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2018.07-2019.10：国家自然科学基金委员会挂职。2016.07-至今：广西大学，计算机与电子信息学院，教师，广西大学海（境）外高层次人才“学术骨干”，硕导。2015.08-2016.07：澳门大学（境外），科技学院，博士后。2012.08-2015.07：澳门大学（境外） 科技学院 软件工程专业 哲学博士（导师 唐远炎 IEEE Fellow, IAPR Fellow, 首席教授-Chair Professor）。2006.08-2011.04：马来亚大学（海外，世界排名第59位） 计算机科学与信息技术学院 计算机科学与技术专业 硕士 (导师 Abdulla Gani 教授，于英国谢菲尔德大学 University of Sheffield 获博士学位)。2001.09-2005.06：石家庄铁道学院（现名：石家庄铁道大学，重点本科，2016年被河北省列为重点支持的一流大学和一流学科建设高校） 计算机科学与技术专业 工学学士。2015.05: 受美国欧道明大学(Old Dominion University)知名教授徐立达邀请，学术访问欧道明大学信息科学系。2015.06：学术访问德国Humboldt Universitaet大学。2013.06：学术访问法国巴黎大学。
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SCI 期刊 特刊主编 -- International Journal of Wavelet, Multiresolution and Information Processing2020年第20届IEEE通信技术国际会议 -- 分会会议主席SCI 期刊-IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 审稿人SCI 期刊—IEEE Access,审稿人SCI 期刊—Mathematics Problems in Engineering, 审稿人SCI 期刊— International Journal of Pattern Recognition and Artificial Intelligence, 审稿人SCI 期刊—Information Fusion, 审稿人IEEE Member (电气和电子工程师协会会员);中国计算机学会(CCF)会员；美国计算机学会(ACM)会员；广西科技专家库评审专家；广西人工智能学会理事；2019.07.07-2019.07.10，日本神户参加国际学术会议（2019 International Conference on Wavelet Analysis and Pattern Recognition)并做学术报告。2018.05.13-2018.05.17，加拿大蒙特利尔参加国际学术会议(International Conference on Pattern Recognition and Artificial Intelligence)。2017.06.21-2017.06.23，英国埃克塞特参加国际学术会议（3rd IEEE International Conference on Cybernetics (CYBCONF 2017) ，担任“图像处理与模式识别”分会会议主席。2016.07.10 - 2016.07.13, 韩国济州岛参加国际学术会议（2016 International Conference on Wavelet Analysis and Pattern Recognition），担任“图像处理与模式识别”分会会议主席。2015.06.24-2015.06.26，波兰格丁尼亚参加国际学术会议（2nd IEEE International Conference on Cybernetics (CYBCONF 2015) ，担任“图像处理与模式识别”分会会议主席。2013.06.13-2013.06.15，瑞士洛桑参加国际学术会议(IEEE International Conference on Cybernetics (CYBCONF 2013), 担任“图像处理与模式识别”分会会议主席。
zyyjskc
2019-2020-2：算法设计与分析（全英教学）2017-2018-2：离散数学2017-2018-1：专业英语（本科生）、基础专业英语（硕士生）2016-2017-2：离散数学2016-2017-1：操作系统；面向对象程序设计；计算机学科前沿
zyyjfx
模式识别、图像处理、人工智能、机器学习
zckyxm
【主持或参与科研项目】：国家自然科学基金地区基金，（项目号：**，起止时间：2019年1月至2022年12月），负责人。广西自然科学基金青年基金，（项目号：2017JJB160035，起止时间：2017年9月至2020年9月），负责人。广西中青年教师基础能力提升项目，负责人。广西大学科研基金资助项目，项目批准号：XGZ160483，负责人。广西大学科研基金资助项目，项目批准号：XGZ160737，负责人。国家自然科学基金地区科学基金（项目号：**，起止时间：2018年1月至2021年12月），排名第二。国家自然科学基金地区科学基金（项目号：**，起止时间：2018年1月至2021年12月），排名第三。国家自然科学基金地区科学基金（项目号：**，起止时间：2018年1月至2021年12月），排名第五。国家自然科学基金地区科学基金（项目号：**，起止时间：2019年1月至2022年12月），排名第三。国家自然科学基金地区科学基金（项目号：**，起止时间：2019年1月至2022年12月），排名第三。【主持或参与教改项目】：探析计算机专业课《操作系统》双语教学模式的实践，项目编号：2017JGB108，负责人。培养数学建模思维能力提高计算机专业学生实践能力的研究，项目编号：2017JGA124，排名第三。大数据驱动的学生主体式计算机专业教学模式改革的研究与实践（重点项目），项目编号：2017JGZ103，排名第七。
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【研究生已毕业学生去向】2017级研究生 党小翠 University of Technology Sydney（悉尼科技大学，海外） 攻读博士学位2017级研究生 苏海龙 同济大学 攻读博士学位2017级研究生 魏普 中国工商银行软件开发中心珠海总部【荣誉与获奖】[1]2019年 魏普 国家奖学金（指导老师：杨丽娜）[2]2019年 苏海龙 国家奖学金（指导老师：杨丽娜）[3]2017年第三届IEEE国际控制论学术会议获最佳论文奖。 [4] 2017年06月 广西大学2017届校级本科优秀毕业设计 （魏普）。【学术论文】1.Lina Yang, Haiyu Deng, Xiaocui Dang, “A Novel Coverless Information Hiding Method Based on the Most Significant Bit of the Cover Image”, IEEE Access, Volume 8, pp:108579- 108591, 2020 (SCI)2.Lina Yang, Haiyu Deng, Xiaocui Dang, “Preference Preserved Privacy Protection Scheme for Smart Home Network System Based on Information Hiding”, IEEE Access, Volume 8, pp:40767- 40776, 2020 (SCI)3.Haiyu Deng, Lina Yang and Xiaocui Dang, et.al.,\"Secure Data Transmission of Smart HomeNetworks Based on Information Hiding\", ICPRAI 2020-second international conference on pattern recognition and artificial intelligence, pp: 264-275, October, 2020. （EI）4.Lina Yang, Pu Wei, et.al.,\"Protein Structure Prediction based on BN-GRU method\",International Journal of Wavelet, Multiresolution and Information Processing, August,2020. (SCI)5.Lina Yang, Haiyu Deng, Xiaocui Dang, et.al., \"Smart Home Privacy Protection Based on the Improved LSB Information Hiding\", International journal of Pattern Recognition and Artificial intelligence.(SCI, Accepted in November 2020)6.Lina Yang, Xiangyu Li, et al, \"PseKNC and Adaboost Based Method for DNA-binding Proteins Recognition\", International Journal of Pattern Recognition and Artificial Intelligence.(SCI, Accepted in November 2020)7.Xiangyu Li, Lina Yang, Yuan Yan Tang and Patrick Wang, \"A DNA-binding proteins prediction model using Different Property Distance Transformation,\" International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR), Adelaide, Australia, 2020.(EI, Accepted in July 2020)8.Yang Liu, Lina Yang, et.al., “Comparison of RNA Secondary Structure using Discrete Wavelet Transform and Fractal Dimension”, International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR), Adelaide, Australia, 2020.(EI, Accepted in July 2020)9. Lina Yang, Pu Wei, et al.,\"A Fractal Dimension and Empirical Mode Decomposition based Method for Protein Sequence Analysis\", International Journal of Pattern Recognition and Artificial Intelligence, Vol.33, Nol 11 (2019) ** (24 pages), DOI: 10.1142/S02**202 (SCI )10. Lina Yang, Hailong Su, Cheng Zhong, Zuqiang Meng, Huiwu Luo, Xichun Li, Yuan Yan Tang, Yang Lu, “Hyperspectral Image Classification Using Wavelet Transform-Based Smooth Ordering”, International Journal of Wavelet and Multiresolution Processing, pp. **-1 – **-18, 2019. DOI: 10.1142/S02**504. (SCI )11.Yang Lina, Wei Pu, Zhong Cheng, Application of LSTM in Protein Structure Prediction. International Conference on Wavelet Analysis and Pattern Recognition, 2019.12.Hailong Su, Lina Yang, Huiwu Luo et.al, Hyperspectral image classification based on the factorized strategy with deep learning, The 28th International joint conference On Artificial Intelligence(IJCAI-19) workshop, 2019, Macao, China. (EI)13. Hailong Su, Lina Yang et.al, Wavelet Transform-based one dimensional manifold embedding for Hyperspectral image classification, International Conference on Wavelet Analysis and Pattern Recognition, 2019, Kobe, Japan. (EI)14.Huiwu Luo, Yuan Yan Tang, Robert. P. Bluk-Aghai, Xu Yang, Lina Yang, “Wavelet-Based Extended Morphological Profile and Deep Autoencoder for Hyperspectral Image Classification”, International Journal of Wavelet, Multiresolution and Information Processing, Vol.16, No.2 (2018). DOI:10.1142/S02**169 (SCI期刊, 通信作者)15. Huiwu Luo; Yuan Yan Tang; Yulong Wang; Jianzhong Wang; Lina Yang; Chunli Li; Tingbo Hu, ＂Hyperspectral Image Classification Based on Spectral–Spatial One-Dimensional Manifold Embedding,＂ IEEE Transactions on Geoscience and Remote Sensing, vol. 54, no. 9, pp. 5319-5340, doi: 10.1109/TGRS.2016.**, Sept. 2016. (SCI期刊)16. Lina Yang, Hailong Su, et al.,\"Hyperspectral Image Classification based on Different Affnity Metrics\", International Conference on Wavelet Analysis and Pattern Recognition,pp.203-208,Chengdu,China, 15-18 July, 2018. (EI检索)17. Yulong Wang, Cuiming Zou, Yuan Yan Tang, Lina Yang,\"Huber Collaborative Representation for Robust Face Identification\",International Conference on Wavelet Analysis and Pattern Recognition,pp.78-81,Chengdu,China, 15-18 July, 2018. (EI检索)18.Bai Lin, Lina Yang, Huo Lin, Yuan Yan Tang, Taoshen Li,\"Image Description Generation by Modeling the Relationship Between Objects\",International Conference on Wavelet Analysis and Pattern Recognition,pp.215-222,Chengdu,China, 15-18 July, 2018. (EI检索,通信作者)19.Lina Yang, Pu Wei,Lin Bai,Cheng Zhong, Jianjia Pan, Patrick Wang, Yuan Yan Tang, \"Fractal-windowed based Empirical Mode Decomposition Scheme for Protein Sequence Analysis\",International Conference on Pattern Recogition and Artificial Intelligence, pp.419-423,Montreal, Canada, May 13-17, 2018.20.Lin Bai, Lina Yang, Yuan Yan Tang, Lin Huo and Taoshen Li, \"Hybrid Deep Neural Network for Visual Phrase Dectection\",International Conference on Pattern Recogition and Artificial Intelligence, pp.78-82, Montreal, Canada, May 13-17, 2018.21.Yulong Wang, Yuan Yan Tang, Cuiming Zou, Lina Yang, Patrick Wang, \"Quaternion Linear Regression for Color Face Recogition\",International Conference on Pattern Recogition and Artificial Intelligence, pp.403-406, Montreal, Canada, May 13-17, 2018.22.Lina Yang, Lin Bai, Yuan Yan Tang, et al., “Indirect Method-Potential Theory in the Harmonic Transformation Model”, 3rd IEEE International Conference on Cybernetics CYBCONF 2017,pp.271-276, Exeter, UK. June 21-23, 2017. (EI检索, Best Paper Award).23.Lina Yang, Yuan Yan Tang, Xichun Li, Yan Zhao, “The Comparison Between the Direct and Indirect Method in the Harmonic Transformation Model”, 2017 International Conference on Wavelet Analysis and Pattern Recognition,pp.218-222, 9-12 July, Ningbo, China, 2017. (EI检索).24.魏普，杨丽娜，李陶深，基于离散小波变换和滑动窗口分形算法的Beta珠蛋白序列相似性分析，计算机技术与教育学报，第5卷，第2期，1-6页，2017年7月。25.Huiwu Luo, Yuan Yan Tang, Lina Yang and Xu Yang, “Autoencoder with Extended Morphological Profile for Hyperspectral Image Classification”, 3rd IEEE International Conference on Cybernetics CYBCONF 2017,pp.293-296, Exeter, UK. June 21-23, 2017. (EI检索, 通信作者).26.Jianjia Pan, Yuan Yan Tang, Lina Yang, “A decomposition-and-ensembel forecasting method based on EMEMD and FWNN training by PSOSSO”, 3rd IEEE International Conference on Cybernetics CYBCONF 2017, pp.283-287,Exeter, UK. June 21-23, 2017. (EI检索, 通信作者).27.Lin Bai, Lina Yang, “A Unified Deep Learning Model for Protein Structure Prediction”, 3rd IEEE International Conference on Cybernetics CYBCONF 2017,pp.248-253,Exeter, UK. June 21-23, 2017. (EI检索, 通信作者).28.Yulong Wang, Yuan Yan Tang, Cuiming Zou, Lina Yang, “Spectral-Spatial Hyperspectral Image Destriping Using Sparse Learning and Spatial Unidirection Prior”, 3rd IEEE International Conference on Cybernetics CYBCONF 2017,pp.260-264, Exeter, UK. June 21-23, 2017. (EI检索).29.Yulong Wang, Yuan Yan Tang, Cuiming Zou, Lina Yang, “Information-Theoretic Generalized Orthogonal Matching Pursuit for Robust Pattern Classification”, IEEE International Conference on Systems, Man and Cybernetics(SMC 2017), Oct 5-8, Banff, Canada, 2017. (EI检索, Accepted).30. Lina Yang, Taoshen Li, Yuan Yan Tang, Jia Xu, Jianjia Pan, Huiwu Luo, Xianwei Zheng, “ Direct Method-Green＇s Theory: From PDE to BIE in the Geometric Transformation”, Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, pp: 157-161, 10-13 July, Jeju, South Korea, 2016.(EI检索)31. Yulong Wang, Yuan Yan Tang, Lina Yang,“Adaptive Weighted Orthogonal Matching Pursuit for Robust Pattern Classification”, Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, pp: 174-178, 10-13 July, Jeju, South Korea,2016.(EI 检索)32. Xianwei Zheng, Yuan Yan Tang, Jiantao Zhou, Haoliang Yuan, Yulong Wang, Lina Yang, Jianjia Pan,“Multi-windowed Graph Fourier Frames”, Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, pp: 127-133, 10-13 July, Jeju, South Korea,2016. (EI检索)33. Jianjia Pan, Yuan Yan Tang, Xianwei Zheng, Li Sun, Lina Yang, et al., “Image Segmentation based on 2D OTSU and Simplified Swarm Optimization”, Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, pp: 55-59, 10-13 July, Jeju, South Korea, 2016. (EI检索)34. Lina Yang, Yuan Yan Tang, Yang Lu and Huiwu Luo, A Fractal Dimension and Wavelet Transform Based Method for Protein Sequence Similarity Analysis, IEEE Transactions on Computational Biology and Bioinformatics, vol. 12, no. 2, pp.348-359, 2015. (SCI期刊)35.Lina Yang, Yuan Yan Tang, Xiang Chu Feng, Integral Equation-Wavelet Collocation (IEWC) Method for Geometric Transformation and Application to Image Processing, Abstract and Applied Analysis, Volume 2014, Article ID 798080, 17 pages. 2014.(SCI期刊)36. Lina Yang, Yuan Yan Tang, Qi Sun, Implementation of 2D Discrete Wavelet Transform by Number Theoretic Transform and Two-Dimensional Overlap- Save Method, Mathematical Problems in Engineering, Volume 2014, Article ID 532979, 15 pages. 2014.(SCI期刊)37. Lina Yang, Yuan Yan Tang, et al., Similarity Analysis based on Sparse Representation for Protein Sequence Comparison, 2nd IEEE International Conference on Cybernetics CYBCONF 2015, Gdynia, Poland. June 2015.（EI检索）38. Lina Yang, Yuan Yan Tang, Lu Yang, et al, Protein Sequence Analysis based on Fractal-Wavelet Scheme, Int. Conf. on Systems, Man and Cybernetics (SMC2014), pp: 4174-4179, San Diego, USA, October 5-8, 2014. (EI检索)39. Lina Yang, Huiwu Luo, and Yuan Yan Tang, Hyperspectral image (hsi) processing based on local data distribution analysis in lfda algorithm, (806) Power and Energy / 807: Intelligent Systems and Control / 808: Technology for Education and Learning (PE 2013) (Marina del Rey, USA), 2013. 40. Y. Y. Tang, Lina Yang, Hong Li, Image Transform Based On Integral Equation- Wavelet Approach, World Academy of Science, Engineering and Technology, 85, pp: 735-741, London, UK, 2014. (EI检索)41. Huiwu Luo, Lina Yang, and Yuan Yan Tang, Reconstruct from region-dependent model for hyperspectral imagery, Archives Des Sciences 66, no. 4, 360– 377. 2013.42. HuiWu Luo, Lina Yang, YuanMan Li, HaoLiang Yuan, and Yuan Yan Tang, Feature Extraction based on discriminant analysis with penalty constraint for hyperspectral image classification, 2013 IEEE International Conference on Machine Learning and Cybernetics (ICMLC), pp. 91–99, 2013. (EI检索)43. Huiwu Luo, Lina Yang, Haoliang Yuan, and Yuan Yan Tang, Dimension reduction with randomized anisotropic transform for hyperspectral image classification, 2013 IEEE International Conference on Cybernetics (CYBCONF), pp. 156–161, Lausanne Switzerland, 13-15 June 2013. (EI检索)44. Huiwu Luo, Lina Yang, Haoliang Yuan, and Yuan Yan Tang, Learning recovered pattern from region-dependent model for hyperspectral imagery, 2013 IEEE International Conference on Cybernetics (CYBCONF), pp. 150–155, Lausanne Switzerland, 13-15 June 2013. (EI检索)45. Haoliang Yuan, Yang Lu, Lina Yang, Huiwu Luo, and Yuan Yan Tang, Spectralspatial linear discriminant analysis for hyperspectral image classification, , 2013 IEEE International Conference on Cybernetics (CYBCONF), pp. 144–149, Lausanne Switzerland, 13-15 June 2013. (EI检索)46. Haoliang Yuan, Yang Lu, Lina Yang, Huiwu Luo, and Yuan Yan Tang, Sparse representation using contextual information for hyperspectral image classification, 2013 IEEE International Conference on Cybernetics (CYBCONF), pp. 138–143, Lausanne Switzerland, 13-15 June 2013. (EI检索)47. Jianjia Pan, Xianwei Zheng, Lina Yang, Yulong Wang, Haoliang Yuan, Yuan Yan Tang, A forecasting method based on extrema mean empirical mode decomposition and wavelet neural network, 2nd IEEE International Conference on Cybernetics CYBCONF 2015, Gdynia, Poland. June 2015. （EI检索）48. Yulong Wang, Yuan Yan Tang, Lina Yang, et al., Classification via Atomic Representation, 2nd IEEE International Conference on Cybernetics CYBCONF 2015, Gdynia, Poland. June 2015. （EI检索）49. Haoliang Yuan, Yuan Yan Tang, Yang Lu, Lina Yang, Huiwu Luo, “Spectral-Spatial Classification of Hyperspectral Image Based on Discriminant Analysis,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, DOI:10.1109/JSTARS.2013.**, 2015. (SCI期刊)50. Huiwu Luo, Yuan Yan Tang, Chunli Li, and Lina Yang, “Local and Global Geometric Structure Preserving and Application to Hyperspectral Image Classification,” Mathematical Problems in Engineering, Volume 2015, Article ID 917259. 13 pages, http://dx.doi.org/10.1155/2015/917259,2015. (SCI期刊)51. Zengping Wang, Lefeng Zhang, Guohuang Li, Lina Yang, “Active power and reactive power dispatch of wind farm based on wavelet learning”, International Journal of Machine Learning and Cybernetics, DOI: 10.1007/s13042-015-0358-1, 2015.(SCI期刊)52. Xianwei Zheng, Yuan Yan Tang, Jiantao Zhou, Lina Yang, et al., Redundant Graph Fourier Transform, 2nd IEEE International Conference on Cybernetics CYBCONF 2015, Gdynia, Poland. June 2015.（EI检索）53. Lina Yang, Abdullah Gani, ‘Implementing Lightweight Reservation Protocol for Mobile Network Using Crossover Router ＆ Pointer Forwarding Scheme’, Proc. The 8th WSEAS Int. Conf. on Electronics, Hardware, Wireless and Optical Communications (EHAC’09), 21-23 Feb. Cambridge, UK, 2009. (EI检索)54. Abdullah Gani, Lina Yang,‘Implementing Lightweight Resource Reservation for Mobile Network Using Hybrid Scheme’, Journal of WSEAS TRANSACTIONS on COMPUTERS, Volume 8(3), ISSN: 1109-2750, 2009. (EI检索)55. Abdullah Gani, Xichun Li, Lina Yang, Omar Zakaria, ‘Radio Frequency Combination for TCP/IP Suite Protocol Improvement in 4G Mobile Internet Networks’, International Journal of Communications, Pp 27-36, Issue 1, Volume 2. 2008. (EI检索)56. Abdullah Gani, Xichun Li, Lina Yang, Omar Zakaria, Nor Badrul Anuar, “ Multi-Bandwidth Data Path Design for 5G Wireless Mobile Internets”, WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONS, Pp 159-168, Issue 2, Volume 6, February 2009. (EI检索)57. Rosli Salleh, Xichun Li, Lina Yang, Zhiyuan Li, 2008, ‘Radio frequency convergence protocol for 4G Networks’, Proceedings of the 8th WSEAS International Conference on MULTIMEDIA SYSTEMS and SIGNAL PROCESSING (MUSP’ 08), Hangzhou, China, April 6-8,2008 Pages: 287-293. (EI检索)58. Abdullah Gani, Xichun Li, Lina Yang, Omar Zakaria, 2008, “Mix-Bandwidth Data Path Design for 5G Real Wireless World”, Proceedings of The 12th WAEAS International Conference on COMMUNICATIONS, Heraklion, Crete Island, Greece, Pp 316-320, July 23-25 2008. (EI检索)59. Abdullah Gani, Xichun Li, Lina Yang, Omar Zakaria, 2008. ‘TCP/IP suite significant enhancement for 4G mobile multimedia internet networks’, Proceedings of the 8th WSEAS International Conference on MULTIMEDIA SYSTEMS and SIGNAL PROCESSING (MUSP’ 08), Hangzhou, China, Pages: 229-235 IDS Number: BHY03 ISBN: 987-960-6766-52-7, April 6-8,2008. (EI检索)60. Abdullah Gani, Xichun Li, Badrul Jumaat, Omar Zakaria, Lina Yang, “Mix-Networking for 5G wireless real world”. WSEAS Transaction on Computers, Pp.378-383, Issue 2, Volume 4, 2008 . (EI检索)【专利】[1] 国家发明专利：一种换向器用外观检测装置，专利号：ZL 2016 2 **.7。[2] 发明专利：一种便于检测橡胶管外观缺陷的检测机，申请号：4X (实审阶段)[3] 发明专利：布料外观缺陷自动化视觉检测系统，申请号：20** (实审阶段)[4] 发明专利：对空调芯片上共晶焊进行合格检测的系统，申请号：20** (实审阶段)
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