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Author Details

Alioune Ngom
University of Windsor
2001
21
10
PMIDPaper TitleJournal TitlePublished Year
34875000A network-based drug repurposing method via non-negative matrix factorization.Bioinformatics2022
35443626Computationally repurposing drugs for breast cancer subtypes using a network-based approach.BMC Bioinformatics2022
30972106A Machine Learning Approach for Identifying Gene Biomarkers Guiding the Treatment of Breast Cancer.Front Genet2019
28011753A review on machine learning principles for multi-view biological data integration.Brief Bioinform2018
30143323Enter the Matrix: Factorization Uncovers Knowledge from Omics.Trends Genet2018
30116102A Novel Approach for Identifying Relevant Genes for Breast Cancer Survivability on Specific Therapies.Evol Bioinform Online2018
30453876The predictive performance of short-linear motif features in the prediction of calmodulin-binding proteins.BMC Bioinformatics2018
28650678An Integrative Approach for Identifying Network Biomarkers of Breast Cancer Subtypes Using Genomic, Interactomic, and Transcriptomic Data.J Comput Biol2017
26336144The Max-Min High-Order Dynamic Bayesian Network for Learning Gene Regulatory Networks with Time-Delayed Regulations.IEEE/ACM Trans Comput Biol Bioinform2016
25734691The relative vertex clustering value--a new criterion for the fast discovery of functional modules in protein interaction networks.BMC Bioinformatics2015
26605399Guest Editorial: Pattern Recognition in Bioinformatics.IEEE/ACM Trans Comput Biol Bioinform2014
23591137The non-negative matrix factorization toolbox for biological data mining.Source Code Biol Med2013
24565287Sparse representation approaches for the classification of high-dimensional biological data.BMC Syst Biol2013
23929868Nonnegative least-squares methods for the classification of high-dimensional biological data.IEEE/ACM Trans Comput Biol Bioinform2013
20876933Using qualitative probability in reverse-engineering gene regulatory networks.IEEE/ACM Trans Comput Biol Bioinform2011
21805823Image segmentation of biofilm structures using optimal multi-level thresholding.Int J Data Min Bioinform2011
20639411Multiple gene expression profile alignment for microarray time-series data clustering.Bioinformatics2010
18402686Facile whole mitochondrial genome resequencing from nipple aspirate fluid using MitoChip v2.0.BMC Cancer2008
16000008Spot detection and image segmentation in DNA microarray data.Appl Bioinformatics2005
18238032On the number of multilinear partitions and the computing capacity of multiple-valued multiple-threshold perceptrons.IEEE Trans Neural Netw2003
18244379STRIP--a strip-based neural-network growth algorithm for learning multiple-valued functions.IEEE Trans Neural Netw2001
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Collaborators

Yifeng Li
Digital Technologies Research Centre, National Research Council of Canada
Co-authored papers 6
Sudhir Srivastava
National Cancer Institute
Co-authored papers 1
Lana X Garmire
University of Michigan ann arbor
Co-authored papers 1
Alexander V Favorov
Johns Hopkins School of Medicine
Co-authored papers 1
Loyal A Goff
Johns Hopkins University School of Medicine
Co-authored papers 1
Gerardo Cárcamo-Oyarce
Co-authored papers 1
Fang-Xiang Wu
University of Saskatchewan
Co-authored papers 1
Yanxun Xu
Johns Hopkins University
Co-authored papers 1
Casey S Greene
Dartmouth College Geisel School of Medicine, Princeton University, University of Colorado Anschutz Medical Campus, University of Pennsylvania Perelman School of Medicine
Co-authored papers 1
Aedin C Culhane
Dana-Farber Cancer Institute & Harvard School of Public Health
Co-authored papers 1
Raman Arora
Institute for Data Intensive Engineering and Science, Johns Hopkins University
Co-authored papers 1
Genevieve L Stein-O'Brien
Johns Hopkins School of Medicine
Co-authored papers 1
Elana J Fertig
Johns Hopkins University School of Medicine
Co-authored papers 1
Michael F Ochs
The College of New Jersey
Co-authored papers 1
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