Guiling Wang
Distinguished Professor, Data Science
- guiling.wang@njit.edu
- 973-596-5211
- 4309 Guttenberg Information Technologies Center (GITC)
About Me
Dr. Guiling Wang received her Ph.D. in Computer Science and Engineering and a minor in Statistics from The Pennsylvania State University May 2006. She received her B.S. in Software from Nankai University in Tianjin, China.
Education
Ph.D.; Pennsylvania State University-Main Campus; Computer Science And Engineering; 2006
2026 Fall Courses
CS 725 - INDEPENDENT STUDY I
DS 700B - MASTER'S PROJECT
CS 489 - COMPUTER SCIENCE RESEARCH PROJ
CS 700B - MASTER'S PROJECT
CS 790A - DOCT DISSERTATION & RES
DS 488 - INDEPENDENT STUDY IN DS
DS 790A - DOCT DISSERTATION & RES
CS 726 - INDEPENDENT STUDY II
CS 488 - INDEPENDENT STUDY IN CS
CS 701B - MASTER'S THESIS
DS 701B - MASTER'S THESIS
CS 792 - PRE-DOCTORAL RESEARCH
DS 725 - INDEPENDENT STUDY I
DS 792B - PRE-DOCTORAL RESEARCH
DS 701C - MASTER'S THESIS
DS 726 - INDEPENDENT STUDY II
Teaching Interests
Applied AI
Past Courses
CS 456: OPEN SYSTEMS NETWORKING
CS 485: ST:
CS 485: ST: THRIVING IN THE ERA OF AI: SELF-MASTERY, LEARNING, AND WELL-BEING
CS 656: INTRNET&HIGHER LAYER PRO
CS 677: DEEP LEARNING
CS 698: ST:
CS 698: ST: BLOCKCHAIN TECHNOLOGIES AND APPLICATIONS
CS 698: ST: MOBILE PHONE SYSTEM AND PROGRAMMING
CS 755: SECURITY & PRIV WIRELESS NETWK
CS 756: MOBILE COMPTNG & SENSOR NTWRK
CS 756: MOBILE COMPUTING & SENSOR NETWR
DS 677: DEEP LEARNING
Research Interests
Applied AI in Finance, Transportation, Psychology, Health, Social Science and beyond
Large Language Models
Deep Learning
Blockchain Technologies
Large Language Models
Deep Learning
Blockchain Technologies
Journal Article
Ankan Dash, Junyi Ye, Guiling Wang. 2024. "A Review of Generative Adversarial Networks (GANs) and Its Applications in a Wide Variety of Disciplines: From Medical to Remote Sensing." IEEE Access, vol. 12, pp. 18330-18357.
Wei Yao, N. Gorlewski, Fadi P Deek, Guiling Wang. 2024. "Considerations for Decision-makers and Developers toward Adoption of Decentralized Key Management Systems Technology in Emerging Applications." IEEE Computer, vol. 57, no. 7, pp. 27-38.
Jingyi Gu, Sarvesh Shukla, Junyi Ye, Ajim Uddiin, Guiling Wang. "Deep learning model with sentiment score and weekend effect in stock price prediction." SN Business & Economics, vol. 3, no. 7.
Wei Yao, Fadi P Deek, Renita Murimi, Guiling Wang. 2023. "SoK: A Taxonomy for Critical Analysis of Consensus Mechanisms in Consortium Blockchain." IEEE Access, vol. 11, pp. 79572-79587.
Wei Yao, Jingyi Gu, Wenlu Du, Fadi P Deek, Guiling Wang. 2022. "Adpp: A novel anomaly detection and privacy-preserving framework using blockchain and neural networks in tokenomics." International Journal of Artificial Intelligence \& Applications, vol. 13, no. 6, pp. 17--32.
Baowei Wang, Yufeng Wu, Guiling Wang. 2023. "Adaptor: Improving the Robustness and Imperceptibility of Watermarking by the Adaptive Strength Factor." IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 11, pp. 6260-6272.
Wenlu Du, Ankan Dash, Jing Li, Hua Wei, Guiling Wang. 2023. "Safety in Traffic Management Systems: A Comprehensive Survey." MDPI Designs.
Jingyi Gu, Sarvesh Shukla, Junyi Ye, Ajim Uddiin, Guiling Wang. 2023. "Deep Learning Model with VADER Sentiment Score in Stock Price Prediction." SN Business & Economics, vol. 3, no. 119.
Wei Yao, Jingyi Gu, Wenlu Du, Fadi P Deek, Guiling Wang. 2022. "ADPP: A Novel Anomaly Detection and Privacy-Preserving Framework Using Graph and Recurrent Neural Networks in Tokenomics." International Journal of Artificial Intelligence and Applications, vol. 13, no. 6, pp. 17-32.
Songlin He Yuan Lu, Qiang Tang, Guiling Wang, Chase Qishi Wu. 2022. "Blockchain-Based P2P Content Delivery ``With Monetary Incentivization and Fairness Guarantee." IEEE Transactions on Parallel and Distributed Systems.
Ankan Dash, Junyi Ye, Guiling Wang, Huiran Jin. 2022. "High resolution solar image generation using Generative Adversarial Networks." Annals of Data Science.
Xie Xueshuo, Wang Jiming, Ye Junyi, Fang Yaozheng, Lu Ye, Li Tao, Wang Guiling. 2021. "AWAP: Adaptive weighted attribute propagation enhanced community detection model for bitcoin de-anonymization." Applied Soft Computing, vol. 109, pp. 107507.
Yuan Lu, Qiang Tang, Guiling Wang. 2021. "Enhancing the Retailer Gift Card via Blockchain: Trusted Resale and More." Journal of Database Management (JDM), vol. 32, no. 1, pp. 49--68.
Renita Murimi, Guiling Wang. 2021. "On Elastic Incentives for Blockchain Oracles." .
Tao Li, Yaozheng Fang, Zhaolong Jian, Xueshuo Xie, Ye Lu, Guiling Wang. 2021. "ATOM: Architectural Support and Optimization Mechanism for Smart Contract Fast Update and Execution in Blockchain-based IoT." .
Xueshuo Xie, Yaozheng Fang, Zhaolong Jian, Ye Lu, Tao Li, Guiling Wang. 2020. "Blockchain-driven anomaly detection framework on edge intelligence." CCF Transactions on Networking, vol. 3, no. 3, pp. 171--192.
Yuan Lu, Qiang Tang, Guiling Wang. 2020. "Dragoon: Private Decentralized HITs Made Practical." IEEE International Conference on Distributed Computing Systems (ICDCS).
Yuan Lu, Zhenliang Lu, Qiang Tang, Guiling Wang. 2020. "Optimal Multi-Valued Validated Asynchronous Byzantine Agreement Revisited." ACM Symposium on Principles of Distributed Computing (PODC).
Xiaoyuan Liang, Yuchuan Zhang, Guiling Wang, Songhua Xu. 2019. "A Deep Learning Model for Transportation Mode Detection Based on Smartphone Sensing Data." IEEE Transactions on Intelligent Transportation Systems.
Xiaoyuan Liang, Xunsheng Du, Guiling Wang, Zhu Han. 2019. "A Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks." IEEE Transactions on Vehicular Technologies, vol. 68, no. 2.
Xiaoyuan Liang, Guiling Wang, Martin Renqiang Min, Yi Qi, Zhu Han. 2019. "A deep spatio-temporal fuzzy neural network for passenger demand prediction." , pp. 100--108.
Xiaoyuan Liang, Martin Renqiang Min, Hongyu Guo, Guiling Wang. 2019. "Learning K-way D-dimensional Discrete Embedding for Hierarchical Data Visualization and Retrieval.." , pp. 2966--2972.
Xiaoyuan Liang, Tan Yan, Guiling Wang. 2018. "A Distributed Intersection Management Protocol For Efficiency, Safety, and Driver’s Comfort." IEEE Internet of Things.
Xiaoyuang Lee, Tan Yan, Joyoung Lee, Guiling Wang. 2018. "Distributed Intersection Management Protocol for Driver’s Safety, Efficiency, and Comfort." IEEE Internet of Things Journal, vol. 5, no. 3, pp. 10.
Miao Wang, Guiling Wang, Yujun Zhang, Zhongcheng Li. 2017. "A High-precision Multi-granularity Reputation Evaluation Mechanism." IEEE Transactions on Services Computing.
Jie Tian, Yi Wang, Xiaoyuan Liang, Guiling Wang, Yujun Zhang. 2017. "WA-MAC: A weather adaptive MAC protocol in survivability-heterogeneous wireless sensor networks." Ad Hoc Networks, vol. 67, pp. 40--52.
Miao Wang, Guiling Wang, Yujun Zhang, Zhongcheng Li. 2016. "A high-reliability multi-faceted reputation evaluation mechanism for online services." IEEE Transactions on Services Computing, vol. 12, no. 6, pp. 836--850.
Jie Tian, Xiaoyuan Liang, Guiling Wang, Wenshang Zhang. 2016. "Deployment and Reallocation in Mobile Survivability-heterogeneous Wireless Sensor Networks for Barrier Coverage." Ad Hoc Networks.
Xiaoyuan Liang, Jie Tian, Xiaoning Ding, Guiling Wang. 2015. "A Risk and Similarity Aware Application Recommender System." Journal of Computing and Information Technology, Special Issue on Network Security.
Jie Tian, Yan Tan, Xin Gao, Guiling Wang. 2015. "Scheduling Survivability-Heterogeneous Sensor Networks for Critical Location Surveillance." ACM Transactions on Sensor Networks.
Jie Tian, Yan Tan, Guiling Wang. 2015. "A Network Coding Based Energy Efficient Data Backup in Survivability-Heterogeneous Sensor Networks." IEEE Transactions on Mobile Computing.
Ye Ouyang, Yan Tan, Guiling Wang. 2015. "CrowdMi: Scalable and Diagnosable Mobile Voice Quality Assessment Through Wireless Analytics ." IEEE Internet of Things Journal, Special Issue on Big Data Analytics and Management in Internet of Things.
Tan Yan, Wenshang Zhang, Guiling Wang. 2015. "Collecting Vehicle Trajectory through Message Dissemination." International Journal on Ad Hoc & Sensor Wireless Networks.
Xin Gao, Jie Tian, Guiling Wang. 2014. "Poster: detection of transportation mode based on smartphones for reducing distracted driving." , pp. 355--358.
Jie Tian, Xiaoyuan Liang, Tan Yan, Mahesh Kumar Somashekar, Guiling Wang, Cesar Bandera. 2014. "A Novel Disjoint Set Division Algorithm for Joint Scheduling and Routing in Wireless Sensor Networks." Wireless Networks, Springer, pp. 1 - 13.
Yujun Zhang, Tan Yan, jie Tian, Qi Hu, Guiling Wang, Zhongcheng Li. 2014. "TOHIP: A Topology-Hidding Multipath Routing Protocol in Mobile Ad Hoc Networks." Elsevier Ad Hoc Networks.
Jie Tian, Wenshang Zhang, Guiling Wang, Xin Gao. 2014. "2D k-barrier Duty-cycle Scheduling for Intruder Detection in Wireless Sensor Networks." Elsevier Computer Communications.
Tan Yan, Wenshang Zhang, Guiling Wang. 2014. "DOVE: Data Dissemination to A Desired Number of Receivers in VANET." IEEE Transactions on Vehicular Technology.
Jie Tian, Guiling Wang, Tan Yan, Wenshang Zhang. 2014. "Detect Smart Intruders in Sensor Networks By Creating Network Dynamics." Elsevier Computer Networks.
Tan Yan, Wenshang Zhang, Guiling Wang. 2014. "A Grid-based On-road Localization System in VANET with Linear Error Propagation ." IEEE Transactions on Wireless Communications.
Tan Yan, Wenshang Zhang, Guiling Wang, Yujun Zhang. 2014. "Access Points Planning in Urban Area for Data Dissemination to Drivers." IEEE Transactions on Vehicular Technology.
Tan Yan, Guiling Wang. 2013. "Ivy: Interest-based Data Delivery in VANET through Neighbor Caching." Journal of Cyber Security and Mobility, vol. 2, pp. 151-173.
J. Tian, Guiling Wang, Y. Tan, Wen Zhang. 2011. "A Distributed Scheme for Securing Middle-Tier Multicast in Hierarchical Sensor Networks." Ad Hoc and Sensor Wireless Networks, no. 3-4.
Bin Tong, Guiling Wang, Wenshang Zhang, Chuang Wang. 2011. "Node Reclamation and Replacement for Long-lived Sensor Networks." IEEE Transactions on Parallel and Distributed Systems.
Guiling Wang, Mary Jane Irwin, Haoying Fu, Piotr Berman, Wensheng Zhang, Tom La Porta. 2011. "Optimizing Sensor Movement Planning for Energy Efficiency." ACM Transactions of Sensor Networks, vol. 7, no. 4.
Renita Machado, Wenshang Zhang, Guiling Wang, Sirin Tekinay. 2011. "Coverage Properties of Clustered Wireless Sensor Networks." ACM Transactions of Sensor Networks.
Chuan Wang, Taiming Feng, Jinsook Kim, Guiling Wang, Wensheng Zhang. 2011. "Catching Packet Droppers and Modifiers in Wireless Sensor Networks." IEEE Transactions on Parallel & Distributed Systems.
Renita Machado, Sirin Tekinay, Wenshang Zhang, Guiling Wang. 2010. "Diffusion-based Approach to Deploying Wireless Sensor Networks." Internationa Journal of Sensor Networks.
Renita Machado, Haibo He, Guiling Wang, Sirin Tekinay. 2010. "Redundancy estimation and Adaptive Density Control in Wireless Sensor Networks." Ad Hoc and Sensor Wireless Networks, An International Journal, vol. 10, no. 2-3, pp. 153-176.
Renita Machado, Nirwan Ansari, Guiling Wang, Sirin Tekinay. 2010. "Adaptive Density Control in Heterogeneous Wireless Sensor Networks With and Without Power Management." IET Communications, Special Issue on Vehicular Ad Hoc and Sensor Networks , vol. 4, no. 7, pp. 758-767.
Josiane Nzouonta, Neeraj Rajgure, Guiling Wang, Cristian M. Borcea. 2009. "VANET Routing on City Roads using Real-Time Vehicular Traffic Information." IEEE Transactions on Vehicular Technology, vol. 58, pp. 18.
Wen Zhang, N. Subramanian, Guiling Wang. 2008. "Lightweight and Compromise-Resilient Message Authentication in Sensor Networks." IEEE INFOCOM.
Guiling Wang, G. Cao, T. L. Porta, P. Berman. 2007. "Bidding Protocols for Deploying Mobile Sensors." IEEE Transaction on Mobile Computing, no. 5.
Guiling Wang, G. Cao, T. L. Porta. 2006. "Sensor Deployment Protocols." IEEE Transaction on Mobile Computing, no. 6.
Guiling Wang, M. J. Irwin, P. Berman, H. Fu, T. L. Porta. 2005. "Optimizing Sensor Movement for Energy Efficiency." International Symposium on Low Power Electronics and Design (ISPLED).
Guiling Wang, G. Cao, T. L. Porta, Wen Zhang. 2005. "Sensor Relocation in Mobile Sensor Networks." IEEE INFOCOM.
Guiling Wang, G. Cao, T. L. Porta. 2004. "Proxy-Based Sensor Deployment for Mobile Sensor Networks." IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS).
Guiling Wang, G. Cao, T. L. Porta. 2004. "Movement-Assisted Sensor Deployment." IEEE INFOCOM.
Guiling Wang, Wensheng Zhang, Guohong Cao, Tom La Porta. 2003. "On supporting distributed collaboration in sensor networks." , vol. 2, pp. 752--757.
Guiling Wang, G. Cao, T. L. Porta. 2003. "A Bidding Protocol for Deploying Mobile Sensors." The 11th IEEE International Conference on Network Protocols (ICNP).
Conference Paper
"DySTAGE: Dynamic Graph Representation Learning for Asset Pricing via Spatio-Temporal Attention and Graph Encodings"
ACM, November, 2024.
ACM, November, 2024.
"Prediction with Time-Series Mixer for the S&P500 Index"
IEEE 39th International Conference on Data Engineering Workshops (ICDEW), June, 2023.
IEEE 39th International Conference on Data Engineering Workshops (ICDEW), June, 2023.
"Fair Peer-to-Peer Content Delivery via Blockchain"
Proceedings of the 26th European Symposium on Research in Computer Security, October (4th Quarter/Autumn), 2021.
Proceedings of the 26th European Symposium on Research in Computer Security, October (4th Quarter/Autumn), 2021.
"High-Fidelity Teleoperated Scaled Vehicles for Research and Development of Intelligent Transportation Technologies"
ASME 2020 Dynamic Systems and Control Conference, 2020.
ASME 2020 Dynamic Systems and Control Conference, 2020.
Conference Proceeding
"Data Augmentation for Text Classification with EASE"
2023.
2023.
"HODL: The Hold of Reddit Over the Stock Market"
2023.
2023.
"iBCTrans: A Practical Blockchain-Based Framework for Cellular Vehicular-To-Everything Networks"
2023.
2023.
"Prediction with Time-Series Mixer for the S&P500 Index"
2023.
2023.
"VDKMS: Vehicular Decentralized Key Management System for Cellular Vehicular-to-Everything Networks, A Blockchain-Based Approach"
2023.
2023.
"Margin Trader: A Reinforcement Learning Framework for Portfolio Management with Margin and Constraints"
ACM, November, 2023.
ACM, November, 2023.
"SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal Control"
AAAI Conference on Artificial Intelligence (AAAI’23), February, 2023.
AAAI Conference on Artificial Intelligence (AAAI’23), February, 2023.
"Generic Superlight Client for Permissionless Blockchains"
25th European Symposium on Research in Computer Security, September, 2020.
25th European Symposium on Research in Computer Security, September, 2020.
"Dumbo-MVBA:Optimal Asynchronous Multi-valued Validated Byzantine Agreement, Revisited"
39th ACM Symposium on Principles of Distributed Computing, August, 2020.
39th ACM Symposium on Principles of Distributed Computing, August, 2020.
"On Enabling Machine Learning Tasks atop Public Blockchains: a Crowdsourcing Approach"
1st Workshop on Blockchain and Sharing Economy Applications, co-located with the 18th IEEE International Conference on Data Mining , November, 2018.
1st Workshop on Blockchain and Sharing Economy Applications, co-located with the 18th IEEE International Conference on Data Mining , November, 2018.
"A Low-Cost Collaborative Indoor Localization System based on Smartphone Platform"
Green Computing and Communications, August, 2018.
Green Computing and Communications, August, 2018.
"ZebraLancer: Private and Anonymous Crowdsourcing System atop Open Blockchain"
the 38th IEEE International Conference on Distributed Computing Systems (ICDCS), July (3rd Quarter/Summer), 2018.
the 38th IEEE International Conference on Distributed Computing Systems (ICDCS), July (3rd Quarter/Summer), 2018.
"A Convolutional Neural Network for Transportation Mode Detection Based on Smartphone Platform"
The 14th IEEE International Conference on Mobile Ad-hoc and Sensor Systems, October (4th Quarter/Autumn), 2017.
The 14th IEEE International Conference on Mobile Ad-hoc and Sensor Systems, October (4th Quarter/Autumn), 2017.
"Distributed Intersection Management Protocol for Driver’s Safety, Efficiency, and Comfort"
UKC 2017, August, 2017.
UKC 2017, August, 2017.
"A Light-weight and Accurate Transit Mode Detection System Based on Smartphone Platform"
Transportation Research Board, January (1st Quarter/Winter), 2017.
Transportation Research Board, January (1st Quarter/Winter), 2017.
"High performance 14nm SOI FinFET CMOS technology with 0.0174μm<sup>2</sup> embedded DRAM and 15 levels of Cu metallization"
February, 2015.
February, 2015.
"An Accurate and Multi-faceted Reputation Scheme for Cloud Computing"
Procedia Computer Science, August, 2014.
Procedia Computer Science, August, 2014.
"ARPP: An Augmented Reality 3D Ping-Pong Game System on Android Mobile Platform"
IEEE Wireless and Optical Communication Conference, May, 2014.
IEEE Wireless and Optical Communication Conference, May, 2014.
"User Behavior based Automatical Navigation System on Android Platform"
IEEE Wireless and Optical Communication Conference, May, 2014.
IEEE Wireless and Optical Communication Conference, May, 2014.
"Duty-cycle Scheduling for Intruder Detection in Wireless Sensor Networks"
The 24th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS), November, 2012.
The 24th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS), November, 2012.
"DOVE: Data Dissemination to A Fixed Number of Receivers in VANET"
The 9th IEEE International Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), June, 2012.
The 9th IEEE International Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), June, 2012.
"Roadside Infrastructure Planning for Vehicle Trajectory Collection"
The 35th IEEE Sarnoff Symposium, May, 2012.
The 35th IEEE Sarnoff Symposium, May, 2012.
"Design and Performance Study of a Topology-Hiding Multipath Routing Protocol for Mobile Ad Hoc Networks"
IEEE INFOCOM, March, 2012.
IEEE INFOCOM, March, 2012.
"GOT: Grid-based On-road Localization through Inter-Vehicle Collaboration "
The 8th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS), October (4th Quarter/Autumn), 2011.
The 8th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS), October (4th Quarter/Autumn), 2011.
"Heterogeneity-aware Design for Automatic Detection of Problematic Road Conditions"
The 8th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS), October (4th Quarter/Autumn), 2011.
The 8th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS), October (4th Quarter/Autumn), 2011.
"Reconciling Privacy Preservation and Intrusion Detection in Sensory Data Aggregation"
INFOCOM 2011, April (2nd Quarter/Spring), 2011.
INFOCOM 2011, April (2nd Quarter/Spring), 2011.
"How Wireless Power Charging Technology Affects Sensor Network Deployment and Routing"
The 30th International Conference on Distributed Computing Systems (ICDCS) (Acceptance ratio: 14%), June, 2010.
The 30th International Conference on Distributed Computing Systems (ICDCS) (Acceptance ratio: 14%), June, 2010.
"An Integrated Network of Roadside Sensors and Vehicles for Driving Safety: Concept, Design and Experiments"
Pervasive Computing and Communications (PerCom), 2010 IEEE International Conference on (Acceptance ratio: 12%), March, 2010.
Pervasive Computing and Communications (PerCom), 2010 IEEE International Conference on (Acceptance ratio: 12%), March, 2010.
"Towards Reliable Scheduling Schemes for Long-lived Replaceable Sensor Networks"
INFOCOM 2010 (Acceptance ratio: 17.5%), March, 2010.
INFOCOM 2010 (Acceptance ratio: 17.5%), March, 2010.
"Network Planning for Heterogeneous Wireless Sensor Networks in Environmental Survivability"
21st International Conference on Tools with Artificial Intelligence, November, 2009.
21st International Conference on Tools with Artificial Intelligence, November, 2009.
"On-Demand Node Reclamation and Replacement for Guaranteed Area Coverage in Long-lived Sensor Networks"
The Sixth International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine), November, 2009.
The Sixth International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine), November, 2009.
"A Power-Efficient Scheme for Securing Multicast in Hierarchical Sensor Networks"
August, 2009.
August, 2009.
"Catching Packet Droppers and Modifiers in Wireless Sensor Networks"
Sixth Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), June, 2009.
Sixth Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), June, 2009.
"Node Reclamation and Replacement for Long-lived Sensor Networks"
Sixth Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), June, 2009.
Sixth Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), June, 2009.
Conference Abstract
"Smart bus system under connected vehicle environment"
PTV VISSIM/VISUM User Group Meeting, October (4th Quarter/Autumn), 2016.
PTV VISSIM/VISUM User Group Meeting, October (4th Quarter/Autumn), 2016.