Me intereso en mejorar la eficiancia y eficacia en el descubrimiento, integración y procesamiento de datos y resultados científicos. Mi trabajo se enfoca en la realización y aplicación de infraestructura cibernética usando la Red Semántica.
Actualmente soy la líder del Grupo de Investigación en el Conocimiento en el Centro de Excelencia Cyber-ShARE en UTEP.
Forme parte del Laboratorio Dumontier - Grupo de Red Semántica bajo la supervisión del Dr. Michel Dumontier.
Mi trabajo de tesis es la creación semi-automática de bases de conocimientos basados en la Red Semántica para investigación biológica..
He trabajado en las areas de Robótica, Computación Evolutiva, Minería de datos y otras áreas de Inteligencia Artificial.
Publicaciones relevantes
Artículos en Revistas Indexadas (Journals)
- M. Dumontier, L. Ferres, N. Villanueva-Rosales. "Modeling and Querying Graphical Representations of Statistical Data" 2009. Journal of Web Semantics. Aceptado
- M. Dumontier, N Villanueva-Rosales."Towards Pharmacogenomics Knowledge Discovery on the Semantic Web" 2009. Briefings in Bioinformatics. [Website]
- N. Villanueva-Rosales and M. Dumontier. "yOWL: an Ontology-Driven Knowledge Base for Yeast Biologists" 2008. Journal of Biomedical Informatics. [Website]
Artículos en conferencias/simposiums
- N. Del Rio, N. Villanueva-Rosales, D. Pennington, K. Benedict, A.Stewart, C.J. Grady. "ELSEWeb meets SADI: Supporting Data-to-Model Integration for Biodiversity Forecasting" 2013. AAAI Fall Symposium on Discovery Informatics. Accepted.
- A. Gandara, N. Villanueva-Rosales. "Documenting and Sharing Scientific Research over the Semantic Web" 2012. International Conference on Knowledge Management and Knowledge Technologies (i-KNOW'12). Graz, Austria. [Website]
- N. Villanueva-Rosales, M. Dumontier. "Semi-automated Extraction of Biological Knowledge Bases using Semantic Web" 2009. 2nd Canadian Semantic Web Working Symposium (CSWWS09), Kelowna, Canada. [PDF]
- M Dumontier, N Villanueva-Rosales."Towards Pharmacogenomics Knowledge Discovery on the Semantic Web" 2008. Briefings in Bioinformatics. En publicacion.
- M. Dumontier, L. Ferres, N. Villanueva-Rosales "Semantic Annotation and Question Answering of Statistical Graphs" 2008. 7th Mexican International Conference on Artificial Intelligence (MICAI 2008), Mexico City, Mexico [Website]
- N. Villanueva-Rosales "Semi-automated Building of Semantic Web Knowledge Bases for Biological Research" 2008. 7th Mexican International Conference on Artificial Intelligence (MICAI 2008) Doctoral Consortium, Mexico City, Mexico [Website]
- N. Villanueva-Rosales and M. Dumontier. "yOWL: an Ontology-Driven Knowledge Base for Yeast Biologists" 2008. Journal of Biomedical Informatics. Publicacion electronica, mayo 11, 2008. [Website]
- M. Dumontier and N. Villanueva-Rosales. "Modeling Life Science Knowledge with OWL 1.1" 2008. OWL Experiences and Design (OWLED-DC 2008), Washington DC, USA. [PDF]
- M. Dumontier, M. Faizan, Joseph Obeng and N. Villanueva-Rosales. "Modeling the Pharmacogenomics of Depression with OWL 1.1" 2008. Semantic Web for Health Care and Life Sciences (HCLS 2008), colocated with World Wide Web Conference (WWW2008), Beijing, China.[PDF]
- N. Villanueva-Rosales and M. Dumontier. "Three-Layer OWL Ontology Design". Second International Workshop on Modular Ontologies, Whistler, Canada. [PDF]
- L. Ferres, M. Dumontier and N. Villanueva-Rosales. "Semantic Query Answering with Time-Series Graphs". The 3rd International Workshop on Vocabularies, Ontologies and Rules for The Enterprise (VORTE 2007), Annapolis, USA.[Website]
- A. De Leon-Battista, N. Villanueva-Rosales, M. Palenychka, and M. Dumontier. "SMART: A Web-Based, Ontology-Driven, Semantic Web Query Answering Application". Semantic Web Challenge, International Semantic Web Conference (ISWC 2007), Busan, South Korea.[PDF]
- N. Villanueva-Rosales and M. Dumontier. "Describing chemical functional groups in OWL-DL for the classification of chemical compounds". OWL: Experiences and Directions (OWLED 2007), Innsbruck, Austria. [PDF]
- N. Villanueva-Rosales, K. Osbahr and M. Dumontier. "Towards a Semantic Knowledge Base for Yeast Biologists". First International Workshop on Health Care and Life Sciences Data Integration for the Semantic Web (HCLS-DI 2007), colocated with World Wide Web Conference (WWW2007), Banff, Canada. [PDF]
natalia[arroba]natalia-villanueva.com