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Songfeng Zheng, Ph.D. - Publications

Affiliations: 
2008 University of California, Los Angeles, Los Angeles, CA 
Area:
Computation & Theory
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16 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Zheng S. KLERC: kernel Lagrangian expectile regression calculator Computational Statistics. 1-29. DOI: 10.1007/S00180-020-01003-0  0.418
2018 Zheng S. A fast iterative algorithm for support vector data description International Journal of Machine Learning and Cybernetics. 10: 1173-1187. DOI: 10.1007/S13042-018-0796-7  0.432
2016 Zheng S. Smoothly approximated support vector domain description Pattern Recognition. 49: 55-64. DOI: 10.1016/J.Patcog.2015.07.003  0.398
2014 Zheng S. A generalized Newton algorithm for quantile regression models Computational Statistics. 29: 1403-1426. DOI: 10.1007/S00180-014-0498-X  0.408
2013 Zheng S. A fast algorithm for training support vector regression via smoothed primal function minimization International Journal of Machine Learning and Cybernetics. 6: 155-166. DOI: 10.1007/S13042-013-0200-6  0.407
2012 Zheng S, Liu W. Functional gradient ascent for Probit regression Pattern Recognition. 45: 4428-4437. DOI: 10.1016/J.Patcog.2012.06.006  0.429
2012 Zheng S. QBoost: Predicting quantiles with boosting for regression and binary classification Expert Systems With Applications. 39: 1687-1697. DOI: 10.1016/J.Eswa.2011.06.060  0.397
2011 Zheng S. Gradient descent algorithms for quantile regression with smooth approximation International Journal of Machine Learning and Cybernetics. 2: 191-207. DOI: 10.1007/S13042-011-0031-2  0.416
2010 He L, Zheng S, Wang L. Integrating local distribution information with level set for boundary extraction Journal of Visual Communication and Image Representation. 21: 343-354. DOI: 10.1016/J.Jvcir.2010.02.009  0.346
2010 Zheng S, Yuille A, Tu Z. Detecting object boundaries using low-, mid-, and high-level information Computer Vision and Image Understanding. 114: 1055-1067. DOI: 10.1016/J.Cviu.2010.07.004  0.485
2009 Yuille A, Zheng S. Compositional noisy-logical learning Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 1209-1216. DOI: 10.1145/1553374.1553528  0.425
2008 Tu Z, Zheng S, Yuille A. Shape Matching and Registration by Data-driven EM. Computer Vision and Image Understanding : Cviu. 109: 290-304. PMID 29269996 DOI: 10.1016/J.Cviu.2007.04.004  0.553
2008 Tu Z, Zheng S, Yuille A. Shape matching and registration by data-driven EM Computer Vision and Image Understanding. 109: 290-304. DOI: 10.1016/j.cviu.2007.04.004  0.423
2007 Tu Z, Zheng S, Yuille AL, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Dinov I, Thompson PM, Toga AW. Automated extraction of the cortical sulci based on a supervised learning approach. Ieee Transactions On Medical Imaging. 26: 541-52. PMID 17427741 DOI: 10.1109/Tmi.2007.892506  0.554
2006 Zheng S, Tu Z, Yuille AL, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Thompson PM, Dinov I, Toga AW. A learning based algorithm for automatic extraction of the cortical sulci. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9: 695-703. PMID 17354951 DOI: 10.1007/11866565_85  0.542
2006 LIU W, ZHENG N, ZHENG S. LEARNING SPARSE MIXTURE MODELS FOR DISCRIMINATIVE CLASSIFICATION International Journal of Pattern Recognition and Artificial Intelligence. 20: 431-440. DOI: 10.1142/S0218001406004752  0.387
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