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Publications of Bernd Gutmann

period 2010 - 2015

Articles in internationally reviewed journals

3 references

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Article in book, internationally recognised scientific publisher

1 reference
  • De Raedt, Luc; Kimmig, Angelika; Gutmann, Bernd; Kersting, Kristian; Santos Costa, Vitor; Toivonen, Hannu. Probabilistic inductive querying using ProbLog, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Inductive Databases and Constraint-Based Data Mining, pages 229-262, Springer, 2010 DOI PDF BibTeX

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Papers at international conferences and symposia, published in full in proceedings

7 references
  • Fierens, Daan; Van den Broeck, Guy; Thon, Ingo; Gutmann, Bernd; De Raedt, Luc. Inference in probabilistic logic programs using weighted CNF's, Gagliardi Cozman, Fabio; Pfeffer, Avi (eds.), Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI), pages 211-220, Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, 14-17 July 2011 PDF BibTeX
  • Gutmann, Bernd; Thon, Ingo; De Raedt, Luc. Learning the parameters of probabilistic logic programs from interpretations, See also ERRATUM, Gunopulos, Dimitrios; Hofmann, Thomas; Malerba, Donato; Vazirgiannis, Michalis (eds.), Machine Learning and Knowledge Discovery in Databases, Lecture Notes in Computer Science, volume 6911, pages 581-596, Springer, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens, Greece, 5-9 September 2011 DOI PDF PDF BibTeX
  • Antanas, Laura; Gutmann, Bernd; Thon, Ingo; Kersting, Kristian; De Raedt, Luc. Combining video and sequential statistical relational techniques to monitor card games, Online Proceedings of ICML Workshop on Machine Learning and Games (oral Presentation), pages 1-6, ICML Workshop on Machine Learning and Games, Haifa, Israel, 25 June 2010 PDF BibTeX
  • Antanas, Laura; Gutmann, Bernd; Thon, Ingo; Kersting, Kristian; De Raedt, Luc. Combining video and sequential statistical relational techniques to monitor card games, Proceedings of the Annual Belgian-Dutch Conference on Machine Learning, pages 1-6, Belgian-Dutch Conference on Machine Learning, Leuven, Belgium, 27-28 May 2010 PDF BibTeX
  • Bruynooghe, Maurice; Mantadelis, Theofrastos; Kimmig, Angelika; Gutmann, Bernd; Vennekens, Joost; Janssens, Gerda; De Raedt, Luc. ProbLog technology for inference in a probabilistic first order logic, Coelho, Helder; Studer, Rudi; Woolridge, Michael (eds.), ECAI 2010 - 19th European Conference on Artificial Intelligence, pages 719-724, IOS Press, European Conference on Artificial Intelligence, Lisbon, Portugal, 16-20 August 2010 DOI PDF PDF BibTeX
  • Gutmann, Bernd; Jaeger, Manfred; De Raedt, Luc. Extending ProbLog with continuous distributions, Frasconi, Paolo; Lisi, Francesa Alessandra (eds.), Inductive Logic Programming, Lecture Notes in Computer Science, volume 6489, pages 76-91, Springer, International Conference on Inductive Logic Programming (ILP), Florence, Italy, 27-30 June 2010 DOI PDF PDF BibTeX
  • Natarajan, Sriraam; Khot, Tushar; Kersting, Kristian; Gutmann, Bernd; Shavlik, Jude. Boosting relational dependency networks, Frasconi, Paolo; Lisi, Francesa Alessandra (eds.), Online Proceedings of the International Conference on Inductive Logic Programming 2010, pages 1-8, International Conference on Inductive Logic Programming (ILP), Florence, Italy, 27-30 June 2010 PDF BibTeX

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Meeting abstracts, presented at international conferences and symposia

1 reference
  • Thon, Ingo; Gutmann, Bernd; Van den Broeck, Guy. Probabilistic programming for planning problems, Kersting, Kristian; Russell, Stuart; Pack Kaelbling, Leslie; Halevy, Alon; Natarajan, Sriraam; Mihalkova, Lilyana (eds.), Statistical Relational AI workshop, Atlanta, USA, 12. July 2010 PDF BibTeX

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Thesis

1 reference
  • Gutmann, Bernd. On Continuous Distributions and Parameter Estimation in Probabilistic Logic Programs , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, October 2011, 191 pages, isbn: 978-946-018-422-2, De Raedt, Luc (supervisor) PDF BibTeX

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Internal reports

3 references
  • Fierens, Daan; Van den Broeck, Guy; Thon, Ingo; Gutmann, Bernd; De Raedt, Luc. Inference in probabilistic logic programs using weighted CNF's, CW Reports, volume CW607, 14 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, June 2011 PDF BibTeX
  • Gutmann, Bernd; Kimmig, Angelika; Kersting, Kristian; De Raedt, Luc. Parameter estimation in ProbLog from annotated queries, CW Reports, volume CW583, 34 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, April 2010 PDF BibTeX
  • Gutmann, Bernd; Thon, Ingo; De Raedt, Luc. Learning the parameters of probabilistic logic programs from interpretations, CW Reports, volume CW584, 13 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, June 2010 PDF BibTeX

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Misc.

1 reference
  • Kimmig, Angelika; Gutmann, Bernd; Mantadelis, Theofrastos; Van den Broeck, Guy; Santos Costa, Vitor; Janssens, Gerda; De Raedt, Luc. ProbLog, ALP Newsletter, 3 pages, June 2011 PDF BibTeX

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No publications found for the period 2010-2015 and the types

  • Articles in internationally reviewed journals (professional)
  • Articles in other journals
  • Articles in other journals (professional)
  • Books, internationally recognised scientific publisher; as author
  • Books, internationally recognised scientific publisher; as author (professional)
  • Other published books; as author
  • Other published books; as author (professional)
  • Books, internationally recognised scientific publisher; as editor
  • Books, internationally recognised scientific publisher; as editor (professional)
  • Other published books; as editor
  • Other published books; as editor (professional)
  • Article in book, internationally recognised scientific publisher (professional)
  • Article in other published book
  • Article in other published book (professional)
  • Papers at international conferences and symposia, published in full in proceedings (professional)
  • Papers at other conferences and symposia, published in full in proceedings
  • Papers at other conferences and symposia, published in full in proceedings (professional)
  • Meeting abstracts, presented at international conferences and symposia (professional)
  • Meeting abstracts, presented at other conferences and symposia
  • Meeting abstracts, presented at other conferences and symposia (professional)
  • Review
  • Translation without scientific introduction
  • Scientific popularisation
  • External reports
 
Last update local database Wed Jan 23 2019 7:19 am; It contains 37 publications of Bernd Gutmann.

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