Papers
Morphing projections in biomedicine
- Enguita, Jose María, Díaz, Ignacio, García, Diego, Cubiella, Tamara, Chiara, María-Dolores, and Valdés, Nuria, "Visual analytics identifies key miRNAs for differentiating peripancreatic paraganglioma and pancreatic neuroendocrine tumors". Frontiers in Endocrinology. 14, 2023. DOI: https://doi.org/10.3389/FENDO.2023.1162725
- Enguita, José M.; García, Diego; Chiara, María D.; Valdés Gallego, Nuria; González, Ana; Cuadrado, Abel A.; Díaz, Ignacio "Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave". In ESANN 2022 proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2022. DOI: https://doi.org/10.14428/ESANN/2022.ES2022-31, (poster), (video)
- Celada, Lucía, Cubiella, Tamara, San-Juan-Guardado, Jaime, San José Martínez, Andrés, Valdés, Nuria, Jiménez-Fonseca, Paula, Díaz, Ignacio, Enguita, Jose María, Astudillo, Aurora, Álvarez-González, Enol, Sierra, Luisa María, and Chiara, María-Dolores, "Differential HIF2α Protein Expression in Human Carotid Body and Adrenal Medulla under Physiologic and Tumorigenic Conditions". Cancers. 14(12), 2022. DOI: https://doi.org/10.3390/CANCERS14122986
- Díaz, Ignacio; Enguita, José M; González, Ana; García, Diego; Cuadrado, Abel A.; Chiara, María D; Valdés, Nuria, "Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets". Bioinformatics (Oxford, England). 37(11): 1571-1580, 2021. DOI: https://doi.org/10.1093/BIOINFORMATICS/BTAA989 (📌 main paper)
Morphing projections for energy analytics
- Garcia-Perez, Diego; Diaz-Blanco, Ignacio; Enguita-Gonzalez, Jose M.; Menéndez, Jorge; Cuadrado-Vega, Abel A. "Interactive Machine Learning-Powered Dashboard for Energy Analytics in Residential Buildings". In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2024. pp. 339-344, 2024. DOI: https://doi.org/10.14428/ESANN/2024.ES2024-130, (poster), (github), (demo app)
- Perez, Daniel; Díaz, Ignacio; Cuadrado, Abel A.; Garćia-Fernández, Francisco J.; Diez, Alberto B.; Domínguez, Manuel "Power-consumption analysis through web-based visual data exploration". In IFAC Proceedings Volumes (IFAC-PapersOnline), A-2361 Laxenburg. pp. 11257-11262, 2014.
- Díaz, Ignacio; Domínguez, Manuel; Cuadrado, Abel A.; Diez, Alberto B.; Fuertes, Juan J. "MorphingProjections: Interactive Visualization of Electric Power Demand Time Series". In Eurographics Conference on Visualization (EuroVis). pp. 121-125, 2012.
Videos and talks
