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Research Output

2020

Navigating Discrete Difference Equation Governed WMR by Virtual Linear Leader Guided HMPC

Huang, C., Chen, X., Tang, E., He, M., Bu, L., Qin, S. & Zeng, Y., 2020, (Accepted/In press).

Research output: Contribution to conferencePaper

Open Access
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3 Downloads (Pure)

Team Recommendation Using Order-based Fuzzy Integral and NSGA-II in StarCraft

Wang, L., Zeng, Y., Chen, B., Pan, Y. & Cao, L., 18 Mar 2020, (Accepted/In press) In : IEEE Access. 1, 12, p. 1-13 13 p.

Research output: Contribution to journalArticle

Open Access
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17 Downloads (Pure)
2019

A Data-driven Approach to Solve a Production Constrained Build-order Optimization Problem

Wang, P., Zeng, Y., Chen, B. & Cao, L., 17 Oct 2019, Proceedings of the 38th Chinese Control Conference. Fu, M. & Sun, J. (eds.). IEEE, p. 2692-2697 (Chinese Control Conference (CCC); vol. 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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83 Downloads (Pure)

A Heterogeneous Multiattribute Group Decision-Making Method Based on Intuitionistic Triangular Fuzzy Information

Xu, J., Dong, J., Wan, S., Yang, D. & Zeng, Y., 7 Aug 2019, In : Complexity. 2019, 18 p., 9846582.

Research output: Contribution to journalArticle

Open Access
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184 Downloads (Pure)

Community Detection Based on Modularity and k-Plexes

Zhu, J., Chen, B. & Zeng, Y., 1 Nov 2019, In : Information Sciences.

Research output: Contribution to journalArticle

Open Access
File
57 Downloads (Pure)

Modelling Cooperation in a Dynamic Healthcare System

Alalawi, Z., Zeng, Y., Han, T. A. & Elragig, A., 31 Jul 2019.

Research output: Contribution to conferenceAbstract

Nonnegative tensor completion via low-rank Tucker decomposition: model and algorithm

Chen, B., Sun, T., Zhou, Z., Zeng, Y. & Cao, L., 16 Jul 2019, In : IEEE Access. 7, p. 95903-95914

Research output: Contribution to journalArticle

Open Access
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130 Downloads (Pure)

Pathways to Good Healthcare Services and Patient Satisfaction: An Evolutionary Game Theoretical Approach

Alalawi, Z., Han, T. A., Zeng, Y. & Elragig, A. (ed.), 29 Jul 2019, Proceedings of the 2019 Conference on Artificial Life : Alife 2019. MIT Press, Vol. 31. 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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63 Downloads (Pure)

Random Decision DAG: An Entropy Based Compression Approach for Random Forest

Liu, X., Liu, X., Lai, Y., Yang, F. & Zeng, Y., 24 Apr 2019, Database Systems for Advanced Applications - DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA, Proceedings. Li, G., Gama, J., Tong, Y., Yang, J. & Natwichai, J. (eds.). Springer Verlag, p. 319-323 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11448 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Self-Improving Generative Adversarial Reinforcement Learning

Liu, Y., Zeng, Y., Chen, Y. & Tang, J., 15 May 2019, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. IFAAMAS, Vol. 1. p. 52-60 ( ACM International Conference on Autonomous Agents and Multiagent Systems. Proceedings ).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Team Composition in PES2018 using Submodular Function Optimization

Zeng, Y., Shen, G., Chen, B. & Tang., J., 29 May 2019, In : IEEE Access. 7, 1, p. 76194 - 76202 9 p.

Research output: Contribution to journalArticle

Open Access
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190 Downloads (Pure)
2017

A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis

Xiao, M., Lin, W., Dai, Y. & Zeng, Y., 4 Feb 2017.

Research output: Contribution to conferencePaper

Open Access
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14 Downloads (Pure)

Facial Expression Recognition using a Firefly-based Feature Optimization

Mistry, K., Zhang, L., Sexton, G., Zeng, Y. & He, M., 5 Jun 2017.

Research output: Contribution to conferencePaper

Open Access
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36 Downloads (Pure)

Facial expression recongition using firefly-based feature optimization

Mistry, K., Zhang, L., Sexton, G., Zeng, Y. & He, M., 7 Jul 2017, 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1652-1658 7 p. 7969500

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Firefly-based Facial Expression Recognition

Mistry, K., Zhang, L., Zeng, Y. & He, M., 8 May 2017.

Research output: Contribution to conferencePaper

Open Access
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19 Downloads (Pure)

Group sparse optimization for learning predictive state representations

Zeng, Y., Ma, B., Chen, B., Tang, J. & He, M., 19 May 2017, In : Information Sciences. p. -

Research output: Contribution to journalArticle

Open Access
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149 Downloads (Pure)

Robust Model Equivalence using Stochastic Bisimulation for N-Agent Interactive DIDs

Chandrasekaran, M., Zhang, J., Doshi, P. & Zeng, Y., 2017.

Research output: Contribution to conferencePaper

Structured Memetic Automation for Online Human-like Social Behavior Learning

Zeng, Y., Chen, X., Ong, Y. S., Tang, J. & Xiang, Y., 1 Feb 2017, In : IEEE Transactions on Evolutionary Computation. p. -

Research output: Contribution to journalConference article

Open Access
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149 Downloads (Pure)

Switched Linear Multi-Robot Navigation Using Hierarchical Model Predictive Control

Huang, C., Chen, X., Zhang, Y., Qin, S., Zeng, Y. & Li, X., 19 Aug 2017.

Research output: Contribution to conferencePaper

Open Access
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86 Downloads (Pure)

Using Function Approximation in Personal Point-of-Interest Recommendation

Bilian, C., Yu, S., Tang, J., He, M. & Zeng, Y., 31 Aug 2017, In : Expert Systems With Applications.. p. -

Research output: Contribution to journalArticle

Open Access
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58 Downloads (Pure)

Using intention recognition in a simulation platform to assess physical activity levels of an office building

Zeng, Y., Zhang, Z., Han, T. A., Spears, I. R. & Qin, S., 12 May 2017, 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017. Durfee, E., Winikoff, M., Larson, K. & Das, S. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. p. 1817-1819 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

A Memetic Multi-Agent Demonstration Learning Approach with Behavior Prediction

Hou, Y., Zeng, Y. & Ong, Y. S., 9 May 2016, Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems. Jonker, C. M., Marsella, S., Thaangarajah, J. & Tuyls, K. (eds.). ACM, p. 539-547

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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7 Downloads (Pure)

Approximating Value Equivalence in Interactive Dynamic Influence Diagrams Using Behavioral Coverage

Conroy, R., Zeng, Y. & Tang, J., 9 Jul 2016.

Research output: Contribution to conferencePaper

Open Access
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11 Downloads (Pure)

A Value Equivalence Approach for Solving Interactive Dynamic Influence Diagrams

Conroy, R., Zeng, Y., Cavazza, M., Tang, J. & Pan, Y., 9 May 2016, Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems . ACM

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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7 Downloads (Pure)

Can bounded and self-interested agents be teammates? Application to planning in ad hoc teams

Chandrasekaran, M., Doshi, P., Zeng, Y. & Chen, Y., 23 Nov 2016, In : Autonomous Agents and Multi-Agent Systems. p. -

Research output: Contribution to journalArticle

Open Access
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171 Downloads (Pure)

Hierarchical Model Predictive Control for Multi-Robot Navigation

Huang, C., Chen, X., Zhang, Y., Qin, S., Zeng, Y. & Li, X., 9 Jul 2016.

Research output: Contribution to conferencePaper

Open Access
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27 Downloads (Pure)

Interactive dynamic influence diagrams for relational agents

Pan, Y., Chen, Y., Tang, J. & Zeng, Y., 2 Feb 2016, Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Institute of Electrical and Electronics Engineers Inc., p. 233-234 2 p. 7397467

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning Predictive State Representations via Monte-Carlo Tree Search

Liu, Y., Zhu, H., Zeng, Y. & Dai, Z., 9 Jul 2016.

Research output: Contribution to conferencePaper

Open Access
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22 Downloads (Pure)

Mathematical programming methods for consistency and consensus in group decision making with intuitionistic fuzzy preference relations

Xu, G. L., Wan, S. P., Wang, F., Dong, J. Y. & Zeng, Y., 15 Apr 2016, In : Knowledge-Based Systems. 98, p. 30-43 14 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Maximizing influence under influence loss constraint in social networks

Zeng, Y., Chen, X., Cong, G., Qin, S., Tang, J. & Xiang, Y., 15 Aug 2016, In : Expert Systems with Applications. 55, p. 255-267 13 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Message from Program Chairs

Gao, J., Giese, M. & Zeng, Y., 19 May 2016, p. xi.

Research output: Contribution to conferenceOther

2015

Approximating behavioral equivalence for scaling solutions of I-DIDs

Zeng, Y., Doshi, P., Chen, Y., Pan, Y., Mao, H. & Chandrasekaran, M., 30 Dec 2015, In : Knowledge and Information Systems. 49, 2, p. 511-552

Research output: Contribution to journalArticle

5 Downloads (Pure)

Iterative Online Planning in Multiagent Settings with Limited Model Spaces and PAC Guarantees

Chen, Y., Doshi, P. & Zeng, Y., 2015, AAMAS '15 Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems . ACM, p. 1161-1169

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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10 Downloads (Pure)

Learning Behaviors in Agents Systems with Interactive Dynamic Influence Diagrams

Conroy, R., Zeng, Y., Cavazza, M. & Chen, Y., 22 Jun 2015, p. 39-45.

Research output: Contribution to conferencePaper

Open Access
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9 Downloads (Pure)

On Information Coverage for Location Category Based Point-of-Interest Recommendation

Chen, X., Zeng, Y., Cong, G., Qin, S., Xiang, Y. & Dai, Y., 25 Jan 2015.

Research output: Contribution to conferencePaper

Open Access
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12 Downloads (Pure)

Optimal Route Search with the Coverage of Users' Preferences

Zeng, Y., Chen, X., Cao, X., Qin, S., Cavazza, M. & Xiang, Y., 2015.

Research output: Contribution to conferencePaper

Open Access
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11 Downloads (Pure)

Personalized ranking metric embedding for next new POI recommendation

Feng, S., Li, X., Zeng, Y., Cong, G. & Chee, Y. M., 2015, IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence. ACM, p. 2069-2075

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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18 Downloads (Pure)

Predictive state representations with state space partitioning

Liu, Y., Tang, Y. & Zeng, Y., 1 Jan 2015, AAMAS 2015 - Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Elkind, E., Weiss, G., Yolum, P. & Bordini, R. H. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1259-1266 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
2014

Influence Maximization with Novelty Decay in Social Networks

Feng, S., Chen, X., Cong, G., Zeng, Y., Chee, Y. M. & Xiang, Y., 2014.

Research output: Contribution to conferencePaper

Open Access
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10 Downloads (Pure)

Influence Spreading Path and Its Application to the Time Constrained Social Influence Maximization Problem and Beyond

Liu, B., Cong, G., Zeng, Y., Xu, D. & Chee, Y. M., 1 Aug 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 8, p. 1904-1917

Research output: Contribution to journalArticle

Open Access
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161 Downloads (Pure)

Team behavior in interactive dynamic influence diagrams with applications to ad hoc teams

Chandrasekaran, M., Doshi, P., Zeng, Y. & Chen, Y., 2014.

Research output: Contribution to conferencePaper

Open Access
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14 Downloads (Pure)
2013

A study on like-attracts-like versus elitist selection criterion for human-like social behavior of memetic mulitagent systems

Chen, X., Zeng, Y., Ong, Y-S., Sing Ho, C. & Xiang, Y., 2013. 8 p.

Research output: Contribution to conferencePaper

Open Access
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13 Downloads (Pure)

Opponent modeling in a PGM framework

Søndberg-Jeppesen, N., Verner Jensen, F. & Zeng, Y., 2013. 8 p.

Research output: Contribution to conferencePaper

Open Access
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7 Downloads (Pure)
2009

Learning Local Components to Understand Large Bayesian Networks

Zeng, Y., Xiang, Y., H., J. C. & Lin, Y., Dec 2009, p. 1076-1081. 6 p.

Research output: Contribution to conferencePaper

Open Access
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108 Downloads (Pure)
2008

Graphical models for interactive POMDPs: representations and solutions

Doshi, P., Zeng, Y. & Chen, Q., 2008, In : Autonomous Agents and Multi-Agent Systems. 18, 3, p. 376-416

Research output: Contribution to journalArticle

File
164 Downloads (Pure)