Big Data Analytics, Machine Learning, and Intelligent Decision Making

1. Economic Development Analysis and Simulation Platform (2021KE0AC02), 07/2021-06/2022, an ongoing project funded by Zhejiang Lab; Project Director.

2. Knowledge Discovery and Hiding of Network Structure Based on Machine Learning, an ongoing general project (61973273) funded by the National Natural Science Foundation of China (NSFC), 01/2020-12/2023; Project Member.

3. AI-based Content Security and Defense Strategy, a subject of Safe and Controllable AI, a strategic consultation project undertaken by the Chinese Academy of Engineering, 03/2019-03/2021; Project Member.

4. Subproject No. 3 of a Zhejiang Lab Major Project on Key Technologies, Systems, and Applications of Cyberspace Big Search (2019DH0ZX01), 10/2018-02/2020, with a total research fund of 20.38 million CNY (72.5 million CNY for the entire project); Subproject Director.

5. Autonomous Knowledge Acquisition for Streaming Big Data (kq1706020), funded by the Changsha Science and Technology Program, 07/2017-06/2019; Project Director.

6. Semantic Analysis and Quality Inspection Systems for Hotel Big Data, a collaborative project sponsored by Changsha Golden Swan Software Technology Co., Ltd, 04/2017-08/2017; Project Director.

7. Active Complex Event Processing for Large-scale Internet of Things (61371116), funded by the National Natural Science Foundation of China, 01/2014-12/2017; Project Director.

8. Scalable Global Power Management Mechanisms and Algorithms for Heterogeneous Multicore Chips (61300037), funded by the NSFC Young Scientists Fund, 01/2014-12/2016; Project Member.

9. Context-sensitive Active Complex Event Processing for Large-scale Internet of Things (13JJ3046), funded by the Hunan Provincial Natural Science Foundation, 01/2013-12/2015; Project Director.

10. Complex Event Processing for Large-scale Internet of Things (K1203026-11), funded by the Changsha Science and Technology Development Program, 04/2012-03/2014; Project Director.

11. Standardization of Medical IoT Gateways (2001004), funded by the Hunan Provincial Administration of Quality and Technical Regulation, 12/2011-12/2012; Project Member.

1. Yongheng Wang, Shaofeng Geng and Hui Gao. A Proactive Decision Support Method Based on Deep Reinforcement Learning and State Partition. Knowledge-Based Systems, Vol 143(2018): 248-258.

2. Yongheng Wang, Xiaozan Zhang and Zengwang Wang. A Proactive Decision Support System for Online Event Streams. International Journal of Information Technology & Decision Making, Vol. 17, No. 6 (2018): 1891-1913.

3. Yongheng Wang, Hui Gao and Guidan Chen. Predictive complex event processing based on evolving Bayesian networks. Pattern Recognition Letters, Vol.105 (2018): 207~216.

4. Yongheng Wang, Kening Cao. A Proactive Complex Event Processing Method for Large-Scale Transportation Internet of Things. International Journal of Distributed Sensor Networks, 2014.01.01, 2014.

5. Wang, Y. H., Cao, K., Zhang, X. M., Complex event processing over distributed probabilistic event streams, Computers & Mathematics with Applications, 2013.12.01，66(10):1808~1821.