Xuewen Chen
Xuewen Chen
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Big data deep learning: challenges and perspectives
XW Chen, X Lin
IEEE access 2, 514-525, 2014
Machine learning and its applications to biology
AL Tarca, VJ Carey, X Chen, R Romero, S Drăghici
PLoS computational biology 3 (6), e116, 2007
Prediction of protein–protein interactions using random decision forest framework
XW Chen, M Liu
Bioinformatics 21 (24), 4394-4400, 2005
Combating the small sample class imbalance problem using feature selection
M Wasikowski, X Chen
IEEE Transactions on knowledge and data engineering 22 (10), 1388-1400, 2009
Enhanced recursive feature elimination
X Chen, JC Jeong
Sixth international conference on machine learning and applications (ICMLA …, 2007
Fast: a roc-based feature selection metric for small samples and imbalanced data classification problems
X Chen, M Wasikowski
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs
M Liu, Y Wu, Y Chen, J Sun, Z Zhao, X Chen, ME Matheny, H Xu
Journal of the American Medical Informatics Association 19 (e1), e28-e35, 2012
Learning deep networks from noisy labels with dropout regularization
I Jindal, M Nokleby, X Chen
2016 IEEE 16th International Conference on Data Mining (ICDM), 967-972, 2016
Improving Bayesian network structure learning with mutual information-based node ordering in the K2 algorithm
XW Chen, G Anantha, X Lin
IEEE Transactions on Knowledge and Data Engineering 20 (5), 628-640, 2008
On position-specific scoring matrix for protein function prediction
J cheol Jeong, X Lin, XW Chen
IEEE/ACM transactions on computational biology and bioinformatics 8 (2), 308-315, 2010
Facial expression recognition: a clustering-based approach
X Chen, T Huang
Pattern Recognition Letters 24 (9-10), 1295-1302, 2003
Ovarian cancer identification based on dimensionality reduction for high-throughput mass spectrometry data
JS Yu, S Ongarello, R Fiedler, XW Chen, G Toffolo, C Cobelli, ...
Bioinformatics 21 (10), 2200-2209, 2005
Sparse representation and learning in visual recognition: Theory and applications
H Cheng, Z Liu, L Yang, X Chen
Signal Processing 93 (6), 1408-1425, 2013
Sequence-based prediction of protein interaction sites with an integrative method
X Chen, JC Jeong
Bioinformatics 25 (5), 585-591, 2009
An improved branch and bound algorithm for feature selection
X Chen
Pattern Recognition Letters 24 (12), 1925-1933, 2003
An effective structure learning method for constructing gene networks
X Chen, G Anantha, X Wang
Bioinformatics 22 (11), 1367-1374, 2006
Mining adverse drug reactions from online healthcare forums using hidden Markov model
H Sampathkumar, X Chen, B Luo
BMC medical informatics and decision making 14, 1-18, 2014
High intrinsic oxidative stress may underlie selective vulnerability of the hippocampal CA1 region
X Wang, R Pal, X Chen, N Limpeanchob, KN Kumar, EK Michaelis
Molecular brain research 140 (1-2), 120-126, 2005
SMO-based pruning methods for sparse least squares support vector machines
X Zeng, X Chen
IEEE transactions on Neural Networks 16 (6), 1541-1546, 2005
Radial basis function neural networks for nonlinear Fisher discrimination and Neyman–Pearson classification
D Casasent, X Chen
Neural networks 16 (5-6), 529-535, 2003
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Artículos 1–20