Teoría de la Señal y Comunicaciones e Ingeniería Telemática
Departament
Universidad de Deusto
Bilbao, EspañaPublicacions en col·laboració amb investigadors/es de Universidad de Deusto (86)
2024
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Application of Machine Learning Techniques to Help in the Feature Selection Related to Hospital Readmissions of Suicidal Behavior
International Journal of Mental Health and Addiction, Vol. 22, Núm. 1, pp. 216-237
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Automatic classification of the physical surface in sound uroflowmetry using machine learning methods
Eurasip Journal on Audio, Speech, and Music Processing, Vol. 2024, Núm. 1
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Strategic Bandwidth Allocation for QoS in IoT Gateway: Predicting Future Needs Based on IoT Device Habits
IEEE Access, Vol. 12, pp. 6590-6603
2023
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A Protocol for Microclimate-Related Street Assessment and the Potential of Detailed Environmental Data for Better Consideration of Microclimatology in Urban Planning
Sustainability (Switzerland), Vol. 15, Núm. 10
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NLOS Detection Generated by Body Shadowing in a 6.5 GHz UWB Localization System Using Machine Learning
IEEE Sensors Journal, Vol. 23, Núm. 17, pp. 20400-20411
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Predicting Genetic Disorder and Types of Disorder Using Chain Classifier Approach
Genes, Vol. 14, Núm. 1
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Remote Pedestrian Localization Systems for Resource-Constrained Environments: A Systematic Review
IEEE Access, Vol. 11, pp. 36865-36889
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UroSound: A Smartwatch-Based Platform to Perform Non-Intrusive Sound-Based Uroflowmetry
IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 5, pp. 2166-2177
2022
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A Fair Performance Comparison between Complex-Valued and Real-Valued Neural Networks for Disease Detection
Diagnostics, Vol. 12, Núm. 8
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Analysis of the Effects of Lockdown on Staff and Students at Universities in Spain and Colombia Using Natural Language Processing Techniques
International Journal of Environmental Research and Public Health, Vol. 19, Núm. 9
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Are AI systems biased against the poor? A machine learning analysis using Word2Vec and GloVe embeddings
AI and Society
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Emotion Processing by Applying a Fuzzy-Based Vader Lexicon and a Parallel Deep Belief Network Over Massive Data
IEEE Access, Vol. 10, pp. 87870-87899
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Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings
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Natural language processing analysis applied to COVID-19 open-text opinions using a distilBERT model for sentiment categorization
AI and Society
2021
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A MapReduce Opinion Mining for COVID-19-Related Tweets Classification Using Enhanced ID3 Decision Tree Classifier
IEEE Access, Vol. 9, pp. 58706-58739
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A Survey of Machine Learning in Pedestrian Localization Systems: Applications, Open Issues and Challenges
IEEE Access, Vol. 9, pp. 120138-120157
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Deep Learning for Heart Sounds Classification Using Scalograms and Automatic Segmentation of PCG Signals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Executive functioning in adults with down syndrome: Machine-learning-based prediction of inhibitory capacity
International Journal of Environmental Research and Public Health, Vol. 18, Núm. 20
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Melanoma diagnosis using deep learning techniques on dermatoscopic images
BMC Medical Imaging, Vol. 21, Núm. 1
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Performance Evaluation of Different Grade IMUs for Diagnosis Applications in Land Vehicular Multi-Sensor Architectures
IEEE Sensors Journal, Vol. 21, Núm. 3, pp. 2658-2668