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赵峰教授

2024/03/14  点击:[]

       

        

赵峰 , 男,工学博士,山东工商学院计算机科学与技术学院副院长,教授,硕士研究生导师,中国图学学会大数据专委会委员,山东省计算机学会理事,山东省人工智能学会理事,山东工商学院“凤凰拔尖人才”、科研标兵、“最美优秀教师”。主要研究方向包括:人工智能、机器学习、医学图像分析、金融大数据分析。主持国家级课题 2 项,省部级课题 2 项;在《 Expert Systems withApplications 》、《 Brain Imaging and Behavior 》等国内外学术期刊上发表论文 20 余篇,其中 SCI 检索 11 篇;出版学术专著 1 部;获 山东高等学校优秀科研成果奖二等奖、三等奖各 1 项。清华大学自动化系访问学者( 2010.9-2011.9 ),美国北卡罗来纳大学教堂山分校医学影像中心访问学者( 2015.4-2016.4 )。

       

u教育经历

[1]2005-32008-3, 西安电子科技大学, 计算机应用技术, 博士, 导师: 张军英

[2]2002-72005-3, 西安电子科技大学, 计算机应用技术, 硕士, 导师: 张军英

[3]1993-71997-7, 曲阜师范大学, 数学教育, 学士

u  工作经历

[1]2015-42016-4, 美国北卡罗来纳大学教堂山分校, 生物医学影像研究中心(BRIC, 访问学者

[2]2010-92011-9, 清华大学, 自动化系, 访问学者

[3]2008-7至现在, 山东工商学院, 计算机科学与技术学院, 教授

[4]1997-72008-7, 济南大学, 理学院, 讲师

u  科研项目

[1] 基于fMRI/EEG多模态特征融合的抑郁症自杀风险预测研究;No: 62176140; 国家自然科学基金面上项目,项目负责人, 2022.01-2025.12

[2]多源多模态图像特征融合研究及在自闭症早期诊断中的应用;No61773244;国家自然科学基金面上项目,项目负责人, 2018.01-2021.12        

[3]基于增量式多核学习的颅脑CT图像病理诊断语义标注研究;No: 2015ZRB01675; 山东省自然科学基金项目,项目负责人, 2015-2017.        

[4] KPCA在线学习及在人脸识别中的应用; No: ZR2011FM035; 山东省自然科学基金项目,项目负责人, 2011-2014.

[5] 随机过程,2021年山东省研究生教育优质课程建设项目,课程负责人,2022-2023.

u  学术论文

*第一或通讯

[1] Feng Zhao,Xiangfei Zhang, Kim-Han Thung, Ning Mao, Seong-Whan Lee, Dinggang Shen.Constructing Multi-view High-order Functional Connectivity Networks forDiagnosis of Autism Spectrum Disorder. IEEE Transactions on BiomedicalEngineering, 2022.JCRQ1, IF: 4.538

[2] Feng Zhao;Zhongwei Han; Dapeng Cheng; Ning Mao; Xiaobo Chen; Yuan Li; Deming Fan;Peiqiang Liu; Hierarchical Synchronization Estimation of Low- and High-OrderFunctional Connectivity Based on Sub-Network Division for the Diagnosis ofAutism Spectrum Disorder, Frontiers in Neuroscience, 2022. JCRQ2, IF: 4.667

[3]Xie Q, Zhang X, Rekik I, Chen X, Mao N, Shen D, Zhao F*.Constructing high-order functional connectivity network based on central momentfeatures for diagnosis of autism spectrum disorder. PeerJ, 2021.JCRQ2,IF: 2.984

[4]Feng Zhao, YatingGao, Xinning Li, Zhiyong An, Shiyu Ge, Caiming Zhang. A similarity measurementfor time series and its application to the stock market. Expert Systems withApplications, 2021.JCRQ1, IF: 4.954

[5]Feng Zhao,Zhiyuan Chen, Islem Rekik, Peiqiang Liu, Ning Mao, Seong-Whan Lee, DinggangShen. A Novel Unit-Based Personalized Fingerprint Feature Selection Strategyfor Dynamic Functional Connectivity Networks. Frontiers in Neuroscience,2021. (JCRQ2, IF: 4.667

[6] Feng Zhao,Zhiyuan Chen, Islem RekikSeong-Whan Lee, Dinggang Shen.Diagnosis of autism spectrum disorder usingcentral-moment features from low-and-high-order dynamic resting-statefunctional connectivity networks. Frontiers in Neuroscience, 2020. JCRQ2, IF: 4.4.667        

[7] Feng Zhao, JiahuiZhang, Zhiyuan Chen, Xiaofeng Zhang, Qingsong Xie. Topic identification oftext-based expert stock comments using multi-level information fusion, Expert Systems, 2020.JCRQ3, IF: 1.546        

[8] Feng Zhao,Islem Rekik, Seong-whan Lee, Jing Liu, Junying Zhang, Dinggang Shen. Two-PhaseIncremental Kernel PCA for Learning Massive or Online Datasets. Complexity, 2019.JCRQ1, IF: 2.591        

[9] Feng ZhaoHan ZhangIslem Rekik Zhiyong AnDinggangShen. Diagnosis of Autism Spectrum Disorders Using Multi-Level High-OrderFunctional Networks Derived From Resting-State Functional MRI. Frontiers inHuman Neuroscience. 2018. JCRQ3, IF: 2.871

[10] Feng Zhao,Lishan Qiao, Feng Shi, PewThian Yap DinggangShen. Feature fusion via hierarchical supervised local CCA for diagnosis ofautism spectrum disorder. Brain Imaging and Behavior, 2017. JCRQ3, IF: 3.985

[11]Feng Zhao,Yinling YangRuichuan MaDa Yuan.Face recognition based on an new nonlinear feature fusion method. Journal ofInformation & Computational Science, 2015.EI

[12] Feng Zhao,Zhiyong AnHailan Jiang. The effect evaluation ofdensity estimation through Non-Gaussian Measurement.  AppliedMathematics & Information Sciences, 2014.SCI

[13] ,刘淑娥,安志勇,李大社. 核方法与累积量随机学习方法研究.电子工业出版社. 2010.05.

[14], 张军英,刘敬.一种改善支撑向量域描述性能的核优化算法. 自动化学报, 2008.9.(CCF A)

*其他作者

[15] Yuna Li, Tongpeng Chu,Kaili Che, Fanghui Dong, Yinghong Shi, Heng Ma, Feng Zhao,NingMao, Haizhu Xie. Abnormalities of cortical structures in patients withpostpartum depression: A surface-based morphometry study. Behavioural BrainResearch, 2021. (JCR: Q2,IF:3.332)

[16] Yuna Li, Tongpeng Chu,Kaili Che, Fanghui Dong, Yinghong Shi, Heng Ma, Feng Zhao,NingMao, Haizhu Xie. Altered gray matter structural covariance networks inpostpartum depression: a graph theoretical analysis. Journal of AffectiveDisorders, 2021. (JCR: Q1IF:4.839)

[17]Tongpeng Chu, Yuna Li, Kaili Che, Fanghui Dong, Heng Ma, Yinghong Shi, PeiyouGong, Feng Zhao,Xicheng Song, Haizhu Xie, Ning Mao.Pregnancy leads to changes in the brain functional network: a connectomeanalysis. Brain Imaging and Behavior.2021. (JCR: Q3IF:3.978)

[18] Yuan Li, Zhijun Yao,Yongqing Yang,Feng Zhao,Yu Fu, Ying Zou, Bin Hu. A Studyon PHF-Tau Network Effected by Apolipoprotein E4. American Journal ofAlzheimer’s Disease & Other Dementias,2020. (JCR: Q4, IF:2.035)

[19] Xiaofeng Zhang, YujuanSun, Hui Liu, Zhongjun Hou, Feng Zhao, Caiming Zhang. Improvedclustering algorithms for image segmentation based on non-local information andback projection. Information Sciences, 2021. (JCR: Q1IF:6.795)

[20] Dapeng Cheng, Nuan Qiu, FengZhao, Yanyan Mao, Chengnuo Li. Research on the Modality TransferMethod of Brain Imaging Based on Generative Adversarial Network. Frontiersin Neuroscience, 2021.(JCR: Q2IF:4.677)

[21] 张加惠,陈致远,赵峰,安志勇,谢青松. 基于深层融合的股票文本主题识别. 计算机科学, 2019. (中文核心)

[22] Bo Li, Xiao Liu, Wen-JuanWang, Feng Zhao, Zhi-Yong An, Hai Zhao. (2018). MetanetworkTransmission Model for Predicting a Malaria-Control Strategy. Frontiers inGenetics, 2018.(JCR: Q2IF: 4.151)

u  专利

[1] 赵峰;张祥飞;陈红瑜;冯烟利;谢青松.基于聚类思想的多视角动态脑网络特征维度约减方法.类型:发明专利,号码:202010186386.5,时间:2020.06

[2] 赵峰;陈致远;刘培强.基于图像边缘检测的贝类长度测量软件,类型:软件著作权,号码:2020SR0957953,时间:2019.09

[3] 赵峰;陈致远;刘培强;葛诗煜。一种混合式快速高效图像压缩系统,类型:软件著作权,号码:2020SR1053525时间:202004        

u  科研获奖

[1] 2020年获山东高等学校优秀科研成果奖三等奖(第一完成人)

[2] 2010年获山东高等学校优秀科研成果奖二等奖(第一完成人)

u  主要讲授课程:        

[1] 研究生课程:高级人工智能、图像处理与机器视觉、随机过程、数据挖掘(研究生)

[2] 本科生课程:人工智能导论、程序设计基础、数字图像处理、概率与统计、3D数学基础

u  研究生要求

[1]意志品质:乐观向上、善于沟通,自律自强、脚踏实地、执着坚韧、恒心一事

[2]专业素养:外语水平高、编程能力强、数学基础好

u  联系方式

E-mail:zhaofeng1016@126.com,个人网址:www.sdtbuzhaofeng.com

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