Songfeng Zheng

33 papers A* 3A 2Journal 18Unranked 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
Speeding up
Commun. Stat. Simul. Comput.
Songfeng Zheng
2021 J jnl
Iteratively reweighted least square for asymmetric L2-Loss support vector regression.
Commun. Stat. Simul. Comput.
Songfeng Zheng
2021 J jnl
KLERC: kernel Lagrangian expectile regression calculator.
Comput. Stat.
Songfeng Zheng
2019 J jnl
A fast iterative algorithm for support vector data description.
Int. J. Mach. Learn. Cybern.
Songfeng Zheng
2016 J jnl
Object-Based Arctic Sea Ice Ridge Detection From High-Spatial-Resolution Imagery.
IEEE Geosci. Remote. Sens. Lett.
Xin Miao, Hongjie Xie, Stephen F. Ackley, Songfeng Zheng
2016 J jnl
Smoothly approximated support vector domain description.
Pattern Recognit.
Songfeng Zheng
2015 J jnl
A fast algorithm for training support vector regression via smoothed primal function minimization.
Int. J. Mach. Learn. Cybern.
Songfeng Zheng
2014 J jnl
A generalized Newton algorithm for quantile regression models.
Comput. Stat.
Songfeng Zheng
2012 J jnl
Functional gradient ascent for Probit regression.
Pattern Recognit.
Songfeng Zheng, Weixiang Liu
2012 J jnl
QBoost: Predicting quantiles with boosting for regression and binary classification.
Expert Syst. Appl.
Songfeng Zheng
2011 J jnl
An experimental comparison of gene selection by Lasso and Dantzig selector for cancer classification.
Comput. Biol. Medicine
Songfeng Zheng, Weixiang Liu
2011 J jnl
Gradient descent algorithms for quantile regression with smooth approximation.
Int. J. Mach. Learn. Cybern.
Songfeng Zheng
2011 A conf
Labeling Image Patches by Boosting based Median Classifier.
BMVC
Songfeng Zheng
2010 — conf
Boosting Based Conditional Quantile Estimation for Regression and Binary Classification.
MICAI (2)
Songfeng Zheng
2010 J jnl
Cooperative Sensing via Sequential Detection.
IEEE Trans. Signal Process.
Qiyue Zou, Songfeng Zheng, Ali H. Sayed
2010 J jnl
Detecting object boundaries using low-, mid-, and high-level information.
Comput. Vis. Image Underst.
Songfeng Zheng, Alan L. Yuille, Zhuowen Tu
2010 — conf
Fitting Probit Regression using Functional Gradient Ascent for Cancer Classification.
BIOCOMP
Songfeng Zheng, Weixiang Liu
2010 J jnl
Integrating local distribution information with level set for boundary extraction.
J. Vis. Commun. Image Represent.
Lei He, Songfeng Zheng, Li Wang
2010 — conf
Median Boost for Cancer Classification with Gene Expression Data.
BIOCOMP
Songfeng Zheng, Weixiang Liu
2010 — conf
Selecting informative genes by Lasso and Dantzig selector for linear classifiers.
BIBM
Songfeng Zheng, Weixiang Liu
2010 — conf
Sparse nonnegative matrix factorization with the elastic net.
BIBM
Weixiang Liu, Songfeng Zheng, Sen Jia, Linlin Shen, Xianghua Fu
2009 A conf
A level set model without initial contour.
WACV
Lei He, William G. Wee, Songfeng Zheng, Li Wang
2009 A* conf
Compositional noisy-logical learning.
ICML
Alan L. Yuille, Songfeng Zheng
2009 — conf
Probabilistic Cascade Random Fields for Man-Made Structure Detection.
ACCV (2)
Songfeng Zheng
2008 A* conf
Learning based coarse-to-fine image registration.
CVPR
Jiayan Jiang, Songfeng Zheng, Arthur W. Toga, Zhuowen Tu
2008 J jnl
Shape matching and registration by data-driven EM.
Comput. Vis. Image Underst.
Zhuowen Tu, Songfeng Zheng, Alan L. Yuille
2007 J jnl
Automated Extraction of the Cortical Sulci Based on a Supervised Learning Approach.
IEEE Trans. Medical Imaging
Zhuowen Tu, Songfeng Zheng, Alan L. Yuille, Allan L. Reiss, Rebecca A. Dutton, Agatha D. Lee, Albert M. Galaburda, Ivo D. Dinov, Paul M. Thompson, Arthur W. Toga
2007 A* conf
Detecting Object Boundaries Using Low-, Mid-, and High-level Information.
CVPR
Songfeng Zheng, Zhuowen Tu, Alan L. Yuille
2006 — conf
A Learning Based Algorithm for Automatic Extraction of the Cortical Sulci.
MICCAI (1)
Songfeng Zheng, Zhuowen Tu, Alan L. Yuille, Allan L. Reiss, Rebecca A. Dutton, Agatha D. Lee, Albert M. Galaburda, Paul M. Thompson, Ivo D. Dinov, Arthur W. Toga
2006 J jnl
Learning Sparse Mixture Models for Discriminative Classification.
Int. J. Pattern Recognit. Artif. Intell.
Weixiang Liu, Nanning Zheng, Songfeng Zheng
2003 — conf
Learning features from examples for face detection.
ICASSP (2)
Xiaofeng Lu, Songfeng Zheng, Nanning Zheng, Weixiang Liu
2003 — conf
Linear sparse feature based face detection in gray images.
ICIP (3)
Xiaofeng Lu, Nanning Zheng, Songfeng Zheng
2003 — conf
Unsupervised clustering based reduced support vector machines.
ICASSP (2)
Songfeng Zheng, Xiaofeng Lu, Nanning Zheng, Weipu Xu