Ah-Hwee Tan

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 76

Top Venues

AAMAS

IEEE Trans. Neural Networks Learn. Syst.

IJCNN

Expert Syst. Appl.

Publications

Khaing Phyo Wai, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Explaining Sequences of Actions in Multi-agent Deep Reinforcement Learning Models. AAMAS (2024)
Budhitama Subagdja, D. Shanthoshigaa, Zhaoxia Wang, Ah-Hwee Tan
Machine Learning for Refining Knowledge Graphs: A Survey. ACM Comput. Surv. 56 (6) (2024)
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks. AAMAS (2024)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning. Expert Syst. Appl. 252 (2024)
Zhenda Hu, Zhaoxia Wang, Yinglin Wang, Ah-Hwee Tan
MSRL-Net: A multi-level semantic relation-enhanced learning network for aspect-based sentiment analysis. Expert Syst. Appl. 217 (2023)
Khaing Phyo Wai, Minghong Geng, Budhitama Subagdja, Shubham Pateria, Ah-Hwee Tan
Towards Explaining Sequences of Actions in Multi-Agent Deep Reinforcement Learning Models. AAMAS (2023)
Ah-Hwee Tan, Dipti Srinivasan, Chunyan Miao
Conference Report on 2022 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2022) [Conference Reports]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Zhaoxia Wang, Zhenda Hu, Seng-Beng Ho, Erik Cambria, Ah-Hwee Tan
MiMuSA - mimicking human language understanding for fine-grained multi-class sentiment analysis. Neural Comput. Appl. 35 (21) (2023)
Francisco Munguia-Galeano, Ah-Hwee Tan, Ze Ji
Deep Reinforcement Learning with Explicit Context Representation. CoRR (2023)
Zhenda Hu, Zhaoxia Wang, Yinglin Wang, Ah-Hwee Tan
Aspect Sentiment Triplet Extraction Incorporating Syntactic Constituency Parsing Tree and Commonsense Knowledge Graph. Cogn. Comput. 15 (1) (2023)
Tianze Luo, Zichen Chen, Budhitama Subagdja, Ah-Hwee Tan
Real-Time Hierarchical Map Segmentation for Coordinating Multirobot Exploration. IEEE Access 11 (2023)
Seng-Khoon Teh, Iris Rawtaer, Ah-Hwee Tan
Predictive self-organizing neural networks for in-home detection of Mild Cognitive Impairment. Expert Syst. Appl. 205 (2022)
Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek, Quanjun Yin
Who are the 'silent spreaders'?: contact tracing in spatio-temporal memory models. Neural Comput. Appl. 34 (17) (2022)
Wai-Cheong Lincoln Lew, Di Wang, Kai Keng Ang, Joo-Hwee Lim, Chai Quek, Ah-Hwee Tan
EEG-Video Emotion-Based Summarization: Learning With EEG Auxiliary Signals. IEEE Trans. Affect. Comput. 13 (4) (2022)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
Vision-Based Topological Mapping and Navigation With Self-Organizing Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Zhenda Hu, Zhaoxia Wang, Seng-Beng Ho, Ah-Hwee Tan
Stock Market Trend Forecasting Based on Multiple Textual Features: A Deep Learning Method. ICTAI (2021)
Yue Hu, Kai Xu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
Interpretable Goal Recognition for Path Planning with ART Networks. IJCNN (2021)
Weigui Jair Zhou, Budhitama Subagdja, Ah-Hwee Tan, Darren Wee Sze Ong
Hierarchical control of multi-agent reinforcement learning team in real-time strategy (RTS) games. Expert Syst. Appl. 186 (2021)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
Hierarchical Reinforcement Learning: A Comprehensive Survey. ACM Comput. Surv. 54 (5) (2021)
Shan Gao, Ah-Hwee Tan, Rossi Setchi
Learning ADL Daily Routines with Spatiotemporal Neural Networks. IEEE Trans. Knowl. Data Eng. 33 (1) (2021)
Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot
CoRRN: Cooperative Reflection Removal Network. IEEE Trans. Pattern Anal. Mach. Intell. 42 (12) (2020)
Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
Who Are the 'Silent Spreaders'?: Contact Tracing in Spatio-Temporal Memory Models. CoRR (2020)
Wai-Cheong Lincoln Lew, Di Wang, Katsiaryna Shylouskaya, Zhuo Zhang, Joo-Hwee Lim, Kai Keng Ang, Ah-Hwee Tan
EEG-based Emotion Recognition Using Spatial-Temporal Representation via Bi-GRU. EMBC (2020)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals. AAMAS (2020)
Yizhang Wang, Di Wang, Wei Pang, Chunyan Miao, Ah-Hwee Tan, You Zhou
A systematic density-based clustering method using anchor points. Neurocomputing 400 (2020)
Wenzhe Yang, Di Wang, Wei Pang, Ah-Hwee Tan, You Zhou
Goods Consumed During Transit in Split Delivery Vehicle Routing Problems: Modeling and Solution. IEEE Access 8 (2020)
Budhitama Subagdja, Han Yi Tay, Ah-Hwee Tan
Who Am I?: Towards Social Self-Awareness for Intelligent Agents. IJCAI (2020)
Yizhang Wang, Di Wang, Xiaofeng Zhang, Wei Pang, Chunyan Miao, Ah-Hwee Tan, You Zhou
McDPC: multi-center density peak clustering. Neural Comput. Appl. 32 (17) (2020)
Di Wang, Ah-Hwee Tan, Chunyan Miao, Ahmed A. Moustafa
Modelling Autobiographical Memory Loss across Life Span. AAAI (2019)
Ah-Hwee Tan, Budhitama Subagdja, Di Wang, Lei Meng
Self-organizing neural networks for universal learning and multimodal memory encoding. Neural Networks 120 (2019)
Youlu Xing, Xiaofeng Shi, Furao Shen, Jinxi Zhao, Jingxin Pan, Ah-Hwee Tan
Perception Coordination Network: A Neuro Framework for Multimodal Concept Acquisition and Binding. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards. SSCI (2019)
Lei Meng, Ah-Hwee Tan, Chunyan Miao
Salience-aware adaptive resonance theory for large-scale sparse data clustering. Neural Networks 120 (2019)
Zichen Chen, Budhitama Subagdja, Ah-Hwee Tan
End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration. ICA (2019)
Tianze Luo, Budhitama Subagdja, Di Wang, Ah-Hwee Tan
Multi-Agent Collaborative Exploration through Graph-based Deep Reinforcement Learning. ICA (2019)
Milan Deepak Parmar, Di Wang, Xiaofeng Zhang, Ah-Hwee Tan, Chunyan Miao, Jianhua Jiang, You Zhou
REDPC: A residual error-based density peak clustering algorithm. Neurocomputing 348 (2019)
Budhitama Subagdja, Ah-Hwee Tan, Yilin Kang
A coordination framework for multi-agent persuasion and adviser systems. Expert Syst. Appl. 116 (2019)
Budhitama Subagdja, Ah-Hwee Tan
Beyond Autonomy: The Self and Life of Social Agents. AAMAS (2019)
Di Wang, Evan Wu, Ah-Hwee Tan
Analysis of Public Transportation Patterns in a Densely Populated City with Station-based Shared Bikes. ICCSE (2018)
Poo-Hee Chang, Ah-Hwee Tan
Learning Generalized Video Memory for Automatic Video Captioning. MIWAI (2018)
Peng Wang, Weigui Jair Zhou, Di Wang, Ah-Hwee Tan
Probabilistic Guided Exploration for Reinforcement Learning in Self-Organizing Neural Networks. ICA (2018)
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Wen Gao, Alex C. Kot
Region-Aware Reflection Removal With Unified Content and Gradient Priors. IEEE Trans. Image Process. 27 (6) (2018)
Ana Garcia del Molino, Joo-Hwee Lim, Ah-Hwee Tan
Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams. CoRR (2018)
Ana Garcia del Molino, Joo-Hwee Lim, Ah-Hwee Tan
Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams. ACM Multimedia (2018)
Youlu Xing, Furao Shen, Jinxi Zhao, Jingxin Pan, Ah-Hwee Tan
Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding. AAAI (2018)
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot
CRRN: Multi-Scale Guided Concurrent Reflection Removal Network. CVPR (2018)
Di Wang, Xiaolin Qian, Chai Quek, Ah-Hwee Tan, Chunyan Miao, Xiaofeng Zhang, Geok See Ng, You Zhou
An interpretable neural fuzzy inference system for predictions of underpricing in initial public offerings. Neurocomputing 319 (2018)
Zhepei Wei, Di Wang, Ming Zhang, Ah-Hwee Tan, Chunyan Miao, You Zhou
Autonomous Agents in Snake Game via Deep Reinforcement Learning. ICA (2018)
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot
CRRN: Multi-Scale Guided Concurrent Reflection Removal Network. CoRR (2018)
Di Wang, Ah-Hwee Tan
eHealthPortal: A Social Support Hub for the Active Living of the Elderly. ICCSE (2017)
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot
Benchmarking Single-Image Reflection Removal Algorithms. ICCV (2017)
Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan
On Active Video Summarization: Customized Summaries via On-Line Interaction with the User. AAAI Spring Symposia (2017)
Di Wang, Edwin Candinegara, Junhui Hou, Ah-Hwee Tan, Chunyan Miao
Robust human activity recognition using lesser number of wearable sensors. SPAC (2017)
Milan Deepak Parmar, Di Wang, Ah-Hwee Tan, Chunyan Miao, Jianhua Jiang, You Zhou
A novel density peak clustering algorithm based on squared residual error. SPAC (2017)
Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan
Active Video Summarization: Customized Summaries via On-line Interaction with the User. AAAI (2017)
Ana Garcia del Molino, Cheston Tan, Joo-Hwee Lim, Ah-Hwee Tan
Summarization of Egocentric Videos: A Comprehensive Survey. IEEE Trans. Hum. Mach. Syst. 47 (1) (2017)
Poo-Hee Chang, Ah-Hwee Tan
Encoding and Recall of Spatio-Temporal Episodic Memory in Real Time. IJCAI (2017)
Cheng Tang, Di Wang, Ah-Hwee Tan, Chunyan Miao
EEG-Based Emotion Recognition via Fast and Robust Feature Smoothing. BI (2017)
Renjie Wan, Boxin Shi, Ah-Hwee Tan, Alex C. Kot
Sparsity based reflection removal using external patch search. ICME (2017)
Budhitama Subagdja, Ah-Hwee Tan
Towards a Brain Inspired Model of Self-Awareness for Sociable Agents. AAAI (2017)
Di Wang, Chai Quek, Ah-Hwee Tan, Chunyan Miao, Geok See Ng, You Zhou
Leveraging the trade-off between accuracy and interpretability in a hybrid intelligent system. SPAC (2017)
Di Wang, Xinjia Yu, Simon Fauvel, Ah-Hwee Tan, Chunyan Miao
Elderly friendliness evaluation of mobile assistants. ICA (2017)
Wenwen Wang, Ah-Hwee Tan, Loo-Nin Teow
Semantic Memory Modeling and Memory Interaction in Learning Agents. IEEE Trans. Syst. Man Cybern. Syst. 47 (11) (2017)
Liang Feng, Ah-Hwee Tan, Meng-Hiot Lim, Siwei Jiang
Band selection for hyperspectral images using probabilistic memetic algorithm. Soft Comput. 20 (12) (2016)
Zhiwei Zeng, Di Wang, Ailiya Borjigin, Chunyan Miao, Ah-Hwee Tan, Cyril Leung
Human-Centred Design for Silver Assistants. ICA (2016)
Budhitama Subagdja, Ah-Hwee Tan
Interactive Teachable Cognitive Agents: Smart Building Blocks for Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. 46 (12) (2016)
Lei Meng, Ah-Hwee Tan, Donald C. Wunsch
Adaptive Scaling of Cluster Boundaries for Large-Scale Social Media Data Clustering. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Jaroslaw Kochanowicz, Ah-Hwee Tan, Daniel Thalmann
Social context cognition crowd-sourcing and semi-automatic parametrization. Comput. Animat. Virtual Worlds 27 (3-4) (2016)
Di Wang, Ah-Hwee Tan
Self-regulated incremental clustering with focused preferences. IJCNN (2016)
Shan Gao, Ah-Hwee Tan
An Autonomous Agent for Learning Spatiotemporal Models of Human Daily Activities: (Extended Abstract). AAMAS (2016)
Renjie Wan, Boxin Shi, Ah-Hwee Tan, Alex C. Kot
Depth of field guided reflection removal. ICIP (2016)
Shu Feng, Ah-Hwee Tan
Towards autonomous behavior learning of non-player characters in games. Expert Syst. Appl. 56 (2016)
Jaroslaw Kochanowicz, Ah-Hwee Tan, Daniel Thalmann
Modeling human-like non-rationality for social agents. CASA (2016)
Di Wang, Ah-Hwee Tan, Chunyan Miao
Modeling Autobiographical Memory in Human-Like Autonomous Agents. AAMAS (2016)
Yilin Kang, Ah-Hwee Tan
MAP: A Computational Model for Adaptive Persuasion. AAMAS (2015)
Budhitama Subagdja, Ah-Hwee Tan
Neural modeling of sequential inferences and learning over episodic memory. Neurocomputing 161 (2015)
Liang Feng, Yew-Soon Ong, Ah-Hwee Tan, Ivor W. Tsang
Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems. Memetic Comput. 7 (3) (2015)
Budhitama Subagdja, Ah-Hwee Tan
Coordinated Persuasion with Dynamic Group Formation for Collaborative Elderly Care. WI-IAT (2) (2015)
Jaroslaw Kochanowicz, Ah-Hwee Tan, Daniel Thalmann
Beyond Traits: Social Context Based Personality Model. AAMAS (2015)
Di Wang, Ah-Hwee Tan
Creating Autonomous Adaptive Agents in a Real-Time First-Person Shooter Computer Game. IEEE Trans. Comput. Intell. AI Games 7 (2) (2015)
Di Wang, Ah-Hwee Tan, Daqing Zhang
Non-Intrusive Robust Human Activity Recognition for Diverse Age Groups. WI-IAT (2) (2015)
Jaroslaw Kochanowicz, Ah-Hwee Tan, Daniel Thalmann
Dramaturgical and dissonance theories in explicit social context modeling for complex agents. Comput. Animat. Virtual Worlds 26 (3-4) (2015)
Shan Gao, Di Wang, Ah-Hwee Tan, Chunyan Miao
Progressive Sequence Matching for ADL Plan Recommendation. WI-IAT (2) (2015)
James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, T.-H. Teng, Ah-Hwee Tan
A comparative study between motivated learning and reinforcement learning. IJCNN (2015)
Teck-Hou Teng, Ah-Hwee Tan
Fast Reinforcement Learning under Uncertainties with Self-Organizing Neural Networks. WI-IAT (2) (2015)
Teck-Hou Teng, Ah-Hwee Tan, Jacek M. Zurada
Self-Organizing Neural Networks Integrating Domain Knowledge and Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 26 (5) (2015)
Lei Meng, Ah-Hwee Tan, Cyril Leung, Liqiang Nie, Tat-Seng Chua, Chunyan Miao
Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections. ICMR (2015)
Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan
Silver Assistants for Aging-in-Place. WI-IAT (3) (2015)
Yilin Kang, Ah-Hwee Tan, Chunyan Miao
An Adaptive Computational Model for Personalized Persuasion. IJCAI (2015)
Di Wang, Ah-Hwee Tan
MyLife: An Online Personal Memory Album. WI-IAT (3) (2015)
Lei Meng, Ah-Hwee Tan, Dong Xu
Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering. IEEE Trans. Knowl. Data Eng. 26 (9) (2014)
Di Wang, Ah-Hwee Tan
Mobile humanoid agent with mood awareness for elderly care. IJCNN (2014)
Wenwen Wang, Ah-Hwee Tan, Loo-Nin Teow, Yuan-Sin Tan
Declarative-procedural memory interaction in learning agents. AAMAS (2014)
Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow
Integrating Motivated Learning and k-Winner-Take-All to Coordinate Multi-agent Reinforcement Learning. WI-IAT (3) (2014)
Shan Gao, Ah-Hwee Tan
User daily activity pattern learning: A multi-memory modeling approach. IJCNN (2014)
Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan, Daqing Zhang
Towards intelligent caring agents for Aging-In-Place: Issues and challenges. CIHLI (2014)
Lei Meng, Ah-Hwee Tan
Community Discovery in Social Networks via Heterogeneous Link Association and Fusion. SDM (2014)
Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow
Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game. IJCNN (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ah-Hwee Tan