Concepedia

Carlos Eiras‐Franco

CE

6

Publications

140

Citations

6

H-Index

2016

Active since

Affiliations

Universidade da Coruña(Current)

Universidad de Oviedo

Carlos Eiras‐Franco is an author at Universidade da Coruña specializing in engineering, data mining, and data science.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceKnowledge DiscoveryMachine LearningCluster ComputingBig DataManagementData Integration

Publications per year

2016–2022

6

Publications

6

Multithreaded and Spark parallelization of feature selection filters

Carlos Eiras‐Franco, Verónica Bolón‐Canedo, Sabela Ramos et al. · Journal of Computational Science · 2016 · 37 citations · Full text

Cluster Computing, Engineering, Machine Learning +11

Large scale anomaly detection in mixed numerical and categorical input spaces

Carlos Eiras‐Franco, David Martínez‐Rego, Bertha Guijarro‐Berdiñas et al. · Information Sciences · 2019 · 28 citations · Full text

Anomaly Detection, Machine Learning, Data Science +11

Scalable feature selection using ReliefF aided by locality‐sensitive hashing

Carlos Eiras‐Franco, Bertha Guijarro‐Berdiñas, Amparo Alonso‐Betanzos et al. · International Journal of Intelligent Systems · 2021 · 27 citations · Full text

Relieff Algorithm, Cluster Computing, Engineering +15

Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning

Jorge Meira, Carlos Eiras‐Franco, Verónica Bolón‐Canedo et al. · Information Sciences · 2022 · 18 citations · Full text

Cluster Computing, Anomaly Detection, Machine Learning +19

A scalable decision-tree-based method to explain interactions in dyadic data

Carlos Eiras‐Franco, Bertha Guijarro‐Berdiñas, Amparo Alonso‐Betanzos et al. · Decision Support Systems · 2019 · 17 citations · Full text

Computational Social Science, Engineering, Data Science +11

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