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Balancing effort and benefit of K-means clustering algorithms in Big Data realms

PloS one, 2018-09, Vol.13 (9), p.e0201874-e0201874

2018

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Correlation between mobility in mass transport and mortality due to COVID-19: A comparison of Mexico City, New York, and Madrid from a data science perspective

PloS one, 2022-03, Vol.17 (3), p.e0264713-e0264713

2022

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Time Series Complexities and Their Relationship to Forecasting Performance

Entropy (Basel, Switzerland), 2020-01, Vol.22 (1), p.89

2020

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Influence of Transfer Entropy in the Short-Term Prediction of Financial Time Series Using an ∊-Machine

Entropy (Basel, Switzerland), 2022-07, Vol.24 (8), p.1049

2022

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Hybrid Fuzzy C-Means Clustering Algorithm Oriented to Big Data Realms

Axioms, 2022-08, Vol.11 (8), p.377

2022

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A New Criterion for Improving Convergence of Fuzzy C-Means Clustering

Axioms, 2024-01, Vol.13 (1), p.35

2024

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Application of Data Science for Cluster Analysis of COVID-19 Mortality According to Sociodemographic Factors at Municipal Level in Mexico

Mathematics (Basel), 2022-07, Vol.10 (13), p.2167

2022

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POFCM: A Parallel Fuzzy Clustering Algorithm for Large Datasets

Mathematics (Basel), 2023-04, Vol.11 (8), p.1920

2023

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Corrosion Analysis Through an Adaptive Preprocessing Strategy Using The K-Means Algorithm

Procedia computer science, 2023, Vol.219, p.586-595

2023

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Comparative Analysis of K-Means Variants Implemented in R

Computación y Sistemas, 2022-01, Vol.26 (1), p.125-133

2022

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Prediction of Diabetes Mortality in Mexico City Applying Data Science

Progress in Artificial Intelligence and Pattern Recognition, p.211-218

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Minimizing roundtrip response time in distributed databases with vertical fragmentation

Journal of computational and applied mathematics, 2014-03, Vol.259, p.905-913

2014

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Editorial for Volume 10 Number 3: Can Machines Play Musical Instruments?

International Journal of Combinatorial Optimization Problems and Informatics, 2019-09, Vol.10 (3), p.1

2019

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Survey of polynomial transformations between NP-complete problems

Journal of computational and applied mathematics, 2011-06, Vol.235 (16), p.4851-4865

2011

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Application of formal languages in polynomial transformations of instances between NP-complete problems

Frontiers of information technology & electronic engineering, 2013-08, Vol.14 (8), p.623-633

Jorge A. RUIZ-VANOYE Joaquin PEREZ-ORTEGA Rodolfo A. PAZOS RANGEL Ocotlain DIAZ-PARRA Hector J. FRAIRE-HUACUJA Juan FRAUSTO-SOLIS Gerardo REYES-SALGADO Laura CRUZ-REYES

2013

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Oil Platform Transport Problem (OPTP) is NP-hard

International Journal of Combinatorial Optimization Problems and Informatics, 2017-09, Vol.8 (3), p.2

2017

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Improving the Efficiency of the K-medoids Clustering Algorithm by Getting Initial Medoids

Recent Advances in Information Systems and Technologies, p.125-132

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Editorial for Volume 8 Number 1- Characterization in the Transfer of Resources to the International Space Station

International Journal of Combinatorial Optimization Problems and Informatics, 2017-01, Vol.8 (1), p.1

2017

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Matrix multiplication with a hypercube algorithm on multi-core processor cluster

Dyna (Medellín, Colombia), 2015-01, Vol.82 (191), p.240-246

2015

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Caracterización de instancias difíciles del problema de Bin Packing orientada a la mejora de algoritmos metaheurísticos

Computación y Sistemas, 2015-06, Vol.19 (2), p.295-308

2015

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Spatial Data Mining of a Population-Based Data Warehouse of Cancer in Mexico

International Journal of Combinatorial Optimization Problems and Informatics, 2010-05, Vol.1 (1), p.61-67

2010

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Correlation between mobility in mass transport and mortality due to COVID-19: A comparison of Mexico City, New York, and Madrid from a data science perspective

PloS one, 2022-01, Vol.17 (3), p.e0264713

2022

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Narrow transmittance peaks in a multilayered microsphere with a quasiperiodic left-handed stack

Optics communications, 2010-10, Vol.283 (19), p.3569-3577

2010

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Una heurística eficiente aplicada al algoritmo K-means para el agrupamiento de grandes instancias altamente agrupadas

Computación y Sistemas, 2018-06, Vol.22 (2), p.607-619

2018

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Surveying the Optimization Problems of Water Distribution Networks

Polish journal of environmental studies, 2018-01, Vol.27 (4), p.1425-1432

2018

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Balancing effort and benefit of K-means clustering algorithms in Big Data realms

Correlation between mobility in mass transport and mortality due to COVID-19: A comparison of Mexico City, New York, and Madrid from a data science perspective

Time Series Complexities and Their Relationship to Forecasting Performance

Influence of Transfer Entropy in the Short-Term Prediction of Financial Time Series Using an ∊-Machine

Hybrid Fuzzy C-Means Clustering Algorithm Oriented to Big Data Realms

A New Criterion for Improving Convergence of Fuzzy C-Means Clustering

Application of Data Science for Cluster Analysis of COVID-19 Mortality According to Sociodemographic Factors at Municipal Level in Mexico

POFCM: A Parallel Fuzzy Clustering Algorithm for Large Datasets

Corrosion Analysis Through an Adaptive Preprocessing Strategy Using The K-Means Algorithm

Comparative Analysis of K-Means Variants Implemented in R

Prediction of Diabetes Mortality in Mexico City Applying Data Science

Minimizing roundtrip response time in distributed databases with vertical fragmentation

Editorial for Volume 10 Number 3: Can Machines Play Musical Instruments?

Survey of polynomial transformations between NP-complete problems

Application of formal languages in polynomial transformations of instances between NP-complete problems

Oil Platform Transport Problem (OPTP) is NP-hard

Improving the Efficiency of the K-medoids Clustering Algorithm by Getting Initial Medoids

Editorial for Volume 8 Number 1- Characterization in the Transfer of Resources to the International Space Station

Matrix multiplication with a hypercube algorithm on multi-core processor cluster

Caracterización de instancias difíciles del problema de Bin Packing orientada a la mejora de algoritmos metaheurísticos

Spatial Data Mining of a Population-Based Data Warehouse of Cancer in Mexico

Correlation between mobility in mass transport and mortality due to COVID-19: A comparison of Mexico City, New York, and Madrid from a data science perspective

Narrow transmittance peaks in a multilayered microsphere with a quasiperiodic left-handed stack

Una heurística eficiente aplicada al algoritmo K-means para el agrupamiento de grandes instancias altamente agrupadas

Surveying the Optimization Problems of Water Distribution Networks

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