呂威


呂威 博士

教授 碩導/博導

 

學校郵箱:luwei@zcst.edu.cn

 

 

珠海科技學院阿裡雲大數據應用學院院長,珠海特聘學者,廣東省社會科學院珠海分院特聘顧問。第七批廣東省“千百十工程”培養物件、廣東省省部科技特派員、廣東省高校優秀青年教師培養計畫培養對象、珠海市先進教師。

主要研究興趣包括大資料、雲計算等。近年先後主持了國家自然科學基金、廣東省自然科學基金等10多個大資料、雲計算相關專案,參加20多個國家、省市項目。發表國際、國內科研論文70餘篇,被三大索引檢索50多篇,專利2項、软件著作权4项。指导学生获得省级以上各类竞赛获奖10多项。

2014年負責的“軟體工程中並行處理技術” 系列課程獲得獲美國NSF/IEEE-TCPP本科課程資助計畫,主要在本科生中推廣並行化技術。2019年負責的軟體工程專業獲批廣東省綜合專業改革試點專案。2020年负责的阿里云大数据应用学院获批广东省第二批示范性产业学院。 2021年参与的计算机科学与技术专业获得国家级一流专业建设点,2023年参与主讲的“数据结构与算法”获批国家一流课程。2019年、2021年获中国产学研合作创新成果奖各1项,2020、2022年获全国商业科技进步奖一等奖各1项。曾訪問普林斯頓大學、亞琛工業大學等。

 

學歷

2008 應用數學博士(資料庫與知識庫), 中山大學, 中國

2003 應用數學碩士(電腦與通信), 中山大學, 中國

2000 應用數學學士, 中山大學, 中國

 

現任

珠海科技学院(原吉林大學珠海學院)阿裡雲大資料應用學院院長

珠海科技学院(原吉林大學珠海學院)阿裡雲大資料應用學院教授

 

曾任教科目

資料結構、電腦演算法、離散數學

 

研究方向

大數據、雲計算、人工智慧

 

研究及出版

Refereed Journal Articles

1. Wei Lv*, Tao Chen, Yifan Zeng ,  Weihong Liu, Chuying Huang. Challenge of deep-learning-basedobject detection for hair follicle dataset. Journal of Cosmetic Dermatology, 2023;00:1–14.2023.3.14(SCI期刊,影响因子:2.189)

2. Junxian Wang, Lv W*(Corresponding author), Zhouya Wang, Xiaolong Zhang, Meixuan Jiang, Junhan Gao, Shangwen Chen. Keyframe Image Processing of Semantic 3D Point Clouds Based on Deep Learning. Frontiers in Neurorobotics, Volume 16-2022:Article ID 988024.2023.1.18(SCI期刊,影响影子:3.493)

3.  Ma Y, Lv W* (Corresponding author). Identification of Pneumonia in Chest X-Ray Image Based on Transformer.  International Journal of Antennas and Propagation, Volume 2022: Article ID 5072666. (SCI期刊,影响因子:1.244)

4. GuangShun Chen, Wei Lv*, Junwei Ma, Yanchun Liang. Research and analysis of psychological data based on machine learning methods. Int. J. Wireless and Mobile Computing, Vol. 22, No. 1, 2022(EI期刊)

5.  Zhu, X., & Lv, W*. Intelligent Analysis of Core Identification Based on Intelligent Algorithm of Core Identification. Discrete Dynamics in Nature and Society, 2021, 1-10.(SCI期刊,影响因子:1.457)

6.  施并招,吕威*(通讯作者).智慧城市街区虚拟全景影像三维快速重建研究[J].计算机仿真,2021,38(07):350-354.

7. Lixian Cao,Yanchun Liang,Wei Lv*,Kaechang Park, Yasuhiro Miura, Yuki Shinomiya, Shinichi Yoshida*. Analysis on relationship between pictures of brain structures and characteristics of personalities using 3D convolution neural network.  CAAI Transactions on Intelligence Technology. DOI: 10.1049/cit2.12021. 2021, 6(3): 338-346(SCI期刊,影响因子:7.985)

8. Feng Shiyao, Liang Yanchun, Du Wei, Lv Wei*, Li Ying. LncLocation: Efficient Subcellular Location Prediction of long non-coding RNAs Based Multi-Source Heterogeneous Features Fusion, International Journal of Molecular Sciences. 2020, 21, 7271; doi:10.3390/ijms21197271.(SCI期刊,影响因子:6.208)

9. 鲜征征,李启良,黄晓宇,吕威*, 陆寄远。基于差分隐私和SVD++的协同过滤算法研究,控制与决策(EI期刊),Vol.34(1):43-54,2019。。

10. Heyong Wang , Rong Cui , Wei Lv*.Feature fusion analysis of online user reviews. Acta Technica 62 (2017), No.5B, 1033-1038. (EI雜誌)

11. 黃志洪,  呂威* ,  黃俊。基於點陣圖索引和B+樹的BLAST改進演算法。電腦工

程與應用, Vol49, No11:118-120, 2013.

12. 呂威*, 倪玉華. 基於等距加密和案例推理的旅遊線路聚類演算法. 電腦工程與應用, Vol46, No11: 223-225, 2010. (第五屆全國軟體工程大會優秀論文)

13. 呂威*, 林文昶, 李磊. String核負實例語法特徵提取演算法. 電腦工程, Vol35, No23: 12-14, 2009.

14. 呂威*, 王和勇, 姚正安, 李磊. 改進嵌入維數和時間延遲計算的GP預測演算法. 電腦科學, Vol36, No5: 187-190, 2009.

15. Wei Lu*, Zhenzhou Chen, Zhengan Yao and Lei Li. Fast clustering-based kernel Foley-Sammon transform. International Journal of Wavelets, Multiresolution and Information Processing, Vol 7, No 1:75-87, 2009.  (SCI)

 

Refereed Conference Articles

1. Yifan Zeng, Aohui Pang, Wei Lv*, Xiaolin Zhu. Task-Level Consistency Semi-supervised Based Domain Adaptation for Lung Nodules Segmentation. ICIS2022(EI会议). Zhuhai, China, June 26-28,2022. Computer and Information Science, Studies in Computational  Intelligence. doi: 10.1007/978-3-031-12127-2_13.

2.  XingLong Wang,Wei Lv*(Corresponding author).Automatic Text Summarization Technology of Keyword Replacement Based on Seq2Seq. The 2021 7th International Conference on Systems and Informatics,ICSI2021(EI会议). Chongqing,China, 13-15 Nov, 2021.

3. Wei Lv*,Weiyu Tang,Hongliang Huang,Tao Chen.Research and Application of Intersection Clustering Algorithm Based on PCA Feature Extraction and K-Means. IAACE2021(EI会议). Zhuhai,China, Feb 26 -28,2021. Journal of Physics: Conference Series 1861 (2021) 012001 IOP Publishing doi:10.1088/1742-6596/1861/1/012001:索引号20211610228331.

4. Lu Wei*, Feng Guanghui, Chen Jiahui. Optimization and application of crossroad similarity matching based on the clustering algorithm. ICCSMT2020(EI会议). Shanghai, China, Nov 20 -22, 2020.

5. Jing Huang, Wen Yu, Mengxue Si and Wei Lv*.Research and Application of Running Action Sequence Recognition Algorithms Based on Kinect. VRCAI 2016, 2016.12. (EI)

6. Han Bai, Wei Lu*. Books rank with modified PageRank algorithm. Advanced Materials Research Vols. 915-916,2014: 1266-1271. (EI)

7.  Lu Wei*, Rong Yi Feng,Fan Wen Zhong. Mass Network Fractal Data MapReduce Sort algorithm Based on Hadoop. IET International Conference on Information Science and Control Engineering, ICISCE2012, Shenzhen, China, Dec 7-9, 2012, Volume 3:2109-2112. (EI)

8.  Wei Lu*, Peng Zhou, Xun Liao. Reverse Hierarchical Variable Clustering on Database Accelerated Algorithm. International Conference on System Science and Engineering 2011, ICSSE 2011, Macau , China, June 8-10,2011, 251-254 ( EI)

9. Wei Lu*, Tian-rong Zhong, Xun Liao (Corresponding author), Rui Wu. Protecting privacy in case based reasoning by disordered PCA on one class data. International Conference on Machine Learning and Cybernetics 2010(ICMLC2010),Qingdao, China, July 11-14, 2010, 523-526.( EI)

10. Wei Lu*, Yi-ping Jiang.  Privacy Preserving Classification Algorithm Based on Random Multidimensional Scales. Second International Symposium on Computational Intelligence and Design, ISCID2009 , Changsha, China, Dec 12-14, 2009, 406-409. (EI, ISTP)

11. Wei Lu*. Privacy Preserving Classification Algorithm Based Random Diffusion Map. The 5th International Conference on Semantics, Knowledge and Grid, SKG2009, Zhuhai, China, Oct 12-14, 2009, 318-321. ( EI )

12. Wei Lu*, Zheng-an Yao. Nearest Neighbor Tour Circuit Encryption Algorithm Based Random Isomap Reduction. International Conference on Advanced Data Mining and Applications 2009 (ADMA2009), Beijing, China, Aug 19-21, 2009, 246-252. ( EI, ISTP )

 

學術獎項

2021  全国商业科技进步奖一等奖(智能建模关键技术研究及应用)。

2013 中國移動集團總公司的一類科技成果(基於Hadoop雲計算平臺的海量資料採擷研究與應用)


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