Conference Papers

2018

Number of Papers Published: 6

  • Sun Zhu, Jie Yang, Jie Zhang, Alessandro Bozzon, Longkai Huang and C. Xu, Recurrent knowledge graph embedding for effective recommendation , The 12th ACM Conference Series on Recommender Systems (RecSys), Vancouver, British Columbia, Canada, Oct 02, pp. 297-305, 2018.
  • Sawadsitang Suttinee, Dusit Niyato, Tan Puay Siew and Ping Wang, Supplier cooperation in drone delivery, IEEE VTC-Fall, Chicago, USA, August 27-30, 2018.
  • Yang DaZhi, Text Rank-based text summarization for literature Reivew , IEEE Big Data Conference 2018, Seattle, USA.
  • Paul Debdeep, Soibhan Asian and Zhang NengSheng, On the value of demand management of mitigating risk: peak-order reduction through trend filtering , IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC) 2018.
  • C. Za'in, M. Pratama, A. Ashfahani, E. Pardede and S. Huang, Big Data Analytic based on Scalable PANFIS for RFID Localization , IEEE International Conference on Systems, Man and Cybernetics 2018.
  • Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Qing Cai and Sheng Huang, An Online RFID Localization in the Manufacturing Shopfloor, Predictive Maintenance in Dynamic Systems, Springer, 2018.

2017

Number of Papers Published: 7

  • C. Xu, Erik Cambria and Tan Puay Siew, Adaptive Two-Stage Feature Selection for Sentiment Classification , in Proceedings of IEEE SMC 2017, Banff, Canada, Oct 5-8, 2017, pp. 1238-1243.
  • Haiyun Peng and Erik Cambria. CSenticNet: A Concept-Level Resource for Sentiment Analysis in Chinese Language. CICLing, 2017.
  • Haiyun Peng, Erik Cambria and Xiaomei Zou. Radical-Based Hierarchical Embeddings for Chinese Sentiment Analysis at Sentence Level. the 30th International FLAIRS Conference, Marco Island. 2017.
  • Sun Zhu, Guibing Guo, Jie Zhang and C. Xu, A Unified Latent Factor Model for Effective Category-Aware Recommendation , in Proceedings of the 25th User Modelling, Adaptation and Personalization (UMAP) 2017, Bratislava, Slovakia, 9-12th July, 2017, pp. 389-390.
  • Sun Zhu, Yang Jie, Jie Zhang, Alessandro Bozzon, Yu Chen and C. Xu, Multi-level Representation Learning for Personalized Ranking in Recommendation , the International Joint Conference on Artificial Intelligence (IJCAI) 2017, Melbourne, Australia, August 19-25, 2017, pp. 2807-2813.
  • K. Bali, A. Gupta, L.Feng, Y. Ong and P.Tan, Linearized domain adaptation in evolutionary multitasking, in 2017 IEEE Congress on Evolutionary Computation, San Sebastian, Spain, accepted.
  • S. Sawadsitang, R. Kaewpuang, J. Siwei, D. Niyato and P. Wang, Optimal stochastic delivery planning in full-truckload and less-than-truckload delivery , to be presented in IEEE VTC-Spring, Sydney, Australia, 4-7 June 2017.

2016

Number of Papers Published: 14

  • B. Y. Ong, A. N. Zhang and R. Wen, Data Blending in Manufacturing and Supply Chains, IEEE International Conference on Big Data, 05-Dec-2016 to 08-Dec-2016, Washington D.C.,USA.
  • J. M. Lim and A. N. Zhang, A DEA Approach for Supplier Selection with AHP and Risk Consideration , IEEE International Conference on Big Data, 04-Dec-2016 to 08-Dec-2016, Washington D.C., USA.
  • D. Yang, S. W. Jiang, A. N. Zhang and G. S. W. Goh, Forecast UPC-level FMCG demand, Part III: Grouped Reconciliation , IEEE International Conference on Big Data, 12-May-2016 to 12-Aug-2016, Washington DC, USA.
  • D. Yang, S. W. Jiang, A. N. Zhang and G. S. W. Goh, Spatial data dimension reduction using quadtree: A case study on satellite-derived solar radiation , IEEE International Conference on Big Data, 05-Dec-2016 to 08-Dec-2016, Washington DC, USA.
  • Siwei Jiang, Liang Feng, Dazhi Yang, Chen Kim Heng, Yew-Soon Ong, Allan NengSheng Zhang, Puay Siew Tan and Zhihua Cai, Towards Adaptive Weight Vectors for Multiobjective Evolutionary Algorithm Based on Decomposition , IEEE Conference on Evolutionary Computation (CEC), 2016.
  • C. K. Heng, A. Gupta, B. Da, Y. S. Ong, Q. C. Nguyen, S. W. Jiang and S. Tan, Application of Route Flexibility in Data-Starved Vehicle Routing Problem with Time Windows , IEEE Conference on Evolutionary Computation (CEC), 2016.
  • Q. C. Nguyen, C. K. Heng, S. W. Jiang and A. N. Zhang, Collaborative Vehicle Routing Problem for Urban Last-mile Logistics , IEEE International Conference on Systems, Man, and Cybernetics, 09-Oct-2016 to 12-Oct-2016.
  • W. J. Tan, W. T. Cai and Z. P. Li, Adaptive Resilient Strategies for Supply Chain Networks , IEEE International Conference on Big Data, 05-Dec-2016 to 08-Dec-2016, Washington DC, USA.
  • V. Kayvanfari, S. M. Moattar Husseini1, Behrooz Karimi1, Mohsen S. Sajadieh1 and W. J. Tan, Analysis for Supply Hub in Industrial Cluster: Classic vs. new perspective , IEEE International Conference on Big Data, 05-Dec-2016 to 08-Dec-2016, Washington DC, USA.
  • W. J. Yan, R. Wen, A. N. Zhang and D. Yang, Vessel movement analysis and pattern discovery using desity-based clustering approach , IEEE International Conference on Big Data, 05-Dec-2016 to 08-Dec-2016, Washington DC, USA.
  • R. Wen, A. N. Zhang and W. J. Yan, Weighted Clustering of Spatial Pattern for Optimal Logistics Hub Deployment , IEEE International Conference on Big Data, 05-Dec-2016 to 08-Dec-2016, Washington DC, USA.
  • G. S. W. Goh, A. J. L. Ang and A. N. Zhang, Optimizing Performance of Sentiment Analysis through Design of Experiments , IEEE International Conference on Big Data, 05-Dec-2016 to 08-Dec-2016, Washington DC, USA.
  • Z. Cao, H. Guo, J. Zhang and U. Fastenrath, Multiagent-based Route Guidance for Increasing the Chance of Arrival on Time . In Proceedings of Conference on Artificial Intelligence (AAAI), USA, 2016.
  • D. T. Hoang and D. Niyato, Information Service Pricing Competition in Internet-of-Vehicle (IoV) . In Proceedings of International Conference on Computing, Networking and Communications (ICNC), USA, 2016.

2015

Number of Papers Published: 11

  • Z. P. Li, L. H. Lim, X. S. Chen and C. S. Tan, Supplier Selection Decision-Making in Supply Chain Risk Scenario Using Agent Based Simulation . In Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Singapore, 2015.
  • W. J. Tan, Z. P. Li and W. T. Cai, Design of Supply Chain Topology to Mitigate Demand and Supply Risk . In Proceedings of Winter Simulation Conference (WSC), USA, 2015.
  • D. Yang, S. W. Goh, C. Xu, A. Zhang and O. Arcan, Forecast UPC-Level FMCG Demand, Part I: Exploratory Analysis and Visualization . In Proceedings of IEEE Workshop on Big data Analytics in Manufacturing and Supply Chains, USA, 2015.
  • D. Yang, S. W. Goh, S. Jiang, A. Zhang and O. Arcan, Forecast UPC-Level FMCG Demand, Part II: Hierarchical Reconciliation . In Proceedings of IEEE Workshop on Big data Analytics in Manufacturing and Supply Chains, USA, 2015.
  • B. Y. Ong, S. W. Goh and C. Xu Sparsity Adjusted Information Gain for Feature Selection in Sentiment Analysis . In Proceedings of IEEE Workshop on Big data Analytics in Manufacturing and Supply Chains, USA, 2015.
  • W. Yang, X. Chen, O. Arcan, L.J. Jasmine and D. Yang, Big Data Analytics for Empowering Milk Yield Prediction in Dairy Supply Chains . In Proceedings of IEEE Workshop on Big data Analytics in Manufacturing and Supply Chains, USA, 2015.
  • S. D. Handoko, A. Gupta, C. K. Heng, H. C. Lau, Y.-S. Ong and P. S. Tan, Solving Multi-vehicle Profitable Tour Problem via Knowledge Adoption in Evolutionary Bi-level Programming . In Proceedings of IEEE Congress on Evolutionary Computation (CEC), Japan, 2015.
  • A. Gupta and Y. S. Ong, An Evolutionary Algorithm with Adaptive Scalarization for Multiobjective Bilevel Programs . In Proceedings of IEEE Congress on Evolutionary Computation (CEC), Japan, 2015.
  • Q. Guo, C. K. Heng, Y. L. Theng, Y. S. Ong and P. S. Tan, Offline Time-sensitive Travel Time Estimation in an Urban Road Network . In Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Singapore, 2015.
  • M. A. Alsheikh, S. Lin, H. P. Tan and D. Niyato, Toward a robust sparse data representation for wireless sensor networks . In Proceedings of IEEE International Conference on Local Computer Networks (LCN), USA, 2015.
  • W. J. Tan, Z. Li and W. Cai, Design of Supply Chain Topology to Mitigate Demand and Supply Risks , In Proceedings of Winter Simulation Conference (WSC), USA, 2015.

2014

Number of Papers Published: 14

  • S. Faghih-Roohi, S. Asian, Y.-S. Ong, N. Zhang and Puay Siew Tan, Conditional Value-at-Risk Model for Transportation Networks of Hazardous Materials . In Proceedings of International Conference on Production and Operations Management Society (POMS), Singapore, 2014.
  • S. Jiang, J. Zhang and Y.-S. Ong, A Pheromone-based Traffic Management Model for Vehicle Re-routing and Traffic Light Control . In Proceedings of International Conference on Autonomous Agents and Multiagent Systems (AAMAS), France, 2014.
  • Y. Yin, B. An and M. Jain, Dynamic Allocation of Security Resources for Protecting Targets with Varying Values . In Proceedings of International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), France, 2014.
  • S. W. Jiang, J. Zhang and Y.-S. Ong, A Pheromone-based Traffic Management Model for Vehicle Re-routing and Traffic Light Control . International Foundation for Autonomous Agents and Multiagent Systems, 2014.
  • A. Gupta, Y.-S. Ong, A. Zhang and P. S. Tan, A Bi-level Evolutionary Algorithm for Multi-Objective Vehicle Routing Problems with Time Window Constraints . In Proceedings of Asia Pacific Conference on Intelligent and Evolutionary Systems (IES), Singapore, 2014.
  • C. K. Heng, N. Zhang, P. S. Tan and Y.S. Ong, Multi-objective Heterogeneous Capacitated Vehicle Routing Problem with Time Windows and Simultaneous Pickup and Delivery for Urban Last Mile Logistics . In Proceedings of Asia Pacific Conference on Intelligent and Evolutionary Systems (IES), Singapore, 2014.
  • J. J. Lim and Allan N. Zhang, A Risk-Averse Inventory Cost Model using CVaR . In Proceedings of Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), Singapore, 2014.
  • M. Jarrah, Bernard P. Zeigler, C. Xu and J. Zhang, A Multi-Agent Simulation Framework to Support Agent Interactions under Different Domains . In Proceedings of Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), Singapore, 2014.
  • G. Yee, Y.-S. Ong and P.S. Tan, Emergent Effects from Simple Mechanism in Supply Chain models . In Proceedings of Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), Singapore, 2014.
  • Z. Li and R.K. Gulati, Supply Chain Risk Mitigation and the Application Potential of Complex Systems Approaches . In Proceedings of Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), Singapore, 2014.
  • M. Jarrah, Bernard P. Zeigler, C. Xu and J. Zhang, A Multi-Agent Simulation Framework to Support Agent Interactions under Different Domains . In Proceedings of Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), Singapore, 2014.
  • H. Guo, Z. Cao, J. Zhang, D. Niyato and U. Fastenrath, Routing Multiple Cars in Large Scale Networks: Minimizing Road Network Breakdown Probability . In Proceedings of IEEE International Conference on Intelligent Transportation Systems (ITSC), China, 2014.
  • Z. Cao, H. Guo, J. Zhang, D. Niyato and U. Fastenrath, A Data-Driven Method for Stochastic Shortest Path Problem . In Proceedings of International IEEE Conference on Intelligent Transportation Systems (ITSC), China, 2014.
  • Z. Cao, Q. Li, H. Lim and J. Zhang, A Multi-hop Reputation Announcement Scheme for VANETs . In Proceedings of IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), China, 2014.

2013

Number of Papers Published: 5

  • X. S. Chen, Y.-S. Ong, P. S. Tan, N. S. Zhang and Z. P. Li, Agent-based Modeling and Simulation for Supply Chain Risk Management – A Survey of the State-of-the-Art . In Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), Manchester, UK, 2013.
  • Z. P. Li, P. S. Tan, Q. M. Yee, Q. C. Nguyen, Y.-S. Ong and X. S. Chen, A Review of Complex Systems Technologies for Supply Chain Risk Management . In Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), Manchester, UK, 2013.
  • N. S. Zhang, S. M. Wagner, M. Goh and M. Terhorst, An Interactive Method for Measuring Risk in a Complex Supply Chain Under Uncertainty . In Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), Manchester, UK, 2013.
  • Z. P. Li, P. S. Tan, Q. M. G. Yee and S.G. Lee, An Extended Risk Matrix Approach for Supply Chain Risk Assessment . In Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Bangkok, 2013.
  • C. S. Tan, P. S. Tan and S. G. Lee, Leontief Model Design for Handling Supply Chain Disruption and Variations . In Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Bangkok, 2013.

2012

Number of Papers Published: 2

  • Z. P. Li, P. S. Tan, X. S. Chen, Y. S. Ong, N. S. Zhang and W. He, Technologies for Supply Chain Risk Management. NUS TLI-AP Symposium: The Impacts of Severe Disruptions on Global Supply Chains, Singapore, 2012.
  • N. S. Zhang, S. M. Wagner and M. Goh, Quantifying Supply Chain Disruption Risk Using VaR . In Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Hong Kong, 2012.