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An extensive evaluation of seven machine learning methods for rainfall prediction in weather derivatives

Expert systems with applications, 2017-11, Vol.85, p.169-181

2017

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A survey of hierarchical classification across different application domains

Data mining and knowledge discovery, 2011-01, Vol.22 (1-2), p.31-72

2011

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Decision trees to characterise the roles of permeability and solubility on the prediction of oral absorption

European journal of medicinal chemistry, 2015-01, Vol.90, p.751-765

2015

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Investigating the role of Simpson’s paradox in the analysis of top-ranked features in high-dimensional bioinformatics datasets

Briefings in bioinformatics, 2020-03, Vol.21 (2), p.421-428

Freitas, Alex A

2020

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A data-driven missing value imputation approach for longitudinal datasets

The Artificial intelligence review, 2021-12, Vol.54 (8), p.6277-6307

2021

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A lexicographic optimisation approach to promote more recent features on longitudinal decision-tree-based classifiers: applications to the English Longitudinal Study of Ageing

The Artificial intelligence review, 2024-03, Vol.57 (4), p.84, Article 84

2024

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A new approach for interpreting Random Forest models and its application to the biology of ageing

Bioinformatics, 2018-07, Vol.34 (14), p.2449-2456

2018

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Ageing transcriptome meta-analysis reveals similarities and differences between key mammalian tissues

Aging (Albany, NY.), 2021-02, Vol.13 (3), p.3313-3341

2021

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Pre-processing Feature Selection for Improved C&RT Models for Oral Absorption

Journal of chemical information and modeling, 2013-10, Vol.53 (10), p.2730-2742

2013

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An empirical evaluation of hierarchical feature selection methods for classification in bioinformatics datasets with gene ontology-based features

The Artificial intelligence review, 2018-08, Vol.50 (2), p.201-240

2018

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Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes

Computers in biology and medicine, 2024-09, Vol.180, p.108999, Article 108999

2024

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Comparing Multilabel Classification Methods for Provisional Biopharmaceutics Class Prediction

Molecular pharmaceutics, 2015-01, Vol.12 (1), p.87-102

2015

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A Survey of Evolutionary Algorithms for Clustering

IEEE transactions on human-machine systems, 2009-03, Vol.39 (2), p.133-155

2009

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Machine learning-based predictions of dietary restriction associations across ageing-related genes

BMC bioinformatics, 2022-01, Vol.23 (1), p.10-10, Article 10

2022

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A review of supervised machine learning applied to ageing research

Biogerontology, 2017-04, Vol.18 (2), p.171-188

2017

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New KEGG pathway-based interpretable features for classifying ageing-related mouse proteins

Bioinformatics (Oxford, England), 2016-10, Vol.32 (19), p.2988-2995

2016

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Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach

1. Aufl., 2009

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A review and appraisal of the DNA damage theory of ageing

Mutation research, 2011-07, Vol.728 (1-2), p.12-22

2011

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Revisiting the Foundations of Artificial Immune Systems for Data Mining

IEEE transactions on evolutionary computation, 2007-08, Vol.11 (4), p.521-540

2007

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Stingless bee resources during reforestation of the Atlantic domain of Rio De Janeiro city, Brazil

Journal of apicultural research, 2023-08, Vol.62 (4), p.721-729

2023

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Comparative study of the physicochemical and palynological characteristics of honey from Melipona subnitida and Apis mellifera

International journal of food science & technology, 2013-08, Vol.48 (8), p.1698-1706

2013

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Using deep learning to associate human genes with age-related diseases

Bioinformatics, 2020-04, Vol.36 (7), p.2202-2208

2020

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Modern Dinoflagellate Cyst Abundance and Trace Metals as Biomonitoring Tools in a Tropical Bay in Brazil

Journal of coastal research, 2021-11, Vol.37 (6)

2021

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A data mining approach for classifying DNA repair genes into ageing-related or non-ageing-related

BMC genomics, 2011-01, Vol.12 (1), p.27-27, Article 27

2011

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Data mining with an ant colony optimization algorithm

IEEE transactions on evolutionary computation, 2002-08, Vol.6 (4), p.321-332

2002

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An extensive evaluation of seven machine learning methods for rainfall prediction in weather derivatives

A survey of hierarchical classification across different application domains

Decision trees to characterise the roles of permeability and solubility on the prediction of oral absorption

Investigating the role of Simpson’s paradox in the analysis of top-ranked features in high-dimensional bioinformatics datasets

A data-driven missing value imputation approach for longitudinal datasets

A lexicographic optimisation approach to promote more recent features on longitudinal decision-tree-based classifiers: applications to the English Longitudinal Study of Ageing

A new approach for interpreting Random Forest models and its application to the biology of ageing

Ageing transcriptome meta-analysis reveals similarities and differences between key mammalian tissues

Pre-processing Feature Selection for Improved C&RT Models for Oral Absorption

An empirical evaluation of hierarchical feature selection methods for classification in bioinformatics datasets with gene ontology-based features

Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes

Comparing Multilabel Classification Methods for Provisional Biopharmaceutics Class Prediction

A Survey of Evolutionary Algorithms for Clustering

Machine learning-based predictions of dietary restriction associations across ageing-related genes

A review of supervised machine learning applied to ageing research

New KEGG pathway-based interpretable features for classifying ageing-related mouse proteins

Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach

A review and appraisal of the DNA damage theory of ageing

Revisiting the Foundations of Artificial Immune Systems for Data Mining

Stingless bee resources during reforestation of the Atlantic domain of Rio De Janeiro city, Brazil

Comparative study of the physicochemical and palynological characteristics of honey from Melipona subnitida and Apis mellifera

Using deep learning to associate human genes with age-related diseases

Modern Dinoflagellate Cyst Abundance and Trace Metals as Biomonitoring Tools in a Tropical Bay in Brazil

A data mining approach for classifying DNA repair genes into ageing-related or non-ageing-related

Data mining with an ant colony optimization algorithm

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