Alioune Ngom
Orcid: 0000-0003-2092-2494
According to our database1,
Alioune Ngom
authored at least 105 papers
between 1995 and 2024.
Collaborative distances:
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On csauthors.net:
Bibliography
2024
CoRR, 2024
2023
CoRR, 2023
2022
Computationally repurposing drugs for breast cancer subtypes using a network-based approach.
BMC Bioinform., 2022
Bioinform., 2022
DDIPred: Graph Convolutional Network-Based Drug-drug Interactions Prediction Using Drug Chemical Structure Embedding.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022
DeePSLiM: A Deep Learning Approach to Identify Predictive Short-linear Motifs for Protein Sequence Classification.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022
2020
A novel approach to identify subtype-specific network biomarkers of breast cancer survivability.
Netw. Model. Anal. Health Informatics Bioinform., 2020
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
2019
A Network-based Machine Learning Approach for Identifying Biomarkers of Breast Cancer Survivability.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019
2018
The predictive performance of short-linear motif features in the prediction of calmodulin-binding proteins.
BMC Bioinform., 2018
Briefings Bioinform., 2018
Identification of the Treatment Survivability Gene Biomarkers of Breast Cancer Patients via a Tree-Based Approach.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Drug target interaction predictions using PU- Leaming under different experimental setting for four formulations namely known drug target pair prediction, drug prediction, target prediction and unknown drug target pair prediction.
Proceedings of the 2018 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2018
2017
An Integrative Approach for Identifying Network Biomarkers of Breast Cancer Subtypes Using Genomic, Interactomic, and Transcriptomic Data.
J. Comput. Biol., 2017
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
Machine Learning Model for Identifying Gene Biomarkers for Breast Cancer Treatment Survival.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
Predicting Breast Cancer Outcome under Different Treatments by Feature Selection Approaches.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
The Max-Min High-Order Dynamic Bayesian Network for Learning Gene Regulatory Networks with Time-Delayed Regulations.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
Predicting Outcomes of Hormone and Chemotherapy in the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) Study by Biochemically-inspired Machine Learning.
F1000Research, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
A new feature selection approach for optimizing prediction models, applied to breast cancer subtype classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
Pattern classification using a new border identification paradigm: The nearest border technique.
Neurocomputing, 2015
The relative vertex clustering value - a new criterion for the fast discovery of functional modules in protein interaction networks.
BMC Bioinform., 2015
Prediction of high-throughput protein-protein interactions based on protein sequence information.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2013
Nonnegative Least-Squares Methods for the Classification of High-Dimensional Biological Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013
Source Code Biol. Medicine, 2013
Sparse representation approaches for the classification of high-dimensional biological data.
BMC Syst. Biol., 2013
Proceedings of the Pattern Recognition in Bioinformatics, 2013
A Fast Agglomerative Community Detection Method for Protein Complex Discovery in Protein Interaction Networks.
Proceedings of the Pattern Recognition in Bioinformatics, 2013
Versatile Sparse Matrix Factorization and Its Applications in High-Dimensional Biological Data Analysis.
Proceedings of the Pattern Recognition in Bioinformatics, 2013
FAC-PIN: Fast agglomerative clustering method for functional modules and protein complex identification in PINs.
Proceedings of the IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, 2013
The max-min high-order dynamic Bayesian network learning for identifying gene regulatory networks from time-series microarray data.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
Prediction of Biological Protein-protein Interaction Types Using Short-Linear Motifs.
Proceedings of the ACM Conference on Bioinformatics, 2013
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013
2012
Proceedings of the Pattern Recognition in Bioinformatics, 2012
Proceedings of the Pattern Recognition in Bioinformatics, 2012
Supervised Dictionary Learning via Non-negative Matrix Factorization for Classification.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
A new Kernel non-negative matrix factorization and its application in microarray data analysis.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012
Fast sparse representation approaches for the classification of high-dimensional biological data.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
2011
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Int. J. Data Min. Bioinform., 2011
New Gene Subset Selection Approaches Based on Linear Separating Genes and Gene-Pairs.
Proceedings of the Pattern Recognition in Bioinformatics, 2011
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
Proceedings of the 11th IEEE International Conference on Bioinformatics and Bioengineering, 2011
2010
Selection based heuristics for the non-unique oligonucleotide probe selection problem in microarray design.
Pattern Recognit. Lett., 2010
Optimized Hybrid Resource Allocation in Wireless Cellular Networks with and without Channel Reassignment.
J. Comput. Networks Commun., 2010
Optimal decoding and minimal length for the non-unique oligonucleotide probe selection problem.
Neurocomputing, 2010
Multiple gene expression profile alignment for microarray time-series data clustering.
Bioinform., 2010
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010
New approaches to clustering microarray time-series data using multiple expression profile alignment.
Proceedings of the 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2010
Proceedings of the 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2010
Classification of Clinical Gene-Sample-Time Microarray Expression Data via Tensor Decomposition Methods.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Non-negative matrix and tensor factorization based classification of clinical microarray gene expression data.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
A dynamic qualitative probabilistic network approach for extracting gene regulatory network motifs.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
Alignment-based versus variation-based transformation methods for clustering microarray time-series data.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
2009
Microarray Time-Series Data Clustering via Multiple Alignment of Gene Expression Profiles.
Proceedings of the Pattern Recognition in Bioinformatics, 2009
Proceedings of the Pattern Recognition in Bioinformatics, 2009
Bayesian Optimization Algorithm for the Non-unique Oligonucleotide Probe Selection Problem.
Proceedings of the Pattern Recognition in Bioinformatics, 2009
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
2008
Trans. Comp. Sys. Biology, 2008
Trans. Comp. Sys. Biology, 2008
Proceedings of the Research and Development in Intelligent Systems XXV, 2008
Sequential Forward Selection Approach to the Non-unique Oligonucleotide Probe Selection Problem.
Proceedings of the Pattern Recognition in Bioinformatics, 2008
Evolution strategy with greedy probe selection heuristics for the non-unique oligonucleotide probe selection problem.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008
Non-unique oligonucleotide microarray probe selection method based on genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
J. Multiple Valued Log. Soft Comput., 2007
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007
Proceedings of the 2nd International ICST Conference on Bio-Inspired Models of Network, 2007
2006
J. Multiple Valued Log. Soft Comput., 2006
J. Parallel Distributed Comput., 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
A hybrid channel assignment approach using an efficient evolutionary strategy in wireless mobile networks.
IEEE Trans. Veh. Technol., 2005
A simulated annealing approach to find the optimal parameters for fuzzy clustering microarray data.
Proceedings of the XXV International Conference of the Chilean Computer Science Society, 2005
Proceedings of the XXV International Conference of the Chilean Computer Science Society, 2005
Proceedings of the 19th Annual International Symposium on High Performance Computing Systems and Applications (HPCS 2005), 2005
Fast Protein Superfamily Classification Using Principal Component Null Space Analysis.
Proceedings of the Advances in Artificial Intelligence, 2005
2004
An Empirical Evaluation of the Classification Error of Two Thresholding Methods for Fisher's Classifier.
Proceedings of the International Conference on Artificial Intelligence, 2004
2003
On the number of multilinear partitions and the computing capacity of multiple-valued multiple-threshold perceptrons.
IEEE Trans. Neural Networks, 2003
2001
STRIP - a strip-based neural-network growth algorithm for learning multiple-valued functions.
IEEE Trans. Neural Networks, 2001
Neural Process. Lett., 2001
2000
Neural Process. Lett., 2000
1998
Proceedings of the 28th IEEE International Symposium on Multiple-Valued Logic, 1998
Proceedings of the 28th IEEE International Symposium on Multiple-Valued Logic, 1998
1997
Completeness Criteria in Set-Valued Logic Under Compositions with Union and Intersection.
Proceedings of the 27th IEEE International Symposium on Multiple-Valued Logic, 1997
1995
Classification of Functions and Enumeration of Bases of Set Logic under Boolean Compositions.
Proceedings of the 25th IEEE International Symposium on Multiple-Valued Logic, 1995