Hossein Sharifi-Noghabi
Hossein Sharifi-Noghabi
Machine Learning Researcher, BorealisAI
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MOLI: multi-omics late integration with deep neural networks for drug response prediction
H Sharifi-Noghabi, O Zolotareva, C Collins, M Ester
Bioinformatics 35 (14), i501–i509, 2019
Robust and stable gene selection via maximum–minimum correntropy criterion
M Mohammadi, HS Noghabi, GA Hodtani, HR Mashhadi
Genomics 107 (2-3), 83-87, 2016
AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics
H Sharifi-Noghabi, S Peng, O Zolotareva, C Collins, M Ester
Bioinformatics 36 (Supplement_1), i380-i388, 2020
Drug Sensitivity Prediction From Cell Line-Based Pharmacogenomics Data: Guidelines for Developing Machine Learning Models
H Sharifi Noghabi, S Jahangiri-Tazehkand, P Smirnov, C Hon, ...
Briefings in Bioinformatics, 2021
A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution
H Sharifi-Noghabi, H Rajabi Mashhadi, K Shojaee
Soft Computing, 2016
Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction
H Sharifi-Noghabi, PA Harjandi, O Zolotareva, CC Collins, M Ester
Nature Machine Intelligence 3 (11), 962-972, 2021
Domain Generalization via Semi-supervised Meta Learning
H Sharifi-Noghabi, H Asghari, N Mehrasa, M Ester
arXiv, 2020
Deep Genomic Signature for early metastasis prediction in prostate cancer
H Sharifi-Noghabi, Y Liu, N Erho, R Shrestha, M Alshalalfa, E Davicioni, ...
Interpretable Drug Response Prediction using a Knowledge-based Neural Network
O Snow, H Sharifi-Noghabi, J Lu, O Zolotareva, M Lee, M Ester
Proceedings of the 27th ACM SIGKDD International Conference on Knowledge …, 2021
Cancer classification by correntropy-based sparse compact incremental learning machine
M Nayyeri, HS Noghabi
Gene Reports 3, 31-38, 2016
Robust Group Fused Lasso for Multisample Copy Number Variation Detection under Uncertainty
H Sharifi Noghabi, M Mohammadi, YH Tan
IET Systems Biology, 2016
Implementing A Greedy Chain Routing Technique With Spread Spectrum On Grid-Based WSNs
HS Noghabi, AG Askar, A Boustani, A Moghani, MB Zanjani
International Journal of Wireless & Mobile Networks 4 (4), 2012
Consistency of in vitro drug sensitivities within pharmacological classes
C Hon, S Nair, P Smirnov, H Sharifi-Noghabi, N Feizi, S Shepherd, ...
Journal of Undergraduate Life Sciences 15 (1), 12-12, 2021
Deep transfer learning for drug response prediction
H Sharifi Noghabi
Simon Fraser University, 2021
Generalized differential evolution
H Sharifi-Noghabi, H Rajabi-Mashhadi, K Shojaee
Computer and Knowledge Engineering (ICCKE), 2017 7th International Conference on, 2017
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