Diego Fernández

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 12

Top Topics

User Preferences

Collaborative Filtering

Nearest Neighbor

Top Venues

Int. J. Uncertain. Fuzziness Knowl. Based Syst.

Inf. Process. Manag.

Publications

Manuel F. López-Vizcaíno, Francisco Javier Nóvoa, Diego Fernández, Fidel Cacheda
Measuring Early Detection of Anomalies. IEEE Access 10 (2022)
Pedro Fernández-Arruti, Alejandro Mosteiro Vázquez, Carlos Dafonte, Diego Fernández, Francisco Javier Nóvoa
Real-Time Network Auditing System Based on Low-Cost IoT Devices. UCAmI (2022)
Diego Fernández, Vreixo Formoso, Fidel Cacheda, Victor Carneiro
A Content-Based Approach to Profile Expansion. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28 (6) (2020)
Laura Vigoya, Diego Fernández, Victor Carneiro, Fidel Cacheda
Annotated Dataset for Anomaly Detection in a Data Center with IoT Sensors. Sensors 20 (13) (2020)
Diego Fernández, Vreixo Formoso, Fidel Cacheda, Victor Carneiro
HOPE (High Order Profile Expansion) for the New User Problem on Recommender Systems. CIRCLE (2020)
Manuel F. López-Vizcaíno, Carlos Dafonte, Francisco Javier Nóvoa, Daniel Garabato, Marco Antonio Álvarez, Diego Fernández
Network Data Flow Clustering based on Unsupervised Learning. NCA (2019)
Manuel F. López-Vizcaíno, Francisco Javier Nóvoa, Diego Fernández, Victor Carneiro, Fidel Cacheda
Early Intrusion Detection for OS Scan Attacks. NCA (2019)
Diego Fernández, Laura Vigoya, Fidel Cacheda, Francisco Javier Nóvoa, Manuel F. López-Vizcaíno, Victor Carneiro
A Practical Application of a Dataset Analysis in an Intrusion Detection System. NCA (2018)
Diego Fernández, Hugo Lorenzo, Francisco Javier Nóvoa, Fidel Cacheda, Victor Carneiro
Tools for managing network traffic flows: A comparative analysis. NCA (2017)
Diego Fernández, Francisco Javier Nóvoa, Fidel Cacheda, Victor Carneiro
Advancing Network Flow Information Using Collaborative Filtering. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 25 (Supplement-2) (2017)
Diego Fernández, Xacobe Macía da Silva, Francisco Javier Nóvoa, Fidel Cacheda, Victor Carneiro
Using Collaborative Filtering in a new domain: traffic analysis. CERI (2016)
Vreixo Formoso, Diego Fernández, Fidel Cacheda, Victor Carneiro
Distributed architecture for k-nearest neighbors recommender systems. World Wide Web 18 (4) (2015)
Vreixo Formoso, Diego Fernández, Fidel Cacheda, Victor Carneiro
Using profile expansion techniques to alleviate the new user problem. Inf. Process. Manag. 49 (3) (2013)
Vreixo Formoso, Diego Fernández, Fidel Cacheda, Victor Carneiro
Using rating matrix compression techniques to speed up collaborative recommendations. Inf. Retr. 16 (6) (2013)
Vreixo Formoso, Diego Fernández, Fidel Cacheda, Victor Carneiro
Using Neighborhood Pre-computation to Increase Recommendation Efficiency. KDIR (2012)
Fidel Cacheda, Victor Carneiro, Diego Fernández, Vreixo Formoso
Comparison of collaborative filtering algorithms: Limitations of current techniques and proposals for scalable, high-performance recommender systems. ACM Trans. Web 5 (1) (2011)
Fidel Cacheda, Victor Carneiro, Diego Fernández, Vreixo Formoso
Improving k-nearest neighbors algorithms: practical application of dataset analysis. CIKM (2011)
Fidel Cacheda, Victor Carneiro, Diego Fernández, Vreixo Formoso
Performance Evaluation of Large-scale Information Retrieval Systems Scaling Down. LSDS-IR@SIGIR (2010)
Ranieri Baraglia, Fidel Cacheda, Victor Carneiro, Diego Fernández, Vreixo Formoso, Raffaele Perego, Fabrizio Silvestri
Search shortcuts: a new approach to the recommendation of queries. RecSys (2009)