Xue-wen Chen

发表

Analyzing and learning sparse and scale-free networks using Gaussian graphical models

Hong Cheng, Melih S. Aslan, Xue-wen Chen, 2016, International Journal of Data Science and Analytics.

Margin-based wrapper methods for gene identification using microarray

Xue-wen Chen, Xue-wen Chen, 2006, Neurocomputing.

A Bayesian approach to support vector machines for the binary classification

Fei Cheng, Jiangsheng Yu, Huilin Xiong, 2008, Neurocomputing.

iLike: integrating visual and textual features for vertical search

Nenghai Yu, Bo Luo, Xue-wen Chen, 2010, ACM Multimedia.

IPKB: a digital library for invertebrate paleontology

Bo Luo, Xue-wen Chen, Junyan Li, 2012, JCDL '12.

Learning Multi-channel Deep Feature Representations for Face Recognition

Thomas S. Huang, Melih S. Aslan, Xue-wen Chen, 2015, FE@NIPS.

New data clustering for RBF classifier of agriculture products from x-ray images

David Casasent, Xue-wen Chen, 1999, Optics East.

Multi-class feature selection for texture classification

Xiang-Yan Zeng, Xue-wen Chen, Deborah van Alphen, 2006, Pattern Recognit. Lett..

Hyperspectral data discrimination methods

David Casasent, Xue-wen Chen, D. Casasent, 2000, SPIE Optics East.

An Adaptive Cluster-based Wiener Filter for Speckle Reduction of OCT Skin Images pdf

Xue-wen Chen, Darius Mehregan, Saba Adabi, 2017, ArXiv.

Prediction of protein-protein interactions using random decision forest framework

Mei Liu, Xue-wen Chen, Mei Liu, 2005, Bioinform..

Pruning support vectors for imbalanced data classification

Xue-wen Chen, B. Gerlach, D. Casasent, 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..

FAST: a roc-based feature selection metric for small samples and imbalanced data classification problems

Xue-wen Chen, Michael Wasikowski, Xue-wen Chen, 2008, KDD.

Combating the Small Sample Class Imbalance Problem Using Feature Selection

Xue-wen Chen, Michael Wasikowski, Xue-wen Chen, 2010, IEEE Transactions on Knowledge and Data Engineering.

GOAL: the comprehensive gene ontology analysis layer

George Li, Xue-wen Chen, Jong Cheol Jeong, 2016, Science China Information Sciences.

Genetic studies of complex human diseases: Characterizing SNP-disease associations using Bayesian networks

Hua Xu, Xue-wen Chen, Bing Han, 2012, BMC Systems Biology.

Bayesian neural network approaches to ovarian cancer identification from high-resolution mass spectrometry data

Jiangsheng Yu, Xue-wen Chen, Xue-wen Chen, 2005, ISMB.

Human Disease-Gene Classification with Integrative Sequence-Based and Topological Features of Protein-Protein Interaction Networks

Xue-wen Chen, Aaron M. Smalter, Seak Fei Lei, 2007, 2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007).

Advanced Signal Processing Techniques for Bioinformatics

Vladimir Pavlovic, David Casasent, Sun Kim, 2006, EURASIP Journal on Advances in Signal Processing.

A New Semantic Functional Similarity over Gene Ontology

Xue-wen Chen, Jong Cheol Jeong, Jong Cheol Jeong, 2015, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Cross-platform microarray data integration using the Normalised Linear Transform

Ya Zhang, Jiangsheng Yu, Huilin Xiong, 2010, Int. J. Data Min. Bioinform..

Long-term face tracking in the wild using deep learning pdf

Xue-wen Chen, Kunlei Zhang, Elaheh Rashedi, 2018, ArXiv.

A Markov blanket-based method for detecting causal SNPs in GWAS

Xue-wen Chen, Meeyoung Park, Bing Han, 2010, BMC Bioinformatics.

Mining Adverse Drug Side-Effects from Online Medical Forums

Bo Luo, Xue-wen Chen, Hariprasad Sampathkumar, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Improving Bayesian Network Structure Learning with Mutual Information-Based Node Ordering in the K2 Algorithm

Xue-wen Chen, Xiaotong Lin, Gopalakrishna Anantha, 2008, IEEE Transactions on Knowledge and Data Engineering.

Pseudo labels for imbalanced multi-label learning

Hong Cheng, Xue-wen Chen, Wenrong Zeng, 2014, 2014 International Conference on Data Science and Advanced Analytics (DSAA).

Sequence-based prediction of protein interaction sites with an integrative method

Xue-wen Chen, Jong Cheol Jeong, Xue-wen Chen, 2009, Bioinform..

Knowledge-guided inference of domain–domain interactions from incomplete protein–protein interaction networks

Mei Liu, Raja Jothi, Xue-wen Chen, 2009, Bioinform..

Identification of genes involved in the same pathways using a Hidden Markov Model-based approach

Xue-wen Chen, Alexander Senf, Xue-wen Chen, 2009, Bioinform..

Ontology-Based Visualization of Healthcare Data Mined from Online Healthcare Forums

Bo Luo, Xue-wen Chen, Hariprasad Sampathkumar, 2015, 2015 International Conference on Healthcare Informatics.

Healthcare Information Networks: Discovery and Evaluation

Bo Luo, Xue-wen Chen, Meeyoung Park, 2011, 2011 IEEE First International Conference on Healthcare Informatics, Imaging and Systems Biology.

Assessing reliability of protein-protein interactions by integrative analysis of data in model organisms

Mei Liu, Xue-wen Chen, Xiaotong Lin, 2009, BMC Bioinformatics.

Facial expression recognition: A clustering-based approach

Thomas S. Huang, Xue-wen Chen, Thomas S. Huang, 2003, Pattern Recognit. Lett..

Large-Scale Deep Belief Nets With MapReduce

Xue-wen Chen, Kunlei Zhang, Xue-wen Chen, 2014, IEEE Access.

SMO-based pruning methods for sparse least squares support vector machines

Xiang-Yan Zeng, Xue-wen Chen, Xue-wen Chen, 2005, IEEE Transactions on Neural Networks.

Data-Dependent Kernel Machines for Microarray Data Classification

Ya Zhang, Huilin Xiong, Xue-wen Chen, 2007, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Kernelized pyramid nearest-neighbor search for object categorization

Lu Yang, Hong Cheng, Zicheng Liu, 2014, Machine Vision and Applications.

Learning to rank with a novel kernel perceptron method

Haixun Wang, Xue-wen Chen, Xiaotong Lin, 2009, CIKM.

Limiting the Neighborhood: De-Small-World Network for Outbreak Prevention

Yelong Shen, Ruoming Jin, Lin Liu, 2019, CSoNet.

Big Data Deep Learning: Challenges and Perspectives

Xue-wen Chen, Xiaotong Lin, Xue-wen Chen, 2014, IEEE Access.

Gene Network Learning Using Regulated Dynamic Bayesian Network Methods

Xue-wen Chen, Xiaotong Lin, Xue-wen Chen, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

Mr.KNN: soft relevance for multi-label classification

Xue-wen Chen, Xiaotong Lin, Xue-wen Chen, 2010, CIKM.

FEPI-MB: identifying SNPs-disease association using a Markov Blanket-based approach

Xue-wen Chen, Bing Han, Zohreh Talebizadeh, 2011, BMC Bioinformatics.

Editorial

Leif E. Peterson, Xue-wen Chen, 2009, Int. J. Data Min. Bioinform..

Large-scale Protein-Protein Interaction prediction using novel kernel methods

Jianwen Fang, Xue-wen Chen, Ryan J. Haasl, 2008, Int. J. Data Min. Bioinform..

Domain-Based Predictive Models for Protein-Protein Interaction Prediction

Mei Liu, Xue-wen Chen, Mei Liu, 2006, EURASIP J. Adv. Signal Process..

Latent Topic-Semantic Indexing Based Automatic Text Summarization

Jiangsheng Yu, Xue-wen Chen, Xue-wen Chen, 2016, 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA).

A windowed dynamic time warping approach for 3D continuous hand gesture recognition

Hong Cheng, Jun Luo, Xue-wen Chen, 2014, 2014 IEEE International Conference on Multimedia and Expo (ICME).

Using Internet Search Engines to Obtain Medical Information: A Comparative Study

Yanchun Liang, John Powell, Dong Xu, 2012, Journal of medical Internet research.

Enhanced recursive feature elimination

Xue-wen Chen, Jong Cheol Jeong, Xue-wen Chen, 2007, Sixth International Conference on Machine Learning and Applications (ICMLA 2007).

Detecting SNPs-disease associations using Bayesian networks

Xue-wen Chen, Bing Han, Xue-wen Chen, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

On Position-Specific Scoring Matrix for Protein Function Prediction

Xue-wen Chen, Jong Cheol Jeong, Xiaotong Lin, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Identification of transposable elements of the giant panda (Ailuropoda melanoleuca) genome

Jin Lin, Bo Luo, Jun Huan, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops.

Editorial: Special issue on hybrid intelligent methods for health technologies

Hung T. Nguyen, Tharam S. Dillon, Kit Yan Chan, 2014, Appl. Soft Comput..

Integrative Neural Network Approach for Protein Interaction Prediction from Heterogeneous Data

Mei Liu, Yong Hu, Xue-wen Chen, 2008, ADMA.

Kernel-based distance metric learning for microarray data classification

Huilin Xiong, Xue-wen Chen, Xue-wen Chen, 2006, BMC Bioinformatics.

Optimized Kernel Machine for Cancer Classification Using Gene Expression Data

Huilin Xiong, Xue-wen Chen, Xue-wen Chen, 2005, CIBCB.

Structural Risk Minimisation based gene expression profiling analysis

Dechang Chen, Xue-wen Chen, ZhenQiu Liu, 2007, Int. J. Bioinform. Res. Appl..

Learning sparse and scale-free networks

Hong Cheng, Melih S. Aslan, Xue-wen Chen, 2014, 2014 International Conference on Data Science and Advanced Analytics (DSAA).

Pixel-to-Model background modeling in crowded scenes

Lu Yang, Hong Cheng, Xue-wen Chen, 2014, 2014 IEEE International Conference on Multimedia and Expo (ICME).

DASSO-MB: Detection of Epistatic Interactions in Genome-Wide Association Studies Using Markov Blankets

Xue-wen Chen, Meeyoung Park, Bing Han, 2009, 2009 IEEE International Conference on Bioinformatics and Biomedicine.

KUPS: constructing datasets of interacting and non-interacting protein pairs with associated attributions

Xue-wen Chen, Jong Cheol Jeong, Patrick Dermyer, 2010, Nucleic Acids Res..

Protein-Protein Interaction Prediction and Assessment from Model Organisms

Mei Liu, Xue-wen Chen, Xiaotong Lin, 2008, 2008 IEEE International Conference on Bioinformatics and Biomedicine.

Editorial: Special issue on hybrid intelligent methods for health technologies

Hung T. Nguyen, Tharam S. Dillon, Kit Yan Chan, 2014, Appl. Soft Comput..

Normalized Linear Transform for Cross-Platform Microarray Data Integration

Ya Zhang, Huilin Xiong, Xue-wen Chen, 2007, Sixth International Conference on Machine Learning and Applications (ICMLA 2007).

Cephalometric Landmark Tracing Using Deformable Templates

Bo Luo, Brian Potetz, Xue-wen Chen, 2011, 2011 IEEE First International Conference on Healthcare Informatics, Imaging and Systems Biology.

Comparison of One-Class SVM and Two-Class SVM for Fold Recognition

Xue-wen Chen, Anne Zhang, Alexander Senf, 2006, ICONIP.

A novel semi-supervised learning approach to analyzing metagenomic reads

Dongxiao Zhu, Xue-wen Chen, Yuliang Geng, 2014, BCB.

Machine Learning and Its Applications to Biology

Sorin Draghici, Adi L. Tarca, Roberto Romero, 2007, PLoS Comput. Biol..

Locally optimal search method for identifying genes from microarray data

Huaixin Chen, Xue-wen Chen, 2004, ICARCV 2004 8th Control, Automation, Robotics and Vision Conference, 2004..

Evaluating topology-based metrics for GO term similarity measures

Xue-wen Chen, Jong Cheol Jeong, Xue-wen Chen, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

An effective structure learning method for constructing gene networks

Xinkun Wang, Xue-wen Chen, Gopalakrishna Anantha, 2006, Bioinform..

Research on real-time network synchronous update policy of land survey spatial database

Xue-wen Chen, Li-jun Wei, Jian-zhong Huang, 2008, International Conference on Earth Observation for Global Changes.

Teacher/Student Deep Semi-Supervised Learning for Training with Noisy Labels

Xue-wen Chen, Zeyad Hailat, Zeyad Hailat, 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

Heterogeneous data integration by tree‐augmented naïve Bayes for protein–protein interactions prediction

Xue-wen Chen, Xiaotong Lin, Xue-wen Chen, 2013, Proteomics.

Survival Prediction and Gene Identification with Penalized Global AUC Maximization

Ming Tan, Xue-wen Chen, Zhenqiu Liu, 2009, J. Comput. Biol..

Data-Dependent Kernel Machines for Microarray Data Classification

Huilin Xiong, Xue-wen Chen, Ya Zhang, 2007, IEEE ACM Trans. Comput. Biol. Bioinform..

iLike: Bridging the Semantic Gap in Vertical Image Search by Integrating Text and Visual Features

Bo Luo, Xue-wen Chen, Yuxin Chen, 2013, IEEE Transactions on Knowledge and Data Engineering.

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs

Hua Xu, Mei Liu, Zhongming Zhao, 2012, J. Am. Medical Informatics Assoc..

Content-based assessment of the credibility of online healthcare information

Bo Luo, Xue-wen Chen, Meeyoung Park, 2013, 2013 IEEE International Conference on Big Data.

Unsupervised Learning and Image Classification in High Performance Computing Cluster

Melih S. Aslan, Xue-wen Chen, Flavio Villanustre, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Radial basis function neural networks for nonlinear Fisher discrimination and Neyman-Pearson classification

David Casasent, Xue-wen Chen, D. Casasent, 2003, Neural Networks.

"Stream loss": ConvNet learning for face verification using unlabeled videos in the wild

Matthew S. Nokleby, Xue-wen Chen, Elaheh Rashedi, 2019, Neurocomputing.

New training strategies for RBF neural networks for X-ray agricultural product inspection

David Casasent, Xue-wen Chen, D. Casasent, 2003, Pattern Recognit..

Mining Adverse Drug Reactions from online healthcare forums using Hidden Markov Model

Bo Luo, Xue-wen Chen, Hariprasad Sampathkumar, 2014, BMC Medical Informatics and Decision Making.

Functional Gene Detection and Clustering from Seed Gene Sets

Xue-wen Chen, Alexander Senf, 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine.

Minimum reference set based feature selection for small sample classifications

Xue-wen Chen, Jong Cheol Jeong, Xue-wen Chen, 2007, ICML '07.

Protein Function Assignment through Mining Cross-Species Protein-Protein Interactions

Mei Liu, Xue-wen Chen, Robert Ward, 2008, PloS one.