(Q42966532)

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Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data.

scientific article published on 28 June 2017

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scholarly article

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29086090%20AND%20SRC:MED&resulttype=core&format=json

8 April 2020

Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data (English)

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29086090%20AND%20SRC:MED&resulttype=core&format=json

8 April 2020

deep neural network

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4

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8 April 2020

author name string

Alexios Koutsoukas

1

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8 April 2020

Keith J Monaghan

2

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8 April 2020

Xiaoli Li

3

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8 April 2020

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28 June 2017

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8 April 2020

Journal of Cheminformatics

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8 April 2020

9

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8 April 2020

1

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8 April 2020

42

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8 April 2020

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CZ Software Mentions: A large dataset of software mentions in the biomedical literature

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Deep Learning in Drug Discovery.

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Deep neural nets as a method for quantitative structure-activity relationships

1 reference

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Machine learning methods in chemoinformatics

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The ChEMBL bioactivity database: an update

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Deep architectures and deep learning in chemoinformatics: the prediction of aqueous solubility for drug-like molecules

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Representation learning: a review and new perspectives

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Towards a gold standard: regarding quality in public domain chemistry databases and approaches to improving the situation

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Quantitative structure-property relationship modeling of diverse materials properties.

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ChEMBL: a large-scale bioactivity database for drug discovery

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Enrichment of extremely noisy high-throughput screening data using a naïve Bayes classifier

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Neural networks are useful tools for drug design

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Analysis of commercial and public bioactivity databases

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On the interpretation and interpretability of quantitative structure-activity relationship models

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Interpreting computational neural network QSAR models: a measure of descriptor importance.

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Identifiers

10.1186/S13321-017-0226-Y

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29086090%20AND%20SRC:MED&resulttype=core&format=json

8 April 2020

DBLP publication ID

journals/jcheminf/KoutsoukasMLH17

1 reference

DBLP Dataset 2021-01-02

28 January 2021

Dimensions Publication ID

1 reference

9 September 2019

https://scigraph.springernature.com/pub.10.1186/s13321-017-0226-y

PMC publication ID

1 reference

Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29086090%20AND%20SRC:MED&resulttype=core&format=json

8 April 2020

PubMed publication ID

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Europe PubMed Central

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29086090%20AND%20SRC:MED&resulttype=core&format=json

8 April 2020

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