| 姓 名 | 陶红伟 | 性 别 | 男 |
职 称 | 教授 | 电 话 |
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电子邮件 | tthhww_811@163.com | |||
通信地址 | 郑州市高新区科学大道136号 | |||
研究方向 | 形式化方法；软件可信性度量；大数据分析 | |||
工作简历 | ||||
(1) 2023-01 至 今，郑州轻工业大学，计算机科学与技术学院，教授 (2) 2016-06 至 2022-12，郑州轻工业大学，计算机科学与技术学院，副教授 (3) 2014-12 至 2016-05，信息工程大学，网络空间安全学院，副教授 (4) 2011-06 至 2014-11，信息工程大学，网络空间安全学院，讲师 | ||||
科研项目（5项左右） | ||||
(1) 基于深度迁移学习的跨项目软件缺陷预测关键技术研究, 河南省科技攻关项目, 2024-2025, 主持 (2) 开源软件版本之间兼容性可信量化分析, 华为技术有限公司横向项目课题, 2023-2024, 主持 (3) 基于机器学习的软件缺陷预测关键技术研究, 河南省科技攻关项目, 2023-2024, 主持 (4) 数字助力-河南AI人才培养（高校AI人才培养）, 中华思源工程基金会公益项目, 2022-2023, 主持 (5) 软件代码级可信性度量与增强关键技术研究, 河南省科技攻关项目, 2021-2022, 主持 (6) 分层可信的韧性系统架构, 华为技术有限公司横向项目, 2021-2022, 第2 (7) 可信度量方法,华为技术有限公司横向项目, 2020-2021, 第2 | ||||
学术及科研成果 | ||||
论文： [1] Xiaoxu Niu#, Hongwei Tao#∗, Qiaoling Cao, Tao Wang, Jianxun Wan, Zhenhao Geng. Prediction of Incompatible Bug Numbers Between Versions of Java Open-Source Software Based on Deep Fusion Features. Expert Systems with Applications, 269(2025):126444, 2025. (TOP, SCI) [2] Hongwei Tao, Han Liu, Xiaoxu Niu*, Licheng Ding, Yixiang Chen, Qiaoling Cao. Software Aging Oriented Trustworthiness Measurement Based on Weighted Boltzmann Entropy. Information and Software Technology, 178(2025): 107606, 2025. (CCF B, SCI) [3] Hongwei Tao*, Qiaoling Cao, Haoran Chen1 Yanting Li, Xiaoxu Niu, Tao Wang, Zhenhao Geng, Songtao Shang. Software Defect Prediction Method Based on Clustering Ensemble Learning. IET Software, 2024: 6294422, 2024. (CCF B, SCI) [4] Hongwei Tao#*, Xiaoxu Niu#, Lang Xu, Lianyou Fu, Qiaoling Cao, Haoran Chen, Songtao Shang, Yang Xian. A Comparative Study of Software Defect Binomial Classification Prediction Models Based on Machine Learning. Software Quality Journal, 32(3):1203–1237, 2024. (CCF C, SCI) [5] Hongwei Tao*, Lianyou Fu, Qiaoling Cao, Xiaoxu Niu, Haoran Chen, Songtao Shang, Yang Xian. Cross-Project Defect Prediction using Transfer Learning with Long Short-Term Memory Networks. IET Software, 2024: 5550801, 2024. (CCF B, SCI) [6] Hongwei Tao*, Qiaoling Cao, Haoran Chen, Yang Xian, Songtao Shang Xiaoxu Niu. A Novel Software Trustworthiness Evaluation Strategy via Relationships between Criteria. Symmetry, 14(11):2458, 2022. (SCI) [7] Hongwei Tao*, Xiaoxu Niu, Lianyou Fu, Shuze Yuan, Xiao Wang, Jiaxue Zhang, Yinghui Hu. DeepRS: A Library of Recommendation Algorithms Based on Deep Learning. International Journal of Computational Intelligence Systems, 15:45, 2022. (SCI) [8] Hongwei Tao, Yinghui Hu, Hui Li*, Deqiang Fan, Haoran Chen. The Credibility Measurement Model of Food Safety On-chain Data Based on Blockchain. Journal of Internet Technology, 23(4):719-725, 2022. (SCI) [9] Hongwei Tao, Yixiang Chen*, Han Liu, Hengyang Wu, Yinghui Hu. Attributes Oriented Software Trustworthiness Measure Based on Axiomatic Approaches. Journal of Internet Technology, 23(3): 583-592, 2022. (SCI) [10] Hongwei Tao, Yixiang Chen*, Hengyang Wu. Theoretical and Empirical Validation of Software Trustworthiness Measure Based on Decomposition of Attributes. Connection Science, 34(1):1181-1200, 2022. (CCF C, SCI) [11] Hongwei Tao, Lianyou Fu, Yixiang Chen*, Lin Han, Xiao Wang. Improved Allocation and Reallocation Approaches for Software Trustworthiness Based on Mathematical Programming. Symmetry, 14(3):628, 2022. (SCI) [12] Hongwei Tao, Yixiang Chen*, Hengyang Wu. A Reallocation Approach for Software Trustworthiness Based on Trustworthy Attributes. Mathematics, 8(14): 1-15, 2020. (SCI) [13] Hongwei Tao, Hengyang Wu, Yixiang Chen*. An Approach of Trustworthy Measurement Allocation Based on Sub-Attributes of Software. Mathematics, 7(3): 1-15, 2019. (SCI) 专著： [14] 陈仪香, 陶红伟. 软件可信性度量评估与增强规范, 科学出版社, 2019. (国家科学技术学术著作出版基金专著) 奖励： [15] 陶红伟(2/6), 软件系统可信性量化评估方法及应用, 中国计算机学会, 科技进步, 二等奖, 2022. 专利： [16] 陶红伟, 牛晓旭, 王涛, 曹巧玲, 耿镇昊. 基于Java开源软件的版本间兼容性可信性量化评估方法, 2024-11-15, 中国, 202411036321 .7 [17] 陶红伟, 曹巧玲, 赵杰, 陈浩然, 牛晓旭, 王涛, 耿镇昊, 李艳婷, 咸阳, 王璞. 基于聚类集成学习的软件缺陷预测方法, 2024-09-10,中国, CN202410817614.2. [18] 陶红伟, 胡英辉, 赵杰, 张静, 尚松涛, 王晓, 马江涛, 陈浩然, 蒋敏. 基于区块链的食品安全上链数据可信性度量方法, 2023-09-01 中国, ZL202110876616.5. [19] 陶红伟, 付连友, 陈浩然, 牛晓旭, 曹巧玲, 尚松涛, 李艳婷, 咸阳, 耿镇昊, 王涛.基于迁移学习的跨项目软件缺陷数量预测方法, 2023-8-18, 中国, CN 202311043463.1. [20] 陶红伟, 咸阳, 陈浩然, 尚松涛, 赵杰, 蒋敏. 一种食品质量安全追踪溯源系统及算法, 2023-07-28, 中国, CN 202211450014.4. [21] 陶红伟, 袁书泽, 胡英辉, 张秋闻, 王晓, 马江涛. 一种基于深度学习的推荐算法系统, 2023-07-18, 中国, ZL202110868848.6.
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