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機器學習

周柚

基本情況

姓名: 周柚
性别:
職務: 副院長(軟件學院)
職稱: 教授
是否博導:
最高學曆: 研究生
最高學位: 博士
電話:
Email:




詳細情況

所在學科專業: 計算機應用技術
所研究方向: 機器學習、深度學習、生物信息學
講授課程: JAVA程序設計、C#程序設計、可重構計算
教育經曆:

1998年-2002年伟德国际BETVlCTOR、學士

2002年-2004年哈爾濱工業大學伟德国际BETVlCTOR、碩士

2004年-2008年伟德国际BETVlCTOR、博士

2007年-2008年意大利特蘭托大學訪學

2009年-2010年奧地利維也納大學博士後

2010年-2011年德國德累斯頓工業大學博士後

2019年-2020年美國密蘇裡大學訪問學者

工作經曆:

2018年-至今伟德国际BETVlCTOR,教授

2014年破格評為伟德国际BETVlCTOR博士生導師

2004年-20012年伟德国际BETVlCTOR,助教,講師,副教授

科研項目:

承擔國家和省部級項目11項,近3年在研項目:

[1]國家自然科學基金面上基金項目,61772227、蛋白質結合位點多結構比對與結構⚜⭐〰✝方法研究、2018/1-2021/12、71萬元、項目負責人。

[2]吉林省科技發展計劃重點研發項目,20180201045GX,工業大數據清洗分布式異構計算技術研究,2018/1-2020/12、100萬元、項目負責人。

學術論文:

發表學術論著68篇,近3年發表論文:

[1]Yizhang Wang, Di Wang, Xiaofeng Zhang, Wei Pang, Chunyan Miao, Ahhwee Tan, You Zhou*. McDPC: multi-center density peak clustering, Neural Computing and Applications, 1-14, 2020. (SCI, IF:4.664)-學生一作

[2]Yizhang Wang, Di Wang, Wei Pang, Chunyan Miao, Ahhwee Tan, You Zhou*. A Systematic Density-based Clustering Method Using Anchor Points, Neurocomputing, 400, 352-370, 2020. (SCI, IF:4.072)-學生一作

[3]Wenzhe Yang, Di Wang, Wei Pang, Ahhwee Tan, You Zhou*. Goods Consumed During Transit in Split Delivery Vehicle Routing Problems: Modeling and Solution, IEEE Access, 8, 110336-110350, 2020. (SCI, IF:4.089)-學生一作

[4]Yizhang Wang, You Zhou, Wei Pang, Yanchun Liang, Shu Wang. Clustering Single-cell RNA-sequencing Data based on Matching Clusters Structures, Tehnički vjesnik, 27(1), 89-95, 2020. (SCI, IF:0.644)-學生一作

[5]Milan Deepak Parmar, Di Wang, Xiaofeng Zhang, Ahhwee Tan, Chunyan Miao, Jianhua Jiang, You Zhou*. REDPC: A residual error-based density peak clustering algorithm, Neurocomputing, 348, 82-96, 2019. (SCI, IF:4.072)-學生一作

[6]Xinliang Tian, Wei Pang, Yizhang Wang, Kaimin Guo, You Zhou*. LatinPSO: An Algorithm for Simultaneously Inferring Structure and Parameters of Ordinary Differential Equations Models, 182, 8-16, 2019. (SCI, IF: 1.623)-學生一作

[7]Milan Deepak Parmar, Wei Pang, Dehao Hao, Jianhua Jang, Wang Liupu, You Zhou*. FREDPC: A Feasible Residual Error-Based Density Peak Clustering Algorithm With the Fragment Merging Strategy, IEEE Access, 7, 89789-89804, 2019. (SCI, IF:4.089)-學生一作

[8]Di Wang, Xiaolin Qian, Chai Quek, Ahhwee Tan, Chunyan Miao, Xiaofeng Zhang, Geok See Ng, You Zhou*. An interpretable neural fuzzy inference system for predictions of underpricing in initial public offerings, Neurocomputting, 319, 102-117, 2019. (SCI, IF: 4.072)

[9]Yizhang Wang, Wei Pang, You Zhou*. Density propagation based adaptive multi-density clustering algorithm, PloS one, 13(7), e0198948, 2018. (SCI, IF:2.806)-學生一作

[10]You Zhou, Tiantian Zhao, Yizhang Wang, Jianan Wu, Xu Zhou. A Linear Fitting Density Peaks Clustering Algorithm for Image Segmentation, Tehnički vjesnik, 25(3), 808-812, 2018. (SCI, IF:0.723)-學生二作

[11]You Zhou, Panpan Cui, Yizhang Wang, Limin Wang, Sen Yang, Xu Zhou. A Local Density Shape Context Algorithm for Point Pattern Matching in Three Dimensional Space, Tehnički vjesnik, 25(3), 813-819, 2018.(SCI, IF:0.723)-學生二作

[12]Dalin Li, Lan Huang, Kangping Wang, Wei Pang, You Zhou, Rui Zhang. A General Framework for Accelerating Swarm Intelligence Algorithms on FPGAs, GPUs and Multi-Core CPUs, IEEE Access, 6, 72327-72344, 2018. (SCI, IF:4.089)

[13]Ming Zheng, Shugong Zhang, You Zhou, Guixia Liu. Inferring Gene Regulatory Networks Based on a Hybrid Parallel Genetic Algorithm and the Threshold Restriction Method, Interdisciplinary Sciences: Computational Life Sciences, 10(1), 221-232, 2018.(SCI, IF:0.753)

[14]Chulei Zhang, Honghua Cui, Yizhang Wang, Tiantian Zhao, You Zhou*. LDKM: An Improved K-Means Algorithm with Linear Fitting Density Peak, International Journal of Performability Engineering, 16(3), 454-461, 2020.

[15]周柚,楊森,李大琳,吳春國,王岩,王康平. 基于現場可編程門電路的人臉檢測識别加速平台. 伟德国际BETVlCTOR學報(工學版), 49(6): 2051-2057, 2019. -學生二作

[16]You Zhou, Lecheng Sun, Xu Zhou, Milan Deepak Parmar, Liupu Wang. An Improved Genetic Algorithm to Optimize Vehicle Scheduling for Relief Efforts. International Journal of Performability Engineering, 15(9), 2356-2363, 2019. -學生二作

[17]鄭明,卓慕瑰,張樹功,周柚,劉桂霞.基于混合并行遺傳算法和阈值限定法的基因調控網絡構建[J].伟德国际BETVlCTOR學報(工學版), 47(2), 624-631, 2017.

[18]吳佳楠,王世剛,張迪,劉桂霞,周柚.融合量子密鑰真随機性的二值圖像水印[J].光學精密工程, 25(11), 2968-2974, 2017.

[19]霍曉凱, 史冬輝, 石一銳, 周柚, 時小虎, 吳春國. 口語對話系統中對話管理的演變,伟德国际BETVlCTOR學報(信息科學版), 37(06), 623-630, 2019.

[20]鄭明, 周柚, 卓慕瑰. 用并行計算從基因表達數據構建大規模基因調控網絡.計算機應用研究,12, 1-4, 2018.

[21]Muhammad Hassan, Sami Ur Rahman, You Zhou*. , 2019 Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence, 219-224, 2019. -學生一作

[22]Zhepei Wei, Di Wang, Ming Zhang, Ahhwee Tan, Chunyan Miao, You Zhou*. Autonomous agents in Snake game via deep reinforcement learning, 2018 IEEE International Conference on Agents (ICA), Singapore, 20-25, 2018. -學生一作

[23]Milan Parmar, Di Wang, Ah-Hwee Tan, Chunyan Miao, Jianhua Jiang, You Zhou*. A novel density peak clustering algorithm based on squared residual error, 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), 43-48, IEEE, 2017. -學生一作

[24]Di Wang, Chai Quek, Ahhwee Tan, Chunyan Miao, Geok See Ng, You Zhou*. Leveraging the trade-off between accuracy and interpretability in a hybrid intelligent system, 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), 55-60, IEEE, 2017.

獲獎情況: 周柚,王岩,管仁初,杜偉,王鏐璞,周春光,徐昊,王康平,韓霄松,吳迪,白天,李儒輝,王晗,生物數據挖掘中的關鍵技術及應用研究,中國商業聯合會,全國商業科技進步,一等獎,2013 年。
治學格言: 教書育人是我的工作,因材施教,以學生為本!
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