个人简历

王柯，博士、副教授、硕士生导师。男，1992年生，2015年获浙江大学工学学士学位，2021年获浙江大学工学博士学位。先后主持和参与国家和省部级科研课题5项。在Engineering Applications of Artificial Intelligence、Medical Image Analysis、Knowledge-Based Systems、Expert Systems with Applications、Sustainable Cities and Society等国内外期刊和会议上发表论文26篇，出版教材1部。

研究方向

智能检测技术、医学信号分析、多模态感知、智能健康及物联网人工智能等。

主要承担的教学课程

本科生课程：数据库系统原理、物联网通信技术

代表性学术成果

专著及教材：

1. 董剑波，唐军芳，闫辉，王柯等，MySQL数据库系统与应用教程，湖南大学出版社，2025.03

论文及专利：

1.Wang K , Zhu B , Liu B ,et al.Automatic sleep staging based on single-channel ballistocardiogram signals and multiple scales temporal feature analysis[J].Engineering Applications of Artificial Intelligence, 2025, 156.(中科院一区)

2.Wang K , Xie X , Liu B ,et al.Reliable multi-horizon water demand forecasting model: A temporal deep learning approach[J].Sustainable Cities and Society, 2024, 112. (中科院一区)

3.Wang K , Ye Z , Xie T L B .MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization[J].Knowledge-based systems, 2024, 283(Jan.11):1.1-1.15. (中科院一区)

4.Wang K , Tang X Y , Zhao S .Robust multi-step wind speed forecasting based on a graph-based data reconstruction deep learning method[J].Expert Systems with Applications, 2024, 238:14. (中科院一区)

5.Ye Z, Wang K, Lv W, et al. FSDA-DG: Improving cross-domain generalizability of medical image segmentation with few source domain annotations[J]. Medical Image Analysis, 2025: 103704. (中科院一区)

6.Liu B, Chen H, Zhu T, Wang K* , et al. Yolo-HLSAM: Adapting foundation segment anything model for semi-automatic detection and segmentation of breast cancer microcalcification clusters[J]. Biomedical Signal Processing and Control, 2026, 111: 108300. (中科院二区)

7.Wang K, Liu B. SCPD: Splitting-based constrained parallel factor decomposition for fluorescence spectroscopy analysis[J]. Chemometrics and Intelligent Laboratory Systems, 2025: 105487. (中科院二区)

8.Wang K, Yu J, Bi Y, et al. A novel bound constrained optimization method for three-way chemical data analysis with application to fluorescence excitation-emission matrix spectroscopy[J]. Chemometrics and Intelligent Laboratory Systems, 2020, 203: 104036. (中科院二区)

9.Wang K, Yu J, Hou D, et al. Optical detection of contamination event in water distribution system using online Bayesian method with UV–Vis spectrometry[J]. Chemometrics and Intelligent Laboratory Systems, 2019, 191: 168-174. (中科院二区)

主要科研项目

主持：

1. 基于荧光机理与指纹图谱解析的溶解有机碳动态在线检测方法研究，浙江省自然科学基金 (LQ23F030002)，2023-2025

2. 基于5G通信的水质安全监测系统开发，企业委托项目(2024KJ042)，2023-2025

3. 智能睡眠监测系统，企业委托项目(2025KJ066)，2025-2026

4. 5G专网基站远程监控系统软件开发，企业委托项目(2022KJ188)，2022-2024

社会兼职

中国计算机学会会员

中国自动化学会会员

联系方式

Email：wangke1992@zju.edu.cn