1基本信息

姓名：邱少明

性别：男

职称：教授（硕导）

办公电话：0411-87402227,  办公地点：明德楼707

电子邮箱：17896015@qq.com

研究方向：故障诊断；数据采集；智能决策

招生信息：每年招收控制学硕3名

2个人简介

邱少明，教授、研究生导师，中国自动化学会会员，中国计算机学会会员，中国指挥控制学会火力与指挥控制专业委员会委员、国防装备型号项目负责人、辽宁省一流课程负责人、校优秀教学团队负责人。主要从事故障诊断、数据采集、智能决策方向的研究工作；近年来，获得辽宁省教学成果二等奖1项、三等奖2项、大连大学科技成果奖1项；主持国家装备型号项目、各类省市级项目等4项，项目总额2700余万元；参与完成国家863、自然科学基金、国防项目等10余项；以第一作者在国内外刊物发表论文30余篇，其中SCI/EI检索10余篇；以第一发明人获授权发明专利7项。

3主要科研项目

[1] 辽宁省教育厅项目：高速眼图测试关键技术研究，2014.07-2017.12，主持

[2] 辽宁省教育厅项目：基于校企合作的“双师”结构教学团队建设的研究与实践，2022.09-2024.12，主持

[3] 横向课题：数据采集装置，2019.03-今，项目负责人

4. 近3年发表的代表性论文

[1] Qiu, S.; Li, A. Application of Chaos Mutation Adaptive Sparrow Search Algorithm in Edge Data Compression. Sensors 2022, 22, 5425.

[2] Qiu S, Zhao J, Lv Y, et al. Digital-Twin-Assisted Edge-Computing Resource Allocation Based on the Whale Optimization Algorithm[J]. Sensors, 2022, 22(23): 9546.

[3]Qiu, Shaoming, Fen Chen, Yahui Wang, and Jiancheng Zhao. 2023. "Evolutionary Method of Heterogeneous Combat Network Based on Link Prediction" Entropy 25, no. 5: 812. https://doi.org/10.3390/e25050812

[4]Qiu, Shaoming, Yahui Wang, Yana Lv, Fen Chen, and Jiancheng Zhao. 2023. "Optimizing BiLSTM Network Attack Prediction Based on Improved Gray Wolf Algorithm" Applied Sciences 13, no. 12: 6871.

[5]Qiu, Shaoming, Jiancheng Zhao, Xuecui Zhang, Ao Li, Yahui Wang, and Fen Chen. 2023. "Cluster Head Selection Method for Edge Computing WSN Based on Improved Sparrow Search Algorithm" Sensors 23, no. 17: 7572. https://doi.org/10.3390/s23177572

[6]QIU S, ZHAO J, ZHANG X, et al. Improved binary marine predator algorithm-based digital twin-assisted edge-computing offloading method[J]. Future Generation Computer Systems, 2024, 155:437-446.

[7]Qiu, Shaoming, Bo Zhang, Yana Lv, Jie Zhang, and Chao Zhang. 2024. "A Lithium-Ion Battery Remaining Useful Life Prediction Model Based on CEEMDAN Data Preprocessing and HSSA-LSTM-TCN" World Electric Vehicle Journal 15, no. 5: 177. https://doi.org/10.3390/wevj15050177

[8]Shaoming Qiu, Jingfeng Ye, Jiancheng Zhao, Lei He, Liangyu Liu, Bicong E., Xinchen Huang. Video anomaly detection guided by clustering learning[J].Pattern Recognition., 2024,153，https://doi.org/10.1016/j.patcog.2024.110550

[9]Qiu S, Dai J, Zhao D. Path Planning of an Unmanned Aerial Vehicle Based on a Multi-Strategy Improved Pelican Optimization Algorithm. Biomimetics. 2024; 9(10):647. https://doi.org/10.3390/biomimetics9100647

[10]Qiu S, Liu L, Wang Y, Huang X, E. B, et al. (2024) Mechanical equipment fault diagnosis method based on improved deep residual shrinkage network. PLOS ONE 19(10): e0307672. https://doi.org/10.1371/journal.pone.0307672