelligence and Machine Learning Approaches. IEEE Access Kogul Srikandabala, Kirishnni Prabagar, Shalinka Jayatilleke, Pearlie Zhang, Richard Ellerbrock, Sean Rinas, Daswin De Silva, Damminda Alahakoon
2024	—	`conf`	Addressing the Productivity Paradox in Healthcare with Retrieval Augmented Generative AI Chatbots. ICIT Sajani Ranasinghe, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic, Yen Lim, Weranja Ranasinghe
2024	C	`conf`	Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies. HSI Prasad Hettiarachchi, Isuru Senadheera, Rashmika Nawaratne, Brendon Haslam, Damminda Alahakoon, Leeanne Carey
2024	C	`conf`	Causal Reasoning in Large Language Models using Causal Graph Retrieval Augmented Generation. HSI Chamod Samarajeewa, Daswin De Silva, Evgeny Osipov, Damminda Alahakoon, Milos Manic
2024	J	`jnl`	Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis. J. Big Data Gihan Gamage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic
2024	A	`conf`	Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. GECCO Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
2024	J	`jnl`	Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. CoRR Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
2024	J	`jnl`	Fairness optimisation with multi-objective swarms for explainable classifiers on data streams. Complex Intell. Syst. Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon, Mengjie Zhang
2024	J	`jnl`	Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings. Sensors Vidura Sumanasena, Heshan Fernando, Daswin De Silva, Beniel Thileepan, Amila Pasan, Jayathu Samarawickrama, Evgeny Osipov, Damminda Alahakoon
2024	J	`jnl`	Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. IEEE Trans. Neural Networks Learn. Syst. Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
2024	—	`conf`	Multi-Agent RAG Chatbot Architecture for Decision Support in Net-Zero Emission Energy Systems. ICIT Gihan Gamage, Nishan Mills, Daswin De Silva, Milos Manic, Harsha Moraliyage, Andrew Jennings, Damminda Alahakoon
2023	—	`conf`	A Cybersecurity Framework for Home Energy Management Systems using Artificial Intelligence. ISIE Lakshitha Gunasekara, Harsha Moraliyage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Andrew Jennings, Milos Manic
2023	J	`jnl`	AI-Copilot for Business Optimisation: A Framework and A Case Study in Production Scheduling. CoRR Pivithuru Thejan Amarasinghe, Su Nguyen, Yuan Sun, Damminda Alahakoon
2023	—	`conf`	Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI. ISIE Gihan Gamage, Sachin Kahawala, Nishan Mills, Daswin De Silva, Milos Manic, Damminda Alahakoon, Andrew Jennings
2023	J	`jnl`	Building interpretable predictive models with context-aware evolutionary learning. Appl. Soft Comput. Binh Tran, Chamika Sudusinghe, Su Nguyen, Damminda Alahakoon
2023	—	`conf`	ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots. ICIT Daswin De Silva, Nishan Mills, Mona El-Ayoubi, Milos Manic, Damminda Alahakoon
2023	C	`conf`	EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion. IECON Prabod Rathnayaka, Gihan Gamage, Daswin De Silva, Damminda Alahakoon, Milos Manic
2023	J	`jnl`	Habitual Physical Activity of People with or at Risk of Diabetes-Related Foot Complications. Sensors Byron M. Perrin, Dimitri Diacogiorgis, Courtney Sullivan, James Gerrard, Isabelle Skinner, Timothy C. Skinner, Rashmika Nawaratne, Damminda Alahakoon, Michael Kingsley
2023	J	`jnl`	Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities. Inf. Syst. Frontiers Damminda Alahakoon, Rashmika Nawaratne, Yan Xu, Daswin De Silva, Uthayasankar Sivarajah, Bhumika Gupta
2022	C	`conf`	A BERT-based Idiom Detection Model. HSI Gihan Gamage, Daswin De Silva, Achini Adikari, Damminda Alahakoon
2022	J	`jnl`	A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. Sensors Prabod Rathnayaka, Nishan Mills, Donna Burnett, Daswin De Silva, Damminda Alahakoon, Richard Gray
2022	J	`jnl`	A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions. Sensors Harsha Moraliyage, Sanoshi Dahanayake, Daswin De Silva, Nishan Mills, Prabod Rathnayaka, Su Nguyen, Damminda Alahakoon, Andrew Jennings
2022	J	`jnl`	A social media analytics perspective for human-oriented smart city planning and management. J. Assoc. Inf. Sci. Technol. Shah Jahan Miah, Huy Quan Vu, Damminda Alahakoon
2022	J	`jnl`	A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling. Multim. Tools Appl. Sadil Chamishka, Ishara Madhavi, Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti, Vishaka Nanayakkara
2022	J	`jnl`	An artificial intelligence life cycle: From conception to production. Patterns Daswin De Silva, Damminda Alahakoon
2022	J	`jnl`	Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming. IEEE Trans. Cybern. Su Nguyen, Dhananjay R. Thiruvady, Mengjie Zhang, Damminda Alahakoon
2022	C	`conf`	Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting. HSI Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings
2022	C	`conf`	Cooee: An Artificial Intelligence Chatbot for Complex Energy Environments. HSI Gihan Gamage, Nishan Mills, Prabod Rathnayaka, Andrew Jennings, Damminda Alahakoon
2022	J	`jnl`	Empathic conversational agents for real-time monitoring and co-facilitation of patient-centered healthcare. Future Gener. Comput. Syst. Achini Adikari, Daswin De Silva, Harsha Moraliyage, Damminda Alahakoon, Jiahui Wong, Mathew Gancarz, Suja Chackochan, Bomi Park, Rachel Heo, Yvonne Leung
2022	B	`conf`	Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. IJCNN Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon
2022	C	`conf`	Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing. HSI Harsha Moraliyage, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon
2022	Misc	`conf`	Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance. IVCNZ Jinrong Wu, Su Nguyen, Damminda Alahakoon
2022	Misc	`conf`	Fairness Aware Swarm-based Machine Learning for Data Streams. AI Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon
2022	C	`conf`	Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence. HSI Kirishnni Prabagar, Kogul Srikandabala, Nilaan Loganathan, Daswin De Silva, Gihan Gamage, Prabod Rathnayaka, Amal Shehan Perera, Damminda Alahakoon
2022	J	`jnl`	Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning. IEEE Access Harsha Moraliyage, Vidura Sumanasena, Daswin De Silva, Rashmika Nawaratne, Lina Sun, Damminda Alahakoon
2022	B	`conf`	Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. IJCNN Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov
2022	C	`conf`	Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming. HSI Thimal Kempitiya, Daswin De Silva, Ebonie Rio, Richard Skarbez, Damminda Alahakoon
2022	C	`conf`	UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting. HSI Shashini Wimalaratne, Dilantha Haputhanthri, Sachin Kahawala, Gihan Gamage, Damminda Alahakoon, Andrew Jennings
2021	J	`jnl`	A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web. Future Gener. Comput. Syst. Achini Adikari, Gihan Gamage, Daswin De Silva, Nishan Mills, Sze-Meng Jojo Wong, Damminda Alahakoon
2021	—	`conf`	Advancing an Artificial Intelligence Ethics Framework for Operator 4.0 in Sustainable Factory Automation. SOHOMA Donna Burnett, Nicole El-Haber, Damminda Alahakoon, Stamatis Karnouskos, Daswin De Silva
2021	J	`jnl`	An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets. CoRR Thimal Kempitiya, Seppo A. Sierla, Daswin De Silva, Matti Yli-Ojanperä, Damminda Alahakoon, Valeriy Vyatkin
2021	J	`jnl`	An Artificial Intelligence Life Cycle: From Conception to Production. CoRR Daswin De Silva, Damminda Alahakoon
2021	J	`jnl`	Continuous detection of concept drift in industrial cyber-physical systems using closed loop incremental machine learning. Discov. Artif. Intell. Dinithi Jayaratne, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
2021	J	`jnl`	HyperSeed: Unsupervised Learning with Vector Symbolic Architectures. CoRR Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko
2021	C	`conf`	Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. IECON Madhavi Gayathri, Amanda Ariyaratne, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon, Vishaka Nanayakkara, Evgeny Osipov, Xinghuo Yu
2021	J	`jnl`	Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things. IEEE Access Vivek Christopher, Tharmasanthiran Aathman, Kayathiri Mahendrakumaran, Rashmika Nawaratne, Daswin De Silva, Vishaka Nanayakkara, Damminda Alahakoon
2021	J	`jnl`	People-Centric Evolutionary System for Dynamic Production Scheduling. IEEE Trans. Cybern. Su Nguyen, Mengjie Zhang, Damminda Alahakoon, Kay Chen Tan
2021	J	`jnl`	Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps. J. Real Time Image Process. Pawara Gunawardena, Oshada Amila, Heshan Sudarshana, Rashmika Nawaratne, Ashish Kr. Luhach, Damminda Alahakoon, Amal Shehan Perera, Charith Chitraranjan, Naveen K. Chilamkurti, Daswin De Silva
2021	J	`jnl`	Understanding Citizens' Emotional Pulse in a Smart City Using Artificial Intelligence. IEEE Trans. Ind. Informatics Achini Adikari, Damminda Alahakoon
2021	J	`jnl`	Unsupervised skill transfer learning for autonomous robots using distributed Growing Self Organizing Maps. Robotics Auton. Syst. Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva
2021	J	`jnl`	Value co-creation for open innovation: An evidence-based study of the data driven paradigm of social media using machine learning. Int. J. Inf. Manag. Data Insights Achini Adikari, Donna Burnett, Darshana Sedera, Daswin De Silva, Damminda Alahakoon
2020	C	`conf`	A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments. ETFA Ishara Madhavi, Sadil Chamishka, Rashmika Nawaratne, Vishaka Nanayakkara, Damminda Alahakoon, Daswin De Silva
2020	J	`jnl`	Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
2020	—	`conf`	Automated Detection of Social Roles in Online Communities using Deep Learning. ICSIM Piyumini Wijenayake, Daswin De Silva, Damminda Alahakoon, Saliya Kirigeeganage
2020	B	`conf`	Dynamic Self-Organising Swarm for Unsupervised Prototype Generation. CEC Su Nguyen, Binh Tran, Damminda Alahakoon
2020	J	`jnl`	GSIC: A New Interpretable System for Knowledge Exploration and Classification. IEEE Access Thanh-Phu Nguyen, Su Nguyen, Damminda Alahakoon, Van-Nam Huynh
2020	J	`jnl`	Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams. IEEE Internet Things J. Nishan Mills, Daswin De Silva, Damminda Alahakoon
2020	J	`jnl`	Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition. IEEE Trans. Ind. Informatics Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Harsha Kumara, Xinghuo Yu
2020	J	`jnl`	Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps. Multim. Tools Appl. Rashmika Nawaratne, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti
2020	J	`jnl`	Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance. IEEE Trans. Ind. Informatics Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
2020	J	`jnl`	Swarm-Based Machine Learning Algorithm for Building Interpretable Classifiers. IEEE Access Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon
2019	C	`conf`	A Cognitive Model for Emotion Awareness in Industrial Chatbots. INDIN Achini Adikari, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
2019	J	`jnl`	A data integration platform for patient-centered e-healthcare and clinical decision support. Future Gener. Comput. Syst. Madhura Jayaratne, Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Brian Devitt, Kate E. Webster, Naveen K. Chilamkurti
2019	J	`jnl`	A hybrid differential evolution algorithm with column generation for resource constrained job scheduling. Comput. Oper. Res. Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon
2019	J	`jnl`	Discovering the influence of sarcasm in social media responses. WIREs Data Mining Knowl. Discov. Wei Peng, Achini Adikari, Damminda Alahakoon, John S. Gero
2019	—	`conf`	Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing. Ershov Informatics Conference Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Valeriy Vyatkin, Damminda Alahakoon
2019	J	`jnl`	Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs. CoRR Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
2019	C	`conf`	HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. INDIN Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
2019	B	`conf`	Integer Self-Organizing Maps for Digital Hardware. IJCNN Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Damminda Alahakoon
2019	J	`jnl`	Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera
2019	—	`conf`	Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing. ITSC Tharindu R. Bandaragoda, Daswin De Silva, Denis Kleyko, Evgeny Osipov, Urban Wiklund, Damminda Alahakoon
2019	J	`jnl`	Unsupervised Machine Learning Based Scalable Fusion for Active Perception. IEEE Trans Autom. Sci. Eng. Madhura Jayaratne, Daswin De Silva, Damminda Alahakoon
2018	J	`jnl`	An Extended Cognitive Situation Model for Capturing Subjective Dynamics of Events from Social Media. Australas. J. Inf. Syst. Yujie Wang, Damminda Alahakoon, Daswin De Silva
2018	J	`jnl`	Automatic event detection in microblogs using incremental machine learning. CoRR Tharindu Rukshan Bandaragoda, Daswin De Silva, Damminda Alahakoon
2018	C	`conf`	Bio-Inspired Multisensory Fusion for Autonomous Robots. IECON Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
2018	J	`jnl`	Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics. CoRR Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
2018	A	`conf`	Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling. GECCO Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon
2018	C	`conf`	Intelligent Detection of Driver Behavior Changes for Effective Coordination Between Autonomous and Human Driven Vehicles. IECON Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
2018	J	`jnl`	Preface to the Special Section on Recent Advances in Social Media. Australas. J. Inf. Syst. Daswin De Silva, Susan E. Bedingfield, Damminda Alahakoon
2018	J	`jnl`	Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments. Future Gener. Comput. Syst. Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Prem Chhetri, Naveen K. Chilamkurti
2018	J	`jnl`	Text Mining for Personalized Knowledge Extraction From Online Support Groups. J. Assoc. Inf. Sci. Technol. Tharindu Rukshan Bandaragoda, Daswin De Silva, Damminda Alahakoon, Weranja Ranasinghe, Damien Bolton
2018	J	`jnl`	Visualizing the Evolution of Computer Programs for Genetic Programming [Research Frontier]. IEEE Comput. Intell. Mag. Su Nguyen, Mengjie Zhang, Damminda Alahakoon, Kay Chen Tan
2017	C	`conf`	A cognitive data stream mining technique for context-aware IoT systems. IECON Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
2017	—	`conf`	A multi-agent simulation framework for distributed generation with battery storage. ISIE Wei Peng, Peter Sokolowski, Ragini Patel, Xinghuo Yu, Damminda Alahakoon
2017	—	`ed.`	AI 2017: Advances in Artificial Intelligence - 30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings Australasian Conference on Artificial Intelligence Wei Peng, Damminda Alahakoon, Xiaodong Li
2017	C	`conf`	Apache spark based distributed self-organizing map algorithm for sensor data analysis. IECON Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
2017	J	`jnl`	Automatic event detection in microblogs using incremental machine learning. J. Assoc. Inf. Sci. Technol. Tharindu R. Bandaragoda, Daswin De Silva, Damminda Alahakoon
2017	C	`conf`	Incremental knowledge acquisition and self-learning for autonomous video surveillance. IECON Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu
2017	J	`jnl`	Towards Next Generation Rubrics: An Automated Assignment Feedback System. Australas. J. Inf. Syst. Nilupulee Nathawitharana, Qing Huang, Kok-Leong Ong, Peter Vitartas, Madhura Jayaratne, Damminda Alahakoon, Sarah Midford, Aleks Michalewicz, Gillian Sullivan Mort, Tanvir Ahmed
2016	C	`conf`	A data fusion technique for smart home energy management and analysis. IECON Daswin De Silva, Damminda Alahakoon, Xinghuo Yu
2016	J	`jnl`	Smart Electricity Meter Data Intelligence for Future Energy Systems: A Survey. IEEE Trans. Ind. Informatics Damminda Alahakoon, Xinghuo Yu
2016	B	`conf`	Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering. IJCNN Nilupulee Nathawitharana, Damminda Alahakoon, Daswin De Silva
2015	J	`jnl`	Business Analytics Editorial. Australas. J. Inf. Syst. Kok-Leong Ong, Damminda Alahakoon, Graeme G. Shanks
2015	—	`conf`	Heterogeneous data fusion with multiple kernel growing self organizing maps. SCAI Maheshakya Wijewardena, Thimal Kempitiya, Thilina Rathnayake, Kevin Rathnasekara, Thushan Ganegedara, Amal Shehan Perera, Damminda Alahakoon
2015	Misc	`conf`	Improving Bridge Deterioration Modelling Using Rainfall Data from the Bureau of Meteorology. AusDM Qing Huang, Kok-Leong Ong, Damminda Alahakoon
2015	J	`jnl`	Improving the Decision Value of Hierarchical Text Clustering Using Term Overlap Detection. Australas. J. Inf. Syst. Nilupulee Nathawitharana, Damminda Alahakoon, Sumith Matharage
2015	B	`conf`	Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps. IDA Thilina Rathnayake, Maheshakya Wijewardena, Thimal Kempitiya, Kevin Rathnasekara, Thushan Ganegedara, Amal Shehan Perera, Damminda Alahakoon
2014	—	`conf`	A Novel Architecture for Capturing Discrete Sequences Using Self-organizing Maps. ICONIP (1) Manjusri Ishwara, Jayantha Rajapakse, Damminda Alahakoon
2014	—	`ch.`	Building Multi-modal Crime Profiles with Growing Self Organising Maps. Computational Intelligence in Digital Forensics Yee Ling Boo, Damminda Alahakoon
2014	B	`conf`	Extending dynamic SOMs to capture incremental changes in data. IJCNN K. M. T. V. Ganegedara, Lasindu C. Vidana Pathiranage, U. A. R. Ruwan Gunarathna, Buddhima S. Wijeweera, Amal Shehan Perera, Damminda Alahakoon
2014	—	`conf`	Improving Quantization Quality in Brain-Inspired Self-organization for Non-stationary Data Spaces. ICONIP (1) Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon
2013	B	`conf`	A scalable and dynamic self-organizing map for clustering large volumes of text data. IJCNN Sumith Matharage, Hiran Ganegedara, Damminda Alahakoon
2013	—	`conf`	An enhancing dynamic self-organizing map for data clustering. ICCA Ting Wang, Xinghuo Yu, Damminda Alahakoon, Shumin Fei
2013	B	`conf`	Brain-inspired self-organizing model for incremental learning. IJCNN Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon
2013	B	`conf`	The adaptive suffix tree: A space efficient sequence learning algorithm. IJCNN Upuli Gunasinghe, Damminda Alahakoon
2012	B	`conf`	A sequence based dynamic SOM model for text clustering. IJCNN Upuli Gunasinghe, Sumith Matharage, Damminda Alahakoon
2012	B	`conf`	Investigating Individual Decision Making Patterns in Games Using Growing Self Organizing Maps. PRICAI Manjusri Wickramasinghe, Jayantha Rajapakse, Damminda Alahakoon
2012	B	`conf`	Redundancy reduction in self-organising map merging for scalable data clustering. IJCNN Hiran Ganegedara, Damminda Alahakoon
2012	B	`conf`	Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections. IJCNN Hiran Ganegedara, Damminda Alahakoon, John Mashford, Andrew P. Paplinski, Karsten Müller, Thomas Martin Deserno
2012	B	`conf`	Sequence learning using the adaptive suffix trie algorithm. IJCNN Upuli Gunasinghe, Damminda Alahakoon
2012	—	`conf`	Understanding Individual Play Sequences Using Growing Self Organizing Maps. ICONIP (1) Manjusri Wickramasinghe, Jayantha Rajapakse, Damminda Alahakoon
2011	J	`jnl`	A Data Mining Framework for Electricity Consumption Analysis From Meter Data. IEEE Trans. Ind. Informatics Daswin De Silva, Daswin Yu, Damminda Alahakoon, Grahame Holmes
2011	—	`conf`	A Dynamic Unsupervised Laterally Connected Neural Network Architecture for Integrative Pattern Discovery. ICONIP (2) Asanka Fonseka, Damminda Alahakoon, Jayantha Rajapakse
2011	—	`conf`	Analysing Stillbirth Data Using Dynamic Self Organizing Maps. DEXA Workshops Sumith Matharage, Oshadi Alahakoon, Damminda Alahakoon, S. Kapurubandara, R. Nayyar, M. Mukherji, U. Jagadish, S. Yim, I. Alahakoon
2011	C	`conf`	Clusters driven implementation of a brain inspired model for multi-view pattern identifications. ISDA Yee Ling Boo, Damminda Alahakoon
2011	—	`conf`	Fast Growing Self Organizing Map for Text Clustering. ICONIP (2) Sumith Matharage, Damminda Alahakoon, Jayantha Rajapakse, Pin Huang
2011	C	`conf`	GSOM sequence: An unsupervised dynamic approach for knowledge discovery in temporal data. CIDM Asanka Fonseka, Damminda Alahakoon, Susan E. Bedingfield
2011	Misc	`conf`	Identifying multi-view patterns with hierarchy and granularity based multimodal (HGM) cogntive model. GrC Yee Ling Boo, Damminda Alahakoon
2011	—	`conf`	Scalable Data Clustering: A Sammon's Projection Based Technique for Merging GSOMs. ICONIP (2) Hiran Ganegedara, Damminda Alahakoon
2011	—	`conf`	Self-Organizing Maps for Translating Health Care Knowledge: A Case Study in Diabetes Management. Australasian Conference on Artificial Intelligence Kumari Wickramasinghe, Damminda Alahakoon, Peter Schattner, Michael P. Georgeff
2010	J	`jnl`	Cluster identification and separation in the growing self-organizing map: application in protein sequence classification. Neural Comput. Appl. Norashikin Ahmad, Damminda Alahakoon, Rowena Chau
2010	B	`conf`	Incremental knowledge acquisition and self learning from text. IJCNN Daswin De Silva, Damminda Alahakoon
2009	—	`ch.`	Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning. Foundations of Computational Intelligence (1) Daswin De Silva, Damminda Alahakoon, Shyamali Dharmage
2009	—	`ch.`	Growing Self-Organizing Map for Online Continuous Clustering. Foundations of Computational Intelligence (4) Toby Smith, Damminda Alahakoon
2008	J	`jnl`	A modular subroutine selection process in disaster management based on a needs classification scheme. Int. J. Internet Enterp. Manag. Sohail Asghar, Damminda Alahakoon, Leonid Churilov
2008	J	`jnl`	Categorization of Disaster Decision Support Needs for the Development of an Integrated Model for Dmdss. Int. J. Inf. Technol. Decis. Mak. Sohail Asghar, Damminda Alahakoon, Leonid Churilov
2008	—	`conf`	Mining Multi-modal Crime Patterns at Different Levels of Granularity Using Hierarchical Clustering. CIMCA/IAWTIC/ISE Yee Ling Boo, Damminda Alahakoon
2007	—	`conf`	Exploring the Clinical Notes of Pathology Ordering by Australian General Practitioners: a text mining perspective. HICSS Zoe Yan Zhuang, Rasika Amarasiri, Leonid Churilov, Damminda Alahakoon, Ken Sikaris
2007	J	`jnl`	Improving the adaptability in automated vessel scheduling in container ports using intelligent software agents. Eur. J. Oper. Res. Prasanna Lokuge, Damminda Alahakoon
2006	J	`jnl`	An extended agent model embedded with "intelligent-deliberation" for improved performances in a container terminal application. Web Intell. Agent Syst. Prasanna Lokuge, Damminda Alahakoon
2006	—	`conf`	Batch implementation of Growing Self-Organizing Map. CIMCA/IAWTIC Yaohua Yu, Damminda Alahakoon
2006	—	`conf`	Clustering Massive High Dimensional Data with Dynamic Feature Maps. ICONIP (2) Rasika Amarasiri, Damminda Alahakoon, Kate Smith-Miles
2006	—	`conf`	Intelligent Agents with Reinforcement Learning and Fuzzy logic for Intention commitment Modeling. ISDA (2) Prasanna Lokuge, Damminda Alahakoon
2005	Misc	`conf`	An Extended BDI Agent Architecture with Multiple Intention Reconsideration Ability in a Vessel Berthing Application. FLAIRS Prasanna Lokuge, Damminda Alahakoon
2005	—	`conf`	Background Knowledge Driven Ontology Discovery. EEE Shan Chen, Damminda Alahakoon, Maria Indrawan
2005	—	`conf`	Building an Adaptive Hierarchy of Clusters for Text Data. CIMCA/IAWTIC Shan Chen, Damminda Alahakoon, Maria Indrawan
2005	C	`conf`	Exploratory data mining lead by text mining using a novel high dimensional clustering algorithm. ICMLA Rasika Amarasiri, Jason Ceddia, Damminda Alahakoon
2005	—	`conf`	HDGSOMr: A High Dimensional Growing Self-Organizing Map Using Randomness for Efficient Web and Text Mining. Web Intelligence Rasika Amarasiri, Damminda Alahakoon, Kate A. Smith, Malin Premaratne
2005	—	`conf`	Handling Multiple Events in Hybrid BDI Agents with Reinforcement Learning: A Container Application. ICEIS (2) Prasanna Lokuge, Damminda Alahakoon
2005	—	`ch.`	Monitoring Shift and Movement in Data using Dynamic Feature Maps. Classification and Clustering for Knowledge Discovery Damminda Alahakoon
2005	B	`conf`	Reinforcement Learning in Neuro BDI Agents for Achieving Agent's Intentions in Vessel Berthing Applications. AINA Prasanna Lokuge, Damminda Alahakoon
2005	—	`conf`	Shared Learning Vector Quantization in a New Agent Architecture for Intelligent Deliberation. KES (2) Prasanna Lokuge, Damminda Alahakoon
2004	C	`conf`	A Hybrid Decision Support System Model for Disaster Management. HIS Sohail Asghar, Damminda Alahakoon, Leonid Churilov
2004	C	`conf`	A Motivation Based Behavior in Hybrid Intelligent Agents for Intention Reconsideration Process in Vessel Berthing Applications. HIS Prasanna Lokuge, Damminda Alahakoon
2004	—	`conf`	Adaptive Agent Architecture Inspired by Human Behavior. IAT Leelani Kumari Wickramasinghe, Damminda Alahakoon
2004	B	`conf`	BDI Agents Using Neural Network and Adaptive Neuro Fuzzy Inference for Intelligent Planning in Container Terminals. ICONIP Prasanna Lokuge, Damminda Alahakoon
2004	—	`conf`	BDI Agents with Fuzzy Associative Memory for Vessel Berthing in Container Ports. ICEIS (2) Prasanna Lokuge, Damminda Alahakoon, Parakrama Dissanayake
2004	J	`jnl`	Building a cluster of intelligent, adaptive web sites. Neural Comput. Appl. Rasika Amarasiri, Damminda Alahakoon
2004	—	`conf`	Collaborative Neuro-BDI Agents in Container Terminals. AINA (2) Prasanna Lokuge, Damminda Alahakoon, Parakrama Dissanayake
2004	J	`jnl`	Controlling the spread of dynamic self-organising maps. Neural Comput. Appl. Damminda Alahakoon
2004	J	`jnl`	Enhancing OLAP functionality using neural networks. Neural Parallel Sci. Comput. Sohail Asghar, Damminda Alahakoon, Arthur L. Hsu
2004	A	`conf`	Hybrid BDI Agents with ANFIS in Identifying Goal Success Factor in a Container Terminal Application. AAMAS Prasanna Lokuge, Damminda Alahakoon
2004	—	`conf`	Hybrid BDI Agents with Improved Learning Capabilities for Adaptive Planning in a Container Terminal Application. IAT Prasanna Lokuge, Damminda Alahakoon
2004	J	`jnl`	Minority report in fraud detection: classification of skewed data. SIGKDD Explor. Clifton Phua, Damminda Alahakoon, Vincent C. S. Lee
2004	J	`jnl`	Special issue on 'Neural networks for enhanced intelligence'. Neural Comput. Appl. Damminda Alahakoon, Ajith Abraham, Lakhmi C. Jain
2003	C	`conf`	A Hybrid Neural Network Based DBMS System for Enhanced Functionality. HIS Sohail Asghar, Damminda Alahakoon
2003	C	`conf`	A-GATE: A System of Relay and Translation Gateways for Communication among Heterogeneous Agents in Ad Hoc Wireless Environments. DAIS Leelani Kumari Wickramasinghe, Seng Wai Loke, Arkady B. Zaslavsky, Damminda Alahakoon
2003	C	`conf`	Applying Dynamic Self Organizing Maps for Identifying Changes in Data Sequences. HIS Rasika Amarasiri, Damminda Alahakoon
2003	—	`conf`	Discovery and Sharing of Knowledge with Self-Organized Agents. IAT Leelani Kumari Wickramasinghe, Damminda Alahakoon
2003	Misc	`conf`	Improved Web Searching through Neural Network Based Index Generation. International Conference on Computational Science Xiaozhe Wang, Damminda Alahakoon, Kate A. Smith
2002	—	`conf`	A Framework for a Data Movement Monitoring agent using Dynamic Feature Maps. FSKD Oshadi Alahakoon, Damminda Alahakoon
2002	—	`conf`	A Modified Dynamic Self-Organizing Map Algorithm for Efficient Hardware Implementation. FSKD D. M. G. Preethichandra, Arthur L. Hsu, Damminda Alahakoon, Saman K. Halgamuge
2000	J	`jnl`	Dynamic self-organizing maps with controlled growth for knowledge discovery. IEEE Trans. Neural Networks Learn. Syst. Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan
1998	B	`conf`	A Structure Adapting Feature Map for Optimal Cluster Representation. ICONIP Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan
1998	B	`conf`	A self-growing cluster development approach to data mining. SMC Damminda Alahakoon, Saman K. Halgamuge, B. Srinivasan