Alioune Ngom
TitleCited byYear
The non-negative matrix factorization toolbox for biological data mining
Y Li, A Ngom
Source code for biology and medicine 8 (1), 10, 2013
1202013
Genetic algorithm based scheduler for computational grids
M Aggarwal, RD Kent, A Ngom
19th International Symposium on High Performance Computing Systems and†…, 2005
952005
A hybrid channel assignment approach using an efficient evolutionary strategy in wireless mobile networks
G Vidyarthi, A Ngom, I Stojmenovic
IEEE Transactions on Vehicular Technology 54 (5), 1887-1895, 2005
792005
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface
M Abe, K Aoki, G Ateniese, R Avanzi, Z BeerliovŠ, O Billet, A Biryukov, ...
Lecture Notes in Computer Science (including subseries Lecture Notes in†…, 2006
752006
A review on machine learning principles for multi-view biological data integration
Y Li, FX Wu, A Ngom
Briefings in bioinformatics 19 (2), 325-340, 2016
712016
Non-negative matrix and tensor factorization based classification of clinical microarray gene expression data
Y Li, A Ngom
2010 IEEE international conference on bioinformatics and biomedicine (BIBM†…, 2010
432010
Spot detection and image segmentation in DNA microarray data
L Qin, L Rueda, A Ali, A Ngom
Applied Bioinformatics 4 (1), 1-11, 2005
432005
Sparse representation approaches for the classification of high-dimensional biological data
Y Li, A Ngom
BMC systems biology 7 (4), S6, 2013
402013
Classification approach based on non-negative least squares
Y Li, A Ngom
Neurocomputing 118, 41-57, 2013
372013
A new kernel non-negative matrix factorization and its application in microarray data analysis
Y Li, A Ngom
2012 IEEE Symposium on Computational Intelligence in Bioinformatics and†…, 2012
282012
Facile whole mitochondrial genome resequencing from nipple aspirate fluid using MitoChip v2. 0
JP Jakupciak, A Maggrah, S Maragh, J Maki, B Reguly, K Maki, R Wittock, ...
BMC cancer 8 (1), 95, 2008
282008
STRIP-a strip-based neural-network growth algorithm for learning multiple-valued functions
A Ngom, I Stojmenovic, V Milutinovic
IEEE Transactions on Neural Networks 12 (2), 212-227, 2001
272001
Nonnegative least-squares methods for the classification of high-dimensional biological data
Y Li, A Ngom
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 10†…, 2013
252013
Enter the matrix: factorization uncovers knowledge from omics
GL Stein-O’Brien, R Arora, AC Culhane, AV Favorov, LX Garmire, ...
Trends in Genetics 34 (10), 790-805, 2018
242018
A simulated annealing approach to find the optimal parameters for fuzzy clustering microarray data
W Yang, L Rueda, A Ngom
XXV International Conference of the Chilean Computer Science Society (SCCC†…, 2005
192005
Clustering time-series gene expression data with unequal time intervals
L Rueda, A Bari, A Ngom
Transactions on Computational Systems Biology X, 100-123, 2008
182008
A fast agglomerative community detection method for protein complex discovery in protein interaction networks
MS Rahman, A Ngom
IAPR International Conference on Pattern Recognition in Bioinformatics, 1-12, 2013
152013
Classification of clinical gene-sample-time microarray expression data via tensor decomposition methods
Y Li, A Ngom
International Meeting on Computational Intelligence Methods for†…, 2010
152010
The max-min high-order dynamic Bayesian network learning for identifying gene regulatory networks from time-series microarray data
Y Li, A Ngom
2013 IEEE Symposium on Computational Intelligence in Bioinformatics and†…, 2013
142013
Supervised dictionary learning via non-negative matrix factorization for classification
Y Li, A Ngom
2012 11th International Conference on Machine Learning and Applications 1†…, 2012
132012
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