Edgar Gonzàlez i Pellicer, 2006–2012
This repository contains clustering code written during my PhD thesis:
- Edgar Gonzàlez
Unsupervised learning of relation detection patterns
PhD Thesis, Artificial Intelligence program
Departament de Llenguages i Sistemes Informàtics (LSI), Universitat Politècnica de Catalunya (UPC)
June 2012
In particular, it was used to run experiments for the published papers:
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Edgar Gonzàlez, Jordi Turmo
Non-Parametric document clustering by ensemble methods
Procesamiento del Lenguage Natural, 40, p. 91–98, 2008 -
Edgar Gonzàlez, Jordi Turmo
Comparing non-parametric ensemble methods for document clustering
Conference on Application of Natural Language to Information Systems (NLDB), p. 245–256, 2008 -
Edgar Gonzàlez, Jordi Turmo
Unsupervised relation extraction by massive clustering
IEEE International Conference on Data Mining (ICDM), p. 782–787, 2009 -
Edgar Gonzàlez, Jordi Turmo
Unsupervised ensemble minority clustering
Machine Learning, 98, p. 217–268, 2015
Code was developed using the 3.x version series of GNU Octave.
This work was supported by the European Comission project (CHIL: IST-2004-506909), the Spanish Ministry of Science and Innovation (Text-Mess: TIN2006-15265-C06, KNOW2: TIN2009-14715-C04-04), the Catalan Ministry of Universities, Research and Information Society (DURSI), and the European Social Fund. The research group, TALP Research Center, was recognized as a Quality Research Group (2001 SGR 00254) by DURSI.