DANIEL
URDA MUÑOZ
Profesor Contratado Doctor Básico
Publikationen (80) Publikationen von DANIEL URDA MUÑOZ
2024
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A Clustering Extension of HUEPs for the Analysis of Performance Anomalies in Robots
Cybernetics and Systems, Vol. 55, Núm. 6, pp. 1357-1377
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Beta-Hebbian Learning to enhance unsupervised exploratory visualizations of Android malware families
Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 306-320
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Evaluating the impact of different Feature as a Counter data aggregation approaches on the performance of NIDSs and their selected features
Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 263-280
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Soft-Computing Techniques to Address Industrial and Environmental Challenges
Cybernetics and Systems, Vol. 55, Núm. 6, pp. 1311-1313
2023
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A Machine Learning Approach to Predict MRI Brain Abnormalities in Preterm Infants Using Clinical Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Benchmarking Classifiers for DDoS Attack Detection in Industrial IoT Networks
Lecture Notes in Networks and Systems
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Convolutional Neural Networks for Diabetic Retinopathy Grading from iPhone Fundus Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Defect Detection in Batavia Woven Fabrics by Means of Convolutional Neural Networks
Lecture Notes in Networks and Systems
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Dimensionality-Reduction Methods for the Analysis of Web Traffic
Lecture Notes in Networks and Systems
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Diseño del plan de estudios de “Grado en Tecnologías Digitalespara la Empresa. Mención Dual”
XXX Congreso Universitario de Innovación Educativa en las Enseñanzas Técnicas (CUIEET’30), Cartagena 19-21 julio 2023
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Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation
Applied Soft Computing
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Evaluating Classifiers’ Performance to Detect Attacks in Website Traffic
Lecture Notes in Networks and Systems
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Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid
Lecture Notes in Networks and Systems
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Non-linear Neural Models to Predict HRC Steel Price in Spain
Lecture Notes in Networks and Systems
2022
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A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical Characterisation
17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022)
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Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning
Logic Journal of the IGPL, Vol. 30, Núm. 6, pp. 1056-1073
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An Intelligent Visualisation Tool to Analyse the Sustainability of Road Transportation
Sustainability (Switzerland), Vol. 14, Núm. 2
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Computational intelligence applied to cybersecurity
Expert Systems
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Hourly pollutants forecasting using a deep learning approach to obtain the AQI
Logic Journal of the IGPL
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Improving the Reliability of Network Intrusion Detection Systems Through Dataset Integration
IEEE Transactions on Emerging Topics in Computing, Vol. 10, Núm. 4, pp. 1717-1732