学术信息网 西电导航 关于 使用说明 搜索 系统首页 登录 控制面板 收藏 陈渤的留言板
学术论文
  1. Chaojie Wang, Bo Chen*, Hongwei Liu, and Mingyuan Zhou, Multimodal Poisson Gamma Belief Network, to appear in the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Lousiana, USA, Feburary 2018.

  2. Yulai Cong, Bo Chen*, Hongwei Liu, and Mingyuan Zhou*, Deep latent Dirichlet allocation with topic-layer-adaptive stochastic gradient Riemannian MCMC, to appear in International Conference on Machine Learning (ICML2017), Sydney, Australia, August 2017.

  3. Jing Chai, Bo Chen, Fan Liu, Zehua Chen, Xinghao Ding. Multiple-Instance Feature Extraction at the Bag and Instance Levels Using the Maximum-Trace Difference Criterion. Information Sciences: 2017 ,385-386 ,353-377.

  4. Yulai Cong, Bo Chen*, and Mingyuan Zhou*, Fast simulation of hyperplane-truncated multivariate normal distributions, to appear in Bayesian Analysis.

  5. Mingyuan Zhou*, Yulai Cong, and Bo Chen*, Augmentable gamma belief networks, Journal of Machine Learning Research,17(163), 1-44, 2016. [Code]

  6. Bo Feng, Bo Chenand Hongwei Liu, Radar HRRP target recognition with deep networks, Pattern Recognition 61, 379-393, 2017.

  7. Yulai Cong, Bo Chen*, Hongwei Liu, Bo Jiu. Nonparametric Bayesian Attributed Scattering Center Extraction for Synthetic Aperture Radar Targets. IEEE Transactions on Signal Processing, 64(18), 4723-4736, 2016. 

  8. Jun Ding, Bo Chen*, Hongwei Liu, Mengyuan Huang, Convolutional Neural Network With Data Augmentation for SAR Target Recognition, IEEE Geoscience and Remote Sensing Letters, 13(3), 364-368, 2016.

  9. Xuefeng Zhang, Bo Chen*, Hongwei Liu, Lei Zuo, and Bo Feng, Infinite max-margin factor analysis via data augmentation. Pattern Recognition 52, 17-32, 2016.
  10. Hongwei Liu, Bo Feng, Bo Chen*, Lan Du, Radar high-resolution range profiles target recognition based on stable dictionary learning, IET Radar, Sonar & Navigation, 10(2), 228–237, 2016.

  11. Mingyuan Zhou, Yulai Cong, Bo Chen, The Poisson Gamma Belief Network, Advances in Neural Information Processing Systems. 3025-3033, 2015, Montreal, Canada.
  12. Junkun Yan, Hongwei Liu, Bo Jiu, Bo Chen, Zheng Liu, Zheng Bao: Simultaneous Multibeam Resource Allocation Scheme for Multiple Target Tracking. IEEE Transactions on Signal Processing, 63(12): 3110-3122, 2015. (Impact Factor: 3.2)
  13. Bo Chen, Hao Zhang, Xuefeng Zhang, Wei Wen, Hongwei Liu and Jun Liu, Max-Margin Discriminant Projection via Data Augmentation, IEEE Transactions on Knowledge and Data Engineering, 27(7), 1964-1976, 2015.(Impact Factor: 1.8)
  14. Bo Jiu, Hongwei Liu, Xu Wang, Lei Zhang, Yinghua Wang, Bo Chen, Knowledge-Based Spatial-Temporal Hierarchical MIMO Radar Waveform Design Method for Target Detection in Heterogeneous Clutter Zone, IEEE Transactions on Signal Processing, 63(3), 543-554, 2015.(Impact Factor: 3.2)
  15. Junkun Yan, Bo Jiu, Hongwei Liu, Bo Chen, Zheng Bao: Prior Knowledge-Based Simultaneous Multibeam Power Allocation Algorithm for Cognitive Multiple Targets Tracking in Clutter. IEEE Transactions on Signal Processing, 63(2): 512-527, 2015.(Impact Factor: 3.2)
  16. Raymond J. Langley, Ephraim L. Tsalik, Jennifer C. van Velkinburgh, Seth W. Glickman, Brandon J. Rice, Chunping Wang, Bo Chen, Lawrence Carin, Arturo Suarez, Robert P. Mohney, Debra H. Freeman, Mu Wang, Jinsam You, Jacob Wulff, J. Will Thompson, M. Arthur Moseley, Stephanie Reisinger, Brian T. Edmonds, Brian Grinnell, David R. Nelson, Darrell L. Dinwiddie, Neil A. Miller, Carol J. Saunders, Sarah S. Soden, Angela J. Rogers, Lee Gazourian , Laura E. Fredenburgh, Anthony F. Massaro, Rebecca M. Baron, Augustine M.K. Choi, G. Ralph Corey, Geoffrey S. Ginsburg, Charles B. Cairns, Ronny M. Otero, Vance G. Fowler Jr, Emanuel P. Rivers, Christopher W. Woods, Stephen F. Kingsmore, An integrated clinico-me[ant]tabolomic model improves prediction of death in sepsis, Science Translational Medicine, Vol. 5, Issue 195, p. 195ra95, July, 2013. (Impact Factor: 10.8)
  17. Bo Jiu, Hongwei Liu, Bo Chen, Zheng Liu, Waveform Design for Wideband Radar Target Recognition Based on Eigensubspace Projection, IET Radar, Sonar & Navigation,7(6), 702–709, 2013.(Impact Factor: 1.0)
  18. Bo Chen, Gungor Polatkan, Guillermo Sapiro, David Blei, David Dunson and Lawrence Carin, Deep Learning with Hierarchical Convolutional Factor Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(8), 1887-1901, 2013. (Impact Factor: 4.908)
  19. Bo Chen, David E. Carlson and Lawrence Carin, On the Analysis of Multi-Channel Neural Spike Data, Neural Information Processing Systems (NIPS) 2011, Granada, Spain.
  20. Bo Chen, Guillermo Sapiro, Gungor Polatkan, David Dunson and Lawrence Carin, The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning, International Conference on Machine Learning, ICML 2011, Bellevue, Washington, USA. [online video: http://techtalks.tv/talks/54368/]
  21. Bo Chen, Guillermo Sapiro, David Dunson, Lawrence Carin, Deep Networks with Hierarchical Convolutional Factor Analysis, Neural Information Processing Systems (NIPS) 2010 Workshop on Deep Learning and Unsupervised Feature Learning, Vancouver, Canada.
  22. Bo Chen, Minhua Chen, John Paisley, Aimee Zaas, Christopher Woods, Geoff Ginsburg, Alfred Hero III, Joseph Lucas, David Dunson and Lawrence Carin. Bayesian inference of the number of factors in gene-ex[ant]pression analysis: application to human virus challenge studies. BMC Bioinformatics, Volume 11, Number 1, 552, 2010.(Impact Factor: 3.028)
  23. Bo Chen, John Paisley and Lawrence Carin. Sparse Linear Regression with Beta Process Priors, ICASSP 2010, Dallas, USA.
  24. Jing Chai, Hongwei Liu, Bo Chen and Zheng Bao. Large margin nearest local mean classifier. Signal Processing, Volume 90 Issue 1, January, 2010.(Impact Factor: 1.503)
  25. Bo Chen, Hongwei Liu, Jing Chai and Zheng Bao. Large Margin Feature Weighting via Linear Programming. IEEE Transactions on Knowledge and Data Engineering, Vol 21, No 10, 2009.(Impact Factor: 2.285)
  26. Bo Chen, Hongwei Liu and Zheng Bao. Optimizing the Data-dependent Kernel under a Unified Kernel Optimization fr[ant]amework. Pattern Recognition, 41(6), 2107-2119, 2008. (Impact Factor: 3.172)
  27. Bo Chen, Hongwei Liu and Zheng Bao. A Kernel Optimization Method Based on the Localized Kernel Fisher, Pattern Recognition, 41(3), 1098-1109, 2008. (Impact Factor: 3.172)
  28. Bo Chen, Hongwei Liu, Li Yuan and Zheng Bao. Adaptively Segmenting Angular Sectors for Radar HRRP ATR. EURASIP Journal on Applied Signal Processing, Volume 2008 (2008), Article ID 641709, 6 pages. (Impact Factor: 1.055)
  29. Bo Chen, Hongwei Liu and Zheng Bao. An Efficient Kernel Optimization Method for Radar High-resolution Range Profile Recognition, EURASIP Journal on Applied Signal Processing. Vol. 2007, Article ID 49597, 10 pages, 2007. (Impact Factor: 1.055)
  30. Bo Chen, Li Yuan, Hongwei Liu and Zheng Bao. Kernel Subclass Discriminant Analysis. Neurocomputing, 71, 455-458, 2007.(Impact Factor: 1.595)
  31. Bo Chen, Hongwei Liu and Zheng Bao. Basis Vector Classifier, Special issue of Dynamics of Continuous, Discrete and Impulsive Systems, 14 (s3), 23-29, 2007.
  32. Bo Chen, Hongwei Liu, Zheng Bao. A Fusion Kernel Optimization Method. Journal of Xidian University, 34 (4), 509-513, 2007. (in Chinese)
  33. Bo Chen, Hongwei Liu, Zheng Bao. Speeding up SVM in Test Phase: Application to Radar HRRP ATR. The Proc. of ICONIP’06, Hongkong, China, Vol.4232, 811-818, 2006, Springer Berlin.
  34. Bo Chen, Hongwei Liu and Zheng Bao, An Efficient Kernel Optimization Method for High Range Resolution Profile Recognition, 2006 CIE International Conference on Radar, Shanghai, 1-4, 2006.
  35. Bo Chen, Hongwei Liu and Zheng Bao, General Kernel Optimization Model Based on Kernel Fisher Criterion, ICNC2006, Xi’an, 143-146, Springer Berlin, 2006.
  36. Bo Chen, Hongwei Liu, Zheng Bao. A Kernel Optimization Method Based on the Localized Kernel Fisher Criterion, ISNN2006, Chengdu, 915-921, Springer Berlin, 2006.
  37. Bo Chen, Hongwei Liu, Zheng Bao. PCA and Kernel PCA for Radar High Range Resolution Profiles Recognition. 2005 IEEE International Radar Conference in Arlington, Virginia USA: pp.528-533.
  38. Bo Chen, Hongwei Liu, Zheng Bao and Xuefei Cao. A Kernel Optimization Algorithm Based on Fusion Kernel for High Range Resolution Profiles Recognition. ACTA ELECTRONICA SINICA, 34 (6), 1146-1151, 2006. (in Chinese)
  39. Bo Chen, Hongwei Liu and Zheng Bao. Analysis and Comparison of Three Kinds of Classification Based Different Absolute Alignment Methods. Modern Radar, Vol. 28 (3), 58-62, 2006. (in Chinese)
  40. Bo Chen, Hongwei Liu and Zheng Bao. An HRRP Recognition Method Based on Zero Phase Representation. Journal of Xidian University, 32 (5), 657-662, 2005. (in Chinese)

 

专利:

  1.  Raymond Langley, Stephen Kingsmore, Bo Chen and Lawrence Carin, Method for diagnosis of sepsis and risk of death, Pub. Number: US 2010/0273207, Pub. date: 10.28, 2010. 
版权声明:未经西安电子科技大学以及个人主页教师本人许可不得复制,转载传播本主页内容或用于任何商业用途,如需转载请征得主页所有者同意,并附上主页链接.
西安电子科技大学个人主页 站点地图 | | 陈渤的留言板 | 更新日期 :2017-11-09 | |
Copyright © 2011-2016 西安电子科技大学 版权所有 陕ICP备021284(05016169) Powered by 信息化建设处 & 电院网络中心