Esmaeil Ebrahimie

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 9

Top Topics

Machine Learning

Top Venues

Comput. Biol. Medicine

IEEE ACM Trans. Comput. Biol. Bioinform.

Comput. Electron. Agric.

Publications

Kening Zhao, Esmaeil Ebrahimie, Manijeh Mohammadi Dehcheshmeh, Mathew G. Lewsey, Lei Zheng, Nick J. Hoogenraad
Transcriptomic signature of cancer cachexia by integration of machine learning, literature mining and meta-analysis. Comput. Biol. Medicine 172 (2024)
Elham Dalalbashi Esfahani, Esmaeil Ebrahimie, Ali Niazi, Manijeh Mohammadi Dehcheshmeh
Pattern discovery of long non-coding RNAs associated with the herbal treatments in breast and prostate cancers. Quant. Biol. 11 (3) (2023)
Raktim Kumar Mondol, Nhan Duy Truong, Mohammad Reza, Samuel Ippolito, Esmaeil Ebrahimie, Omid Kavehei
AFExNet: An Adversarial Autoencoder for Differentiating Breast Cancer Sub-Types and Extracting Biologically Relevant Genes. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (4) (2022)
Reza Ahsan, Mohammad Reza Tahsili, Faezeh Ebrahimi, Esmaeil Ebrahimie, Mansour Ebrahimi
Image processing unravels the evolutionary pattern of SARS-CoV-2 against SARS and MERS through position-based pattern recognition. Comput. Biol. Medicine 134 (2021)
Esmaeil Ebrahimie, Fatemeh Zamansani, Ibrahim O. Alanazi, Essa M. Sabi, Manouchehr Khazandi, Faezeh Ebrahimi, Manijeh Mohammadi Dehcheshmeh, Mansour Ebrahimi
Advances in understanding the specificity function of transporters by machine learning. Comput. Biol. Medicine 138 (2021)
Sumyea Helal, Jiuyong Li, Lin Liu, Esmaeil Ebrahimie, Shane Dawson, Duncan J. Murray
Identifying key factors of student academic performance by subgroup discovery. Int. J. Data Sci. Anal. 7 (3) (2019)
Mansour Ebrahimi, Manijeh Mohammadi Dehcheshmeh, Esmaeil Ebrahimie, Kiro R. Petrovski
Comprehensive analysis of machine learning models for prediction of sub-clinical mastitis: Deep Learning and Gradient-Boosted Trees outperform other models. Comput. Biol. Medicine 114 (2019)
Sumyea Helal, Jiuyong Li, Lin Liu, Esmaeil Ebrahimie, Shane Dawson, Duncan J. Murray, Qi Long
Predicting academic performance by considering student heterogeneity. Knowl. Based Syst. 161 (2018)
Esmaeil Ebrahimie, Faezeh Ebrahimi, Mansour Ebrahimi, Sarah Tomlinson, Kiro R. Petrovski
Hierarchical pattern recognition in milking parameters predicts mastitis prevalence. Comput. Electron. Agric. 147 (2018)
Fatemeh Kargarfard, Ashkan Sami, Esmaeil Ebrahimie
Knowledge discovery and sequence-based prediction of pandemic influenza using an integrated classification and association rule mining (CBA) algorithm. J. Biomed. Informatics 57 (2015)
Zahra Zinati, Fatemeh Zamansani, Amir Hossein KayvanJoo, Mahdi Ebrahimi, Mansour Ebrahimi, Esmaeil Ebrahimie, Manijeh Mohammadi Dehcheshmeh
New layers in understanding and predicting α-linolenic acid content in plants using amino acid characteristics of omega-3 fatty acid desaturase. Comput. Biol. Medicine 54 (2014)
Mahdi Ebrahimi, Esmaeil Ebrahimie, Tahereh Deihimi, A. Delavari, Manijeh Mohammadi Dehcheshmeh
Application of neural networks methods to define the most important features contributing to xylanase enzyme thermostability. IEEE Congress on Evolutionary Computation (2009)