Mansour Ebrahimi

发表

Bioinformatics and protein engineering; presenting a few applications employed in our labs

Mansour Ebrahimi, Esmaeil Ebrahimie, Ahmad Tahmasebi, 2011 .

Searching for patterns of thermostability in proteins and defining the main features contributing to enzyme thermostability through screening, clustering, and decision tree algorithms

Mansour Ebrahimi, Esmaeil Ebrahimie, M. Ebrahimi, 2010 .

Engineering Thermostable Enzymes; Application of Unsupervised Clustering Algorithms

Mansour Ebrahimi, Esmaeil Ebrahimie, Mahdi Ebrahimi, 2011 .

Comprehensive analysis of machine learning models for prediction of sub-clinical mastitis: Deep Learning and Gradient-Boosted Trees outperform other models

Mansour Ebrahimi, Esmaeil Ebrahimie, Kiro R. Petrovski, 2019, Comput. Biol. Medicine.

Image processing techniques represent innovative tools for comparative analysis of proteins

Mansour Ebrahimi, Reza Ahsan, Reza Ahsan, 2020, Comput. Biol. Medicine.

New layers in understanding and predicting α-linolenic acid content in plants using amino acid characteristics of omega-3 fatty acid desaturase

Mansour Ebrahimi, Esmaeil Ebrahimie, Mahdi Ebrahimi, 2014, Comput. Biol. Medicine.

Advances in understanding the specificity function of transporters by machine learning

Mansour Ebrahimi, Esmaeil Ebrahimie, Faezeh Ebrahimi, 2021, Comput. Biol. Medicine.

Comparative study of ammonium transporters in different organisms by study of a large number of structural protein features via data mining algorithms

Mansour Ebrahimi, Esmaeil Ebrahimie, Narjes Rahpeyma Sarvestani, 2011, Genes & Genomics.

Prediction of Thermostability from Amino Acid Attributes by Combination of Clustering with Attribute Weighting: A New Vista in Engineering Enzymes

Mansour Ebrahimi, Esmaeil Ebrahimie, Amir Lakizadeh, 2011, PloS one.

Integration of machine learning and meta-analysis identifies the transcriptomic bio-signature of mastitis disease in cattle

Mansour Ebrahimi, Esmaeil Ebrahimie, James M Reecy, 2018, PloS one.

Prediction of hepatitis C virus interferon/ribavirin therapy outcome based on viral nucleotide attributes using machine learning algorithms

Mansour Ebrahimi, Amir Hossein KayvanJoo, M. Ebrahimi, 2014, BMC Research Notes.

Classification of Lung Cancer Tumors Based on Structural and Physicochemical Properties of Proteins by Bioinformatics Models

Mansour Ebrahimi, Bahram Goliaei, Faezeh Hosseinzadeh, 2012, PloS one.

Predicting the Maximum Earthquake Magnitude from Seismic Data in Israel and Its Neighboring Countries

Mark Last, Mansour Ebrahimi, Nitzan Rabinowitz, 2016, PloS one.

Understanding the Underlying Mechanism of HA-Subtyping in the Level of Physic-Chemical Characteristics of Protein

David L. Adelson, Mansour Ebrahimi, Esmaeil Ebrahimie, 2014, PloS one.

Determining the structural amino acid attributes which are important in both protein thermostability and alkalophilicity: a case study on xylanase

Mansour Ebrahimi, Esmaeil Ebrahimie, Ahmad Tahmasebi, 2014 .

Determining the Most Important Physiological and Agronomic Traits Contributing to Maize Grain Yield through Machine Learning Algorithms: A New Avenue in Intelligent Agriculture

Mansour Ebrahimi, Esmaeil Ebrahimie, Yahya Emam, 2014, PloS one.

Are there any differences between features of proteins expressed in malignant and benign breast cancers?

Mansour Ebrahimi, Esmaeil Ebrahimie, Narges Shamabadi, 2010, Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences.

Machine Learning Based Classification of Microsatellite Variation: An Effective Approach for Phylogeographic Characterization of Olive Populations

Mansour Ebrahimi, Esmaeil Ebrahimie, Amir Hossein KayvanJoo, 2015, PloS one.