Damminda Alahakoon

L. Damminda Alahakoon

	2012
c48		Manjusri Wickramasinghe, Jayantha Rajapakse, Damminda Alahakoon: Understanding Individual Play Sequences Using Growing Self Organizing Maps. ICONIP (1) 2012: 48-55
c47		Hiran Ganegedara, Damminda Alahakoon: Redundancy reduction in self-organising map merging for scalable data clustering. IJCNN 2012: 1-8
c46		Hiran Ganegedara, Damminda Alahakoon, John Mashford, Andrew P. Paplinski, Karsten Muller, 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
c45		Upuli Gunasinghe, Damminda Alahakoon: Sequence learning using the adaptive suffix trie algorithm. IJCNN 2012: 1-8
c44		Upuli Gunasinghe, Sumith Matharage, Damminda Alahakoon: A sequence based dynamic SOM model for text clustering. IJCNN 2012: 1-8
c43		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. Industrial Informatics 7(3): 399-407 (2011)
c42		Leelani 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
c41		Asanka Fonseka, Damminda Alahakoon, Susan Bedingfield: GSOM sequence: An unsupervised dynamic approach for knowledge discovery in temporal data. CIDM 2011: 232-238
c40		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
c39		Yee Ling Boo, Damminda Alahakoon: Identifying multi-view patterns with hierarchy and granularity based multimodal (HGM) cogntive model. GrC 2011: 71-76
c38		Hiran Ganegedara, Damminda Alahakoon: Scalable Data Clustering: A Sammon's Projection Based Technique for Merging GSOMs. ICONIP (2) 2011: 193-202
c37		Sumith Matharage, Damminda Alahakoon, Jayantha Rajapakse, Pin Huang: Fast Growing Self Organizing Map for Text Clustering. ICONIP (2) 2011: 406-415
c36		Asanka Fonseka, Damminda Alahakoon, Jayantha Rajapakse: A Dynamic Unsupervised Laterally Connected Neural Network Architecture for Integrative Pattern Discovery. ICONIP (2) 2011: 761-770
c35		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 Computing and Applications 19(4): 531-542 (2010)
c34		Daswin De Silva, Damminda Alahakoon: Incremental knowledge acquisition and self learning from text. IJCNN 2010: 1-8
	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. International Journal of Internet and Enterprise Management 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. International Journal of Information Technology and Decision Making 7(1): 115-145 (2008)
c33		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. European Journal of Operational Research 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 Recognition Letters 28(10): 1193-1202 (2007)
c32		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 Intelligence and Agent Systems 4(4): 385-405 (2006)
c31		Yaohua Yu, Damminda Alahakoon: Batch implementation of Growing Self-Organizing Map. CIMCA/IAWTIC 2006: 162
c30		Rasika Amarasiri, Damminda Alahakoon, Kate Smith-Miles: Clustering Massive High Dimensional Data with Dynamic Feature Maps. ICONIP (2) 2006: 814-823
c29		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 Intelligence and Agent Systems 3(1): 31-47 (2005)
c28		Prasanna Lokuge, Damminda Alahakoon: Reinforcement Learning in Neuro BDI Agents for Achieving Agent's Intentions in Vessel Berthing Applications. AINA 2005: 681-686
c27		Shan Chen, Damminda Alahakoon, Maria Indrawan: Building an Adaptive Hierarchy of Clusters for Text Data. CIMCA/IAWTIC 2005: 7-12
c26		Shan Chen, Damminda Alahakoon, Maria Indrawan: Background Knowledge Driven Ontology Discovery. EEE 2005: 202-207
c25		Prasanna Lokuge, Damminda Alahakoon: An Extended BDI Agent Architecture with Multiple Intention Reconsideration Ability in a Vessel Berthing Application. FLAIRS Conference 2005: 333-338
c24		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
c23		Prasanna Lokuge, Damminda Alahakoon: Handling Multiple Events in Hybrid BDI Agents with Reinforcement Learning: A Container Application. ICEIS (2) 2005: 83-90
c22		Rasika Amarasiri, Jason Ceddia, Damminda Alahakoon: Exploratory data mining lead by text mining using a novel high dimensional clustering algorithm. ICMLA 2005
c21		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
c20		Prasanna Lokuge, Damminda Alahakoon: Shared Learning Vector Quantization in a New Agent Architecture for Intelligent Deliberation. KES (2) 2005: 806-813
c19		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		L. K. Wickramasinghe, Rasika Amarasiri, L. Damminda Alahakoon: A Hybrid Intelligent Multiagent System for E-Business. Computational Intelligence 20(4): 603-623 (2004)
j6		Damminda Alahakoon, Ajith Abraham, Lakhmi C. Jain: Special issue on 'Neural networks for enhanced intelligence'. Neural Computing and Applications 13(2): 99-100 (2004)
j5		Rasika Amarasiri, Damminda Alahakoon: Building a cluster of intelligent, adaptive web sites. Neural Computing and Applications 13(2): 149-156 (2004)
j4		Damminda Alahakoon: Controlling the spread of dynamic self-organising maps. Neural Computing and Applications 13(2): 168-174 (2004)
j3		Sohail Asghar, Damminda Alahakoon, Arthur L. Hsu: Enhancing OLAP functionality using neural networks. Neural Parallel & Scientific Comp. 12(1): 1-20 (2004)
j2		Clifton Phua, Damminda Alahakoon, Vincent C. S. Lee: Minority report in fraud detection: classification of skewed data. SIGKDD Explorations 6(1): 50-59 (2004)
c18		Prasanna Lokuge, Damminda Alahakoon, Parakrama Dissanayake: Collaborative Neuro-BDI Agents in Container Terminals. AINA (2) 2004: 155-159
c17		Prasanna Lokuge, Damminda Alahakoon: Hybrid BDI Agents with ANFIS in Identifying Goal Success Factor in a Container Terminal Application. AAMAS 2004: 1222-1223
c16		Prasanna Lokuge, Damminda Alahakoon: A Motivation Based Behavior in Hybrid Intelligent Agents for Intention Reconsideration Process in Vessel Berthing Applications. HIS 2004: 124-129
c15		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
c14		Rasika Amarasiri, L. Damminda Alahakoon, Kate A. Smith: HDGSOM: A Modified Growing Self-Organizing Map for High Dimensional Data Clustering. HIS 2004: 216-221
c13		Sohail Asghar, Damminda Alahakoon, Leonid Churilov: A Hybrid Decision Support System Model for Disaster Management. HIS 2004: 372-377
c12		Prasanna Lokuge, Damminda Alahakoon: Hybrid BDI Agents with Improved Learning Capabilities for Adaptive Planning in a Container Terminal Application. IAT 2004: 120-126
c11		Leelani Kumari Wickramasinghe, Damminda Alahakoon: Adaptive Agent Architecture Inspired by Human Behavior. IAT 2004: 450-453
c10		Prasanna Lokuge, Damminda Alahakoon, Parakrama Dissanayake: BDI Agents with Fuzzy Associative Memory for Vessel Berthing in Container Ports. ICEIS (2) 2004: 315-320
c9		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
c8		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
c7		Sohail Asghar, Damminda Alahakoon: A Hybrid Neural Network Based DBMS System for Enhanced Functionality. HIS 2003: 643-651
c6		Rasika Amarasiri, Damminda Alahakoon: Applying Dynamic Self Organizing Maps for Identifying Changes in Data Sequences. HIS 2003: 682-691
c5		Leelani Kumari Wickramasinghe, Damminda Alahakoon: Discovery and Sharing of Knowledge with Self-Organized Agents. IAT 2003: 126-132
c4		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
c3		Oshadi Alahakoon, Damminda Alahakoon: A Framework for a Data Movement Monitoring agent using Dynamic Feature Maps. FSKD 2002: 641-645
c2		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 Netw. Learning Syst. 11(3): 601-614 (2000)
	1998
c1		Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan: A Structure Adapting Feature Map for Optimal Cluster Representation. ICONIP 1998: 809-812

Coauthor Index

Colors in the list of coauthors

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