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Data Sampling Methods to Deal With the Big Data Multi-Class Imbalance Problem

Applied sciences, 2020-02, Vol.10 (4), p.1276

2020

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Data-Centric Solutions for Addressing Big Data Veracity with Class Imbalance, High Dimensionality, and Class Overlapping

Applied sciences, 2024-07, Vol.14 (13), p.5845

2024

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Density-Based Clustering to Deal with Highly Imbalanced Data in Multi-Class Problems

Mathematics (Basel), 2023-09, Vol.11 (18), p.4008

2023

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Pedestrian Localization in a Video Sequence Using Motion Detection and Active Shape Models

Applied sciences, 2022-06, Vol.12 (11), p.5371

2022

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Threshold Active Learning Approach for Physical Violence Detection on Images Obtained from Video (Frame-Level) Using Pre-Trained Deep Learning Neural Network Models

Algorithms, 2024-07, Vol.17 (7), p.316

2024

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Inteligencia Artificial y Juegos de Tablero: Desde el Turco hasta AlphaZero

RECIBE, 2023-05, Vol.11 (2), p.C4-C4-10

2023

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Uniformity of water distribution in sprinkler irrigation mini-cannons in a high Andean community in Peru

E3S web of conferences, 2023-01, Vol.434, p.3028

2023

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Deep Neural Network for Gender-Based Violence Detection on Twitter Messages

Mathematics (Basel), 2021-04, Vol.9 (8), p.807

2021

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Efficiency of prefabricated biodigesters in the treatment of domestic wastewater in dispersed rural localities

E3S web of conferences, 2023-01, Vol.405, p.4035

2023

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Classification of crystallographic materials through machine learning

MRS advances, 2024

2024

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A Class-Incremental Learning Method Based on Preserving the Learned Feature Space for EEG-Based Emotion Recognition

Mathematics (Basel), 2022-02, Vol.10 (4), p.598

2022

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FTIR-Plastics: A Fourier Transform Infrared Spectroscopy dataset for the six most prevalent industrial plastic polymers

Data in brief, 2024-08, Vol.55, p.110612, Article 110612

2024

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Procesamiento de bases de datos escolares por medio de redes neuronales artificiales

Ciencia ergo sum, 2020-01, Vol.27 (3), p.e101|1

2020

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Analysis and impact of meteorological droughts in the agriculture of Puno region, Peru

E3S Web of Conferences, 2021, Vol.304, p.3002

2021

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A comprehensive dataset of surface deformation satellite maps of the valley of Toluca, Mexico

Data in brief, 2023-12, Vol.51, p.109733-109733, Article 109733

2023

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A Selective Dynamic Sampling Back-Propagation Approach for Handling the Two-Class Imbalance Problem

Applied sciences, 2016-07, Vol.6 (7), p.200-200

2016

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NON-CONVENTIONAL MICROMACHINING CONTROL BASED ON MULTIVARIABLE PARAMETER ANALYSIS USING A FUZZY INFERENCE SYSTEM

DYNA, 2024-05, Vol.99 (3), p.289-295

2024

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Traditional Peruvian Medicine: An Insight in Geophagy and Machu Rumi Intake

Materials science forum, 2022-01, Vol.1048, p.423-428

2022

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COVID-19 Vaccines distribution routes with bioinspired metaheuristic algorithms: Resoluteness

Revista IEEE América Latina, 2024-06, Vol.22 (6), p.484-493

2024

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Detection of violent speech against women in Mexican tweets using an active learning approach

Revista IEEE América Latina, 2024-04, Vol.22 (4), p.276-285

2024

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Redes Neuronales Artificiales y Distribuciones no Balanceadas

Programación Matemática y Software, 2009-06, Vol.1 (2009), p.13-32

2009

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Clustering Algorithms: An Application for Adsorption Kinetic Curves

Revista IEEE América Latina, 2021-03, Vol.19 (3), p.507-514

2021

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Geo-hydrological Risk Awareness and Disaster Preparedness in a Mountainous Area of Southern Peru Vulnerable to Disaster

IOP conference series. Earth and environmental science, 2021-11, Vol.906 (1), p.12125

2021

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Comparative study of methods to obtain the number of hidden neurons of an auto-encoder in a high-dimensionality context

Revista IEEE América Latina, 2020-12, Vol.18 (12), p.2196-2203

2020

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Deep Neural Network to Detect Gender Violence on Mexican Tweets

Progress in Artificial Intelligence and Pattern Recognition, p.24-32

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Data Sampling Methods to Deal With the Big Data Multi-Class Imbalance Problem

Data-Centric Solutions for Addressing Big Data Veracity with Class Imbalance, High Dimensionality, and Class Overlapping

Density-Based Clustering to Deal with Highly Imbalanced Data in Multi-Class Problems

Pedestrian Localization in a Video Sequence Using Motion Detection and Active Shape Models

Threshold Active Learning Approach for Physical Violence Detection on Images Obtained from Video (Frame-Level) Using Pre-Trained Deep Learning Neural Network Models

Inteligencia Artificial y Juegos de Tablero: Desde el Turco hasta AlphaZero

Uniformity of water distribution in sprinkler irrigation mini-cannons in a high Andean community in Peru

Deep Neural Network for Gender-Based Violence Detection on Twitter Messages

Efficiency of prefabricated biodigesters in the treatment of domestic wastewater in dispersed rural localities

Classification of crystallographic materials through machine learning

A Class-Incremental Learning Method Based on Preserving the Learned Feature Space for EEG-Based Emotion Recognition

FTIR-Plastics: A Fourier Transform Infrared Spectroscopy dataset for the six most prevalent industrial plastic polymers

Procesamiento de bases de datos escolares por medio de redes neuronales artificiales

Analysis and impact of meteorological droughts in the agriculture of Puno region, Peru

A comprehensive dataset of surface deformation satellite maps of the valley of Toluca, Mexico

A Selective Dynamic Sampling Back-Propagation Approach for Handling the Two-Class Imbalance Problem

NON-CONVENTIONAL MICROMACHINING CONTROL BASED ON MULTIVARIABLE PARAMETER ANALYSIS USING A FUZZY INFERENCE SYSTEM

Traditional Peruvian Medicine: An Insight in Geophagy and Machu Rumi Intake

COVID-19 Vaccines distribution routes with bioinspired metaheuristic algorithms: Resoluteness

Detection of violent speech against women in Mexican tweets using an active learning approach

Redes Neuronales Artificiales y Distribuciones no Balanceadas

Clustering Algorithms: An Application for Adsorption Kinetic Curves

Geo-hydrological Risk Awareness and Disaster Preparedness in a Mountainous Area of Southern Peru Vulnerable to Disaster

Comparative study of methods to obtain the number of hidden neurons of an auto-encoder in a high-dimensionality context

Deep Neural Network to Detect Gender Violence on Mexican Tweets

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