Listar Grupos de investigación por autor "Corchado, Emilio"
Mostrando ítems 1-9 de 9
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A novel ensemble Beta-scale invariant map algorithm
Quintián, Héctor; Corchado, Emilio (Institute of Electrical and Electronics Engineers Inc., 2020-06-11)[Abstract]: This research presents a novel topology preserving map (TPM) called Weighted Voting Supervision -Beta-Scale Invariant Map (WeVoS-Beta-SIM), based on the application of the Weighted Voting Supervision (WeVoS) ... -
Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning
Quintián, Héctor; Jove, Esteban; Casteleiro-Roca, José-Luis; Urda Muñoz, Daniel; Arroyo, Ángel; Calvo-Rolle, José Luis; Herrero, Alvaro; Corchado, Emilio (Oxford University Press, 2022-12)[Abstract] Detecting intrusions in large networks is a highly demanding task. In order to reduce the computation demand of analysing every single packet travelling along one of such networks, some years ago flows were ... -
Beta-Hebbian Learning to enhance unsupervised exploratory visualizations of Android malware families
Basurto, Nuño; García-Prieto, Diego; Quintián, Héctor; Urda Muñoz, Daniel; Calvo-Rolle, José Luis; Corchado, Emilio (Oxford University Press, 2024-05-20)[Abstract] As it is well known, mobile phones have become a basic gadget for any individual that usually stores sensitive information. This mainly motivates the increase in the number of attacks aimed at jeopardizing ... -
Comparative study of imputation algorithms applied to the prediction of student performance
Crespo Turrado, Concepción; Casteleiro-Roca, José-Luis; Sánchez Lasheras, Fernando; López-Vázquez, José-Antonio; De Cos Juez, Francisco Javier; Pérez Castelo, Francisco Javier; Calvo-Rolle, José Luis; Corchado, Emilio (Oxford University Press, 2019-12-27)[Abstract]: Student performance and its evaluation remain a serious challenge for education systems. Frequently, the recording and processing of students’ scores in a specific curriculum have several f laws for various ... -
Editorial: Special issue HAIS20
de la Cal, Enrique A.; Villar, José R.; Quintián, Héctor; Corchado, Emilio (Oxford University Press, 2023-04) -
Editorial: Special issue HAIS20
de la Cal, en; Villar, José R.; Quintián, Héctor; Corchado, Emilio (Oxford University Press, 2023-04) -
Editorial: Special issue SOCO 2020
de la Cal, Enrique A.; Villar, José R.; Quintián, Héctor; Corchado, Emilio (Oxford University Press, 2023-08) -
Gaining deep knowledge of Android malware families through dimensionality reduction techniques
Vega-Vega, Rafael A.; Quintián, Héctor; Calvo-Rolle, José Luis; Herrero, Alvaro; Corchado, Emilio (Oxford University Press, 2019-04)[Abstract] This research proposes the analysis and subsequent characterisation of Android malware families by means of low dimensional visualisations using dimensional reduction techniques. The well-known Malgenome data ... -
Intrusion Detection With Unsupervised Techniques for Network Management Protocols Over Smart Grids
Vega-Vega, Rafael A.; Chamoso, Pablo; González Briones, Alfonso; Casteleiro-Roca, José-Luis; Jove, Esteban; Meizoso-López, María-Carmen; Rodríguez Gómez, Benigno Antonio; Quintián, Héctor; Herrero, Alvaro; Matsui, Kenji; Corchado, Emilio; Calvo-Rolle, José Luis (MDPI AG, 2020-03-27)[Abstract] The present research work focuses on overcoming cybersecurity problems in the Smart Grid. Smart Grids must have feasible data capture and communications infrastructure to be able to manage the huge amounts of ...