Using support vector regression coupled with the genetic algorithm for predicting acute toxicity to the fathead minnow-Reference-Cited by-同舟云学术

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Using support vector regression coupled with the genetic algorithm for predicting acute toxicity to the fathead minnow

Published:2010-07 Issue:5-6 Volume:21 Page:559-570
ISSN:1062-936X
Container-title:SAR and QSAR in Environmental Research
language:en
Short-container-title:SAR and QSAR in Environmental Research

Author:

Wang Y.,Zheng M.,Xiao J.,Lu Y.,Wang F.,Lu J.,Luo X.,Zhu W.,Jiang H.,Chen K.

Publisher

Informa UK Limited

Subject

Drug Discovery,Molecular Medicine,General Medicine,Bioengineering

Link

http://www.tandfonline.com/doi/pdf/10.1080/1062936X.2010.502300

Reference46 articles.

1. Animal testing and alternative approaches for the human health risk assessment under the proposed new European chemicals regulation

2. A COMPARISON OF MODEL PERFORMANCE FOR SIX QUANTITATIVE STRUCTURE–ACTIVITY RELATIONSHIP PACKAGES THAT PREDICT ACUTE TOXICITY TO FISH

3. Statistically Validated QSARs, Based on Theoretical Descriptors, for Modeling Aquatic Toxicity of Organic Chemicals in Pimephales promelas (Fathead Minnow)

4. Review of (Quantitative) Structure–Activity Relationships for Acute Aquatic Toxicity

5. Use of QSARs in international decision-making frameworks to predict ecologic effects and environmental fate of chemical substances.

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1. From Data to Models;Chemometrics and Cheminformatics in Aquatic Toxicology;2021-10-13

2. Machine Learning Approaches in Computational Toxicology Studies;Chemometrics and Cheminformatics in Aquatic Toxicology;2021-10-13

3. Generating accurate in silico predictions of acute aquatic toxicity for a range of organic chemicals: Towards similarity-based machine learning methods;Chemosphere;2021-10

4. Large-Scale Modeling of Multispecies Acute Toxicity End Points Using Consensus of Multitask Deep Learning Methods;Journal of Chemical Information and Modeling;2021-02-03

5. Aquatic toxicity (Pre)screening strategy for structurally diverse chemicals: global or local classification tree models?;Ecotoxicology and Environmental Safety;2021-01

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