Damminda Alahakoon
Orcid: 0000-0003-3291-888XAffiliations:
- Monash University, Melbourne, Australia
According to our database1,
Damminda Alahakoon
authored at least 160 papers
between 1998 and 2024.
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Bibliography
2024
Hardware Efficient Direct Policy Imitation Learning for Robotic Navigation in Resource-Constrained Settings.
Sensors, 2024
2023
Habitual Physical Activity of People with or at Risk of Diabetes-Related Foot Complications.
Sensors, July, 2023
Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities.
Inf. Syst. Frontiers, February, 2023
AI-Copilot for Business Optimisation: A Framework and A Case Study in Production Scheduling.
CoRR, 2023
Appl. Soft Comput., 2023
A Cybersecurity Framework for Home Energy Management Systems using Artificial Intelligence.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots.
Proceedings of the IEEE International Conference on Industrial Technology, 2023
2022
Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming.
IEEE Trans. Cybern., 2022
A Mental Health Chatbot with Cognitive Skills for Personalised Behavioural Activation and Remote Health Monitoring.
Sensors, 2022
A Robust Artificial Intelligence Approach with Explainability for Measurement and Verification of Energy Efficient Infrastructure for Net Zero Carbon Emissions.
Sensors, 2022
A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling.
Multim. Tools Appl., 2022
A social media analytics perspective for human-oriented smart city planning and management.
J. Assoc. Inf. Sci. Technol., 2022
Empathic conversational agents for real-time monitoring and co-facilitation of patient-centered healthcare.
Future Gener. Comput. Syst., 2022
Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning.
IEEE Access, 2022
Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance.
Proceedings of the Image and Vision Computing - 37th International Conference, 2022
Parameterization of Vector Symbolic Approach for Sequence Encoding Based Visual Place Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2022
Evaluating Complex Sparse Representation of Hypervectors for Unsupervised Machine Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022
UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting.
Proceedings of the 15th International Conference on Human System Interaction, 2022
Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence.
Proceedings of the 15th International Conference on Human System Interaction, 2022
Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing.
Proceedings of the 15th International Conference on Human System Interaction, 2022
Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming.
Proceedings of the 15th International Conference on Human System Interaction, 2022
Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting.
Proceedings of the 15th International Conference on Human System Interaction, 2022
Proceedings of the 15th International Conference on Human System Interaction, 2022
Proceedings of the 15th International Conference on Human System Interaction, 2022
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022
2021
Understanding Citizens' Emotional Pulse in a Smart City Using Artificial Intelligence.
IEEE Trans. Ind. Informatics, 2021
IEEE Trans. Cybern., 2021
Unsupervised skill transfer learning for autonomous robots using distributed Growing Self Organizing Maps.
Robotics Auton. Syst., 2021
Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps.
J. Real Time Image Process., 2021
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, 2021
A self structuring artificial intelligence framework for deep emotions modeling and analysis on the social web.
Future Gener. Comput. Syst., 2021
Continuous detection of concept drift in industrial cyber-physical systems using closed loop incremental machine learning.
Discov. Artif. Intell., 2021
An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets.
CoRR, 2021
Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things.
IEEE Access, 2021
Advancing an Artificial Intelligence Ethics Framework for Operator 4.0 in Sustainable Factory Automation.
Proceedings of the Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, 2021
Learning Rule Optimization and Comparative Evaluation of Accelerated Self-Organizing Maps for Industrial Applications.
Proceedings of the IECON 2021, 2021
2020
Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance.
IEEE Trans. Ind. Informatics, 2020
Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition.
IEEE Trans. Ind. Informatics, 2020
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making.
Neural Comput. Appl., 2020
Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps.
Multim. Tools Appl., 2020
Generating Situational Awareness of Pedestrian and Vehicular Movement in Urban Areas Using IoT Data Streams.
IEEE Internet Things J., 2020
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the ICSIM '20: The 3rd International Conference on Software Engineering and Information Management, 2020
A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
WIREs Data Mining Knowl. Discov., 2019
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management.
IEEE Trans. Intell. Transp. Syst., 2019
IEEE Trans Autom. Sci. Eng., 2019
A data integration platform for patient-centered e-healthcare and clinical decision support.
Future Gener. Comput. Syst., 2019
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs.
CoRR, 2019
A hybrid differential evolution algorithm with column generation for resource constrained job scheduling.
Comput. Oper. Res., 2019
Trajectory clustering of road traffic in urban environments using incremental machine learning in combination with hyperdimensional computing.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing.
Proceedings of the Perspectives of System Informatics, 2019
2018
J. Assoc. Inf. Sci. Technol., 2018
Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments.
Future Gener. Comput. Syst., 2018
CoRR, 2018
Visualizing the Evolution of Computer Programs for Genetic Programming [Research Frontier].
IEEE Comput. Intell. Mag., 2018
An Extended Cognitive Situation Model for Capturing Subjective Dynamics of Events from Social Media.
Australas. J. Inf. Syst., 2018
Australas. J. Inf. Syst., 2018
Intelligent Detection of Driver Behavior Changes for Effective Coordination Between Autonomous and Human Driven Vehicles.
Proceedings of the IECON 2018, 2018
Proceedings of the IECON 2018, 2018
Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
J. Assoc. Inf. Sci. Technol., 2017
Australas. J. Inf. Syst., 2017
Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017
Incremental knowledge acquisition and self-learning for autonomous video surveillance.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Apache spark based distributed self-organizing map algorithm for sensor data analysis.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
2016
IEEE Trans. Ind. Informatics, 2016
Using semantic relatedness measures with dynamic self-organizing maps for improved text clustering.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the IECON 2016, 2016
2015
Improving the Decision Value of Hierarchical Text Clustering Using Term Overlap Detection.
Australas. J. Inf. Syst., 2015
Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015
Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015
Improving Bridge Deterioration Modelling Using Rainfall Data from the Bureau of Meteorology.
Proceedings of the Thirteenth Australasian Data Mining Conference, 2015
2014
Proceedings of the Computational Intelligence in Digital Forensics: Forensic Investigation and Applications, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Improving Quantization Quality in Brain-Inspired Self-organization for Non-stationary Data Spaces.
Proceedings of the Neural Information Processing - 21st International Conference, 2014
2013
A scalable and dynamic self-organizing map for clustering large volumes of text data.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013
2012
Investigating Individual Decision Making Patterns in Games Using Growing Self Organizing Maps.
Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
2011
IEEE Trans. Ind. Informatics, 2011
Clusters driven implementation of a brain inspired model for multi-view pattern identifications.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
A Dynamic Unsupervised Laterally Connected Neural Network Architecture for Integrative Pattern Discovery.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Identifying multi-view patterns with hierarchy and granularity based multimodal (HGM) cogntive model.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 Database and Expert Systems Applications, 2011
GSOM sequence: An unsupervised dynamic approach for knowledge discovery in temporal data.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
Self-Organizing Maps for Translating Health Care Knowledge: A Case Study in Diabetes Management.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011
2010
Cluster identification and separation in the growing self-organizing map: application in protein sequence classification.
Neural Comput. Appl., 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
Proceedings of the Foundations of Computational Intelligence, 2009
Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning.
Proceedings of the Foundations of Computational Intelligence, 2009
2008
Categorization of Disaster Decision Support Needs for the Development of an Integrated Model for Dmdss.
Int. J. Inf. Technol. Decis. Mak., 2008
A modular subroutine selection process in disaster management based on a needs classification scheme.
Int. J. Internet Enterp. Manag., 2008
Mining Multi-modal Crime Patterns at Different Levels of Granularity Using Hierarchical Clustering.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008
2007
Pattern Recognit. Lett., 2007
Improving the adaptability in automated vessel scheduling in container ports using intelligent software agents.
Eur. J. Oper. Res., 2007
Exploring the Clinical Notes of Pathology Ordering by Australian General Practitioners: a text mining perspective.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007
2006
An extended agent model embedded with "intelligent-deliberation" for improved performances in a container terminal application.
Web Intell. Agent Syst., 2006
Intelligent Agents with Reinforcement Learning and Fuzzy logic for Intention commitment Modeling.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006
2005
Proceedings of the Classification and Clustering for Knowledge Discovery, 2005
Dynamic self organizing maps for discovery and sharing of knowledge in multi agent systems.
Web Intell. Agent Syst., 2005
HDGSOMr: A High Dimensional Growing Self-Organizing Map Using Randomness for Efficient Web and Text Mining.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Representation of Procedural Knowledge of an Intelligent Agent Using a Novel Cognitive Memory Model.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
Shared Learning Vector Quantization in a New Agent Architecture for Intelligent Deliberation.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
Exploratory data mining lead by text mining using a novel high dimensional clustering algorithm.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
Handling Multiple Events in Hybrid BDI Agents with Reinforcement Learning: A Container Application.
Proceedings of the ICEIS 2005, 2005
Computation of Meta-Learning Classifiers in Distributed Data Mining using a Novel Cognitive Memory Model.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005
An Extended BDI Agent Architecture with Multiple Intention Reconsideration Ability in a Vessel Berthing Application.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
Reinforcement Learning in Neuro BDI Agents for Achieving Agent's Intentions in Vessel Berthing Applications.
Proceedings of the 19th International Conference on Advanced Information Networking and Applications (AINA 2005), 2005
2004
SIGKDD Explor., 2004
Neural Parallel Sci. Comput., 2004
Neural Comput. Appl., 2004
BDI Agents Using Neural Network and Adaptive Neuro Fuzzy Inference for Intelligent Planning in Container Terminals.
Proceedings of the Neural Information Processing, 11th International Conference, 2004
BDI Agents with Fuzzy Associative Memory for Vessel Berthing in Container Ports.
Proceedings of the ICEIS 2004, 2004
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004
Hybrid BDI Agents with Improved Learning Capabilities for Adaptive Planning in a Container Terminal Application.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004
A Novel Adaptive Decision Making Agent Architecture Inspired by Human Behavior and Brain Study Models.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
A Motivation Based Behavior in Hybrid Intelligent Agents for Intention Reconsideration Process in Vessel Berthing Applications.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
Hybrid BDI Agents with ANFIS in Identifying Goal Success Factor in a Container Terminal Application.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
Proceedings of the 18th International Conference on Advanced Information Networking and Applications (AINA 2004), 2004
2003
Proceedings of the Computational Science - ICCS 2003, 2003
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003
A Hybrid Neural Network Based DBMS System for Enhanced Functionality.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Applying Dynamic Self Organizing Maps for Identifying Changes in Data Sequences.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
A-GATE: A System of Relay and Translation Gateways for Communication among Heterogeneous Agents in Ad Hoc Wireless Environments.
Proceedings of the Distributed Applications and Interoperable Systems, 2003
2002
A Modified Dynamic Self-Organizing Map Algorithm for Efficient Hardware Implementation.
Proceedings of the FSDK'02, 2002
A Framework for a Data Movement Monitoring agent using Dynamic Feature Maps.
Proceedings of the FSDK'02, 2002
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
1999
Proceedings of the International Joint Conference Neural Networks, 1999
1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
A Structure Adapting Feature Map for Optimal Cluster Representation.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998