Publications of Ingo Thon

period 2008 - 2013

Articles in internationally reviewed journals

4 references

• Fierens, Daan; Van den Broeck, Guy; Renkens, Joris; Shterionov, Dimitar; Gutmann, Bernd; Thon, Ingo; Janssens, Gerda; De Raedt, Luc. Inference and learning in probabilistic logic programs using weighted Boolean formulas, Theory and Practice of Logic Programming, 2013 (Accepted)

  @article{392821,
    author = "Fierens, Daan and Van den Broeck, Guy and Renkens, Joris and Shterionov, Dimitar and Gutmann, Bernd and Thon, Ingo and Janssens, Gerda and De Raedt, Luc",
    title = "Inference and learning in probabilistic logic programs using weighted {B}oolean formulas",
    journal = "Theory and Practice of Logic Programming",
    year = "2013",
    note = "Accepted",
    url = "https://lirias.kuleuven.be/handle/123456789/392821",
  }
  

• Gutmann, Bernd; Thon, Ingo; Kimmig, Angelika; Bruynooghe, Maurice; De Raedt, Luc. The magic of logical inference in probabilistic programming, Theory and Practice of Logic Programming, volume 11, pages 663-680, 2011

  @article{307537,
    author = "Gutmann, Bernd and Thon, Ingo and Kimmig, Angelika and Bruynooghe, Maurice and De Raedt, Luc",
    title = "The magic of logical inference in probabilistic programming",
    journal = "Theory and Practice of Logic Programming",
    volume = "11",
    pages = "663--680",
    month = Jul,
    year = "2011",
    doi = "10.1017/S1471068411000238",
    url = "https://lirias.kuleuven.be/handle/123456789/307537",
  }
  

• Thon, Ingo; Niels, Landwehr; De Raedt, Luc. Stochastic relational processes: Efficient inference and applications, Machine Learning, volume 82, issue 2, pages 239-272, 2011

  @article{272983,
    author = "Thon, Ingo and Niels, Landwehr and De Raedt, Luc",
    title = "Stochastic relational processes: {E}fficient inference and applications",
    journal = "Machine Learning",
    volume = "82",
    number = "2",
    pages = "239--272",
    month = Feb,
    year = "2011",
    doi = "10.1007/s10994-010-5213-8",
    url = "https://lirias.kuleuven.be/handle/123456789/272983",
  }
  

• Landwehr, Niels; Gutmann, Bernd; Thon, Ingo; Philipose, Matthai; De Raedt, Luc. Relational transformation-based tagging for activity recognition, Fundamenta Informaticae, volume 89, pages 111-129, 2008

  @article{207360,
    author = "Landwehr, Niels and Gutmann, Bernd and Thon, Ingo and Philipose, Matthai and De Raedt, Luc",
    title = "Relational transformation-based tagging for activity recognition",
    journal = "Fundamenta Informaticae",
    volume = "89",
    pages = "111--129",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/207360",
  }
  

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

14 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.), Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, 14-17 July 2011, Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI), pages 211-220

  @inproceedings{310668,
    author = "Fierens, Daan and Van den Broeck, Guy and Thon, Ingo and Gutmann, Bernd and De Raedt, Luc",
    title = "Inference in probabilistic logic programs using weighted {CNF}'s",
    booktitle = "Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI), ",
    editor = "Gagliardi Cozman, Fabio and Pfeffer, Avi",
    pages = "211--220",
    month = Jul,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/310668",
  }
  

• 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.), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens, Greece, 5-9 September 2011, Machine Learning and Knowledge Discovery in Databases, volume 6911, pages 581-596, Springer

  @inproceedings{310534,
    author = "Gutmann, Bernd and Thon, Ingo and De Raedt, Luc",
    title = "Learning the parameters of probabilistic logic programs from interpretations",
    booktitle = "Machine Learning and Knowledge Discovery in Databases, ",
    editor = "Gunopulos, Dimitrios and Hofmann, Thomas and Malerba, Donato and Vazirgiannis, Michalis",
    publisher = "Springer",
    location = "Berlin / Heidelberg",
    pages = "581--596",
    year = "2011",
    doi = "10.1007/978-3-642-23780-5\_{}47",
    url = "https://lirias.kuleuven.be/handle/123456789/310534",
  }
  

• Antanas, Laura; Gutmann, Bernd; Thon, Ingo; Kersting, Kristian; De Raedt, Luc. Combining video and sequential statistical relational techniques to monitor card games, ICML Workshop on Machine Learning and Games, Haifa, Israel, 25 June 2010, Online Proceedings of ICML Workshop on Machine Learning and Games (oral Presentation), pages 1-6

  @inproceedings{270071,
    author = "Antanas, Laura and Gutmann, Bernd and Thon, Ingo and Kersting, Kristian and De Raedt, Luc",
    title = "Combining video and sequential statistical relational techniques to monitor card games",
    booktitle = "Online Proceedings of ICML Workshop on Machine Learning and Games  (oral Presentation), ",
    pages = "1--6",
    month = Jun,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/270071",
  }
  

• Antanas, Laura; Gutmann, Bernd; Thon, Ingo; Kersting, Kristian; De Raedt, Luc. Combining video and sequential statistical relational techniques to monitor card games, Belgian-Dutch Conference on Machine Learning, Leuven, Belgium, 27-28 May 2010, Proceedings of the Annual Belgian-Dutch Conference on Machine Learning, pages 1-6

  @inproceedings{268464,
    author = "Antanas, Laura and Gutmann, Bernd and Thon, Ingo and Kersting, Kristian and De Raedt, Luc",
    title = "Combining video and sequential statistical relational techniques to monitor card games",
    booktitle = "Proceedings of the Annual Belgian-Dutch Conference on Machine Learning, ",
    pages = "1--6",
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/268464",
  }
  

• De Raedt, Luc; Thon, Ingo. Probabilistic rule learning, Paolo, Frasconi; Lisi, Francesa Alessandra (eds.), International Conference on Inductive Logic Programming (ILP), Florence, Italy, 27-30 June 2010, Lecture Notes in Computer Science, Inductive Logic Programming - 20th International Conference, ILP 2010, volume 6489, pages 47-58

  @inproceedings{296011,
    author = "De Raedt, Luc and Thon, Ingo",
    title = "Probabilistic rule learning",
    booktitle = "Lecture Notes in Computer Science, Inductive Logic Programming - 20th International Conference, ILP 2010, ",
    editor = "Paolo, Frasconi and Lisi, Francesa Alessandra",
    pages = "47--58",
    year = "2010",
    doi = "10.1007/978-3-642-21295-6\_{}9",
    url = "https://lirias.kuleuven.be/handle/123456789/296011",
  }
  

• Thon, Ingo. Don't fear optimality: Sampling for probabilistic-logic sequence models, International conference on Inductive Logic Programming edition, Leuven, Belgium, 1-4 July 2009, Lecture Notes in Computer Science, volume 5989, pages 226-233, Springer, 2010

  @inproceedings{270069,
    author = "Thon, Ingo",
    title = "Don't fear optimality: {S}ampling for probabilistic-logic sequence models",
    booktitle = "Lecture Notes in Computer Science, ",
    publisher = "Springer",
    pages = "226--233",
    month = Sep,
    year = "2010",
    doi = "10.1007/978-3-642-13840-9\_{}22",
    url = "https://lirias.kuleuven.be/handle/123456789/270069",
  }
  

• Van den Broeck, Guy; Thon, Ingo; van Otterlo, Martijn; De Raedt, Luc. DTProbLog: A decision-theoretic probabilistic Prolog, Fox, Maria; Poole, David (eds.), AAAI Conference on Artificial Intelligence, Atlanta, Georgia, USA, 11-15 July 2010, Proceedings of the Twenty-fourth AAAI Conference on Artificial Intelligence, pages 1217-1222, AAAI Press

  @inproceedings{270066,
    author = "Van den Broeck, Guy and Thon, Ingo and van Otterlo, Martijn and De Raedt, Luc",
    title = "{DTP}rob{L}og: {A} decision-theoretic probabilistic {P}rolog",
    booktitle = "Proceedings of the Twenty-fourth AAAI Conference on Artificial Intelligence, ",
    editor = "Fox, Maria and Poole, David",
    publisher = "AAAI Press",
    location = "Menlo Park, California",
    pages = "1217--1222",
    month = Jul,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/270066",
  }
  

• Antanas, Laura; Thon, Ingo; van Otterlo, Martijn; Landwehr, Niels; De Raedt, Luc. Probabilistic logical sequence learning for video, De Raedt, Luc (ed.), Inductive Logic Programming, Leuven, Belgium, 2-4 July 2009, Online Proceedings of the International Conference on Inductive Logic Programming

  @inproceedings{233212,
    author = "Antanas, Laura and Thon, Ingo and van Otterlo, Martijn and Landwehr, Niels and De Raedt, Luc",
    title = "Probabilistic logical sequence learning for video",
    booktitle = "Online Proceedings of the International Conference on Inductive Logic Programming, ",
    editor = "De Raedt, Luc",
    month = Jul,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/233212",
  }
  

• Antanas, Laura; van Otterlo, Martijn; De Raedt, Luc; Thon, Ingo. Learning probabilistic relational models from sequential video data with applications in table-top and card games, Belgian-Dutch Conference on Machine Learning, Tilburg, 18-19 May 2009, Proceedings of the Annual Belgian-Dutch Conference on Machine Learning, pages 105-106

  @inproceedings{228573,
    author = "Antanas, Laura and van Otterlo, Martijn and De Raedt, Luc and Thon, Ingo",
    title = "Learning probabilistic relational models from sequential video data with applications in table-top and card games",
    booktitle = "Proceedings of the Annual Belgian-Dutch Conference on Machine Learning, ",
    pages = "105--106",
    month = May,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/228573",
  }
  

• Bruynooghe, Maurice; De Cat, Broes; Drijkoningen, Jochen; Fierens, Daan; Goos, Jan; Gutmann, Bernd; Kimmig, Angelika; Labeeuw, Wouter; Langenaken, Steven; Landwehr, Niels; Meert, Wannes; Nuyts, Ewoud; Pellegrims, Robin; Rymenants, Roel; Segers, Stefan; Thon, Ingo; Van Eyck, Jelle; Van den Broeck, Guy; Vangansewinkel, Tine; Van Hove, Lucie; Vennekens, Joost; Weytjens, Timmy; De Raedt, Luc. An exercise with statistical relational learning systems, Domingos, Pedro; Kersting, Kristian (eds.), International Workshop on Statistical Relational Learning, Leuven, Belgium, 2-4 July 2009

  @inproceedings{230569,
    author = "Bruynooghe, Maurice and De Cat, Broes and Drijkoningen, Jochen and Fierens, Daan and Goos, Jan and Gutmann, Bernd and Kimmig, Angelika and Labeeuw, Wouter and Langenaken, Steven and Landwehr, Niels and Meert, Wannes and Nuyts, Ewoud and Pellegrims, Robin and Rymenants, Roel and Segers, Stefan and Thon, Ingo and Van Eyck, Jelle and Van den Broeck, Guy and Vangansewinkel, Tine and Van Hove, Lucie and Vennekens, Joost and Weytjens, Timmy and De Raedt, Luc",
    title = "An exercise with statistical relational learning systems",
    booktitle = "International Workshop on Statistical Relational Learning, Leuven, Belgium, 2-4 July 2009",
    editor = "Domingos, Pedro and Kersting, Kristian",
    month = Jul,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/230569",
  }
  

• Thon, Ingo. Don’t fear optimality: Sampling for probabilistic-logic sequence models (extended abstract), De Raedt, Luc (ed.), International Conference on Inductive Logic Programming (ILP), Belgium, 1-4 July 2009, Preliminary Proceedings of the 19th International Conference on Inductive Logic Programming (ILP’09), pages 1-6

  @inproceedings{237392,
    author = "Thon, Ingo",
    title = "Don’t fear optimality: {S}ampling for probabilistic-logic sequence models (extended abstract)",
    booktitle = "Preliminary Proceedings of the 19th International Conference on Inductive Logic Programming (ILP’09), ",
    editor = "De Raedt, Luc",
    pages = "1--6",
    month = Jul,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/237392",
  }
  

• Thon, Ingo; Gutmann, Bernd; van Otterlo, Martijn; Landwehr, Niels; De Raedt, Luc. From non-deterministic to probabilistic planning with the help of statistical relational learning, ICAPS 2009 - Workshop on Planning and Learning, Thessaloniki, 20 September 2009, ICAPS 2009 - Proceedings of the Workshop on Planning and Learning, pages 23-30

  @inproceedings{246918,
    author = "Thon, Ingo and Gutmann, Bernd and van Otterlo, Martijn and Landwehr, Niels and De Raedt, Luc",
    title = "From non-deterministic to probabilistic planning with the help of statistical relational learning",
    booktitle = "ICAPS 2009 - Proceedings of the Workshop on Planning and Learning, ",
    pages = "23--30",
    month = Aug,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/246918",
  }
  

• Thon, Ingo; Landwehr, Niels; De Raedt, Luc. A simple model for sequences of relational state descriptions, Inductive Logic Programming 2008 (ILP 2008), Prague, Czech Republik, 10-12 September 2008, Inductive Logic Programming, Late Breaking Papers, pages 111-116

  @inproceedings{202008,
    author = "Thon, Ingo and Landwehr, Niels and De Raedt, Luc",
    title = "A simple model for sequences of relational state descriptions",
    booktitle = "Inductive Logic Programming, Late Breaking Papers, ",
    pages = "111--116",
    month = Sep,
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/202008",
  }
  

• Thon, Ingo; Landwehr, Niels; De Raedt, Luc. A simple model for sequences of relational state descriptions, European Conference on Machine Learning, Antwerp, Belgium, September 15th to 19th, 2008, Lecture Notes in Computer Science, volume 5212, pages 506-521, Springer

  @inproceedings{199222,
    author = "Thon, Ingo and Landwehr, Niels and De Raedt, Luc",
    title = "A simple model for sequences of relational state descriptions",
    booktitle = "Lecture Notes in Computer Science, ",
    publisher = "Springer",
    pages = "506--521",
    month = Aug,
    year = "2008",
    doi = "10.1007/978-3-540-87481-2\_{}33",
    url = "https://lirias.kuleuven.be/handle/123456789/199222",
  }
  

Meeting abstracts, presented at international conferences and symposia

4 references

• 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

  @unpublished{270229,
    author = "Thon, Ingo and Gutmann, Bernd and Van den Broeck, Guy",
    title = "Probabilistic programming for planning problems",
    note = "Statistical Relational AI  workshop, Atlanta, USA, 12. July 2010",
    editor = "Kersting, Kristian and Russell, Stuart and Pack Kaelbling, Leslie and Halevy, Alon and Natarajan, Sriraam and Mihalkova, Lilyana",
    month = Jul,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/270229",
  }
  

• De Raedt, Luc; Demoen, Bart; Fierens, Daan; Gutmann, Bernd; Janssens, Gerda; Kimmig, Angelika; Landwehr, Niels; Mantadelis, Theofrastos; Meert, Wannes; Rocha, Ricardo; Santos Costa, Vitor; Thon, Ingo; Vennekens, Joost. Towards digesting the alphabet-soup of statistical relational learning, NIPS*2008 Workshop Probabilistic Programming, Whistler, Canada, December 13th, 2008

  @unpublished{206421,
    author = "De Raedt, Luc and Demoen, Bart and Fierens, Daan and Gutmann, Bernd and Janssens, Gerda and Kimmig, Angelika and Landwehr, Niels and Mantadelis, Theofrastos and Meert, Wannes and Rocha, Ricardo and Santos Costa, Vitor and Thon, Ingo and Vennekens, Joost",
    title = "Towards digesting the alphabet-soup of statistical relational learning",
    note = "NIPS*2008 Workshop Probabilistic Programming, Whistler, Canada, December 13th, 2008",
    month = Dec,
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/206421",
  }
  

• Thon, Ingo; Landwehr, Niels; De Raedt, Luc. CPT-L: An efficient model for relational stochastic processes, Benelearn 08, Spa Belgium, 19-20 May 2008, Proceedings of Benelearn 08, pages 27-28

  @unpublished{203702,
    author = "Thon, Ingo and Landwehr, Niels and De Raedt, Luc",
    title = "{CPT}-{L}: {A}n efficient model for relational stochastic processes",
    note = "Benelearn 08, Spa Belgium, 19-20 May 2008",
    booktitle = "Proceedings of Benelearn 08",
    pages = "27--28",
    month = May,
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/203702",
  }
  

• Thon, Ingo; Landwehr, Niels; De Raedt, Luc. CPT-L: An efficient model for relational stochastic processes, International Workshop on Mining and Learning with Graphs (MLG 2008), Helsinki, Finland, 4-5 July 2008

  @unpublished{203697,
    author = "Thon, Ingo and Landwehr, Niels and De Raedt, Luc",
    title = "{CPT}-{L}: {A}n efficient model for relational stochastic processes",
    note = "International Workshop on Mining and Learning with Graphs (MLG 2008), Helsinki, Finland, 4-5 July 2008",
    month = Jul,
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/203697",
  }
  

Thesis

1 reference

• Thon, Ingo. Stochastic Relational Processes and Models: Learning and Reasoning , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, October 2011, De Raedt, Luc (supervisor)

  @phdthesis{319172,
    author = "Thon, Ingo",
    title = "Stochastic {R}elational {P}rocesses and {M}odels: {L}earning and {R}easoning ",
    school = "Informatics Section, Department of Computer Science, Faculty of Engineering Science",
    month = Oct,
    year = "2011",
    note = "De Raedt, Luc (supervisor)",
    url = "https://lirias.kuleuven.be/handle/123456789/319172",
  }
  

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

  @techreport{311251,
    author = "Fierens, Daan and Van den Broeck, Guy and Thon, Ingo and Gutmann, Bernd and De Raedt, Luc",
    title = "Inference in probabilistic logic programs using weighted {CNF}'s",
    institution = "Department of Computer Science, K.U.Leuven",
    location = "Leuven, Belgium",
    type = "CW Reports",
    number = "CW607",
    month = Jun,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/311251",
  }
  

• De Raedt, Luc; Thon, Ingo. Probabilistic rule learning, CW Reports, volume CW580, 9 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, April 2010

  @techreport{265819,
    author = "De Raedt, Luc and Thon, Ingo",
    title = "Probabilistic rule learning",
    institution = "Department of Computer Science, K.U.Leuven",
    location = "Leuven, Belgium",
    type = "CW Reports",
    number = "CW580",
    month = Apr,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/265819",
  }
  

• 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

  @techreport{269740,
    author = "Gutmann, Bernd and Thon, Ingo and De Raedt, Luc",
    title = "Learning the parameters of probabilistic logic programs from interpretations",
    institution = "Department of Computer Science, K.U.Leuven",
    location = "Leuven, Belgium",
    type = "CW Reports",
    number = "CW584",
    month = Jun,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/269740",
  }
  

No publications found for the period 2008-2013 and the types

• Articles in other journals
• Books, internationally recognised scientific publisher; as author
• Other published books; as author
• Books, internationally recognised scientific publisher; as editor
• Other published books; as editor
• Article in book, internationally recognised scientific publisher
• Article in other published book
• Papers at other conferences and symposia, published in full in proceedings
• Meeting abstracts, presented at other conferences and symposia
• Review
• Translation without scientific introduction
• Scientific popularisation
• Misc.
• External reports

 
Last update local database Sun Jun 16 2013 0:17 am; It contains 30 publications of Ingo Thon.