Publications of Jan Struyf

period 2008 - 2013

Articles in internationally reviewed journals

5 references

• Kocev, Dragi; Vens, Celine; Struyf, Jan; Dzeroski, Saso. Tree ensembles for predicting structured output, Pattern Recognition, volume 46, issue 3, pages 817-833, 2013

  @article{360456,
    author = "Kocev, Dragi and Vens, Celine and Struyf, Jan and Dzeroski, Saso",
    title = "Tree ensembles for predicting structured output",
    journal = "Pattern Recognition",
    volume = "46",
    number = "3",
    pages = "817--833",
    month = Mar,
    year = "2013",
    url = "https://lirias.kuleuven.be/handle/123456789/360456",
  }
  

• Schietgat, Leander; Vens, Celine; Struyf, Jan; Blockeel, Hendrik; Kocev, Dragi; Dzeroski, Saso. Predicting gene function using hierarchical multi-label decision tree ensembles, BMC Bioinformatics, volume 11, issue 2, 2010

  @article{261164,
    author = "Schietgat, Leander and Vens, Celine and Struyf, Jan and Blockeel, Hendrik and Kocev, Dragi and Dzeroski, Saso",
    title = "Predicting gene function using hierarchical multi-label decision tree ensembles",
    journal = "BMC Bioinformatics",
    volume = "11",
    number = "2",
    year = "2010",
    doi = "10.1186/1471-2105-11-2",
    url = "https://lirias.kuleuven.be/handle/123456789/261164",
  }
  

• Meert, Wannes; Struyf, Jan; Blockeel, Hendrik. Learning ground CP-logic theories by leveraging Bayesian network learning techniques, Fundamenta Informaticae, volume 89, issue 1, pages 131-160, 2008

  @article{196286,
    author = "Meert, Wannes and Struyf, Jan and Blockeel, Hendrik",
    title = "Learning ground {CP}-logic theories by leveraging {B}ayesian network learning techniques",
    journal = "Fundamenta Informaticae",
    volume = "89",
    number = "1",
    pages = "131--160",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/196286",
  }
  

• Struyf, Jan; Dobrin, Seth; Page, David. Combining gene expression, demographic and clinical data in modeling disease: A case study of bipolar disorder and schizophrenia, BMC Genomics, volume 9, issue 531, 2008

  @article{202007,
    author = "Struyf, Jan and Dobrin, Seth and Page, David",
    title = "Combining gene expression, demographic and clinical data in modeling disease: {A} case study of bipolar disorder and schizophrenia",
    journal = "BMC Genomics",
    volume = "9",
    number = "531",
    year = "2008",
    doi = "10.1186/1471-2164-9-531",
    url = "https://lirias.kuleuven.be/handle/123456789/202007",
  }
  

• Vens, Celine; Struyf, Jan; Schietgat, Leander; Dzeroski, Saso; Blockeel, Hendrik. Decision trees for hierarchical multi-label classification, Machine Learning, volume 73, issue 2, pages 185-214, 2008

  @article{186698,
    author = "Vens, Celine and Struyf, Jan and Schietgat, Leander and Dzeroski, Saso and Blockeel, Hendrik",
    title = "Decision trees for hierarchical multi-label classification",
    journal = "Machine Learning",
    volume = "73",
    number = "2",
    pages = "185--214",
    year = "2008",
    doi = "10.1007/s10994-008-5077-3",
    url = "https://lirias.kuleuven.be/handle/123456789/186698",
  }
  

Article in book, internationally recognised scientific publisher

2 references

• Struyf, Jan; Blockeel, Hendrik. Relational learning, Sammut, Claude; Webb, Geoff (eds.), Springer, 2010

  @incollection{289844,
    author = "Struyf, Jan and Blockeel, Hendrik",
    title = "Relational learning",
    editor = "Sammut, Claude and Webb, Geoff",
    publisher = "Springer",
    year = "2010",
    doi = "10.1007/978-0-387-30768-8",
    url = "https://lirias.kuleuven.be/handle/123456789/289844",
  }
  

• Vens, Celine; Schietgat, Leander; Struyf, Jan; Blockeel, Hendrik; Kocev, Dragi; Dzeroski, Saso. Predicting gene functions using predictive clustering trees, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Springer, 2010

  @incollection{272881,
    author = "Vens, Celine and Schietgat, Leander and Struyf, Jan and Blockeel, Hendrik and Kocev, Dragi and Dzeroski, Saso",
    title = "Predicting gene functions using predictive clustering trees",
    editor = "Dzeroski, Saso and Goethals, Bart and Panov, Pance",
    publisher = "Springer",
    year = "2010",
    doi = "10.1007/978-1-4419-7738-0\_{}12",
    url = "https://lirias.kuleuven.be/handle/123456789/272881",
  }
  

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

6 references

• Meert, Wannes; Struyf, Jan; Blockeel, Hendrik. Contextual variable elimination with overlapping contexts, European Workshop on Probabilistic Graphical Models (PGM), Helsinki, Finland, 13-15 September 2010, Proceedings of the Fifth European Workshop on Probabilistic Graphical Models (PGM2010), pages 193-201

  @inproceedings{274346,
    author = "Meert, Wannes and Struyf, Jan and Blockeel, Hendrik",
    title = "Contextual variable elimination with overlapping contexts",
    booktitle = "Proceedings of the Fifth European Workshop on Probabilistic Graphical Models (PGM2010), ",
    pages = "193--201",
    month = Sep,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/274346",
  }
  

• Piccart, Beau; Blockeel, Hendrik; Struyf, Jan. Alleviating the sparsity problem in collaborative filtering by using an adapted distance and a graph-based method, SIAM International Conference on Data Mining, Ohio, US, 29 April - 1 May 2010, Proceedings of the Tenth SIAM International Conference on Data Mining, pages 189-199, SIAM

  @inproceedings{297418,
    author = "Piccart, Beau and Blockeel, Hendrik and Struyf, Jan",
    title = "Alleviating the sparsity problem in collaborative filtering by using an adapted distance and a graph-based method",
    booktitle = "Proceedings of the Tenth SIAM International Conference on Data Mining, ",
    publisher = "SIAM",
    pages = "189--199",
    month = Apr,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/297418",
  }
  

• Meert, Wannes; Struyf, Jan; Blockeel, Hendrik. Experimental comparison of CP-logic theory inference methods, Belgian-Dutch Conference on Machine Learning (BeNeLearn), Tilburg, 18-19 May 2009, Proceedings of the 18th Annual Belgian-Dutch Conference on Machine Learning, pages 101-102

  @inproceedings{234587,
    author = "Meert, Wannes and Struyf, Jan and Blockeel, Hendrik",
    title = "Experimental comparison of {CP}-logic theory inference methods",
    booktitle = "Proceedings of the 18th Annual Belgian-Dutch Conference on Machine Learning, ",
    pages = "101--102",
    month = May,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/234587",
  }
  

• Meert, Wannes; Struyf, Jan; Blockeel, Hendrik. CP-logic theory inference with contextual variable elimination and comparison to BDD based inference methods, De Raedt, Luc (ed.), International Conference on Inductive Logic Programming (ILP), Leuven, Belgium, 1-4 July 2009, Proceedings of the 19th International Conference on Inductive Logic Programming (ILP’09), pages 1-6

  @inproceedings{234586,
    author = "Meert, Wannes and Struyf, Jan and Blockeel, Hendrik",
    title = "{CP}-logic theory inference with contextual variable elimination and comparison to {BDD}  based inference methods",
    booktitle = "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/123456789/234586",
  }
  

• Taghipour, Nima; Meert, Wannes; Struyf, Jan; Blockeel, Hendrik. First-order Bayes-ball for CP-Logic, International Workshop on Statistical Relational Learning (SRL-2009), Leuven, Belgium, 2-4 July 2009, International Workshop on Statistical Relational Learning 2009, pages 1-3

  @inproceedings{239368,
    author = "Taghipour, Nima and Meert, Wannes and Struyf, Jan and Blockeel, Hendrik",
    title = "First-order {B}ayes-ball for {CP}-{L}ogic",
    booktitle = "International Workshop on Statistical Relational Learning 2009, ",
    pages = "1--3",
    month = Jul,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/239368",
  }
  

• Piccart, Beau; Struyf, Jan; Blockeel, Hendrik. Empirical asymmetric selective transfer in multi-objective decision trees, International conference on Discovery Science, Budapest, 13-16 October 2008, Lecture Notes in Computer Science, volume 5255, pages 64-75, Springer

  @inproceedings{204080,
    author = "Piccart, Beau and Struyf, Jan and Blockeel, Hendrik",
    title = "Empirical asymmetric selective transfer in multi-objective decision trees",
    booktitle = "Lecture Notes in Computer Science, ",
    publisher = "Springer",
    pages = "64--75",
    month = Oct,
    year = "2008",
    doi = "10.1007/978-3-540-88411-8\_{}9",
    url = "https://lirias.kuleuven.be/handle/123456789/204080",
  }
  

Meeting abstracts, presented at international conferences and symposia

6 references

• Zenko, Bernard; Struyf, Jan; Džeroski, Sašo. Analyzing time series gene expression data with predictive clustering rules, Džeroski, Sašo; Geurts, Pierre; Rousu, Juho (eds.), International Workshop on Machine Learning in Systems Biology, Ljubljana, Slovenia, September 5-6, 2009, Proceedings of the Third International Workshop on Machine Learning in Systems Biology

  @unpublished{251624,
    author = "Zenko, Bernard and Struyf, Jan and D{\v{z}}eroski, Sa{\v{s}}o",
    title = "Analyzing time series gene expression data with predictive clustering rules",
    note = "International Workshop on Machine Learning in Systems Biology, Ljubljana, Slovenia, September 5-6, 2009",
    booktitle = "Proceedings of the Third International Workshop on Machine Learning in Systems Biology",
    editor = "D{\v{z}}eroski, Sa{\v{s}}o and Geurts, Pierre and Rousu, Juho",
    month = Sep,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/251624",
  }
  

• Meert, Wannes; Struyf, Jan; Blockeel, Hendrik. CP-logic theory inference with contextual variable elimination, Probabilistic Programming: Universal Languages and Inference; Systems; and Applications, Whistler, Canada, 13 December 2008

  @unpublished{204074,
    author = "Meert, Wannes and Struyf, Jan and Blockeel, Hendrik",
    title = "{CP}-logic theory inference with contextual variable elimination",
    note = "Probabilistic Programming: Universal Languages and Inference; Systems; and Applications, Whistler, Canada, 13 December 2008",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/204074",
  }
  

• Piccart, Beau; Struyf, Jan; Blockeel, Hendrik. Selective inductive transfer, Wehenkel, Louis; Geurts, Pierre; Marée, Raphaël (eds.), Benelearn'08: : The Annual Belgian-Dutch Machine Learning Conference, Spa, Belgium, 19-20 May 2008, Benelearn'08: The Annual Belgian-Dutch Machine Learning Conference, pages 63-64

  @unpublished{202004,
    author = "Piccart, Beau and Struyf, Jan and Blockeel, Hendrik",
    title = "Selective inductive transfer",
    note = "Benelearn'08: : The Annual Belgian-Dutch Machine Learning Conference, Spa, Belgium, 19-20 May 2008",
    booktitle = "Benelearn'08: The Annual Belgian-Dutch Machine Learning Conference",
    editor = "Wehenkel, Louis and Geurts, Pierre and Mar{\'e}e, Rapha{\"e}l",
    pages = "63--64",
    month = May,
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/202004",
  }
  

• Schietgat, Leander; Vens, Celine; Struyf, Jan; Blockeel, Hendrik; Kocev, Dragi; Dzeroski, Saso. Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision trees, European Conference on Computational Biology, Cagliari, Italy, 22-26 September 2008

  @unpublished{198615,
    author = "Schietgat, Leander and Vens, Celine and Struyf, Jan and Blockeel, Hendrik and Kocev, Dragi and Dzeroski, Saso",
    title = "Predicting gene function in {S}. cerevisiae and {A}. thaliana using hierarchical multi-label decision trees",
    note = "European Conference on Computational Biology, Cagliari, Italy, 22-26 September 2008",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/198615",
  }
  

• Schietgat, Leander; Vens, Celine; Struyf, Jan; Kocev, Dragi; Dzeroski, Saso; Blockeel, Hendrik. Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision tree ensembles, Spring Workshop on Mining and Learning, Traben-Trarbach, Germany, 23-25 April 2008

  @unpublished{183260,
    author = "Schietgat, Leander and Vens, Celine and Struyf, Jan and Kocev, Dragi and Dzeroski, Saso and Blockeel, Hendrik",
    title = "Predicting gene function in {S}. cerevisiae and {A}. thaliana using hierarchical multi-label decision tree ensembles",
    note = "Spring Workshop on Mining and Learning, Traben-Trarbach, Germany, 23-25 April 2008",
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/183260",
  }
  

• Schietgat, Leander; Vens, Celine; Struyf, Jan; Kocev, Dragi; Dzeroski, Saso; Blockeel, Hendrik. Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision tree ensembles, BioSapiens Network of Excellence Workshop: From Genome to Proteome and Biological Function, Brussels, Belgium, 2 April 2008

  @unpublished{177048,
    author = "Schietgat, Leander and Vens, Celine and Struyf, Jan and Kocev, Dragi and Dzeroski, Saso and Blockeel, Hendrik",
    title = "Predicting gene function in {S}. cerevisiae and {A}. thaliana using hierarchical multi-label decision tree ensembles",
    note = "BioSapiens Network of Excellence Workshop: From Genome to Proteome and Biological Function, Brussels, Belgium, 2 April 2008",
    month = Apr,
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/177048",
  }
  

Internal reports

1 reference

• Schietgat, Leander; Vens, Celine; Struyf, Jan; Blockeel, Hendrik; Kocev, Dragi; Dzeroski, Saso. Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision tree ensembles, CW Reports, volume CW528, 12 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, October 2008

  @techreport{201881,
    author = "Schietgat, Leander and Vens, Celine and Struyf, Jan and Blockeel, Hendrik and Kocev, Dragi and Dzeroski, Saso",
    title = "Predicting gene function in {S}. cerevisiae and {A}. thaliana using hierarchical multi-label decision tree ensembles",
    institution = "Department of Computer Science, K.U.Leuven",
    location = "Leuven, Belgium",
    type = "CW Reports",
    number = "CW528",
    month = Oct,
    year = "2008",
    url = "https://lirias.kuleuven.be/handle/123456789/201881",
  }
  

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 other published book
• Papers at other conferences and symposia, published in full in proceedings
• Meeting abstracts, presented at other conferences and symposia
• Thesis
• Review
• Translation without scientific introduction
• Scientific popularisation
• Misc.
• External reports

 
Last update local database Sun May 19 2013 0:18 am; It contains 88 publications of Jan Struyf.