PhD Carlos Eiras Franco  

Profesor contratado interino de sustitución (INT-SU)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Laboratorio de Investigación y Desarrollo en Inteligencia Artificial
Research lines No data available from Curriculum Management System at UDC. (SUXI).
Contacto UDC directory
Orcid id0000-0001-6322-7593 ResearcherIDC-7550-2019 Scopus57190295640

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Distance hours Total hours
Computational Intelligence for High Dimensional Data 0 21
Computer Communications Networks 0 10.5
Fundamentals of Computing Science 0 28
Information Systems in Industrial Environments 0 21
Intelligent Systems
Master's in Computer Engineering
0 85
Machine Learning II 0 33
Machine Learning III 0 24
Subject and involved studies Distance hours Total hours
Algorithms
Degree in Computer Engineering
0 30
Computational Intelligence for High Dimensional Data
Master in Bioinformatics for Health Sciences
0 21
Computer Communications Networks
Master's Degree in Industrial Computing and Robotics
0 8.5
Fundamentals of Computing Science
Degree in Nanoscience and Nanotechnology
0 28
Information Systems in Industrial Environments
Master's Degree in Industrial Computing and Robotics
0 17
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 103
Machine Learning II
Master's Degree in Industrial Computing and Robotics
0 4.5
Software Design
Degree in Computer Engineering
0 15

Defined tutoring by teacher for 2021/2022 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Wednesday
10:00 a 12:00
vía Microsoft Teams
1st quarter Friday
10:00 a 12:00
vía Microsoft Teams

Research results

Select merit type and year to query research merits.

Axudas para a consolidación e estruturación de unidades de investigación competitivas.GRC

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Amparo Alonso Betanzos
Type Proyecto Programas Autonomicos
Dates From 01/01/2019 to 20/11/2021

Large scale anomaly detection in mixed numerical and categorical input spaces

Authors Carlos Eiras-Franco, David Martínez-Rego, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
Journal INFORMATION SCIENCES Vol. 487 (pages 115 to 127)

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

Authors Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
Journal DECISION SUPPORT SYSTEMS Vol. In Press

Multithreaded and Spark Parallelization of Feature Selection Filters

Authors Carlos Eiras-Franco, Verónica Bolón-Canedo, Sabela Ramos Garea, Jorge González Domínguez, Amparo Alonso-Betanzos, Juan Touriño Domínguez
Journal Journal of Computational Science Vol. 17 (pages 609 to 619)

Preprocessing in high dimensional datasets

Authors A. Alonso-Betanzos. Verónica Bolón-Canedo. Carlos Eiras-Franco. Laura Morán-Fernández. Borja Seijo-Pardo
Book Advances in Biomedical Informatics
Vol. 139 Publishing: Springer - Verlag.
ISBN: 978-3-319-67512-1
Pages From 145 to 195

Regression Tree Based Explanation for Anomaly Detection Algorithm
III Congreso XoveTIC
Autonomous

Authors López-Riobóo Botana, Íñigo, Carlos Eiras-Franco, Amparo Alonso-Betanzos
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)

Mantenimiento predictivo de motores de buques mediante aprendizaje automático
VIII Congreso Nacional de I+D en Defensa y Seguridad (DESEi+d2020)
National

Authors David Novoa-Paradela, Carlos Eiras-Franco, Óscar Fontenla-Romero, Óscar Lamas López, David Sanz-Muñoz
Organization CENTRO UNIVERSITARIO DE LA DEFENSA (CUD)
Place León (España)

Case Study of Anomaly Detection and Quality Control of Energy Efficiency and Hygrothermal Comfort in Buildings
8th International Conference on Data Science, Technology and Applications - DATA 2019
International

Authors Carlos Eiras-Franco, M. Flores, Verónica Bolón-Canedo, Sonia Zaragoza, Rubén Fernández-Casal, Salvador Naya, J. Tarrío-Saavedra
Place Praga (República Checa)

Método escalable basado en árboles para explicar interacciones de datos diádicos
Machine Learning Workhop Galicia 2019 (WGML2019)
Autonomous

Authors Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
Place Coruña, A (España)

Selección de características escalable con ReliefF mediante el uso de Hashing Sensible a la Localidad
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National

Authors Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
Place Granada (España)

Segmentación de mercado explicable sobre datos de alta dimensión
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National

Authors Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
Place Granada (España)

Interpretable market segmentation on high dimension data
XoveTIC 2018
Autonomous

Authors Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)

Scalable approximate k-NN graph construction based on Local Sensitivity Hashing
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International

Authors Amparo Alonso-Betanzos, Carlos Eiras-Franco, David Martínez-Rego
Place Brujas (Bélgica)

Paralelización de algoritmos de selección de características en la plataforma Weka
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
International

Authors Amparo Alonso-Betanzos, Carlos Eiras-Franco, Verónica Bolón-Canedo, Jaime Rodríguez, J. Touriño
Place Albacete (España)

Positions

Academic or management positions held by teacher.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)