Xue-wen Chen

Proceedings of the 24th International Conference on Pattern Recognition, 2018

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

[BibT_eX]

[DOI]

Zeyad Hailat

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Manifold Learning by Curved Cosine Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Multi-channel multi-model feature learning for face recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

2016

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

[BibT_eX]

[DOI]

Melih S. Aslan

Int. J. Data Sci. Anal., 2016

GOAL: the comprehensive gene ontology analysis layer.

[BibT_eX]

[DOI]

George Li

Sci. China Inf. Sci., 2016

Latent Topic-Semantic Indexing Based Automatic Text Summarization.

[BibT_eX]

[DOI]

Jiangsheng Yu

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Learning Deep Networks from Noisy Labels with Dropout Regularization.

[BibT_eX]

[DOI]

Ishan Jindal

Matthew S. Nokleby

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Unsupervised Learning and Image Classification in High Performance Computing Cluster.

[BibT_eX]

[DOI]

Proceedings of the Big Data Technologies and Applications, 2016

2015

A New Semantic Functional Similarity over Gene Ontology.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Topic and Sentiment Unification Maximum Entropy Model for Online Review Analysis.

[BibT_eX]

[DOI]

Changlin Ma

Meng Wang

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Learning Multi-channel Deep Feature Representations for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

Unsupervised Learning and Image Classification in High Performance Computing Cluster.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

2014

Kernelized pyramid nearest-neighbor search for object categorization.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2014

Mining Adverse Drug Reactions from Online Healthcare Forums using Hidden Markov Model.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2014

Editorial: Special issue on hybrid intelligent methods for health technologies.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2014

Large-Scale Deep Belief Nets With MapReduce.

[BibT_eX]

[DOI]

Kunlei Zhang

IEEE Access, 2014

Big Data Deep Learning: Challenges and Perspectives.

[BibT_eX]

[DOI]

IEEE Access, 2014

Pixel-to-Model background modeling in crowded scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

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

[BibT_eX]

[DOI]

Jun Luo

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Pseudo labels for imbalanced multi-label learning.

[BibT_eX]

[DOI]

Wenrong Zeng

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Learning sparse and scale-free networks.

[BibT_eX]

[DOI]

Melih S. Aslan

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

A novel semi-supervised learning approach to analyzing metagenomic reads.

[BibT_eX]

[DOI]

Yuliang Geng

Dongxiao Zhu

Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013

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

[BibT_eX]

[DOI]

Yuxin Chen

IEEE Trans. Knowl. Data Eng., 2013

Sparse representation and learning in visual recognition: Theory and applications.

[BibT_eX]

[DOI]

Signal Process., 2013

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

[BibT_eX]

[DOI]

CoRR, 2013

Content-based assessment of the credibility of online healthcare information.

[BibT_eX]

[DOI]

Meeyoung Park

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Evaluating topology-based metrics for GO term similarity measures.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012

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

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2012

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

[BibT_eX]

[DOI]

BMC Syst. Biol., 2012

IPKB: a digital library for invertebrate paleontology.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Mining Adverse Drug Side-Effects from Online Medical Forums.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

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

[BibT_eX]

[DOI]

Avindra Fernando

Jun Huan

Justin P. Blumenstiel

Jin Lin

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011

On Position-Specific Scoring Matrix for Protein Function Prediction.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

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

[BibT_eX]

[DOI]

Patrick Dermyer

Nucleic Acids Res., 2011

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

[BibT_eX]

[DOI]

Zohreh Talebizadeh

BMC Bioinform., 2011

Healthcare Information Networks: Discovery and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

Cephalometric Landmark Tracing Using Deformable Templates.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

Functional Gene Detection and Clustering from Seed Gene Sets.

[BibT_eX]

[DOI]

Alexander Senf

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010

Combating the Small Sample Class Imbalance Problem Using Feature Selection.

[BibT_eX]

[DOI]

Michael Wasikowski

IEEE Trans. Knowl. Data Eng., 2010

Cross-platform microarray data integration using the Normalised Linear Transform.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2010

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

[BibT_eX]

[DOI]

Meeyoung Park

BMC Bioinform., 2010

iLike: integrating visual and textual features for vertical search.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Mr.KNN: soft relevance for multi-label classification.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Detecting SNPs-disease associations using Bayesian networks.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009

Survival Prediction and Gene Identification with Penalized Global AUC Maximization.

[BibT_eX]

[DOI]

J. Comput. Biol., 2009

Editorial.

[BibT_eX]

Leif E. Peterson

Int. J. Data Min. Bioinform., 2009

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

[BibT_eX]

[DOI]

BMC Bioinform., 2009

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

[BibT_eX]

[DOI]

Alexander Senf

Bioinform., 2009

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

[BibT_eX]

[DOI]

Raja Jothi

Bioinform., 2009

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

[BibT_eX]

[DOI]

Bioinform., 2009

Learning to rank with a novel kernel perceptron method.

[BibT_eX]

[DOI]

Haixun Wang

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

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

[BibT_eX]

[DOI]

Meeyoung Park

Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008

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

[BibT_eX]

[DOI]

Gopalakrishna Anantha

IEEE Trans. Knowl. Data Eng., 2008

A Bayesian approach to support vector machines for the binary classification.

[BibT_eX]

[DOI]

Neurocomputing, 2008

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

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2008

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

[BibT_eX]

[DOI]

Michael Wasikowski

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Gene Network Learning Using Regulated Dynamic Bayesian Network Methods.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Protein-Protein Interaction Prediction and Assessment from Model Organisms.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

Integrative Neural Network Approach for Protein Interaction Prediction from Heterogeneous Data.

[BibT_eX]

[DOI]

Yong Hu

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007

Data-Dependent Kernel Machines for Microarray Data Classification.

[BibT_eX]

[DOI]

Ya Zhang

IEEE ACM Trans. Comput. Biol. Bioinform., 2007

Machine Learning and Its Applications to Biology.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2007

Structural Risk Minimisation based gene expression profiling analysis.

[BibT_eX]

[DOI]

Int. J. Bioinform. Res. Appl., 2007

Normalized Linear Transform for Cross-Platform Microarray Data Integration.

[BibT_eX]

[DOI]

Ya Zhang

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Enhanced recursive feature elimination.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Minimum reference set based feature selection for small sample classifications.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

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

[BibT_eX]

[DOI]

Aaron M. Smalter

Seak Fei Lei

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006

Multi-class feature selection for texture classification.

[BibT_eX]

[DOI]

Xiang-Yan Zeng

Deborah van Alphen

Pattern Recognit. Lett., 2006

Margin-based wrapper methods for gene identification using microarray.

[BibT_eX]

[DOI]

Neurocomputing, 2006

Domain-Based Predictive Models for Protein-Protein Interaction Prediction.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

Advanced Signal Processing Techniques for Bioinformatics.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

Kernel-based distance metric learning for microarray data classification.

[BibT_eX]

[DOI]

BMC Bioinform., 2006

An effective structure learning method for constructing gene networks.

[BibT_eX]

[DOI]

Gopalakrishna Anantha

Xinkun Wang

Bioinform., 2006

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

[BibT_eX]

[DOI]

Alexander Senf

Anne Zhang

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005

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

[BibT_eX]

[DOI]

Xiang-Yan Zeng

IEEE Trans. Neural Networks, 2005

Prediction of protein-protein interactions using random decision forest framework.

[BibT_eX]

[DOI]

Bioinform., 2005

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

[BibT_eX]

[DOI]

Jiangsheng Yu

Proceedings of the Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, 2005

Optimized Kernel Machine for Cancer Classification Using Gene Expression Data.

[BibT_eX]

Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

2004

Locally optimal search method for identifying genes from microarray data.

[BibT_eX]

[DOI]

Huaixin Chen

Proceedings of the 8th International Conference on Control, 2004

2003

Facial expression recognition: A clustering-based approach.

[BibT_eX]

[DOI]

Thomas S. Huang

Pattern Recognit. Lett., 2003

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

[BibT_eX]

[DOI]

David P. Casasent

Pattern Recognit., 2003

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

[BibT_eX]

[DOI]

David P. Casasent