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ResearcherID: C-7550-2019

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Universidade da Coruña: A Coruña, ES

Employment
Source: Self-asserted source
Carlos Eiras-Franco

Works (7)

Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning

Information Sciences
2022-08 | Journal article
DOI: 10.1016/j.ins.2022.06.035
Part of ISSN: 0020-0255
Contributors: Jorge Meira; Carlos Eiras-Franco; Verónica Bolón-Canedo; Goreti Marreiros; Amparo Alonso-Betanzos
Source: Self-asserted source
Carlos Eiras-Franco

Scalable feature selection using ReliefF aided by locality‐sensitive hashing

International Journal of Intelligent Systems
2021-11 | Journal article | Author
DOI: 10.1002/int.22546
Part of ISSN: 0884-8173
Part of ISSN: 1098-111X
Contributors: Carlos Eiras-Franco; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Antonio Bahamonde
Source: Self-asserted source
Carlos Eiras-Franco

Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing

ACM Transactions on Intelligent Systems and Technology
2020-12-31 | Journal article | Author
DOI: 10.1145/3408889
Part of ISSN: 2157-6904
Part of ISSN: 2157-6912
Contributors: Carlos Eiras-Franco; David Martínez-Rego; Leslie Kanthan; César Piñeiro; Antonio Bahamonde; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos
Source: Self-asserted source
Carlos Eiras-Franco

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

Decision Support Systems
2019-12 | Journal article | Author
DOI: 10.1016/j.dss.2019.113141
Part of ISSN: 0167-9236
Contributors: Carlos Eiras-Franco; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Antonio Bahamonde
Source: Self-asserted source
Carlos Eiras-Franco

Large scale anomaly detection in mixed numerical and categorical input spaces

Information Sciences
2019-06 | Journal article | Author
DOI: 10.1016/j.ins.2019.03.013
Part of ISSN: 0020-0255
Contributors: Carlos Eiras-Franco; David Martínez-Rego; Bertha Guijarro-Berdiñas; Amparo Alonso-Betanzos; Antonio Bahamonde
Source: Self-asserted source
Carlos Eiras-Franco

Preprocessing in High Dimensional Datasets

Advances in Biomedical Informatics
2018 | Book chapter
DOI: 10.1007/978-3-319-67513-8_11
Part of ISBN: 9783319675121
Part of ISBN: 9783319675138
Part of ISSN: 1868-4394
Part of ISSN: 1868-4408
Contributors: Amparo Alonso-Betanzos; Verónica Bolón-Canedo; Carlos Eiras-Franco; Laura Morán-Fernández; Borja Seijo-Pardo
Source: Self-asserted source
Carlos Eiras-Franco

Multithreaded and Spark parallelization of feature selection filters

Journal of Computational Science
2016-11 | Journal article
DOI: 10.1016/j.jocs.2016.07.002
Part of ISSN: 1877-7503
Contributors: Carlos Eiras-Franco; Verónica Bolón-Canedo; Sabela Ramos; Jorge González-Domínguez; Amparo Alonso-Betanzos; Juan Touriño
Source: Self-asserted source
Carlos Eiras-Franco
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