Search Results - "Daghighi, Amirreza"
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A Novel Machine-Learning Framework Based on a Hierarchy of Dispute Models for the Identification of Fish Species Using Multi-Mode Spectroscopy
Published in Sensors (Basel, Switzerland) (01-11-2023)“…Seafood mislabeling rates of approximately 20% have been reported globally. Traditional methods for fish species identification, such as DNA analysis and…”
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Journal Article -
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Prediction of Dielectric Constant in Series of Polymers by Quantitative Structure-Property Relationship (QSPR)
Published in Polymers (26-09-2024)“…This work is devoted to the investigation of dielectric permittivity which is influenced by electronic, ionic, and dipolar polarization mechanisms,…”
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Journal Article -
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In Silico Prediction of the Toxicity of Nitroaromatic Compounds: Application of Ensemble Learning QSAR Approach
Published in Toxics (Basel) (01-12-2022)“…In this work, a dataset of more than 200 nitroaromatic compounds is used to develop Quantitative Structure-Activity Relationship (QSAR) models for the…”
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Journal Article -
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Phenolic Acid-β-Cyclodextrin Complexation Study to Mask Bitterness in Wheat Bran: A Machine Learning-Based QSAR Study
Published in Foods (06-07-2024)“…The need to solvate and encapsulate hydro-sensitive molecules drives noticeable trends in the applications of cyclodextrins in the pharmaceutical industry, in…”
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In Silico Toxicology: Application of Machine Learning for Predicting Toxicity of Organic Compounds
Published 01-01-2023“…Understanding the toxicity of organic compounds is essential to protect human health, the environment, and ensure the safe use of chemicals. While experimental…”
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Dissertation -
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Multi-Endpoint Acute Toxicity Assessment of Organic Compounds Using Large-Scale Machine Learning Modeling
Published in Environmental science & technology (11-06-2024)“…In recent years, alternative animal testing methods such as computational and machine learning approaches have become increasingly crucial for toxicity…”
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Journal Article