Mostrando 10 resultados de: 31
Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(7)
CEUR Workshop Proceedings(4)
International Conference on Information and Knowledge Management, Proceedings(4)
20th International Workshop on the Web and Databases, WebDB 2017 - Web of Opinions: Truths, Beliefs, and Conficts(1)
AKBC 2013 - Proceedings of the 2013 Workshop on Automated Knowledge Base Construction, Co-located with CIKM 2013(1)
Área temáticas
Funcionamiento de bibliotecas y archivos(21)
Métodos informáticos especiales(6)
Ciencias de la computación(5)
Programación informática, programas, datos, seguridad(4)
Biblioteconomía y Documentación informatica(2)
Área de conocimiento
Ciencias de la computación(18)
Minería de datos(9)
Base de datos(5)
Aprendizaje automático(4)
Inteligencia artificial(4)
HiPaR: Hierarchical Pattern-Aided Regression
Conference ObjectAbstract: We introduce HiPaR, a novel pattern-aided regression method for data with both categorical and numerPalabras claves:linear regression, rule miningAutores:Luis Galarraga, Pelgrin O., Termier A.Fuentes:scopusEnabling completeness-aware querying in SPARQL
Conference ObjectAbstract: Current RDF knowledge bases (KBs) are highly incomplete. This incompleteness is a serious problem boPalabras claves:Autores:Hose K., Luis Galarraga, Razniewski S.Fuentes:scopusFast and Exact Rule Mining with AMIE 3
Conference ObjectAbstract: Given a knowledge base (KB), rule mining finds rules such as “If two people are married, then they lPalabras claves:Autores:Lajus J., Luis Galarraga, Suchanek F.M.Fuentes:scopusFast rule mining in ontological knowledge bases with AMIE+
ArticleAbstract: Recent advances in information extraction have led to huge knowledge bases (KBs), which capture knowPalabras claves:ILP, Inductive logic programming, Knowledge Bases, rule miningAutores:Hose K., Luis Galarraga, Suchanek F.M., Teflioudi C.Fuentes:scopusComputing how-provenance for sparql queries via query rewriting
Conference ObjectAbstract: Over the past few years, we have witnessed the emergence of large knowledge graphs built by extractiPalabras claves:Autores:Hernández D., Hose K., Luis GalarragaFuentes:scopusEffects of Locality and Rule Language on Explanations for Knowledge Graph Embeddings
Conference ObjectAbstract: Knowledge graphs (KGs) are key tools in many AI-related tasks such as reasoning or question answerinPalabras claves:explainable ai, knowledge graph embeddingsAutores:Luis GalarragaFuentes:scopusDiscovering Useful Compact Sets of Sequential Rules in a Long Sequence
Conference ObjectAbstract: We are interested in understanding the underlying generation process for long sequences of symbolicPalabras claves:long sequences, MDL, rule mining, sequential rulesAutores:Bourrand E., Fromont E., Galbrun E., Luis Galarraga, Termier A.Fuentes:scopusA student-oriented tool to support course selection in academic counseling sessions
Conference ObjectAbstract: Course selection and recommendation are important aspects of any academic counseling system. The LeaPalabras claves:Academic performance pbkp_rediction, Educational Data Mining, learning analyticsAutores:Alberto Jiménez, Doust M.P., Gonzalo Gabriel Méndez, James Castells, Luis Galarraga, Margarita Ortiz-RojasFuentes:scopusAIMLAI'20: Third Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence
Conference ObjectAbstract: The Third Workshop on "Advances in Interpretable Machine Learning and Artificial Intelligence" (AIMLPalabras claves:explainable ai, interpretability, Machine learningAutores:Bibal A., Bouadi T., Frénay B., Luis Galarraga, Oramas J.Fuentes:scopusAMIE: Association rule mining under incomplete evidence in ontological knowledge bases
Conference ObjectAbstract: Recent advances in information extraction have led to huge knowledge bases (KBs), which capture knowPalabras claves:ILP, Inductive logic programming, rule miningAutores:Hose K., Luis Galarraga, Suchanek F.M., Teflioudi C.Fuentes:scopus