Alain B. Tchagang

发表

Biclustering of DNA Microarray Data: Theory, Evaluation, and Applications

Ahmed H. Tewfik, Panayiotis V. Benos, Fazel Famili, 2011, Handbook of Research on Computational and Systems Biology.

A generic model of transcriptional regulatory networks: Application to plants under abiotic stress

Sieu Phan, Fazel Famili, Youlian Pan, 2013, 2013 IEEE International Workshop on Genomic Signal Processing and Statistics.

Towards a temporal modeling of the genetic network controlling Systemic Acquired Resistance in Arabidopsis thaliana

Sieu Phan, Fazel Famili, Youlian Pan, 2010, 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.

Bioinformatics Identification of Drug Gene Modules: Application to Clear Cell Carcinoma of the Ovary

Alain B. Tchagang, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

discriminative methods Analysis of molecular profile data using generative and

Christophe Ambroise, Heping Zhang, Geoffrey J. McLachlan, 2015 .

Group-Biomarkers Identification in Ovarian Carcinoma

Ahmed H. Tewfik, Alain B. Tchagang, Amy P. N. Skubitz, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Biological evaluation of biclustering algorithms using Gene Ontology and chIP-chip data

Ahmed H. Tewfik, Panayiotis V. Benos, Alain B. Tchagang, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Molecular Design Using Signal Processing and Machine Learning: Time-Frequency-like Representation and Forward Design

Ahmed H. Tewfik, Alain B. Tchagang, Julio J. Vald'es, 2020, 2004.10091.

Parallel Biclustering of Genes with Coherent Evolutions: Algorithm and Biological Significance of the Biclusters

Ahmed H. Tewfik, Alain B. Tchagang, Laura Vertatschitsch, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Biclustering of DNA microarray data with early pruning

Ahmed H. Tewfik, Alain B. Tchagang, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Bioinformatics identification of new targets for improving low temperature stress tolerance in spring and winter wheat

Dan Tulpan, Youlian Pan, Alain B. Tchagang, 2017, BMC Bioinformatics.

DNA Microarray Data Analysis: A Novel Biclustering Algorithm Approach

Ahmed H. Tewfik, Alain B. Tchagang, A. Tewfik, 2006, EURASIP J. Adv. Signal Process..

Integrative Data Mining in Functional Genomics of Brassica napus and Arabidopsis thaliana

Sieu Phan, Fazel Famili, Ziying Liu, 2010, IEA/AIE.

Prediction of the Atomization Energy of Molecules Using Coulomb Matrix and Atomic Composition in a Bayesian Regularized Neural Networks

Julio J. Valdés, Alain B. Tchagang, A. Tchagang, 2019, ICANN.

Mining biological information from 3D short time-series gene expression data: the OPTricluster algorithm

Yi Huang, Sieu Phan, Fazel Famili, 2012, BMC Bioinformatics.

Integration of 3D gene expression patterns and gene regulatory networks for clinical applications in epithelial ovarian cancer

Youlian Pan, Alain B. Tchagang, François Fauteux, 2016, 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Biclustering of DNA Microarray Data: Theory, Evaluation, and Applications

Ahmed H. Tewfik, Fazel Famili, Panayiotis V. Benos, 2011, Handbook of Research on Computational and Systems Biology.

One-dimensional modeling of DNA sequences

Ahmed H. Tewfik, Alain B. Tchagang, 2007, 2007 15th European Signal Processing Conference.

Digitization of trait representation in microarray data analysis of wheat infected by fusarium graminearum

Sieu Phan, Dan Tulpan, Youlian Pan, 2015, 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

Subspace Clustering of DNA Microarray Data: Theory, Evaluation, and Applications

Fazel Famili, Youlian Pan, Alain B. Tchagang, 2014, Int. J. Comput. Model. Algorithms Medicine.

GOAL: A software tool for assessing biological significance of genes groups

Sieu Phan, Fazel Famili, Youlian Pan, 2009, BMC Bioinformatics.

Robust biclustering algorithm (ROBA) for DNA microarray data analysis

Ahmed H. Tewfik, Alain B. Tchagang, A. Tewfik, 2005, IEEE/SP 13th Workshop on Statistical Signal Processing, 2005.

Extracting biologically significant patterns from short time series gene expression data

Panayiotis V. Benos, Alain B. Tchagang, Kevin V. Bui, 2009, BMC Bioinformatics.

Towards the reconstruction of Brassica napus seed development FA metabolism dynamic regulatory map

Sieu Phan, Fazel Famili, Ziying Liu, 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics.

Characterization of Quantum Derived Electronic Properties of Molecules: A Computational Intelligence Approach

Julio J. Valdés, Alain B. Tchagang, A. Tchagang, 2019, ICANN.

DISTRIBUTEDROBUST BICLUSTERINGALGORITHM FOR GENE EXPRESSIONANALYSIS

Alain B. Tchagang, 2007 .

A differential biclustering algorithm for comparative analysis of gene expression

Ahmed H. Tewfik, Alain B. Tchagang, Amy P. N. Skubitz, 2006, 2006 14th European Signal Processing Conference.

Parallel identification of gene biclusters with coherent evolutions

Ahmed H. Tewfik, Alain B. Tchagang, Laura Vertatschitsch, 2006, IEEE Transactions on Signal Processing.

Time Frequency Representations and Deep Convolutional Neural Networks: A Recipe for Molecular Properties Prediction

Julio J. Valdés, Alain B. Tchagang, A. Tchagang, 2021, 2021 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE).

Adversarial Deep Evolutionary Learning for Drug Design

Alain B. Tchagang, Yifeng Li, Sheriff Abouchekeir, 2021, 2021 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

Early detection of ovarian cancer using group biomarkers

Ahmed H. Tewfik, Alain B. Tchagang, Melissa S. DeRycke, 2008, Molecular Cancer Therapeutics.