Ignacio Díaz Blanco
Orcid: 0000-0003-0420-2315Affiliations:
- University of Oviedo, Gijón, Spain
According to our database1,
Ignacio Díaz Blanco
authored at least 51 papers
between 2001 and 2024.
Collaborative distances:
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Bibliography
2024
Machine Learning for Inverter-Fed Motors Monitoring and Fault Detection: An Overview.
IEEE Access, 2024
2023
Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction.
IEEE J. Biomed. Health Informatics, June, 2023
Visualizing Cell Motility Patterns from Time Lapse Videos with Interactive 2D Maps Generated with Deep Autoencoders.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023
Visual Analytics Tools for the Study of Complex Problems in Engineering and Biomedicine.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023
Proceedings of the Engineering Applications of Neural Networks, 2023
2022
Health indicator for machine condition monitoring built in the latent space of a deep autoencoder.
Reliab. Eng. Syst. Saf., 2022
Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders.
Comput. Electr. Eng., 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
2021
Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings.
IEEE Trans. Smart Grid, 2021
Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets.
Bioinform., 2021
2020
Estimating cooling production and monitoring efficiency in chillers using a soft sensor.
Neural Comput. Appl., 2020
2019
Sensors, 2019
Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers.
Proceedings of the Engineering Applications of Neural Networks, 2019
2018
Comput. Ind., 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
Comput. Graph. Forum, 2017
Latent variable analysis in hospital electric power demand using non-negative matrix factorization.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
Neurocomputing, 2015
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015
2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
2013
Eng. Appl. Artif. Intell., 2013
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques.
Eng. Appl. Artif. Intell., 2013
Interactive Visualization and Feature Transformation for Multidimensional Data Projection.
Proceedings of the 1st International Workshop on Visual Analytics Using Multidimensional Projections, 2013
Stability Comparison of Dimensionality Reduction Techniques Attending to Data and Parameter Variations.
Proceedings of the 1st International Workshop on Visual Analytics Using Multidimensional Projections, 2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
2012
Expert Syst. Appl., 2012
Proceedings of the 14th Eurographics Conference on Visualization, 2012
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
Proceedings of the Engineering Applications of Neural Networks, 2012
Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques.
Proceedings of the Engineering Applications of Neural Networks, 2012
2011
Proceedings of the Engineering Applications of Neural Networks, 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes.
Eng. Appl. Artif. Intell., 2010
Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes.
Proceedings of the Artificial Neural Networks, 2010
Proceedings of the Artificial Neural Networks, 2010
2009
Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps.
Proceedings of the Engineering Applications of Neural Networks, 2009
2008
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes.
Expert Syst. Appl., 2008
2007
Internet-based remote supervision of industrial processes using self-organizing maps.
Eng. Appl. Artif. Intell., 2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Artificial Neural Networks, 2007
2004
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004
2003
Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003
2002
Proceedings of the Artificial Neural Networks, 2002
2001
Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions.
Proceedings of the Artificial Neural Networks, 2001
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001