Alioune Ngom
Title
Cited by
Cited by
Year
The non-negative matrix factorization toolbox for biological data mining
Y Li, A Ngom
Source code for biology and medicine 8 (1), 10, 2013
1482013
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, 2018
1172018
Genetic algorithm based scheduler for computational grids
M Aggarwal, RD Kent, A Ngom
19th International Symposium on High Performance Computing Systems and†…, 2005
1002005
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
822005
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface
D ‹nay, Z «ataltepe, S Aksoy
Lecture Notes in Computer Science (including subseries Lecture Notes in†…, 2010
812010
Sparse representation approaches for the classification of high-dimensional biological data
Y Li, A Ngom
BMC systems biology 7 (S4), S6, 2013
452013
Spot detection and image segmentation in DNA microarray data
L Qin, L Rueda, A Ali, A Ngom
Applied Bioinformatics 4 (1), 1-11, 2005
442005
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
422010
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
412018
Classification approach based on non-negative least squares
Y Li, A Ngom
Neurocomputing 118, 41-57, 2013
412013
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
302012
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
292001
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
Nonnegative least-squares methods for the classification of high-dimensional biological data
Y Li, A Ngom
IEEE/ACM transactions on computational biology and bioinformatics 10 (2†…, 2013
272013
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
212008
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
Multiple gene expression profile alignment for microarray time-series data clustering
N Subhani, L Rueda, A Ngom, CJ Burden
Bioinformatics 26 (18), 2281-2288, 2010
172010
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
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
152013
Predicting outcomes of hormone and chemotherapy in the molecular taxonomy of breast Cancer international consortium (METABRIC) study by biochemically-inspired machine learning
EJ Mucaki, K Baranova, HQ Pham, I Rezaeian, D Angelov, A Ngom, ...
F1000Research 5, 2016
142016
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