夏克文(Kewen Xia)
时间:2017-03-08 来源:信息工程学院 作者: 访问量:
姓 名
|
夏克文
|
职 称
|
教授、博导
|
|
所在系别
|
通信工程系
|
|||
学术职务
|
“计算智能与无线网络”学科方向责任教授
|
|||
联系电话
|
022 60435739(办公室)
|
|||
电子邮件
|
kwxia@www.ndytng.com
|
|||
通讯地址
|
天津市北辰区电子信息工程学院
|
|||
邮政编码
|
300401
|
|||
主讲课程
|
博士生:大数据与数据挖掘(英文授课) 硕士生:通信网理论基础(英文授课) |
|||
导师类型
|
博士后合作导师:电子科学与技术
博士生导师:电子科学与技术
硕士生导师:电子科学与技术,通信与信息系统,电子与通信工程(专硕)
|
|||
个人经历或学术经历
|
||||
西安交通大学电子科学与技术专业,博士生,获工学博士学位;
清华大学物理系物理学专业,高级研修学者,获研修结业证书;
西安交通大学计算机科学与技术专业,博士后,获博士后证书;
美国伊利诺伊大学(UIUC)电子通信专业,研究学者,获留学证明;
加拿大谢布鲁克大学(USherbrooke)计算机科学专业,高级研究员;
美国麻省理工大学(MIT)EECS系,访问教授; 美国维克森林大学(WFU)CT实验室,访问教授;
爱尔兰沃特福德理工学院(WIT)国际交流中心,访问教授;
澳大利亚中央昆士兰大学(CQU)智能与网络化系统中心,访问教授;
美国密西根大学(UMich)放射学系,访问教授;
美国伍斯特理工学院(WPI)计算机科学系,访问教授;
澳大利亚澳洲国立大学(ANU)工程研究院,访问教授。 |
||||
研究方向
|
||||
1、计算智能与数据挖掘:主要研究进化计算、粗糙集、神经计算、SVM、深度学习、量子计算、稀疏表示和凸优化等方法,并应用于无线网络、图像处理、大数据和石油测井等领域。 |
||||
业绩成果
|
||||
长期从事电子与通信技术的研究以及电子仪器的研制,主持和承担省部级以上科研项目30余项(在研3项);发表重要学术论文100余篇且被SCI/EI检索,获发明专利5项,主编教材3部。主要涉及计算智能、无线通信、图像处理、大数据挖掘和石油测井等领域。兼任计算智能与无线网络方向责任教授,河北省大数据计算重点实验室副主任,河北省电工学会理事。 |
||||
招生信息
|
||||
博士后1-2名,不限国内或国外博士,要求研究方向相近,能用英语交流。 博士生1-2名,其中国内1名、国外1名;要求学习背景为电子、通信、计算机,以及数学、物理等相关专业或方向。 |
Kewen Xia
PhD, Professor
School of Electronics and Information Engineering
Hebei University of Technology
Beichen District, Tianjin, 300401, China
E-mail: kwxia@www.ndytng.com
Tel: (86) 022-60435739; Fax: (86) 022-60438244
|
|
Courses Taught
|
|
PhD student: Big Data & Data Mining (In English) Master student: Theory of Telecommunication Network (In English) |
|
Supervisor Type
|
|
Postdoc Co-Supervisor: Electronic Science and Technology
Doctoral Supervisor: Electronic Science and Technology
Master’s Supervisor: Electronic Science and Technology; Communication and Information System;
Electronics and Communication Engineering (professional) |
|
Education and Qualifications
|
|
PhD, Electronic Science and Technology, Xi’an Jiaotong University, China Postdoc, Computer Science and Technology, Xi’an Jiaotong University, China Senior Scholar, Physics, Department of Physics, Tsinghua University, China Research Scholar, Electronic Engineering, University of Illinois at Urbana-Champaign, USA Senior Research Fellow, Computer Science, University of Sherbrooke, Canada Visiting Professor, EECS department, Massachusetts Institute of Technology, USA Visiting Professor, CT Laboratory, Wake Forest University, USA Visiting Professor, Centre for International Relations, Waterford Institute of Technology, Ireland Visiting Professor, Centre for Intelligent & Networked Systems, Central Queensland University, Australia Visiting Professor, Department of Computer Science, Worcester Polytechnic Institute, USA Visiting Professor, Radiology department, University of Michigan, Ann Arbor, USA |
|
Research Interests
|
|
1 Computational Intelligence and Data Mining: mainly focuses on Evolutionary Computing, Rough Set, Neural Computing, SVM, Deep Learning, Quantum Computing, Sparse Representation and Convex Optimization, and their Applications in Wireless Communications, Image Processing, Big Data, Oil Logging and so on. |
|
Achievements
|
|
Professor Xia has been engaging in research on electronic and communication technology, and development of the electronic instrument. As PI or Co-PI, he has implemented more than 30 research projects at the national and provincial and ministerial level, and is undertaking 3 projects now. He has authored more than 100 peer-reviewed journal papers indexed by SCI or EI, obtained 5 invention patents and edited 3 textbooks. His research mainly covers computational intelligence, wireless communication, image processing, big data mining, oil logging and other fields. He serves as the responsibility professor of research direction at Computational Intelligence & Wireless Network (CIWN) in Hebut, the vice director of Key Laboratory of Big Data Computation of Hebei Province, and the director of Hebei Electrotechnical Society. He has won the honorary title "Supervisor of Outstanding Master Thesis in Hebei Province" many times and "Instructor of Outstanding Undergraduate Graduation Thesis in Hebei University of Technology" every year, and has won the award “WIT-HEBUT Academic Ambassador” from Ireland in 2016. The graduated postgraduates under his supervision were employed in domestic and foreign famous enterprises or research institutes or universities, and all juniors participated in his research group after graduation went to prestigious universities in USA, Canada, England, Ireland and Australia for further study. He also visited more than 100 foreign universities in short-term, such as UCBerkeley, Stanford, CalTech, Purdue, Duke, McGill, UToronto, USydney, UMelbourne, UTSydney and UCDublin, and maintains benign academic exchanges and cooperation with dozens of foreign universities or joint training doctoral students. Moreover, to further strengthen Sino-Foreign educational exchange, he recruits the international students under his supervision in HEBUT to study for doctoral degree or work as the postdoctoral fellows every year. Selected recent publications: [1]Baokai Zu, Kewen Xia*, Wei Du, Yafang Li, Ahamd Ali, Sagnik Chakraborty. Classification of Hyperspectral Images with Robust Regularized Block Low-rank Discriminant Analysis[J]. Remote Sensing, 2018, vol.10, 26pages. SCI-JCR-Q1 [2]Ziping He, Kewen Xia*, Wenjia Niu, Nelofar Aslam, Jingzhong Hou. Semi-supervised SVM based on cuckoo search algorithm and its application[J]. Mathematical Problems in Engineering, 2018, vol.2018, 13pages. SCI-JCR-Q3 [3]Wang Ting, Xia Ke-wen*, Lu Ning. Pattern Synthesis for Sparse Arrays by Compressed Sensing and Low-Rank Matrix Recovery Method[J]. International Journal of Antennas and Propagation, 2018,vol.2018,11 pages. SCI-JCR-Q3 [4]Jingzhong Hou, Kewen Xia*, Fan Yang, Baokai Zu. Strip Steel Surface Defects Recognition Based on SOCP Optimized Multiple Kernel RVM[J]. Mathematical Problems in Engineering, 2018, vol.2018, 8 pages. SCI-JCR-Q3 [5]Bai Jianchuan, Xia Kewen*, Lin Yongliang, Wu Panpan. Attribute Reduction based on Consistent Covering Rough Set and Its Application [J]. Complexity, 2017, vol.2017, 9 pages. SCI-JCR-Q1. [6]Muhidul Islam Khan, Kewen Xia. A Self Adaptive Multiple Source Localization by Primal Dual Interior Point Method in Binary Sensor Network[J]. IEEE Communications Letters, 2017,21(5):1119-1122. SCI-JCR-Q2 [7]Dongyan Cui, Kewen Xia*. Strip Surface Defects Recognition Based on PSO-RS&SOCP-SVM Algorithm [J]. Mathematical Problems in Engineering, 2017, vol. 2017, 9 pages. SCI-JCR-Q3 [8]Guan Xu, Yafang Xue, Zeynep Gürsel Özkurt, Naziha Slimani, Xueding Wang, Zizhong Hu, Kewen Xia, Teng Ma, Qifa Zhou, Hakan Demirci. Photoacoustic imaging features of intraocular tumors: retinoblastoma and uveal melanoma[J]. PLOS ONE, 2017,12(2):1-15. SCI-JCR-Q1 [9]Wenjia Niu, Kewen Xia*, Baokai Zu, Jianchuan Bai. Efficient multiple kernel learning algorithms using low-rank representation [J].Computational Intelligence and Neuroscience,2017,9 pages.SCI-JCR-Q3 [10]Baokai Zu, Kewen Xia*, Yongke Pan, Wenjia Niu. A Novel Graph Constructor for Semisupervised Discriminant Analysis: Combined Low-Rank and k-Nearest Neighbor Graph [J]. Computational Intelligence and Neuroscience, 2017,11 pages. SCI-JCR-Q3 [11]Khan Muhidul Islam, Xia Kewen, Ali Ahamd, Aslam Nelofar. Energy-Aware Task Scheduling by a True Online Reinforcement Learning in Wireless Sensor Networks[J]. International Journal of Sensor Networks, Inderscience, 2017, 25 (4): 244-258. SCI-JCR-Q4 [12]Xiao Chunjing, Xia Kewen*, et al. Improving Session-Based Temporal Recommendation by Using Dynamic Clustering[J]. Intelligent Data Analysis, 2017, 21(5):1041-1059. SCI-JCR-Q4 [13]Panpan Wu, Kewen Xia, Hengyong Yu. Correlation Coefficient based Supervised Locally Linear Embedding for Pulmonary Nodule Recognition [J].Computer Methods and Programs in Biomedicine, 2016, 136: 97-106. SCI-JCR-Q1 [14]Yongliang Lin, Kewen Xia*, Xiaoqing Jiang, Jianchuan Bai, Panpan Wu. Landslide Susceptibility Mapping Based on Particle Swarm Optimization of Multiple Kernel Relevance Vector Machines: Case of a Low Hill Area in Sichuan Province, China[J]. ISPRS International Journal of Geo-Information, 2016, 5(10): 1-16. SCI-JCR-Q3 [15]Panpan Wu, Kewen Xia*, Hengyong Yu. Relevance Vector Machine based Pulmonary Nodule Classification[J]. Journal of Medical Imaging and Health Informatics, 2016, 6(1): 163-169. SCI-JCR-Q4 [16]Dongyan Cui, Kewen Xia*. Dimension Reductuion and Strip Surface Defects Recognition Based on Intelligent Information Processing[J].Arabian Journal for Science and Engineering,2017,(1-2):1-8.SCI-JCR-Q3 [17]Hou Jingzhong, Xia Kewen*, Yang Fan. Application research on Semi-Definite Programming optimized Support Vector Machines[J]. Imaging Science Journal, 2018,66(3):160-168. SCI-JCR-Q4 [18]Aslam Nelofar, Xia Kewen, . Adaptive TCP-ICCW Congestion Control Mechanism for QoS in Renewable Wireless Sensor Networks[J]. IEEE Sensors Letters, 2017,1(6):1-4. [19]Aslam Nelofar, Xia Kewen, Haider Muhammad Tafseer, Hadi Muhammad Usman. Energy-Aware Adaptive Weighted Grid Clustering Algorithm for Renewable Wireless Sensor Networks[J]. Future Internet, 2017, 9(4): 21pages. [20]Dai Shuidong, Ju Wenzhe, Xia Kewen*, Zhou Qiao. Optimization Design on Low Energy Consumption of Low-Voltage Circuit Breakers Using PSO Algorithm[J]. Transactions of China Electrotechnical Society, 2017, 32(19):100-106. Recent Research Grants and Roles: [1] Tianjin Natural Science Foundation, Research on intelligent detection technology of pulmonary nodule in CT images (No. 18JCYBJC16500, 2018.4-2021.3). PI [2] Hebei Province Natural Science Foundation, Research on intelligent data mining technology in massive complex logging (No. E2016202341, 2016-2018). PI [3] Research Project of Science and Technology for Hebei Province Higher Education Institutions, Research on indoor high precision three dimensional localization technology based on data fusion between image and LIDAR (No.BJ201401, 2014.11-2017.12). Co-PI [4] National Natural Science Foundation of China, Intelligent road asset inventory (IRAI) based on 3D reconstruction from vehicle-borne video log images (No.51208168, 2013-2015). Co-PI [5] Hebei Province Foundation for High Level Personnel, Rough set attribute reduction technology based on compressed sensing (No. C2012003038, 2013-2015). PI [6] Hebei Province Natural Science Foundation, Research on fast training algorithm of multi-scale gaussian process model and its application (No. F2013202254, 2013-2015). Co-PI [7] Hebei Province Natural Science Foundation, Study on quality of service based on network calculus in wireless sensor network (No. F2013202102, 2013-2015). Participate [8] Tianjin Natural Science Foundation, Research on logging data mining technology based on quantum computational intelligence (No. 11JCYBJC00900, 2011-2014). PI [9] Hangshen Group Co., Ltd. Fund Project. Development of low voltage circuit breaker based on optimization calculation (No. HI1404, 2014-2016). PI [10] Tianjin Kaitai Sci. & Tech. Development Co., Ltd. Development of Logging data processing software system (No. HI1607, 2016-2018). PI |
|
Research Group
|
|
Postdoctoral fellows: (2016) Muhidul Islam Khan, Joint PhD from Alpen-Adria Universität Klagenfurt and Austria and Univ. of Genova, Italy (2015) Hou Yanli, PhD from Harbin Engineering University, China; works in Hebei University of Sci. & Tech. (2014) Tang Wen, PhD from China Petroleum University (Beijing), China; works in Xi’an Petroleum Univ. (2013) Wang Li, PhD from Hebei University of Technology, China; works in HEBUT PhD students: (2018) Sandrine Mukase(Rwanda, Msc from Xiamen University,China; Bsc from University of Rwanda), Naila Aslam(Pakistan, Msc and Bsc from The Islamia University of Bhawalpur, Pakistan), Nzinga Talliane Bernerond(Republic of Congo, Msc and Bsc from Tianjin Univ of Tech & Edu, China; jointly with Prof. Zhou Jianwei), He Ziping(under successive Master-PhD program, Hebut), Yin Zhixian(Msc from Shijiazhuang Railway University). (2017) Kislitsyna Anastasiia(Msc and Bsc from National Aerospace University, Kharkov, Ukraine) (2016) Kanda Paul Shekonya David (Msc from Liaoning Univ. of Tech, Bsc from Federal Univ. of Tech, Minna, Nigeria) (2015) Aliyu Uba Taura (Msc from Univ. of Sci & Tech Beijing, Bsc from Bayero University Kano, Nigeria), Pan Yongke (Msc from The University of Sheffield, UK), Niu Wenjia (under successive Master-PhD program, joint PhD in Australian National University), Anas Abdu (Msc from Tianjin Univ. of Tech. & Edu., Bsc from Bayero Univ. Kano, Nigeria; jointly with Prof. Zheng Hongxing), Halilu Adamu Jabire (Msc from Tianjin Univ. of Tech. & Edu., Bsc from Ahmadu Bello Univ., Samaru, Nigeria; jointly with Prof. Zheng Hongxing). (2014) Nelofar Aslam (Msc from The Islamia University of Bahawalpur, Pakistan), Zu Baokai (under successive Master-PhD program, joint PhD in Worcester Polytechnic Institute, USA), Dai Shuidong (Msc from Zhejiang Univ.), Lan Pu (Msc from HEBUT), Ali Ahmad (Msc from University of Education, Pakistan; jointly with Prof. Yu Ming), Ahmed Hafiz Shehzad (Msc from University of Education, Pakistan; jointly with Prof. Zhao Hongdong). (2013) Bai Jianchuan (successive Master-PhD, joint PhD in Central Queensland University, Australia; works in BJ). Jiang Xiaoqing (Msc from Shandong University ; works in University of Jinan), Lin Yongliang(Msc from Tianjin Chengjian University, TCU; works in TCU), Xiao Chunjing (Msc from Yanshan University; works in Civil Aviation University of China), (2012) Wu Panpan (Msc from TCU; joint PhD in Wake Forest Univ. & Univ. of Mass. Lowell, USA works in TJNU), Zhao Dongming (Msc from HEBUT; works in Tianjin), Cui Dongyan (Msc from Yanshan University; works in North China University of Science and Technology), Wang Ting (Msc from HEBUT; works in Tianjin). (2011) Hou Jingzhong (Msc from HEBUT; works in Tianjin), (2010) Li Guodong (Msc from TCU; works in TCU). (2009) Yang Zhenjian (Msc from Tianjin Normal University; works in TCU). (2008) Liu Nanping (Msc from HEBUT; works in Tianjin Normal Univ.). (2007) Wu Rui (Msc from HEBUT; works in HEBUT). (2005) Chi Yue (Msc from HEBUT; jointly with Prof. Chen Guoying; works in HEBUT). (2004) Zhang Zhiwei (Msc from HEBUT; jointly with Prof. Yang Ruixia; works in HEBUT). Master students: (2018) Suber Abdirahman Farah(Somaliland, Bsc from China Jiliang Univ, China), Rachel Nubwimana(Rwanda, Bsc from University of Rwanda), Umugwaneza Mireille (Rwanda, Bsc from Liaoning Univ of Tech, China), Grace Niyomugenga(Rwanda, Bsc from University of Rwanda; jointly with Prof. Yang Fan), Byambajargal Altaibaatar(Mongolia, Bsc from Mongolian state Univ of Education; jointly with Prof. Yang Fan), Wang Sijie(Bsc from Hebut);Liu Hong(Bsc from Shanxi University);Xie Min(Bsc from Zhengzhou University of Aeronautics). (2017) Zhang Jiangnan(Bsc from SXAU), Niu Chunyan(Bsc from GXNU), Yang Huaijin(Bsc from Hebut). (2016) He Ziping(2018 under successive Master-PhD program),Shi Lili, Sun Wange, Zhang Jiangtao, Liu Fangyuan. (2015) Shi Xiaoxu(works in TJ), Chang Hongwei(works in BJ), Ju Wenzhe(works in BJ), Zhou Qiao(works in BJ). (2014) Lu Ning(works in BJ), Wang Haoran(PhD in Tianjin U), Liu Yihu(works in SJZ), Wang Yanwei(works in BJ). (2013) Niu Wenjia (2015 under successive Master-PhD program), Wang Meiyu (works in Beijing Telecom Co.), Fan Yachao (works in Beijing), Liu Wenliang (works in TJ), Zhao Bin (jointly in group of Prof. Hu Zhaozheng, works in BJ), Zhang Cheng(jointly in group of Prof. Zhou Yatong, works in BJ). (2012) Zu Baokai (2014 under successive Master-PhD program), Han Yang (works in Beijing), Zhu Changjian (works in Beijing), Yan Liangliang (works in Beijing), Zhang Xudong (jointly in group of Prof. Zhou Yatong, works in Spreadtrum, TJ). (2011) Dai Jing (works in HEUU), Zhao Qianqian (works in TJ), Liu Liu (works in SJZ), Bai Jianchuan (2013 under successive Master-PhD program). (2010) Zhang Yanjun (works in Chinese Software Com., BJ), Zhang Zhe (workd in Postal Savings Bank, TJ), Si Suicheng (works in Datang Telecom, BJ), Cao Jingwei (in ULaval, Canada), Zheng Fei (in USherbrooke, Canada, now works in Alibaba, BJ) , Shi Pingyang (jointly with Prof. Yang Ruixia, works in Goldman Sachs, BJ). (2009) Song Xiangbo (works in Spreadtrum, TJ), Yue Yun (works in PLA, JiangXi), Wang Ting (works in PLA, TJ), Cai Ju (works in Samsung, TJ); Li Lin (jointly in group of Prof. Zhou Yatong, works in Lenovo, BJ), Wang Rui (jointly in group of Prof. Zhou Yatong, works in Huawei, BJ). (2008) Yuan Yuan (works in Datang Telecom, BJ), Gao Pengfei (works in PLA, Henan), Gao Feng (works in PLA, Sichuan), Zhang Penglei(works in BJ), Li Dan(works in Lenovo, BJ), Wang Xin (jointly in group of Prof. Zhou Yatong, works in TJ); Xu Liang (works in tjtc.edu.cn). (2007) Zhang Ling (works in Ericsson, BJ), Zhao Dongming(works in CMCC, TJ), Zhang Xinying (works in ihep.cas.cn), Xie Zushi(works in Intel Co., Chengdu), Zhou Juan (works in CMCC, Hebei); Ye Hao(works in nciae.edu.cn), Xiang Nan (works in nciae.edu.cn), Gao Jingyong (works in HEBUT). (2006) Du Hongbin (works in Potevio, BJ), Wang Jianchao (works in Datang Power, Guangzhou); Shi Yuan(works in HEBUT). (2005) Dong Yao (works in HEBUT), Su Chang (works in PLA, Liaoning), Xu Naying (works in BJ). (2004) Guo Zhitao(works in HEBUT), Liu Mingxiao(works in BJ), Guo Qiaozhan (works in Bohai Petroleum vocational institute). Students studying abroad: Zhao Jiaming (2018 Bachelor from HEBUT, 2018 Master in King's College London, UK) Niu Wenjia (2015 under successive Master-PhD program, 2017 joint PhD in Australian National University) Zheng Hao (2017 Bachelor from HEBUT, 2017 Master in University of Leeds, UK) Zhou Yuqiang (2017 Bachelor from HEBUT, 2017 Master in Waterford Institute of Tech., Ireland) Xing Zhuoran (2016 Bachelor from HEBUT, 2016 Master in The University of Sydney, Australia) Song Shaochun (2016 Bachelor from HEBUT, 2016 Master in The University of Sheffield, UK) Zu Baokai (2012 Bachelor from Inner Mongolia Agricultural University, 2015 Joint PhD in Worcester Polytechnic Institute, USA). Li Jing (2014 Bachelor from HEBUT, 2014 Master in University of Southern California, USA) Bai Jianchuan (2011 Bachelor from HEBUT, 2014 Joint PhD in Central Queensland University, Australia) Cao Jingwei (2013 Master from HEBUT, 2013 PhD in University of Laval, Canada) Zhang Yi (2013 Bachelor from HEBUT, 2013 Master in University of California, Irvine, USA) Wu Panpan (2012 Master from TCU, 2013 Joint PhD in Wake Forest University and UMass Lowell) Li Wei (2012 Bachelor from HEBUT, 2013 Master in The University of Edinburgh, UK) Wang Shouda (2012 Bachelor from HEBUT, 2012 Master in New York U, 2014 works in Amazon, Seattle, USA) Zheng Fei (2010 Bachelor from HEBUT, 2012 PhD in University of Sherbrooke, Canada) Ren Yuzhuo (2011 Bachelor from HEBUT, 2011 PhD in University of Southern California, USA), Tian Jian (2011 Bachelor from HEBUT, 2011 Master in UMaryland, 2013 works in GCS Co., Virginia, USA) Wang Yujie (2011 Bachelor from HEBUT, 2011 Master in IIT, USA, 2014 works in Sony Co., SF, USA) Zhang Peng (2006 Bachelor from HEBUT, 2012 Master in Eastern Michigan University, now works in USA) |
|
Opening
|
|
PhD/Master positions in every year starting from September are available at Prof. Xia's research group for major in Electronic Science & Technology(PhD) or in Communication and Information System (Master), HEBUT, China, with full scholarship support during the academic period. Prof. Xia is looking for the highly motivated and diligent international PhD/Master students with Msc/Bsc degree in EE or CS or related fields (such as computational mathematics, applied physics and industrial engineering) to conduct research on the above topics and exciting projects in his research group. In addition, a postdoctoral fellow position in every year starting from anytime is available for international scholars who must be a PhD degree’s holder under the age of 40. |