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A review of feature selection methods based on mutual information

Neural computing & applications, 2014-01, Vol.24 (1), p.175-186

2014

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Normalized Mutual Information Feature Selection

IEEE transactions on neural networks, 2009-02, Vol.20 (2), p.189-201

2009

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Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection

The Astrophysical journal, 2017-02, Vol.836 (1), p.97

2017

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A review of learning vector quantization classifiers

Neural computing & applications, 2014-09, Vol.25 (3-4), p.511-524

2014

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Deep Attention-based Supernovae Classification of Multiband Light Curves

The Astronomical journal, 2023-01, Vol.165 (1), p.18

2023

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Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks

The Astrophysical journal, 2022-08, Vol.935 (1), p.23

2022

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Deep Learning for Image Sequence Classification of Astronomical Events

Publications of the Astronomical Society of the Pacific, 2019-10, Vol.131 (1004), p.108006

2019

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Special issue on Latin–American computational intelligence

Neural computing & applications, 2023-05, Vol.35 (13), p.9267-9268

2023

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Multi-objective optimal design of lithium-ion battery packs based on evolutionary algorithms

Journal of power sources, 2014-12, Vol.267, p.288-299

2014

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A robust deep learning detector for sleep spindles and K-complexes: towards population norms

Scientific reports, 2024-01, Vol.14 (1), p.263-263, Article 263

2024

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Robust Period Estimation Using Mutual Information for Multiband Light Curves in the Synoptic Survey Era

The Astrophysical journal. Supplement series, 2018-05, Vol.236 (1), p.12

2018

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Diagnostic support in pediatric craniopharyngioma using deep learning

Child's nervous system, 2024-08, Vol.40 (8), p.2295-2300

2024

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Development of machine learning models to predict gestational diabetes risk in the first half of pregnancy

BMC pregnancy and childbirth, 2023-06, Vol.23 (1), p.469-469, Article 469

2023

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Ore grade estimation by feature selection and voting using boundary detection in digital image analysis

International journal of mineral processing, 2011-11, Vol.101 (1), p.28-36

2011

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An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves

IEEE transactions on signal processing, 2012-10, Vol.60 (10), p.5135-5145

2012

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Automated Sleep-Spindle Detection in Healthy Children Polysomnograms

IEEE transactions on biomedical engineering, 2010-09, Vol.57 (9), p.2135-2146

2010

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A NOVEL, FULLY AUTOMATED PIPELINE FOR PERIOD ESTIMATION IN THE EROS 2 DATA SET

The Astrophysical journal. Supplement series, 2015-02, Vol.216 (2), p.1-30

2015

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Going deep into schizophrenia with artificial intelligence

Schizophrenia research, 2022-07, Vol.245, p.122-140

2022

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An Optimized Impedance Model for the Estimation of the State-of-Charge of a Li-Ion Cell: The Case of a LiFePO4 (ANR26650)

Energies (Basel), 2019-02, Vol.12 (4), p.681

2019

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Face and iris localization using templates designed by particle swarm optimization

Pattern recognition letters, 2010-07, Vol.31 (9), p.857-868

2010

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Rock lithological instance classification by hyperspectral images using dimensionality reduction and deep learning

Chemometrics and intelligent laboratory systems, 2022-05, Vol.224, p.104538, Article 104538

2022

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Subscription fraud prevention in telecommunications using fuzzy rules and neural networks

Expert systems with applications, 2006-08, Vol.31 (2), p.337-344

2006

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Online data visualization using the neural gas network

Neural networks, 2006-07, Vol.19 (6), p.923-934

2006

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Automated visual inspection system for wood defect classification using computational intelligence techniques

International journal of systems science, 2009-02, Vol.40 (2), p.163-172

2009

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A fractal time thermal model for predicting the surface temperature of air-cooled cylindrical Li-ion cells based on experimental measurements

Journal of power sources, 2016-02, Vol.306, p.636-645

2016

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A review of feature selection methods based on mutual information

Normalized Mutual Information Feature Selection

Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection

A review of learning vector quantization classifiers

Deep Attention-based Supernovae Classification of Multiband Light Curves

Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks

Deep Learning for Image Sequence Classification of Astronomical Events

Special issue on Latin–American computational intelligence

Multi-objective optimal design of lithium-ion battery packs based on evolutionary algorithms

A robust deep learning detector for sleep spindles and K-complexes: towards population norms

Robust Period Estimation Using Mutual Information for Multiband Light Curves in the Synoptic Survey Era

Diagnostic support in pediatric craniopharyngioma using deep learning

Development of machine learning models to predict gestational diabetes risk in the first half of pregnancy

Ore grade estimation by feature selection and voting using boundary detection in digital image analysis

An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves

Automated Sleep-Spindle Detection in Healthy Children Polysomnograms

A NOVEL, FULLY AUTOMATED PIPELINE FOR PERIOD ESTIMATION IN THE EROS 2 DATA SET

Going deep into schizophrenia with artificial intelligence

An Optimized Impedance Model for the Estimation of the State-of-Charge of a Li-Ion Cell: The Case of a LiFePO4 (ANR26650)

Face and iris localization using templates designed by particle swarm optimization

Rock lithological instance classification by hyperspectral images using dimensionality reduction and deep learning

Subscription fraud prevention in telecommunications using fuzzy rules and neural networks

Online data visualization using the neural gas network

Automated visual inspection system for wood defect classification using computational intelligence techniques

A fractal time thermal model for predicting the surface temperature of air-cooled cylindrical Li-ion cells based on experimental measurements

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