Alain B. Tchagang

39 papers B 1C 5Misc 1Journal 13Unranked 18
YearRankTypeTitle / Venue / Authors
2024 J jnl
Novel machine learning insights into the QM7b and QM9 quantum mechanics datasets.
J. Comput. Chem.
Julio J. Valdés, Alain B. Tchagang
2023 B conf
Approximating the Atomic Composition of Drug-like Molecules from Quantum Derived Properties: Inverse Design.
IJCNN
Julio J. Valdés, Alain B. Tchagang
2023 J jnl
Examining multi-objective deep reinforcement learning frameworks for molecular design.
Biosyst.
Aws Al Jumaily, Muhetaer Mukaidaisi, Andrew Vu, Alain B. Tchagang, Yifeng Li
2023 J jnl
Understanding the Structure of QM7b and QM9 Quantum Mechanical Datasets Using Unsupervised Learning.
CoRR
Julio J. Valdés, Alain B. Tchagang
2022 J jnl
Adversarial deep evolutionary learning for drug design.
Biosyst.
Sheriff Abouchekeir, Andrew Vu, Muhetaer Mukaidaisi, Karl Grantham, Alain B. Tchagang, Yifeng Li
2022 J jnl
Deep Evolutionary Learning for Molecular Design.
IEEE Comput. Intell. Mag.
Karl Grantham, Muhetaer Mukaidaisi, Hsu Kiang Ooi, Mohammad Sajjad Ghaemi, Alain B. Tchagang, Yifeng Li
2022 C conf
Exploring Multi-Objective Deep Reinforcement Learning Methods for Drug Design.
CIBCB
Aws Al Jumaily, Muhetaer Mukaidaisi, Andrew Vu, Alain B. Tchagang, Yifeng Li
2022 C conf
Towards a Classification Scheme for Inferring the Atomic Composition of Drug-like Molecules from their Quantum Derived Electronic Properties.
CIBCB
Alain B. Tchagang, Julio J. Valdés
2021 C conf
Adversarial Deep Evolutionary Learning for Drug Design.
CIBCB
Sheriff Abouchekeir, Alain B. Tchagang, Yifeng Li
2021 J jnl
Deep Evolutionary Learning for Molecular Design.
CoRR
Yifeng Li, Hsu Kiang Ooi, Alain B. Tchagang
2021 — conf
Time Frequency Representations and Deep Convolutional Neural Networks: A Recipe for Molecular Properties Prediction.
CCECE
Alain B. Tchagang, Julio J. Valdés
2020 — conf
Deterministic Numeric Simulation and Surrogate Models with White and Black Machine Learning Methods: A Case Study on Direct Mappings.
SSCI
Julio J. Valdés, Alain B. Tchagang
2020 — conf
Deterministic Numeric Simulation and Surrogate Models with White and Black Machine Learning Methods: A Case Study on Inverse Mappings.
SSCI
Julio J. Valdés, Alain B. Tchagang
2019 — conf
Accurate Energy Forecast in Buildings: A Data Driven Machine Learning Approach.
CCECE
Alain B. Tchagang, Araz Ashouri
2019 — conf
Characterization of Quantum Derived Electronic Properties of Molecules: A Computational Intelligence Approach.
ICANN (Workshop)
Julio J. Valdés, Alain B. Tchagang
2019 — conf
Discrete Fourier Transform Improves the Prediction of the Electronic Properties of Molecules in Quantum Machine Learning.
CCECE
Alain B. Tchagang, Julio J. Valdés
2019 — conf
Prediction of the Atomization Energy of Molecules Using Coulomb Matrix and Atomic Composition in a Bayesian Regularized Neural Networks.
ICANN (Workshop)
Alain B. Tchagang, Julio J. Valdés
2018 — conf
Bioinformatics Identification of Drug Gene Modules: Application to Clear Cell Carcinoma of the Ovary.
EMBC
Alain B. Tchagang
2017 J jnl
Bioinformatics identification of new targets for improving low temperature stress tolerance in spring and winter wheat.
BMC Bioinform.
Alain B. Tchagang, François Fauteux, Dan Tulpan, Youlian Pan
2016 — conf
Integration of 3D gene expression patterns and gene regulatory networks for clinical applications in epithelial ovarian cancer.
BHI
Alain B. Tchagang, François Fauteux, Youlian Pan
2015 C conf
Digitization of trait representation in microarray data analysis of wheat infected by fusarium graminearum.
CIBCB
Youlian Pan, Thérèse Ouellet, Sieu Phan, Alain B. Tchagang, François Fauteux, Dan Tulpan
2014 J jnl
Subspace Clustering of DNA Microarray Data: Theory, Evaluation, and Applications.
Int. J. Comput. Model. Algorithms Medicine
Alain B. Tchagang, Fazel Famili, Youlian Pan
2013 — conf
A generic model of transcriptional regulatory networks: Application to plants under abiotic stress.
GENSiPS
Alain B. Tchagang, Sieu Phan, Fazel Famili, Youlian Pan, Adrian Cutler, Jitao Zou
2012 J jnl
Mining biological information from 3D short time-series gene expression data: the OPTricluster algorithm.
BMC Bioinform.
Alain B. Tchagang, Sieu Phan, Fazel Famili, Heather Shearer, Pierre R. Fobert, Yi Huang, Jitao Zou, Daiqing Huang, Adrian Cutler, Ziying Liu, Youlian Pan
2011 — ch.
Biclustering of DNA Microarray Data: Theory, Evaluation, and Applications.
Handbook of Research on Computational and Systems Biology
Alain B. Tchagang, Youlian Pan, Fazel Famili, Ahmed H. Tewfik, Panayiotis V. Benos
2010 J jnl
GOAL: A software tool for assessing biological significance of genes groups.
BMC Bioinform.
Alain B. Tchagang, Alexander Gawronski, Hugo Bérubé, Sieu Phan, Fazel Famili, Youlian Pan
2010 — conf
Integrative Data Mining in Functional Genomics of
IEA/AIE (3)
Youlian Pan, Alain B. Tchagang, Hugo Bérubé, Sieu Phan, Heather Shearer, Ziying Liu, Pierre R. Fobert, Fazel Famili
2010 C conf
Towards a temporal modeling of the genetic network controlling Systemic Acquired Resistance in Arabidopsis thaliana.
CIBCB
Alain B. Tchagang, Heather Shearer, Sieu Phan, Hugo Bérubé, Fazel Famili, Pierre R. Fobert, Youlian Pan
2009 J jnl
Extracting biologically significant patterns from short time series gene expression data.
BMC Bioinform.
Alain B. Tchagang, Kevin V. Bui, Thomas McGinnis, Panayiotis V. Benos
2009 — conf
Towards the reconstruction of Brassica napus seed development FA metabolism dynamic regulatory map.
GENSiPS
Alain B. Tchagang, Hugo Bérubé, Ziying Liu, Sieu Phan, Fazel Famili, Youlian Pan
2008 Misc conf
Biological evaluation of biclustering algorithms using Gene Ontology and chIP-chip data.
ICASSP
Alain B. Tchagang, Ahmed H. Tewfik, Panayiotis V. Benos
2007 — conf
Group-Biomarkers Identification in Ovarian Carcinoma.
ICASSP (1)
Alain B. Tchagang, Ahmed H. Tewfik, Amy P. N. Skubitz, Keith Skubitz
2007 — conf
One-dimensional modeling of DNA sequences.
EUSIPCO
Alain B. Tchagang, Ahmed H. Tewfik
2006 — conf
A differential biclustering algorithm for comparative analysis of gene expression.
EUSIPCO
Alain B. Tchagang, Ahmed H. Tewfik, Amy P. N. Skubitz, Keith Skubitz
2006 J jnl
DNA Microarray Data Analysis: A Novel Biclustering Algorithm Approach.
EURASIP J. Adv. Signal Process.
Alain B. Tchagang, Ahmed H. Tewfik
2006 — conf
Parallel Biclustering of Genes with Coherent Evolutions: Algorithm and Biological Significance of the Biclusters.
ICASSP (2)
Ahmed H. Tewfik, Alain B. Tchagang, Laura Vertatschitsch
2006 J jnl
Parallel identification of gene biclusters with coherent evolutions.
IEEE Trans. Signal Process.
Ahmed H. Tewfik, Alain B. Tchagang, Laura Vertatschitsch
2005 — conf
Biclustering of DNA microarray data with early pruning.
ICASSP (5)
Ahmed H. Tewfik, Alain B. Tchagang
2005 — conf
Robust biclustering algorithm (ROBA) for DNA microarray data analysis.
EUSIPCO
Alain B. Tchagang, Ahmed H. Tewfik