Find Research Outputs

Search concepts
Selected filters
2019
51 Downloads (Pure)

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. IEEE, p. 2692-2697 (Chinese Control Conference (CCC); vol. 2019).

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

Open Access
File
Computer games
Artificial intelligence
Genetic algorithms
152 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
File
Triangular fuzzy number
Group decision making
Entropy
Geometry
Multiple objectives

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

Community Detection
Modularity
Seed
Optimization
Complex networks
12 Downloads (Pure)
Open Access
File
Multi agent systems
Navigation
Experiments

Modelling Cooperation in a Dynamic Healthcare System

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

Research output: Contribution to conferenceAbstract

Modeling
Health care system
Costs
Healthcare
Decision-making process
94 Downloads (Pure)

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
File
Tensors
Decomposition
Naproxen
Recommender systems
Learning systems
37 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
File
Patient Satisfaction
Punishment
Delivery of Health Care
National Health Programs
Health Personnel

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

Entropy
Merging
Learning systems
Data storage equipment

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

Reinforcement learning
Autonomous agents
Supervised learning
Multi agent systems
Demonstrations
135 Downloads (Pure)

Team Composition in PES2018 using Submodular Function Optimization

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

Research output: Contribution to journalArticle

Open Access
File
Sports
Chemical analysis
Computer games
2017
12 Downloads (Pure)

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
File
Electric network analysis
Structural properties
29 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
File
2 Citations (Scopus)

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

Human robot interaction
Medical imaging
Particle swarm optimization (PSO)
Feature extraction
Lighting
16 Downloads (Pure)

Firefly-based Facial Expression Recognition

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

Research output: Contribution to conferencePaper

Open Access
File
113 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
File
Optimization
Dynamical systems
Decision making
Positive ions
Method of multipliers

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

103 Downloads (Pure)

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
File
Social Behavior
Automation
Multi agent systems
Multi-agent Systems
Automata
72 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
File
Model predictive control
Navigation
Robots
Linear systems
Trajectories
48 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
File
Polynomial approximation
Recommender systems
Experiments

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

Office buildings
Public health
2016
4 Downloads (Pure)

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
File
Demonstrations
Multi agent systems
Navigation
11 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
File
Scalability
Decision making
7 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
File
Decision making
122 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
File
Planning
Decision making
Reinforcement learning
Dynamic models
Communication
25 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
File
Model predictive control
Navigation
Robots
Trajectories

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

Decision making
17 Downloads (Pure)

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
File
Iterative methods
9 Citations (Scopus)

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

Mathematical programming
Decision making
Fuzzy preference
Preference relation
Group decision making
8 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

Simulated annealing
Marketing

Message from Program Chairs

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

Research output: Contribution to conferenceOther

2015
5 Downloads (Pure)

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

Scalability
Decision making
Uncertainty
10 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
File
Planning
Controllers
8 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
File
Decision making
Learning algorithms
10 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
File
Flavors
Museums
Computational complexity
11 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
File
Shopping centers
Museums
Computational complexity
Planning
Experiments
13 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
File
Factorization
Experiments
4 Citations (Scopus)

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

Dynamical systems
2014
10 Downloads (Pure)

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
File
Seed
106 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
File
Scalability
Marketing
Computational complexity
14 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
File
2013
12 Downloads (Pure)

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
File
Multi agent systems
6 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
File