Carlos Eiras-Franco

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Anomaly Detection

Top Venues

Decis. Support Syst.

Publications

Mariano Garralda-Barrio, Carlos Eiras-Franco, Verónica Bolón-Canedo
A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning. J. Parallel Distributed Comput. 189 (2024)
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability. Inf. Fusion 111 (2024)
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models. CoRR (2024)
Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco
Sustainable Transparency in Recommender Systems: Bayesian Ranking of Images for Explainability. CoRR (2023)
Jorge Meira, Carlos Eiras-Franco, Verónica Bolón-Canedo, Goreti Marreiros, Amparo Alonso-Betanzos
Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning. Inf. Sci. 607 (2022)
Jorge Paz-Ruza, Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
Sustainable Personalisation and Explainability in Dyadic Data Systems. KES (2022)
Iñigo López-Riobóo Botana, Carlos Eiras-Franco, Julio Hernandez-Castro, Amparo Alonso-Betanzos
Explanation Method for Anomaly Detection on Mixed Numerical and Categorical Spaces. CoRR (2022)
Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
Scalable feature selection using ReliefF aided by locality-sensitive hashing. Int. J. Intell. Syst. 36 (11) (2021)
Carlos Eiras-Franco, David Martínez-Rego, Leslie Kanthan, César Piñeiro, Antonio Bahamonde, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
NN Graph Construction Using Auto-tuned Locality-sensitive Hashing. ACM Trans. Intell. Syst. Technol. 11 (6) (2020)
Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
A scalable decision-tree-based method to explain interactions in dyadic data. Decis. Support Syst. 127 (2019)
Carlos Eiras-Franco, David Martínez-Rego, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde
Large scale anomaly detection in mixed numerical and categorical input spaces. Inf. Sci. 487 (2019)
Carlos Eiras-Franco, Miguel Flores, Verónica Bolón-Canedo, Sonia Zaragoza, Rubén Fernández-Casal, Salvador Naya, Javier Tarrío-Saavedra
Case Study of Anomaly Detection and Quality Control of Energy Efficiency and Hygrothermal Comfort in Buildings. DATA (2019)
Carlos Eiras-Franco, Leslie Kanthan, Amparo Alonso-Betanzos, David Martínez-Rego
Scalable approximate k-NN Graph construction based on Locality Sensitive Hashing. ESANN (2017)
Carlos Eiras-Franco, Verónica Bolón-Canedo, Sabela Ramos, Jorge González-Domínguez, Amparo Alonso-Betanzos, Juan Touriño
Multithreaded and Spark parallelization of feature selection filters. J. Comput. Sci. 17 (2016)