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ORCIDDamminda Alahakoon
L. Damminda Alahakoon
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- affiliation: Monash University, Melbourne, Australia
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2020 – today
- 2024
[j59]Gihan Gamage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic:
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis. J. Big Data 11(1): 93 (2024)- [j58]Vidura Sumanasena, Heshan Fernando, Daswin De Silva
, Beniel Thileepan, Amila Pasan, Jayathu Samarawickrama, Evgeny Osipov, Damminda Alahakoon:
Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings. Sensors 24(1): 185 (2024) - [j57]Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko:
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6583-6597 (2024) - [c99]Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon:
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. GECCO 2024 - [c98]Prasad Hettiarachchi, Isuru Senadheera, Rashmika Nawaratne, Brendon Haslam, Damminda Alahakoon, Leeanne Carey:
Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies. HSI 2024: 1-8 - [c97]Chamod Samarajeewa, Daswin De Silva, Evgeny Osipov, Damminda Alahakoon, Milos Manic:
Causal Reasoning in Large Language Models using Causal Graph Retrieval Augmented Generation. HSI 2024: 1-6 - [c96]Gihan Gamage, Nishan Mills, Daswin De Silva, Milos Manic, Harsha Moraliyage, Andrew Jennings, Damminda Alahakoon:
Multi-Agent RAG Chatbot Architecture for Decision Support in Net-Zero Emission Energy Systems. ICIT 2024: 1-6 - [c95]Sajani Ranasinghe, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic, Yen Lim, Weranja Ranasinghe:
Addressing the Productivity Paradox in Healthcare with Retrieval Augmented Generative AI Chatbots. ICIT 2024: 1-6 - [i8]Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon:
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. CoRR abs/2404.12076 (2024) - 2023
- [j56]Binh Tran, Chamika Sudusinghe, Su Nguyen, Damminda Alahakoon:
Building interpretable predictive models with context-aware evolutionary learning. Appl. Soft Comput. 132: 109854 (2023) - [j55]Damminda Alahakoon, Rashmika Nawaratne, Yan Xu, Daswin De Silva, Uthayasankar Sivarajah, Bhumika Gupta:
Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities. Inf. Syst. Frontiers 25(1): 221-240 (2023) - [j54]Byron M. Perrin, Dimitri Diacogiorgis, Courtney Sullivan, James Gerrard, Isabelle Skinner, Timothy C. Skinner, Rashmika Nawaratne, Damminda Alahakoon, Michael Kingsley:
Habitual Physical Activity of People with or at Risk of Diabetes-Related Foot Complications. Sensors 23(13): 5822 (2023) - [c94]Daswin De Silva, Nishan Mills, Mona El-Ayoubi, Milos Manic, Damminda Alahakoon:
ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots. ICIT 2023: 1-6 - [c93]Prabod Rathnayaka, Gihan Gamage, Daswin De Silva, Damminda Alahakoon, Milos Manic:
EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion. IECON 2023: 1-4 - [c92]Gihan Gamage, Sachin Kahawala, Nishan Mills, Daswin De Silva, Milos Manic, Damminda Alahakoon, Andrew Jennings:
Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI. ISIE 2023: 1-6 - [c91]Lakshitha Gunasekara, Harsha Moraliyage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Andrew Jennings, Milos Manic:
A Cybersecurity Framework for Home Energy Management Systems using Artificial Intelligence. ISIE 2023: 1-6 - [i7]Pivithuru Thejan Amarasinghe, Su Nguyen, Yuan Sun, Damminda Alahakoon:
AI-Copilot for Business Optimisation: A Framework and A Case Study in Production Scheduling. CoRR abs/2309.13218 (2023) - 2022
- [j53]Harsha Moraliyage, Vidura Sumanasena, Daswin De Silva, Rashmika Nawaratne, Lina Sun, Damminda Alahakoon:
Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning. IEEE Access 10: 56044-56056 (2022) - [j52]Achini Adikari, Daswin De Silva, Harsha Moraliyage, Damminda Alahakoon, Jiahui Wong, Mathew Gancarz, Suja Chackochan, Bomi Park, Rachel Heo, Yvonne Leung:
Empathic conversational agents for real-time monitoring and co-facilitation of patient-centered healthcare. Future Gener. Comput. Syst. 126: 318-329 (2022) - [j51]Shah Jahan Miah, Huy Quan Vu, Damminda Alahakoon:
A social media analytics perspective for human-oriented smart city planning and management. J. Assoc. Inf. Sci. Technol. 73(1): 119-135 (2022) - [j50]Sadil Chamishka, Ishara Madhavi, Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti, Vishaka Nanayakkara:
A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling. Multim. Tools Appl. 81(24): 35173-35194 (2022) - [j49]Daswin De Silva, Damminda Alahakoon:
An artificial intelligence life cycle: From conception to production. Patterns 3(6): 100489 (2022) - [j48]Prabod Rathnayaka, Nishan Mills, Donna Burnett, Daswin De Silva, Damminda Alahakoon, Richard Gray:
A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring. Sensors 22(10): 3653 (2022) - [j47]Harsha Moraliyage, Sanoshi Dahanayake, Daswin De Silva, Nishan Mills, Prabod Rathnayaka, Su Nguyen, Damminda Alahakoon, Andrew Jennings:
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions. Sensors 22(23): 9503 (2022) - [j46]Su Nguyen, Dhananjay R. Thiruvady, Mengjie Zhang, Damminda Alahakoon:
Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming. IEEE Trans. Cybern. 52(9): 8603-8616 (2022) - [c90]Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon:
Fairness Aware Swarm-based Machine Learning for Data Streams. AI 2022: 205-219 - [c89]Gihan Gamage, Nishan Mills, Prabod Rathnayaka, Andrew Jennings, Damminda Alahakoon:
Cooee: An Artificial Intelligence Chatbot for Complex Energy Environments. HSI 2022: 1-5 - [c88]Gihan Gamage, Daswin De Silva, Achini Adikari, Damminda Alahakoon:
A BERT-based Idiom Detection Model. HSI 2022: 1-5 - [c87]Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings:
Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting. HSI 2022: 1-6 - [c86]Thimal Kempitiya, Daswin De Silva, Ebonie Rio, Richard Skarbez, Damminda Alahakoon:
Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming. HSI 2022: 1-6 - [c85]Harsha Moraliyage, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon:
Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing. HSI 2022: 1-8 - [c84]Kirishnni Prabagar, Kogul Srikandabala, Nilaan Loganathan, Daswin De Silva, Gihan Gamage, Prabod Rathnayaka, Amal Shehan Perera, Damminda Alahakoon:
Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence. HSI 2022: 1-6 - [c83]Shashini Wimalaratne, Dilantha Haputhanthri, Sachin Kahawala, Gihan Gamage, Damminda Alahakoon, Andrew Jennings:
UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting. HSI 2022: 1-5 - [c82]Dilantha Haputhanthri, Evgeny Osipov, Sachin Kahawala, Daswin De Silva, Thimal Kempitiya, Damminda Alahakoon:
Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning. IJCNN 2022: 1-6 - [c81]Thimal Kempitiya, Daswin De Silva, Sachin Kahawala, Dilantha Haputhanthri, Damminda Alahakoon, Evgeny Osipov:
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition. IJCNN 2022: 1-7 - [c80]Jinrong Wu, Su Nguyen, Damminda Alahakoon:
Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance. IVCNZ 2022: 214-229 - 2021
- [j45]Vivek Christopher, Tharmasanthiran Aathman, Kayathiri Mahendrakumaran, Rashmika Nawaratne, Daswin De Silva, Vishaka Nanayakkara, Damminda Alahakoon:
Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things. IEEE Access 9: 126646-126657 (2021) - [j44]Dinithi Jayaratne, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu:
Continuous detection of concept drift in industrial cyber-physical systems using closed loop incremental machine learning. Discov. Artif. Intell. 1(1) (2021) - [j43]Achini Adikari, Gihan Gamage, Daswin De Silva, Nishan Mills, Sze-Meng Jojo Wong, Damminda Alahakoon:
A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web. Future Gener. Comput. Syst. 116: 302-315 (2021) - [j42]Achini Adikari, Donna Burnett, Darshana Sedera, Daswin De Silva, Damminda Alahakoon:
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 1(2): 100022 (2021) - [j41]Pawara Gunawardena, Oshada Amila, Heshan Sudarshana, Rashmika Nawaratne, Ashish Kr. Luhach, Damminda Alahakoon, Amal Shehan Perera, Charith Chitraranjan, Naveen K. Chilamkurti, Daswin De Silva:
Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps. J. Real Time Image Process. 18(5): 1457-1475 (2021) - [j40]Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva:
Unsupervised skill transfer learning for autonomous robots using distributed Growing Self Organizing Maps. Robotics Auton. Syst. 144: 103835 (2021) - [j39]Su Nguyen, Mengjie Zhang, Damminda Alahakoon, Kay Chen Tan:
People-Centric Evolutionary System for Dynamic Production Scheduling. IEEE Trans. Cybern. 51(3): 1403-1416 (2021) - [j38]Achini Adikari, Damminda Alahakoon:
Understanding Citizens' Emotional Pulse in a Smart City Using Artificial Intelligence. IEEE Trans. Ind. Informatics 17(4): 2743-2751 (2021) - [c79]Madhavi Gayathri, Amanda Ariyaratne, Sachin Kahawala, Daswin De Silva, Damminda Alahakoon, Vishaka Nanayakkara, Evgeny Osipov, Xinghuo Yu:
Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications. IECON 2021: 1-6 - [c78]Donna Burnett, Nicole El-Haber, Damminda Alahakoon, Stamatis Karnouskos, Daswin De Silva:
Advancing an Artificial Intelligence Ethics Framework for Operator 4.0 in Sustainable Factory Automation. SOHOMA 2021: 363-375 - [i6]Thimal Kempitiya, Seppo A. Sierla, Daswin De Silva, Matti Yli-Ojanperä, Damminda Alahakoon, Valeriy Vyatkin:
An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets. CoRR abs/2104.01865 (2021) - [i5]Daswin De Silva, Damminda Alahakoon:
An Artificial Intelligence Life Cycle: From Conception to Production. CoRR abs/2108.13861 (2021) - [i4]Evgeny Osipov, Sachin Kahawala, Dilantha Haputhanthri, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Denis Kleyko:
HyperSeed: Unsupervised Learning with Vector Symbolic Architectures. CoRR abs/2110.08343 (2021) - 2020
- [j37]Thanh-Phu Nguyen, Su Nguyen, Damminda Alahakoon, Van-Nam Huynh:
GSIC: A New Interpretable System for Knowledge Exploration and Classification. IEEE Access 8: 108544-108554 (2020) - [j36]Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon:
Swarm-Based Machine Learning Algorithm for Building Interpretable Classifiers. IEEE Access 8: 228136-228150 (2020) - [j35]Nishan Mills, Daswin De Silva, Damminda Alahakoon:
Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams. IEEE Internet Things J. 7(5): 4395-4402 (2020) - [j34]Rashmika Nawaratne, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti:
Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps. Multim. Tools Appl. 79(23-24): 16299-16317 (2020) - [j33]Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti:
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. 32(20): 16057-16071 (2020) - [j32]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance. IEEE Trans. Ind. Informatics 16(1): 393-402 (2020) - [j31]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Harsha Kumara, Xinghuo Yu:
Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition. IEEE Trans. Ind. Informatics 16(12): 7756-7764 (2020) - [c77]Su Nguyen, Binh Tran, Damminda Alahakoon:
Dynamic Self-Organising Swarm for Unsupervised Prototype Generation. CEC 2020: 1-8 - [c76]Ishara Madhavi, Sadil Chamishka, Rashmika Nawaratne, Vishaka Nanayakkara, Damminda Alahakoon, Daswin De Silva:
A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments. ETFA 2020: 929-936 - [c75]Piyumini Wijenayake, Daswin De Silva, Damminda Alahakoon, Saliya Kirigeeganage:
Automated Detection of Social Roles in Online Communities using Deep Learning. ICSIM 2020: 63-68
2010 – 2019
- 2019
- [j30]Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon:
A hybrid differential evolution algorithm with column generation for resource constrained job scheduling. Comput. Oper. Res. 109: 273-287 (2019) - [j29]Madhura Jayaratne, Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Brian Devitt, Kate E. Webster, Naveen K. Chilamkurti:
A data integration platform for patient-centered e-healthcare and clinical decision support. Future Gener. Comput. Syst. 92: 996-1008 (2019) - [j28]Madhura Jayaratne, Daswin De Silva, Damminda Alahakoon:
Unsupervised Machine Learning Based Scalable Fusion for Active Perception. IEEE Trans Autom. Sci. Eng. 16(4): 1653-1663 (2019) - [j27]Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera:
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. 20(12): 4679-4690 (2019) - [j26]Wei Peng, Achini Adikari, Damminda Alahakoon, John S. Gero:
Discovering the influence of sarcasm in social media responses. WIREs Data Mining Knowl. Discov. 9(6) (2019) - [c74]Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Valeriy Vyatkin, Damminda Alahakoon:
Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing. Ershov Informatics Conference 2019: 64-79 - [c73]Denis Kleyko, Evgeny Osipov, Daswin De Silva, Urban Wiklund, Damminda Alahakoon:
Integer Self-Organizing Maps for Digital Hardware. IJCNN 2019: 1-8 - [c72]Achini Adikari, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu:
A Cognitive Model for Emotion Awareness in Industrial Chatbots. INDIN 2019: 183-186 - [c71]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. INDIN 2019: 270-273 - [c70]Tharindu R. Bandaragoda, Daswin De Silva, Denis Kleyko, Evgeny Osipov, Urban Wiklund, Damminda Alahakoon:
Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing. ITSC 2019: 1664-1670 - [i3]Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon:
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs. CoRR abs/1907.07653 (2019) - 2018
- [j25]Daswin De Silva, Susan E. Bedingfield, Damminda Alahakoon:
Preface to the Special Section on Recent Advances in Social Media. Australas. J. Inf. Syst. 22 (2018) - [j24]Yujie Wang, Damminda Alahakoon, Daswin De Silva:
An Extended Cognitive Situation Model for Capturing Subjective Dynamics of Events from Social Media. Australas. J. Inf. Syst. 22 (2018) - [j23]Su Nguyen, Mengjie Zhang, Damminda Alahakoon, Kay Chen Tan:
Visualizing the Evolution of Computer Programs for Genetic Programming [Research Frontier]. IEEE Comput. Intell. Mag. 13(4): 77-94 (2018) - [j22]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Prem Chhetri, Naveen K. Chilamkurti:
Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments. Future Gener. Comput. Syst. 86: 421-432 (2018) - [j21]Tharindu Rukshan Bandaragoda, Daswin De Silva, Damminda Alahakoon, Weranja Ranasinghe, Damien Bolton:
Text Mining for Personalized Knowledge Extraction From Online Support Groups. J. Assoc. Inf. Sci. Technol. 69(12): 1446-1459 (2018) - [c69]Su Nguyen, Dhananjay R. Thiruvady, Andreas T. Ernst, Damminda Alahakoon:
Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling. GECCO 2018: 1167-1174 - [c68]Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
Bio-Inspired Multisensory Fusion for Autonomous Robots. IECON 2018: 3090-3095 - [c67]Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu:
Intelligent Detection of Driver Behavior Changes for Effective Coordination Between Autonomous and Human Driven Vehicles. IECON 2018: 3120-3125 - [i2]Tharindu Rukshan Bandaragoda, Daswin De Silva, Damminda Alahakoon:
Automatic event detection in microblogs using incremental machine learning. CoRR abs/1811.05757 (2018) - [i1]Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon:
Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics. CoRR abs/1812.08330 (2018) - 2017
- [j20]Nilupulee Nathawitharana, Qing Huang, Kok-Leong Ong, Peter Vitartas, Madhura Jayaratne, Damminda Alahakoon, Sarah Midford, Aleks Michalewicz, Gillian Sullivan Mort, Tanvir Ahmed:
Towards Next Generation Rubrics: An Automated Assignment Feedback System. Australas. J. Inf. Syst. 21 (2017) - [j19]Tharindu R. Bandaragoda, Daswin De Silva, Damminda Alahakoon:
Automatic event detection in microblogs using incremental machine learning. J. Assoc. Inf. Sci. Technol. 68(10): 2394-2411 (2017) - [c66]Dinithi Nallaperuma, Daswin De Silva, Damminda Alahakoon, Xinghuo Yu:
A cognitive data stream mining technique for context-aware IoT systems. IECON 2017: 4777-4782 - [c65]Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
Incremental knowledge acquisition and self-learning for autonomous video surveillance. IECON 2017: 4790-4795 - [c64]Madhura Jayaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
Apache spark based distributed self-organizing map algorithm for sensor data analysis. IECON 2017: 8343-8349 - [c63]Wei Peng, Peter Sokolowski, Ragini Patel, Xinghuo Yu, Damminda Alahakoon:
A multi-agent simulation framework for distributed generation with battery storage. ISIE 2017: 37-42 - [e1]Wei Peng, Damminda Alahakoon, Xiaodong Li:
AI 2017: Advances in Artificial Intelligence - 30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings. Lecture Notes in Computer Science 10400, Springer 2017, ISBN 978-3-319-63003-8 [contents] - 2016
- [j18]Damminda Alahakoon, Xinghuo Yu:
Smart Electricity Meter Data Intelligence for Future Energy Systems: A Survey. IEEE Trans. Ind. Informatics 12(1): 425-436 (2016) - [c62]Daswin De Silva, Damminda Alahakoon, Xinghuo Yu:
A data fusion technique for smart home energy management and analysis. IECON 2016: 4594-4600 - [c61]Nilupulee Nathawitharana, Damminda Alahakoon, Daswin De Silva:
Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering. IJCNN 2016: 2662-2671 - 2015
- [j17]Nilupulee Nathawitharana, Damminda Alahakoon, Sumith Matharage:
Improving the Decision Value of Hierarchical Text Clustering Using Term Overlap Detection. Australas. J. Inf. Syst. 19 (2015) - [j16]Kok-Leong Ong, Damminda Alahakoon, Graeme G. Shanks:
Business Analytics Editorial. Australas. J. Inf. Syst. 19 (2015) - [c60]Qing Huang, Kok-Leong Ong, Damminda Alahakoon:
Improving Bridge Deterioration Modelling Using Rainfall Data from the Bureau of Meteorology. AusDM 2015: 161-167 - [c59]Thilina Rathnayake, Maheshakya Wijewardena, Thimal Kempitiya, Kevin Rathnasekara, Thushan Ganegedara, Amal Shehan Perera, Damminda Alahakoon:
Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps. IDA 2015: 229-240 - [c58]Maheshakya Wijewardena, Thimal Kempitiya, Thilina Rathnayake, Kevin Rathnasekara, Thushan Ganegedara, Amal Shehan Perera, Damminda Alahakoon:
Heterogeneous data fusion with multiple kernel growing self organizing maps. SCAI 2015: 167-176 - 2014
- [c57]Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon:
Improving Quantization Quality in Brain-Inspired Self-organization for Non-stationary Data Spaces. ICONIP (1) 2014: 519-526 - [c56]Manjusri Ishwara, Jayantha Rajapakse, Damminda Alahakoon:
A Novel Architecture for Capturing Discrete Sequences Using Self-organizing Maps. ICONIP (1) 2014: 551-558 - [c55]K. M. T. V. Ganegedara, Lasindu C. Vidana Pathiranage, U. A. R. Ruwan Gunarathna, Buddhima S. Wijeweera, Amal Shehan Perera, Damminda Alahakoon:
Extending dynamic SOMs to capture incremental changes in data. IJCNN 2014: 1231-1238 - [p4]Yee Ling Boo, Damminda Alahakoon:
Building Multi-modal Crime Profiles with Growing Self Organising Maps. Computational Intelligence in Digital Forensics 2014: 97-124 - 2013
- [c54]Ting Wang, Xinghuo Yu, Damminda Alahakoon, Shumin Fei:
An enhancing dynamic self-organizing map for data clustering. ICCA 2013: 1324-1329 - [c53]Upuli Gunasinghe, Damminda Alahakoon:
The adaptive suffix tree: A space efficient sequence learning algorithm. IJCNN 2013: 1-8 - [c52]Kasun Gunawardana, Jayantha Rajapakse, Damminda Alahakoon:
Brain-inspired self-organizing model for incremental learning. IJCNN 2013: 1-8 - [c51]Sumith Matharage, Hiran Ganegedara, Damminda Alahakoon:
A scalable and dynamic self-organizing map for clustering large volumes of text data. IJCNN 2013: 1-8 - 2012
- [c50]Manjusri Wickramasinghe, Jayantha Rajapakse, Damminda Alahakoon:
Understanding Individual Play Sequences Using Growing Self Organizing Maps. ICONIP (1) 2012: 48-55 - [c49]Hiran Ganegedara, Damminda Alahakoon:
Redundancy reduction in self-organising map merging for scalable data clustering. IJCNN 2012: 1-8 - [c48]Hiran Ganegedara, Damminda Alahakoon, John Mashford, Andrew P. Paplinski, Karsten Müller, Thomas Martin Deserno:
Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections. IJCNN 2012: 1-8 - [c47]Upuli Gunasinghe, Damminda Alahakoon:
Sequence learning using the adaptive suffix trie algorithm. IJCNN 2012: 1-8 - [c46]Upuli Gunasinghe, Sumith Matharage, Damminda Alahakoon:
A sequence based dynamic SOM model for text clustering. IJCNN 2012: 1-8 - [c45]Manjusri Wickramasinghe, Jayantha Rajapakse, Damminda Alahakoon:
Investigating Individual Decision Making Patterns in Games Using Growing Self Organizing Maps. PRICAI 2012: 826-831 - 2011
- [j15]Daswin De Silva, Daswin Yu, Damminda Alahakoon, Grahame Holmes:
A Data Mining Framework for Electricity Consumption Analysis From Meter Data. IEEE Trans. Ind. Informatics 7(3): 399-407 (2011) - [c44]Kumari Wickramasinghe, Damminda Alahakoon, Peter Schattner, Michael P. Georgeff:
Self-Organizing Maps for Translating Health Care Knowledge: A Case Study in Diabetes Management. Australasian Conference on Artificial Intelligence 2011: 162-171 - [c43]Asanka Fonseka, Damminda Alahakoon, Susan E. Bedingfield:
GSOM sequence: An unsupervised dynamic approach for knowledge discovery in temporal data. CIDM 2011: 232-238 - [c42]Sumith Matharage, Oshadi Alahakoon, Damminda Alahakoon, S. Kapurubandara, R. Nayyar, M. Mukherji, U. Jagadish, S. Yim, I. Alahakoon:
Analysing Stillbirth Data Using Dynamic Self Organizing Maps. DEXA Workshops 2011: 86-90 - [c41]Yee Ling Boo, Damminda Alahakoon:
Identifying multi-view patterns with hierarchy and granularity based multimodal (HGM) cogntive model. GrC 2011: 71-76 - [c40]Hiran Ganegedara, Damminda Alahakoon:
Scalable Data Clustering: A Sammon's Projection Based Technique for Merging GSOMs. ICONIP (2) 2011: 193-202 - [c39]Sumith Matharage, Damminda Alahakoon, Jayantha Rajapakse, Pin Huang:
Fast Growing Self Organizing Map for Text Clustering. ICONIP (2) 2011: 406-415 - [c38]Asanka Fonseka, Damminda Alahakoon, Jayantha Rajapakse:
A Dynamic Unsupervised Laterally Connected Neural Network Architecture for Integrative Pattern Discovery. ICONIP (2) 2011: 761-770 - [c37]Yee Ling Boo, Damminda Alahakoon:
Clusters driven implementation of a brain inspired model for multi-view pattern identifications. ISDA 2011: 551-556 - 2010
- [j14]Norashikin Ahmad, Damminda Alahakoon, Rowena Chau:
Cluster identification and separation in the growing self-organizing map: application in protein sequence classification. Neural Comput. Appl. 19(4): 531-542 (2010) - [c36]Daswin De Silva, Damminda Alahakoon:
Incremental knowledge acquisition and self learning from text. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [p3]Toby Smith, Damminda Alahakoon:
Growing Self-Organizing Map for Online Continuous Clustering. Foundations of Computational Intelligence (4) 2009: 49-83 - [p2]Daswin De Silva, Damminda Alahakoon, Shyamali Dharmage:
Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning. Foundations of Computational Intelligence (1) 2009: 281-305 - 2008
- [j13]Sohail Asghar, Damminda Alahakoon, Leonid Churilov:
A modular subroutine selection process in disaster management based on a needs classification scheme. Int. J. Internet Enterp. Manag. 5(3): 212-236 (2008) - [j12]Sohail Asghar, Damminda Alahakoon, Leonid Churilov:
Categorization of Disaster Decision Support Needs for the Development of an Integrated Model for Dmdss. Int. J. Inf. Technol. Decis. Mak. 7(1): 115-145 (2008) - [c35]Yee Ling Boo, Damminda Alahakoon:
Mining Multi-modal Crime Patterns at Different Levels of Granularity Using Hierarchical Clustering. CIMCA/IAWTIC/ISE 2008: 1268-1273 - 2007
- [j11]Prasanna Lokuge, Damminda Alahakoon:
Improving the adaptability in automated vessel scheduling in container ports using intelligent software agents. Eur. J. Oper. Res. 177(3): 1985-2015 (2007) - [j10]Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate Smith-Miles:
A novel Episodic Associative Memory model for enhanced classification accuracy. Pattern Recognit. Lett. 28(10): 1193-1202 (2007) - [c34]Zoe Yan Zhuang, Rasika Amarasiri, Leonid Churilov, Damminda Alahakoon, Ken Sikaris:
Exploring the Clinical Notes of Pathology Ordering by Australian General Practitioners: a text mining perspective. HICSS 2007: 136 - 2006
- [j9]Prasanna Lokuge, Damminda Alahakoon:
An extended agent model embedded with "intelligent-deliberation" for improved performances in a container terminal application. Web Intell. Agent Syst. 4(4): 385-405 (2006) - [c33]Yaohua Yu, Damminda Alahakoon:
Batch implementation of Growing Self-Organizing Map. CIMCA/IAWTIC 2006: 162 - [c32]Rasika Amarasiri, Damminda Alahakoon, Kate Smith-Miles:
Clustering Massive High Dimensional Data with Dynamic Feature Maps. ICONIP (2) 2006: 814-823 - [c31]Prasanna Lokuge, Damminda Alahakoon:
Intelligent Agents with Reinforcement Learning and Fuzzy logic for Intention commitment Modeling. ISDA (2) 2006: 899-904 - 2005
- [j8]Leelani Kumari Wickramasinghe, L. Damminda Alahakoon:
Dynamic self organizing maps for discovery and sharing of knowledge in multi agent systems. Web Intell. Agent Syst. 3(1): 31-47 (2005) - [c30]Prasanna Lokuge, Damminda Alahakoon:
Reinforcement Learning in Neuro BDI Agents for Achieving Agent's Intentions in Vessel Berthing Applications. AINA 2005: 681-686 - [c29]Shan Chen, Damminda Alahakoon, Maria Indrawan:
Building an Adaptive Hierarchy of Clusters for Text Data. CIMCA/IAWTIC 2005: 7-12 - [c28]Shan Chen, Damminda Alahakoon, Maria Indrawan:
Background Knowledge Driven Ontology Discovery. EEE 2005: 202-207 - [c27]Prasanna Lokuge, Damminda Alahakoon:
An Extended BDI Agent Architecture with Multiple Intention Reconsideration Ability in a Vessel Berthing Application. FLAIRS 2005: 333-338 - [c26]Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate A. Smith:
Computation of Meta-Learning Classifiers in Distributed Data Mining using a Novel Cognitive Memory Model. IAT 2005: 180-186 - [c25]Prasanna Lokuge, Damminda Alahakoon:
Handling Multiple Events in Hybrid BDI Agents with Reinforcement Learning: A Container Application. ICEIS (2) 2005: 83-90 - [c24]Rasika Amarasiri, Jason Ceddia, Damminda Alahakoon:
Exploratory data mining lead by text mining using a novel high dimensional clustering algorithm. ICMLA 2005 - [c23]Leelani Kumari Wickramasinghe, L. Damminda Alahakoon:
Representation of Procedural Knowledge of an Intelligent Agent Using a Novel Cognitive Memory Model. KES (1) 2005: 714-721 - [c22]Prasanna Lokuge, Damminda Alahakoon:
Shared Learning Vector Quantization in a New Agent Architecture for Intelligent Deliberation. KES (2) 2005: 806-813 - [c21]Rasika Amarasiri, Damminda Alahakoon, Kate A. Smith, Malin Premaratne:
HDGSOMr: A High Dimensional Growing Self-Organizing Map Using Randomness for Efficient Web and Text Mining. Web Intelligence 2005: 215-221 - [p1]Damminda Alahakoon:
Monitoring Shift and Movement in Data using Dynamic Feature Maps. Classification and Clustering for Knowledge Discovery 2005: 29-41 - 2004
- [j7]Leelani Kumari Wickramasinghe, Rasika Amarasiri, L. Damminda Alahakoon:
A Hybrid Intelligent Multiagent System for E-Business. Comput. Intell. 20(4): 603-623 (2004) - [j6]Damminda Alahakoon, Ajith Abraham, Lakhmi C. Jain:
Special issue on 'Neural networks for enhanced intelligence'. Neural Comput. Appl. 13(2): 99-100 (2004) - [j5]Rasika Amarasiri, Damminda Alahakoon:
Building a cluster of intelligent, adaptive web sites. Neural Comput. Appl. 13(2): 149-156 (2004) - [j4]Damminda Alahakoon:
Controlling the spread of dynamic self-organising maps. Neural Comput. Appl. 13(2): 168-174 (2004) - [j3]Sohail Asghar, Damminda Alahakoon, Arthur L. Hsu:
Enhancing OLAP functionality using neural networks. Neural Parallel Sci. Comput. 12(1): 1-20 (2004) - [j2]Clifton Phua, Damminda Alahakoon, Vincent C. S. Lee:
Minority report in fraud detection: classification of skewed data. SIGKDD Explor. 6(1): 50-59 (2004) - [c20]Prasanna Lokuge, Damminda Alahakoon, Parakrama Dissanayake:
Collaborative Neuro-BDI Agents in Container Terminals. AINA (2) 2004: 155-159 - [c19]Prasanna Lokuge, Damminda Alahakoon:
Hybrid BDI Agents with ANFIS in Identifying Goal Success Factor in a Container Terminal Application. AAMAS 2004: 1222-1223 - [c18]Prasanna Lokuge, Damminda Alahakoon:
A Motivation Based Behavior in Hybrid Intelligent Agents for Intention Reconsideration Process in Vessel Berthing Applications. HIS 2004: 124-129 - [c17]Leelani Kumari Wickramasinghe, L. Damminda Alahakoon:
A Novel Adaptive Decision Making Agent Architecture Inspired by Human Behavior and Brain Study Models. HIS 2004: 142-147 - [c16]Rasika Amarasiri, L. Damminda Alahakoon, Kate A. Smith:
HDGSOM: A Modified Growing Self-Organizing Map for High Dimensional Data Clustering. HIS 2004: 216-221 - [c15]Sohail Asghar, Damminda Alahakoon, Leonid Churilov:
A Hybrid Decision Support System Model for Disaster Management. HIS 2004: 372-377 - [c14]Prasanna Lokuge, Damminda Alahakoon:
Hybrid BDI Agents with Improved Learning Capabilities for Adaptive Planning in a Container Terminal Application. IAT 2004: 120-126 - [c13]Leelani Kumari Wickramasinghe, Damminda Alahakoon:
Adaptive Agent Architecture Inspired by Human Behavior. IAT 2004: 450-453 - [c12]Prasanna Lokuge, Damminda Alahakoon, Parakrama Dissanayake:
BDI Agents with Fuzzy Associative Memory for Vessel Berthing in Container Ports. ICEIS (2) 2004: 315-320 - [c11]Prasanna Lokuge, Damminda Alahakoon:
BDI Agents Using Neural Network and Adaptive Neuro Fuzzy Inference for Intelligent Planning in Container Terminals. ICONIP 2004: 941-946 - 2003
- [c10]Leelani Kumari Wickramasinghe, Seng Wai Loke, Arkady B. Zaslavsky, Damminda Alahakoon:
A-GATE: A System of Relay and Translation Gateways for Communication among Heterogeneous Agents in Ad Hoc Wireless Environments. DAIS 2003: 212-223 - [c9]Sohail Asghar, Damminda Alahakoon:
A Hybrid Neural Network Based DBMS System for Enhanced Functionality. HIS 2003: 643-651 - [c8]Rasika Amarasiri, Damminda Alahakoon:
Applying Dynamic Self Organizing Maps for Identifying Changes in Data Sequences. HIS 2003: 682-691 - [c7]Leelani Kumari Wickramasinghe, Damminda Alahakoon:
Discovery and Sharing of Knowledge with Self-Organized Agents. IAT 2003: 126-132 - [c6]Xiaozhe Wang, Damminda Alahakoon, Kate A. Smith:
Improved Web Searching through Neural Network Based Index Generation. International Conference on Computational Science 2003: 151-158 - 2002
- [c5]Oshadi Alahakoon, Damminda Alahakoon:
A Framework for a Data Movement Monitoring agent using Dynamic Feature Maps. FSKD 2002: 641-645 - [c4]D. M. G. Preethichandra, Arthur L. Hsu, Damminda Alahakoon, Saman K. Halgamuge:
A Modified Dynamic Self-Organizing Map Algorithm for Efficient Hardware Implementation. FSKD 2002: 646-650 - 2000
- [j1]Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan:
Dynamic self-organizing maps with controlled growth for knowledge discovery. IEEE Trans. Neural Networks Learn. Syst. 11(3): 601-614 (2000)
1990 – 1999
- 1999
- [c3]L. Damminda Alahakoon, Saman K. Halgamuge, B. Srinivasan:
A self generating neural architecture for data analysis. IJCNN 1999: 3548-3551 - 1998
- [c2]Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan:
A Structure Adapting Feature Map for Optimal Cluster Representation. ICONIP 1998: 809-812 - [c1]Damminda Alahakoon, Saman K. Halgamuge, B. Srinivasan:
A self-growing cluster development approach to data mining. SMC 1998: 2901-2906
Coauthor Index
Tharindu R. Bandaragoda
aka: Tharindu Rukshan Bandaragoda
aka: Tharindu Rukshan Bandaragoda
[j59] [j58] [j57] [c97] [c96] [c95] [j55] [c94] [c93] [c92] [c91] [j53] [j52] [j50] [j49] [j48] [j47] [c88] [c86] [c85] [c84] [c82] [c81] [j45] [j44] [j43] [j42] [j41] [j40] [c79] [c78] [i6] [i5] [i4] [j35] [j34] [j33] [j32] [j31] [c76] [c75] [j29] [j28] [j27] [c74] [c73] [c72] [c71] [c70] [j25] [j24] [j22] [j21] [c68] [c67] [i2] [j19] [c66] [c65] [c64] [c62] [c61] [j15] [c36] [p2]
Leelani Kumari Wickramasinghe
aka: Kumari Wickramasinghe
aka: Kumari Wickramasinghe
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