Emir Muñoz

Computer Science Researcher


Emir Muñoz
Emir Muñoz
I'm a PhD Student at the National University of Ireland (NUI) Galway and Researcher at Fujitsu Ireland Ltd. I started the PhD programme on February 2014. Before that I worked as Research Assistant at Digital Enterprise Research Institute (DERI, now INSIGHT) since October 2012. I am also a Computer Engineer and I hold a Master degree in Computer Engineering both from University of Santiago de Chile.

My general research interests fall into Databases, Web Data Mining, and Artificial Intelligence, with specific interests on Machine Learning from Structured Data and Knowledge Graphs, Statistical Relational Learning, and Semantic Web and Linked Data. Currently, focused on knowledge graphs and the analysis of their structure, constraints, and completeness.

Latest news

  • NEW (17/07/2017) Our paper 'Facilitating Prediction of Adverse Drug Reactions by Using Knowledge Graphs and Multi-Label Learning Models' has been accepted at Briefings in Bioinformatics 2017
  • NEW (22/06/2017) Our paper 'Regularizing Neural Knowledge Graph Embeddings via Equivalence and Inversion Axioms' has been accepted at ECML-PKDD 2017 (acceptance rate of 27%)
  • NEW (24/05/2017) Our paper 'Mining Cardinalities from Knowledge Bases' has been accepted at DEXA 2017
  • NEW (04/04/2017) Our paper 'Identifying Equivalent Relation Paths in Knowledge Graphs' has been accepted at LDK 2017