Ah-Hwee Tan

Orcid: 0000-0003-0378-4069

Affiliations:
  • Singapore Management University


According to our database1, Ah-Hwee Tan authored at least 217 papers between 1990 and 2025.

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Bibliography

2025
FedART: A neural model integrating federated learning and adaptive resonance theory.
Neural Networks, 2025

2024
Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Machine Learning for Refining Knowledge Graphs: A Survey.
ACM Comput. Surv., June, 2024

HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning.
Expert Syst. Appl., 2024

FedSTEM-ADL: A Federated Spatial-Temporal Episodic Memory Model for ADL Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2024

Explaining Sequences of Actions in Multi-agent Deep Reinforcement Learning Models.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Conference Report on 2022 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2022) [Conference Reports].
IEEE Comput. Intell. Mag., August, 2023

MiMuSA - mimicking human language understanding for fine-grained multi-class sentiment analysis.
Neural Comput. Appl., July, 2023

MSRL-Net: A multi-level semantic relation-enhanced learning network for aspect-based sentiment analysis.
Expert Syst. Appl., May, 2023

Aspect Sentiment Triplet Extraction Incorporating Syntactic Constituency Parsing Tree and Commonsense Knowledge Graph.
Cogn. Comput., January, 2023

Deep Reinforcement Learning with Explicit Context Representation.
CoRR, 2023

Real-Time Hierarchical Map Segmentation for Coordinating Multirobot Exploration.
IEEE Access, 2023

Towards Explaining Sequences of Actions in Multi-Agent Deep Reinforcement Learning Models.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery.
IEEE Trans. Neural Networks Learn. Syst., 2022

Vision-Based Topological Mapping and Navigation With Self-Organizing Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

EEG-Video Emotion-Based Summarization: Learning With EEG Auxiliary Signals.
IEEE Trans. Affect. Comput., 2022

Who are the 'silent spreaders'?: contact tracing in spatio-temporal memory models.
Neural Comput. Appl., 2022

Predictive self-organizing neural networks for in-home detection of Mild Cognitive Impairment.
Expert Syst. Appl., 2022

Hierarchical Reinforcement Learning: A Comprehensive Survey.
ACM Comput. Surv., 2022

2021
Learning ADL Daily Routines with Spatiotemporal Neural Networks.
IEEE Trans. Knowl. Data Eng., 2021

Hierarchical control of multi-agent reinforcement learning team in real-time strategy (RTS) games.
Expert Syst. Appl., 2021

Interpretable Goal Recognition for Path Planning with ART Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

Stock Market Trend Forecasting Based on Multiple Textual Features: A Deep Learning Method.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020
CoRRN: Cooperative Reflection Removal Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

McDPC: multi-center density peak clustering.
Neural Comput. Appl., 2020

A systematic density-based clustering method using anchor points.
Neurocomputing, 2020

Who Are the 'Silent Spreaders'?: Contact Tracing in Spatio-Temporal Memory Models.
CoRR, 2020

Goods Consumed During Transit in Split Delivery Vehicle Routing Problems: Modeling and Solution.
IEEE Access, 2020

Who Am I?: Towards Social Self-Awareness for Intelligent Agents.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

EEG-based Emotion Recognition Using Spatial-Temporal Representation via Bi-GRU.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Adaptive Resonance Theory in Social Media Data Clustering - Roles, Methodologies, and Applications
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-030-02984-5, 2019

Perception Coordination Network: A Neuro Framework for Multimodal Concept Acquisition and Binding.
IEEE Trans. Neural Networks Learn. Syst., 2019

Self-organizing neural networks for universal learning and multimodal memory encoding.
Neural Networks, 2019

Salience-aware adaptive resonance theory for large-scale sparse data clustering.
Neural Networks, 2019

REDPC: A residual error-based density peak clustering algorithm.
Neurocomputing, 2019

A coordination framework for multi-agent persuasion and adviser systems.
Expert Syst. Appl., 2019

Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Multi-Agent Collaborative Exploration through Graph-based Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Agents, 2019

End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration.
Proceedings of the IEEE International Conference on Agents, 2019

Beyond Autonomy: The Self and Life of Social Agents.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Modelling Autobiographical Memory Loss across Life Span.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Region-Aware Reflection Removal With Unified Content and Gradient Priors.
IEEE Trans. Image Process., 2018

An interpretable neural fuzzy inference system for predictions of underpricing in initial public offerings.
Neurocomputing, 2018

Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning Generalized Video Memory for Automatic Video Captioning.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2018

Analysis of Public Transportation Patterns in a Densely Populated City with Station-based Shared Bikes.
Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018

Autonomous Agents in Snake Game via Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Agents, 2018

Probabilistic Guided Exploration for Reinforcement Learning in Self-Organizing Neural Networks.
Proceedings of the IEEE International Conference on Agents, 2018

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Semantic Memory Modeling and Memory Interaction in Learning Agents.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Summarization of Egocentric Videos: A Comprehensive Survey.
IEEE Trans. Hum. Mach. Syst., 2017

Leveraging the trade-off between accuracy and interpretability in a hybrid intelligent system.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Robust human activity recognition using lesser number of wearable sensors.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

A novel density peak clustering algorithm based on squared residual error.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Encoding and Recall of Spatio-Temporal Episodic Memory in Real Time.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Sparsity based reflection removal using external patch search.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Benchmarking Single-Image Reflection Removal Algorithms.
Proceedings of the IEEE International Conference on Computer Vision, 2017

eHealthPortal: A Social Support Hub for the Active Living of the Elderly.
Proceedings of the 2nd International Conference on Crowd Science and Engineering, 2017

Elderly friendliness evaluation of mobile assistants.
Proceedings of the IEEE International Conference on Agents, 2017

EEG-Based Emotion Recognition via Fast and Robust Feature Smoothing.
Proceedings of the Brain Informatics - International Conference, 2017

Towards a Brain Inspired Model of Self-Awareness for Sociable Agents.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Active Video Summarization: Customized Summaries via On-line Interaction with the User.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Interactive Teachable Cognitive Agents: Smart Building Blocks for Multiagent Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Adaptive Scaling of Cluster Boundaries for Large-Scale Social Media Data Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2016

Band selection for hyperspectral images using probabilistic memetic algorithm.
Soft Comput., 2016

Social context cognition crowd-sourcing and semi-automatic parametrization.
Comput. Animat. Virtual Worlds, 2016

Towards autonomous behavior learning of non-player characters in games.
Expert Syst. Appl., 2016

Self-regulated incremental clustering with focused preferences.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Depth of field guided reflection removal.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Human-Centred Design for Silver Assistants.
Proceedings of the IEEE International Conference on Agents, 2016

Modeling human-like non-rationality for social agents.
Proceedings of the 29th International Conference on Computer Animation and Social Agents, 2016

Modeling Autobiographical Memory in Human-Like Autonomous Agents.
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

An Autonomous Agent for Learning Spatiotemporal Models of Human Daily Activities: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015
Self-Organizing Neural Networks Integrating Domain Knowledge and Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 2015

Creating Autonomous Adaptive Agents in a Real-Time First-Person Shooter Computer Game.
IEEE Trans. Comput. Intell. AI Games, 2015

Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems.
Memetic Comput., 2015

Dramaturgical and dissonance theories in explicit social context modeling for complex agents.
Comput. Animat. Virtual Worlds, 2015

Neural modeling of sequential inferences and learning over episodic memory.
Neurocomputing, 2015

Non-Intrusive Robust Human Activity Recognition for Diverse Age Groups.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

MyLife: An Online Personal Memory Album.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Silver Assistants for Aging-in-Place.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Fast Reinforcement Learning under Uncertainties with Self-Organizing Neural Networks.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Coordinated Persuasion with Dynamic Group Formation for Collaborative Elderly Care.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Progressive Sequence Matching for ADL Plan Recommendation.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

A comparative study between motivated learning and reinforcement learning.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

An Adaptive Computational Model for Personalized Persuasion.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Beyond Traits: Social Context Based Personality Model.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

MAP: A Computational Model for Adaptive Persuasion.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering.
IEEE Trans. Knowl. Data Eng., 2014

Integrating Motivated Learning and k-Winner-Take-All to Coordinate Multi-agent Reinforcement Learning.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Community Discovery in Social Networks via Heterogeneous Link Association and Fusion.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Mobile humanoid agent with mood awareness for elderly care.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

User daily activity pattern learning: A multi-memory modeling approach.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Towards intelligent caring agents for Aging-In-Place: Issues and challenges.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014

Declarative-procedural memory interaction in learning agents.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

On coordinating pervasive persuasive agents.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Extreme learning machine terrain-based navigation for unmanned aerial vehicles.
Neural Comput. Appl., 2013

Adaptive computer-generated forces for simulator-based training.
Expert Syst. Appl., 2013

Cooperative reinforcement learning in topology-based multi-agent systems.
Auton. Agents Multi Agent Syst., 2013

Self-organizing Cognitive Models for Virtual Agents.
Proceedings of the Intelligent Virtual Agents - 13th International Conference, 2013

Vigilance adaptation in adaptive resonance theory.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Enabling generative, emergent artificial culture.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Delayed insertion and rule effect moderation of domain knowledge for reinforcement learning.
Proceedings of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2013

2012
Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting.
IEEE Trans. Neural Networks Learn. Syst., 2012

Self-Regulating Action Exploration in Reinforcement Learning.
Proceedings of the 3rd International Neural Network Society Winter Conference, 2012

Preface: Trends in Natural and Machine Intelligence.
Proceedings of the 3rd International Neural Network Society Winter Conference, 2012

A non-parametric visual-sense model of images - extending the cluster hypothesis beyond text.
Multim. Tools Appl., 2012

iFALCON: A neural architecture for hierarchical planning.
Neurocomputing, 2012

Meme as Building Block for Evolutionary Optimization of Problem Instances
CoRR, 2012

Motivated learning for the development of autonomous systems.
Cogn. Syst. Res., 2012

FAME, Soft Flock Formation Control for Collective Behavior Studies and Rapid Games Development.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Topic Based Query Suggestions for Video Search.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

A self-organizing multi-memory system for autonomous agents.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Self-organizing neural networks for learning air combat maneuvers.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A biologically-inspired affective model based on cognitive situational appraisal.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Semi-supervised hierarchical clustering for personalized web image organization.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Investigating Intelligent Agents in a 3D Virtual World.
Proceedings of the International Conference on Information Systems, 2012

Knowledge-Based Exploration for Reinforcement Learning in Self-Organizing Neural Networks.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Agent-Based Virtual Humans in Co-Space: An Evaluative Study.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Adaptive CGF for pilots training in air combat simulation.
Proceedings of the 15th International Conference on Information Fusion, 2012

An evolutionary search paradigm that learns with past experiences.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Memory formation, consolidation, and forgetting in learning agents.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Virtual characters in agent-augmented co-space (demonstration).
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
A hybrid agent architecture integrating desire, intention and reinforcement learning.
Expert Syst. Appl., 2011

Learning Feature Dependencies for Noise Correction in Biomedical Prediction.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Towards human-like social multi-agents with memetic automaton.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A simple curious agent to help people be curious.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
CRCTOL: A semantic-based domain ontology learning system.
J. Assoc. Inf. Sci. Technol., 2010

Wikipedia2Onto. Building Concept Ontology Automatically, Experimenting with Web Image Retrieval.
Informatica (Slovenia), 2010

A self-organizing neural architecture integrating desire, intention and reinforcement learning.
Neurocomputing, 2010

Creating an Immersive Game World with Evolutionary Fuzzy Cognitive Maps.
IEEE Computer Graphics and Applications, 2010

A self-organizing approach to episodic memory modeling.
Proceedings of the International Joint Conference on Neural Networks, 2010

Mental development and representation building through motivated learning.
Proceedings of the International Joint Conference on Neural Networks, 2010

Self-organizing agents for reinforcement learning in virtual worlds.
Proceedings of the International Joint Conference on Neural Networks, 2010

Self-organizing neural networks for behavior modeling in games.
Proceedings of the International Joint Conference on Neural Networks, 2010

Faceted topic retrieval of news video using joint topic modeling of visual features and speech transcripts.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

A Biologically-Inspired Cognitive Agent Model Integrating Declarative Knowledge and Reinforcement Learning.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

Learning Personal Agents with Adaptive Player Modeling in Virtual Worlds.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

DIRACT: Agent-Based Interactive Storytelling.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

Youth Olympic Village Co-space.
Proceedings of the 2010 International Conference on CyberWorlds, 2010

Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Agent-Augmented Co-Space: Toward Merging of Real World and Cyberspace.
Proceedings of the Autonomic and Trusted Computing - 7th International Conference, 2010

2009
Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval.
IEEE Trans. Multim., 2009

Learning Image-Text Associations.
IEEE Trans. Knowl. Data Eng., 2009

Learning and inferencing in user ontology for personalized Semantic Web search.
Inf. Sci., 2009

Modelling situation awareness for Context-aware Decision Support.
Expert Syst. Appl., 2009

Mining globally distributed frequent subgraphs in a single labeled graph.
Data Knowl. Eng., 2009

A Bayesian approach integrating regional and global features for image semantic learning.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A Latent Model for Visual Disambiguation of Keyword-based Image Search.
Proceedings of the British Machine Vision Conference, 2009

A self-organizing neural network architecture for intentional planning agents.
Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Modeling Believable Virtual Characters with Evolutionary Fuzzy Cognitive Maps in Interactive Storytelling.
Proceedings of the Intelligent Narrative Technologies II, 2009

2008
Integrating Temporal Difference Methods and Self-Organizing Neural Networks for Reinforcement Learning With Delayed Evaluative Feedback.
IEEE Trans. Neural Networks, 2008

A fast pruned-extreme learning machine for classification problem.
Neurocomputing, 2008

Explaining inferences in Bayesian networks.
Appl. Intell., 2008

Ontology enhanced web image retrieval: aided by wikipedia & spreading activation theory.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Self-organizing neural models integrating rules and reinforcement learning.
Proceedings of the International Joint Conference on Neural Networks, 2008

Scaling Up Multi-agent Reinforcement Learning in Complex Domains.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Cognitive Agents Integrating Rules and Reinforcement Learning for Context-Aware Decision Support.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Planning with iFALCON: Towards A Neural-Network-Based BDI Agent Architecture.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Context modeling with Evolutionary Fuzzy Cognitive Map in interactive storytelling.
Proceedings of the FUZZ-IEEE 2008, 2008

A self-organizing neural model for multimedia information fusion.
Proceedings of the 11th International Conference on Information Fusion, 2008

2007
Self-Organizing Neural Architectures and Cooperative Learning in a Multiagent Environment.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders.
IEEE Trans. Knowl. Data Eng., 2007

Mining Generalized Associations of Semantic Relations from Textual Web Content.
IEEE Trans. Knowl. Data Eng., 2007

Integrated cognitive architectures: a survey.
Artif. Intell. Rev., 2007

The Multi-Agent Data Collection in HLA-Based Simulation System.
Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation, 2007

Integrating Semantic Templates with Decision Tree for Image Semantic Learning.
Proceedings of the Advances in Multimedia Modeling, 2007

Intelligence Through Interaction: Towards a Unified Theory for Learning.
Proceedings of the Advances in Neural Networks, 2007

Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning.
Proceedings of the IJCAI 2007, 2007

A Hybrid of Plot-Based and Character-Based Interactive Storytelling.
Proceedings of the Technologies for E-Learning and Digital Entertainment, 2007

S-MADE: Interactive Storytelling Architecture through Goal Execution and Decomposition.
Proceedings of the Intelligent Narrative Technologies, 2007

Learning Causal Models for Noisy Biological Data Mining: An Application to Ovarian Cancer Detection.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Learning and inferencing in user ontology for personalized semantic web services.
Proceedings of the 15th international conference on World Wide Web, 2006

Mining RDF metadata for generalized association rules: knowledge discovery in the semantic web era.
Proceedings of the 15th international conference on World Wide Web, 2006

Wireless Indoor Positioning System with Enhanced Nearest Neighbors in Signal Space Algorithm.
Proceedings of the 64th IEEE Vehicular Technology Conference, 2006

A Hybrid Architecture Combining Reactive Plan Execution and Reactive Learning.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Discovering Image-Text Associations for Cross-Media Web Information Fusion.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Discovering Causal Dependencies in Mobile Context-Aware Recommenders.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Self-organizing Neural Architecture for Reinforcement Learning.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Mining RDF Metadata for Generalized Association Rules.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

OntoSearch: A Full-Text Search Engine for the Semantic Web.
Proceedings of the Proceedings, 2006

Fuzzy cognitive goal net for interactive storytelling plot design.
Proceedings of the International Conference on Advances in Computer Entertainment Technology, 2006

2005
Predictive neural networks for gene expression data analysis.
Neural Networks, 2005

Dynamically-optimized context in recommender systems.
Proceedings of the 6th International Conference on Mobile Data Management (MDM 2005), 2005

Mining Ontological Knowledge from Domain-Specific Text Documents.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

2004
Modified ART 2A growing network capable of generating a fixed number of nodes.
IEEE Trans. Neural Networks, 2004

Towards personalised web intelligence.
Knowl. Inf. Syst., 2004

2003
Guest Editorial: Text and Web Mining.
Appl. Intell., 2003

On Machine Learning Methods for Chinese Document Categorization.
Appl. Intell., 2003

Mining Semantic Networks for Knowledge Discovery.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Web Structure Analysis for Information Mining.
Proceedings of the Web Document Analysis, 2003

On Quantitative Evaluation of Clustering Systems.
Proceedings of the Clustering and Information Retrieval, 2003

2002
Organizing and personalizing intelligence gathering from the web.
Intell. Syst. Account. Finance Manag., 2002

Adding Personality to Information Clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Personalized information management for Web intelligence.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Knowledge discovery from texts: a concept frame graph approach.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
Predictive Self-Organizing Networks for Text Categorization.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Topic Detection, Tracking, and Trend Analysis Using Self-Organizing Neural Networks.
Proceedings of the Knowledge Discovery and Data Mining, 2001

FOCI: Flexible Organizer for Competitive Intelligence.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000
A Comparative Study on Chinese Text Categorization Methods.
Proceedings of the International Workshop on Text and Web Mining, 2000

Predictive Adaptive Resonance Theory and Knowledge Discovery in Databases.
Proceedings of the Knowledge Discovery and Data Mining, 2000

1997
Cascade ARTMAP: integrating neural computation and symbolic knowledge processing.
IEEE Trans. Neural Networks, 1997

Inductive neural logic network and the SCM algorithm.
Neurocomputing, 1997

1996
Concept Hierarchy Memory Model: a Neural Architecture for Conceptual Knowledge Representation, Learning, and Commonsense Reasoning.
Int. J. Neural Syst., 1996

An Application of Hierarchical Knowledge Integration in Hand-Written Form Processing.
Proceedings of the PRICAI'96: Topics in Artificial Intelligence, 1996

1995
Adaptive resonance associative map.
Neural Networks, 1995

Adaptive integration of multiple experts.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Learning by supervised clustering and matching.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Integrating rules and neural computation.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1991
Connectionist Expert System with Adaptive Learning Capability.
IEEE Trans. Knowl. Data Eng., 1991

1990
INSIDE: a neuronet based hardware fault diagnostic system.
Proceedings of the IJCNN 1990, 1990


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