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An Integrative Heterogeneous Graph Neural Network–Based Method for Multi-Labeled Drug Repurposing

Frontiers in pharmacology, 2022-07, Vol.13, p.908549-908549

2022

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The non-negative matrix factorization toolbox for biological data mining

Source code for biology and medicine, 2013-04, Vol.8 (1), p.10-10, Article 10

2013

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Computationally repurposing drugs for breast cancer subtypes using a network-based approach

BMC bioinformatics, 2022-04, Vol.23 (1), p.143-143, Article 143

2022

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A Machine Learning Approach for Identifying Gene Biomarkers Guiding the Treatment of Breast Cancer

Frontiers in genetics, 2019-03, Vol.10, p.256-256

2019

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Classification of Clinical Gene-Sample-Time Microarray Expression Data via Tensor Decomposition Methods

Computational Intelligence Methods for Bioinformatics and Biostatistics, p.275-286

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Predicting Outcomes of Hormone and Chemotherapy in the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) Study by Biochemically-inspired Machine Learning [version 3; peer review: 2 approved]

F1000 research, 2016, Vol.5, p.2124-2124

2016

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Pattern Recognition in Bioinformatics: 8th IAPR International Conference, PRIB 2013, Nice, France, June 17-20, 2013. Proceedings

2013, 2013

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A review on machine learning principles for multi-view biological data integration

Briefings in bioinformatics, 2018-03, Vol.19 (2), p.325-340

2018

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Multiple gene expression profile alignment for microarray time-series data clustering

Bioinformatics, 2010-09, Vol.26 (18), p.2281-2288

2010

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A network-based drug repurposing method via non-negative matrix factorization

Bioinformatics (Oxford, England), 2022-02, Vol.38 (5), p.1369-1377

2022

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Pattern Recognition in Bioinformatics: 9th IAPR International Conference, PRIB 2014, Stockholm, Sweden, August 21-23, 2014. Proceedings

1, 2014

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Sparse representation approaches for the classification of high-dimensional biological data

BMC systems biology, 2013, Vol.7 Suppl 4 (Suppl 4), p.S6-S6

2013

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Versatile sparse matrix factorization: Theory and applications

Neurocomputing (Amsterdam), 2014-12, Vol.145, p.23-29

2014

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Pattern Recognition in Bioinformatics: Third IAPR International Conference, PRIB 2008, Melbourne, Australia, October 15-17, 2008. Proceedings

2008 edition., 2008

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Classification approach based on non-negative least squares

Neurocomputing (Amsterdam), 2013-10, Vol.118, p.41-57

2013

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Nonnegative Least-Squares Methods for the Classification of High-Dimensional Biological Data

IEEE/ACM transactions on computational biology and bioinformatics, 2013-03, Vol.10 (2), p.447-456

2013

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Facile whole mitochondrial genome resequencing from nipple aspirate fluid using MitoChip v2.0

BMC cancer, 2008-04, Vol.8 (1), p.95-95, Article 95

2008

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A novel approach to identify subtype-specific network biomarkers of breast cancer survivability

Network modeling and analysis in health informatics and bioinformatics (Wien), 2020-12, Vol.9 (1), p.43, Article 43

2020

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Optimized Hybrid Resource Allocation in Wireless Cellular Networks with and without Channel Reassignment

Journal of computer networks and communications, 2010, Vol.2010, p.1-11

2010

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The relative vertex clustering value--a new criterion for the fast discovery of functional modules in protein interaction networks

BMC bioinformatics, 2015-02, Vol.16 Suppl 4 (S4), p.S3-S3, Article S3

2015

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The Max-Min High-Order Dynamic Bayesian Network for Learning Gene Regulatory Networks with Time-Delayed Regulations

IEEE/ACM transactions on computational biology and bioinformatics, 2016-07, Vol.13 (4), p.792-803

2016

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An Integrative Approach for Identifying Network Biomarkers of Breast Cancer Subtypes Using Genomic, Interactomic, and Transcriptomic Data

Journal of computational biology, 2017-08, Vol.24 (8), p.756-766

2017

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Pattern classification using a new border identification paradigm: The nearest border technique

Neurocomputing (Amsterdam), 2015-06, Vol.157, p.105-117

2015

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Versatile sparse matrix factorization: Theory and applications : Pattern Recognition in Bioinformatics

Neurocomputing (Amsterdam), 2014, Vol.145, p.23-29

2014

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Cancer Detection Based on Image Classification by Using Convolution Neural Network

Bioinformatics and Biomedical Engineering, p.275-286

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An Integrative Heterogeneous Graph Neural Network–Based Method for Multi-Labeled Drug Repurposing

The non-negative matrix factorization toolbox for biological data mining

Computationally repurposing drugs for breast cancer subtypes using a network-based approach

A Machine Learning Approach for Identifying Gene Biomarkers Guiding the Treatment of Breast Cancer

Classification of Clinical Gene-Sample-Time Microarray Expression Data via Tensor Decomposition Methods

Predicting Outcomes of Hormone and Chemotherapy in the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) Study by Biochemically-inspired Machine Learning [version 3; peer review: 2 approved]

Pattern Recognition in Bioinformatics: 8th IAPR International Conference, PRIB 2013, Nice, France, June 17-20, 2013. Proceedings

A review on machine learning principles for multi-view biological data integration

Multiple gene expression profile alignment for microarray time-series data clustering

A network-based drug repurposing method via non-negative matrix factorization

Pattern Recognition in Bioinformatics: 9th IAPR International Conference, PRIB 2014, Stockholm, Sweden, August 21-23, 2014. Proceedings

Sparse representation approaches for the classification of high-dimensional biological data

Versatile sparse matrix factorization: Theory and applications

Pattern Recognition in Bioinformatics: Third IAPR International Conference, PRIB 2008, Melbourne, Australia, October 15-17, 2008. Proceedings

Classification approach based on non-negative least squares

Nonnegative Least-Squares Methods for the Classification of High-Dimensional Biological Data

Facile whole mitochondrial genome resequencing from nipple aspirate fluid using MitoChip v2.0

A novel approach to identify subtype-specific network biomarkers of breast cancer survivability

Optimized Hybrid Resource Allocation in Wireless Cellular Networks with and without Channel Reassignment

The relative vertex clustering value--a new criterion for the fast discovery of functional modules in protein interaction networks

The Max-Min High-Order Dynamic Bayesian Network for Learning Gene Regulatory Networks with Time-Delayed Regulations

An Integrative Approach for Identifying Network Biomarkers of Breast Cancer Subtypes Using Genomic, Interactomic, and Transcriptomic Data

Pattern classification using a new border identification paradigm: The nearest border technique

Versatile sparse matrix factorization: Theory and applications : Pattern Recognition in Bioinformatics

Cancer Detection Based on Image Classification by Using Convolution Neural Network

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