丁智国，博士，副教授，2015年毕业于上海大学获博士学位，2017年6月-2018年6月在美国麻省大学访学。研究兴趣为软件系统质量保证与测试，系统异常检测和预测，近年来以第一作者在《Reliability Engineering & System Safety》，《 International Journal of Systems Science》，《soft computing》等国内外核心期刊上发表论文十多篇，参与国家自然科学基金项目一项，主持省教育厅项目一项，主持教育部产学研合作协同育人项目二项。

【科研论文】

1. Z. DING, Isolation Forest Wrapper Approach for Feature Selection in Software Defect Prediction, IOP Conference Series: Materials Science and Engineering, 1043 (2021), pp. 032030
   

2. Z. DING，L. XING, Improved software defect prediction using Pruned Histogram-based isolation forest, Reliability Engineering & System Safety, 204 (2020), pp. 107170.

3. Z. DING, L. XING and Y. MO, Mapping grid based online taxi anomalous trajectory detection, International Journal of Systems Science, 51 (2020), pp. 1589-1603.

4. Z. DING, Y. MO and Z. PAN, A Novel Software Defect Prediction Method Based on Isolation Forest, 2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2019, August 6, 2019 - August 9, 2019, Institute of Electrical and Electronics Engineers Inc., Zhangjiajie, Hunan, China, 2019, pp. 882-887.

5. Z. G. DING, M. R. FEI, D. J. DU and F. YANG, Streaming data anomaly detection method based on hyper-grid structure and online ensemble learning, Soft Computing, 21 (2017), pp. 5905-5917.

6. Z. DING, Taxi Driving Anomalous Route Detection Using GPS Sampling Data, Intelligent Computing, Networked Control, and Their Engineering Applications,LSMS 2017, ICSEE 2017. Communications in Computer and Information Science, Springer, 2017, pp. 304-312.

7. 丁智国, 莫毓昌,杨凡, 一种新的在线流数据异常检测方法, 计算机科学, 43 (2016), pp. 63-66.

8. Z.-G. DING, D.-J. DU and M.-R. FEI, An isolation principle based distributed anomaly detection method in wireless sensor networks, International Journal of Automation and Computing, 12 (2015), pp. 402-412.

9. Z. DING, H. WANG, M. FEI and D. DU, A Novel Distributed Online Anomaly Detection Method in Resource-Constrained Wireless Sensor Networks, International Journal of Distributed Sensor Networks, 2015 (2015), pp. 1-12.

10. Z. DING, M. FEI and D. DU, An online anomaly detection method for stream data using isolation principle and statistic histogram, International Journal of Modeling, Simulation, and Scientific Computing, 6 (2015), pp. 1550017(1-22).

11. 丁智国，费敏锐，马海平, 一种基于生物地理学优化算法的集成选择方法, 系统仿真学报, 26 (2014), pp. 996-999.

12. Z. DING, M. FEI, D. DU and S. XU, Online Anomaly Detection Method Based on BBO Ensemble Pruning in Wireless Sensor Networks, in S. Ma, L. Jia, X. Li, L. Wang, H. Zhou and X. Sun, eds., Life System Modeling and Simulation: International Conference on Life System Modeling and Simulation, LSMS 2014, and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2014, Shanghai, China, September 20-23, 2014, Proceedings, Part I, Springer Berlin Heidelberg, Berlin, Heidelberg, 2014, pp. 160-169.

13. Z. DING and M. FEI, An anomaly detection approach based on isolation forest algorithm for streaming data using sliding window, 3rd IFAC Conference on Intelligent Control and Automation Science, ICONS 2013, September 2, 2013 - September 4, 2013, IFAC Secretariat, Chengdu, China, 2013, pp. 12-17.

14. Z. DING and M. FEI, Review of the power grid model vulnerability based on complex network theory, International Conference on System Simulation and Scientific Computing 2012, ICSC 2012, October 27, 2012 - October 30, 2012, Springer Verlag, Shanghai, China, 2012, pp. 105-113.

【教研论文】

1. 丁智国, 彭浩,王峰, 协同创新模式下程序设计综合训练课程改革, 中国信息技术教育 (2022), pp. 87-89 

2. 丁智国, 彭浩, 云课堂在线教学改革探索, 中国信息技术教育, (2021), pp. 105-107
   

3. 丁智国, 软件质量保证与测试课程的课程思政建设, 计算机教育 (2020), pp. 82-85.

4. 丁智国, 课程思政视阈下理工类专业课教学改革探索——以“软件质量保证与测试”为例, 中国信息技术教育 (2020), pp. 99-101.

5. 丁智国,吴建斌, 留学生全英文教学探讨——以浙江师范大学软件工程专业为例, 计算机教学研究与实践-2019学术年会论文集, 2019, pp. 122-127.

6. 丁智国,吴建斌, 中外学生混班教学的的探索与思考, 浙江省高校计算机教学研究会2018学术年会论文集, 浙江大学出版社, 浙江杭州, 2018, pp. 69-75.

7. 丁智国,吴建斌, 工程认证背景下软件质量保证与测试课程教学改革研究, 计算机教育 (2018), pp. 33-35+39.

8. 丁智国, 翻转课堂在软件体系结构课程教学中的实践, 计算机教育 (2017), pp. 68-71.

9. 丁智国,“软件测试”在线开放课程的建设探索, 浙江省高校计算机教学研究会2016学术年会论文集, 浙江大学出版社, 浙江杭州, 2016, pp. 25-29.

10. 丁智国, 慕课背景下软件测试课程教学改革探索, 计算机教育 (2016), pp. 46-48+52.

11. 丁智国, 专升本"C语言与数据结构"教学改革探索, 浙江省高校计算机教学研究会2015学术年会论文集, 浙江大学出版社, 浙江台州, 2015, pp. 43-48.

12. 丁智国, 基于角色扮演的《软件测试》课程教学探索, 中国信息技术教育 (2014), pp. 103-105.

13. 丁智国,吕振洪, 软件测试课程实验教学探索, 计算机教育 (2012), pp. 102-105.

14. 丁智国, 钱婕, 面向对象程序设计课程教学改革, 计算机教育 (2011), pp. 9-12.

15. 丁智国, 基于“读、议、练”模式的《面向对象程序设计》课程教学方法研究, 浙江省计算机应用与教育学会教育委员会第十三届年会年会论文集, 浙江, 2009.