Implementing A Greedy Chain Routing Technique With Spread Spectrum On Grid-Based WSNs - Hossein Sharifi Noghabi; Arash Ghazi Askar; Arash Boustani; Arash Moghani; Motahareh Bahrami Zanjani (CoRR, 2012)

Differential Evolution with Universal Mutation. - Hossein Sharifi Noghabi; Habib Rajabi Mashhadi; Kambiz Shojaei (CoRR, 2015)

Differential Evolution with Generalized Mutation Operator. - Hossein Sharifi Noghabi; Habib Rajabi Mashhadi; Kambiz Shojaei (CoRR, 2015)

A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution. - Hossein Sharifi Noghabi; Habib Rajabi Mashhadi; Kambiz Shojaee 001 (Soft Comput., 2017)

MOLI: multi-omics late integration with deep neural networks for drug response prediction. - Hossein Sharifi-Noghabi; Olga I. Zolotareva; Colin C. Collins; Martin Ester (Bioinform., 2019)

AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics. - Hossein Sharifi-Noghabi; Shuman Peng; Olga I. Zolotareva; Colin C. Collins; Martin Ester (Bioinform., 2020)

Domain Generalization via Semi-supervised Meta Learning. - Hossein Sharifi-Noghabi; Hossein Asghari; Nazanin Mehrasa; Martin Ester (CoRR, 2020)

Interpretable Drug Response Prediction using a Knowledge-based Neural Network. - Oliver Snow; Hossein Sharifi-Noghabi; Jialin Lu; Olga I. Zolotareva; Mark Lee; Martin Ester (KDD, 2021)

Drug sensitivity prediction from cell line-based pharmacogenomics data: guidelines for developing machine learning models. - Hossein Sharifi-Noghabi; Soheil Jahangiri-Tazehkand; Petr Smirnov; Casey Hon; Anthony Mammoliti; Sisira Kadambat Nair; Arvind Singh Mer; Martin Ester; Benjamin Haibe-Kains (Briefings Bioinform., 2021)

Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction. - Hossein Sharifi-Noghabi; Parsa Alamzadeh Harjandi; Olga I. Zolotareva; Colin C. Collins; Martin Ester (Nat. Mach. Intell., 2021)

Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics. - Ankit Vani; Frederick Tung; Gabriel L. Oliveira; Hossein Sharifi-Noghabi (ICML, 2024)

LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling. - Can Chen; Gabriel L. Oliveira; Hossein Sharifi-Noghabi; Tristan Sylvain (Trans. Mach. Learn. Res., 2025)

Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting. - Heitor R. Medeiros; Hossein Sharifi-Noghabi; Gabriel L. Oliveira; Saghar Irandoust (CoRR, 2025)