default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAlain B. Tchagang
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j15]Nicholas Aksamit, Alain Tchagang, Yifeng Li, Beatrice M. Ombuki-Berman:
Hybrid fragment-SMILES tokenization for ADMET prediction in drug discovery. BMC Bioinform. 25(1): 255 (2024)- [j14]Julio J. Valdés, Alain B. Tchagang
:
Novel machine learning insights into the QM7b and QM9 quantum mechanics datasets. J. Comput. Chem. 45(15): 1193-1214 (2024) - [j13]Maicon Pierre Lourenço, Jirí Hostas, Colin Bellinger, Alain Tchagang, Dennis R. Salahub:
Reinforcement learning for in silico determination of adsorbate - substrate structures. J. Comput. Chem. 45(15): 1289-1302 (2024) - [j12]Lizandra Barrios Herrera, Maicon Pierre Lourenço, Jirí Hostas, Patrizia Calaminici, Andreas M. Köster, Alain Tchagang, Dennis R. Salahub:
Active-learning for global optimization of Ni-Ceria nanoparticles: The case of Ce4-xNixO8-x (x = 1, 2, 3). J. Comput. Chem. 45(19, July): 1643-1656 (2024) - 2023
- [j11]Aws Al Jumaily, Muhetaer Mukaidaisi, Andrew Vu, Alain B. Tchagang, Yifeng Li:
Examining multi-objective deep reinforcement learning frameworks for molecular design. Biosyst. 232: 104989 (2023) - [j10]Maicon Pierre Lourenço, Jirí Hostas, Lizandra Barrios Herrera, Patrizia Calaminici, Andreas M. Köster, Alain Tchagang, Dennis R. Salahub:
GAMaterial - A genetic-algorithm software for material design and discovery. J. Comput. Chem. 44(7): 814-823 (2023) - [c26]Ericsson Chenebuah, Michel Nganbe, Alain Tchagang:
Target-learning the Latent Space of a Variational Autoencoder model for the Inverse Design of Stable Perovskites. Canadian AI 2023 - [c25]Julio J. Valdés, Alain B. Tchagang:
Approximating the Atomic Composition of Drug-like Molecules from Quantum Derived Properties: Inverse Design. IJCNN 2023: 1-8 - [i2]Julio J. Valdés, Alain B. Tchagang:
Understanding the Structure of QM7b and QM9 Quantum Mechanical Datasets Using Unsupervised Learning. CoRR abs/2309.15130 (2023) - 2022
- [j9]Sheriff Abouchekeir, Andrew Vu, Muhetaer Mukaidaisi, Karl Grantham, Alain B. Tchagang, Yifeng Li:
Adversarial deep evolutionary learning for drug design. Biosyst. 222: 104790 (2022) - [j8]Karl Grantham, Muhetaer Mukaidaisi, Hsu Kiang Ooi, Mohammad Sajjad Ghaemi, Alain B. Tchagang, Yifeng Li:
Deep Evolutionary Learning for Molecular Design. IEEE Comput. Intell. Mag. 17(2): 14-28 (2022) - [c24]Aws Al Jumaily, Muhetaer Mukaidaisi, Andrew Vu, Alain B. Tchagang, Yifeng Li:
Exploring Multi-Objective Deep Reinforcement Learning Methods for Drug Design. CIBCB 2022: 1-8 - [c23]Alain B. Tchagang, Julio J. Valdés:
Towards a Classification Scheme for Inferring the Atomic Composition of Drug-like Molecules from their Quantum Derived Electronic Properties. CIBCB 2022: 1-5 - 2021
- [c22]Alain B. Tchagang, Julio J. Valdés:
Time Frequency Representations and Deep Convolutional Neural Networks: A Recipe for Molecular Properties Prediction. CCECE 2021: 1-5 - [c21]Sheriff Abouchekeir, Alain B. Tchagang, Yifeng Li:
Adversarial Deep Evolutionary Learning for Drug Design. CIBCB 2021: 1-9 - [i1]Yifeng Li, Hsu Kiang Ooi, Alain B. Tchagang:
Deep Evolutionary Learning for Molecular Design. CoRR abs/2102.01011 (2021) - 2020
- [c20]Julio J. Valdés, Alain B. Tchagang:
Deterministic Numeric Simulation and Surrogate Models with White and Black Machine Learning Methods: A Case Study on Direct Mappings. SSCI 2020: 2485-2494 - [c19]Julio J. Valdés, Alain B. Tchagang:
Deterministic Numeric Simulation and Surrogate Models with White and Black Machine Learning Methods: A Case Study on Inverse Mappings. SSCI 2020: 2495-2503
2010 – 2019
- 2019
- [c18]Alain B. Tchagang, Araz Ashouri:
Accurate Energy Forecast in Buildings: A Data Driven Machine Learning Approach. CCECE 2019: 1-4 - [c17]Alain B. Tchagang, Julio J. Valdés:
Discrete Fourier Transform Improves the Prediction of the Electronic Properties of Molecules in Quantum Machine Learning. CCECE 2019: 1-4 - [c16]Julio J. Valdés, Alain B. Tchagang:
Characterization of Quantum Derived Electronic Properties of Molecules: A Computational Intelligence Approach. ICANN (Workshop) 2019: 771-782 - [c15]Alain B. Tchagang, Julio J. Valdés:
Prediction of the Atomization Energy of Molecules Using Coulomb Matrix and Atomic Composition in a Bayesian Regularized Neural Networks. ICANN (Workshop) 2019: 793-803 - 2018
- [c14]Alain B. Tchagang:
Bioinformatics Identification of Drug Gene Modules: Application to Clear Cell Carcinoma of the Ovary. EMBC 2018: 303-306 - 2017
- [j7]Alain B. Tchagang, François Fauteux, Dan Tulpan, Youlian Pan:
Bioinformatics identification of new targets for improving low temperature stress tolerance in spring and winter wheat. BMC Bioinform. 18(1): 174:1-174:16 (2017) - 2016
- [c13]Alain B. Tchagang, François Fauteux, Youlian Pan:
Integration of 3D gene expression patterns and gene regulatory networks for clinical applications in epithelial ovarian cancer. BHI 2016: 541-544 - 2015
- [c12]Youlian Pan, Thérèse Ouellet, Sieu Phan, Alain B. Tchagang, François Fauteux, Dan Tulpan:
Digitization of trait representation in microarray data analysis of wheat infected by fusarium graminearum. CIBCB 2015: 1-9 - 2014
- [j6]Alain B. Tchagang, Fazel Famili, Youlian Pan:
Subspace Clustering of DNA Microarray Data: Theory, Evaluation, and Applications. Int. J. Comput. Model. Algorithms Medicine 4(2): 1-52 (2014) - 2013
- [c11]Alain B. Tchagang, Sieu Phan, Fazel Famili, Youlian Pan, Adrian Cutler, Jitao Zou:
A generic model of transcriptional regulatory networks: Application to plants under abiotic stress. GENSiPS 2013: 28-31 - 2012
- [j5]Alain B. Tchagang, Sieu Phan, Fazel Famili, Heather Shearer, Pierre R. Fobert, Yi Huang, Jitao Zou, Daiqing Huang, Adrian Cutler, Ziying Liu, Youlian Pan:
Mining biological information from 3D short time-series gene expression data: the OPTricluster algorithm. BMC Bioinform. 13: 54 (2012) - 2011
- [p1]Alain B. Tchagang, Youlian Pan, Fazel Famili, Ahmed H. Tewfik, Panayiotis V. Benos:
Biclustering of DNA Microarray Data: Theory, Evaluation, and Applications. Handbook of Research on Computational and Systems Biology 2011: 148-186 - 2010
- [j4]Alain B. Tchagang, Alexander Gawronski, Hugo Bérubé, Sieu Phan, Fazel Famili, Youlian Pan:
GOAL: A software tool for assessing biological significance of genes groups. BMC Bioinform. 11: 229 (2010) - [c10]Alain B. Tchagang, Heather Shearer, Sieu Phan, Hugo Bérubé, Fazel Famili, Pierre R. Fobert, Youlian Pan:
Towards a temporal modeling of the genetic network controlling Systemic Acquired Resistance in Arabidopsis thaliana. CIBCB 2010: 1-8 - [c9]Youlian Pan, Alain B. Tchagang, Hugo Bérubé, Sieu Phan, Heather Shearer, Ziying Liu, Pierre R. Fobert, Fazel Famili:
Integrative Data Mining in Functional Genomics of Brassica napus and Arabidopsis thaliana. IEA/AIE (3) 2010: 92-101
2000 – 2009
- 2009
- [j3]Alain B. Tchagang, Kevin V. Bui, Thomas McGinnis, Panayiotis V. Benos:
Extracting biologically significant patterns from short time series gene expression data. BMC Bioinform. 10 (2009) - [c8]Alain B. Tchagang, Hugo Bérubé, Ziying Liu, Sieu Phan, Fazel Famili, Youlian Pan:
Towards the reconstruction of Brassica napus seed development FA metabolism dynamic regulatory map. GENSiPS 2009: 1-4 - 2008
- [c7]Alain B. Tchagang, Ahmed H. Tewfik, Panayiotis V. Benos:
Biological evaluation of biclustering algorithms using Gene Ontology and chIP-chip data. ICASSP 2008: 637-640 - 2007
- [c6]Alain B. Tchagang, Ahmed H. Tewfik:
One-dimensional modeling of DNA sequences. EUSIPCO 2007: 1566-1569 - [c5]Alain B. Tchagang, Ahmed H. Tewfik, Amy P. N. Skubitz, Keith Skubitz:
Group-Biomarkers Identification in Ovarian Carcinoma. ICASSP (1) 2007: 341-344 - 2006
- [j2]Alain B. Tchagang, Ahmed H. Tewfik:
DNA Microarray Data Analysis: A Novel Biclustering Algorithm Approach. EURASIP J. Adv. Signal Process. 2006 (2006) - [j1]Ahmed H. Tewfik, Alain B. Tchagang, Laura Vertatschitsch:
Parallel identification of gene biclusters with coherent evolutions. IEEE Trans. Signal Process. 54(6-2): 2408-2417 (2006) - [c4]Alain B. Tchagang, Ahmed H. Tewfik, Amy P. N. Skubitz, Keith Skubitz:
A differential biclustering algorithm for comparative analysis of gene expression. EUSIPCO 2006: 1-4 - [c3]Ahmed H. Tewfik, Alain B. Tchagang, Laura Vertatschitsch:
Parallel Biclustering of Genes with Coherent Evolutions: Algorithm and Biological Significance of the Biclusters. ICASSP (2) 2006: 1096-1099 - 2005
- [c2]Alain B. Tchagang, Ahmed H. Tewfik:
Robust biclustering algorithm (ROBA) for DNA microarray data analysis. EUSIPCO 2005: 1-4 - [c1]Ahmed H. Tewfik, Alain B. Tchagang:
Biclustering of DNA microarray data with early pruning. ICASSP (5) 2005: 773-776
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:21 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
