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Publications of Tias Guns

period 2012 - 2017

Articles in internationally reviewed journals

5 references
  • Guns, Tias; Dries, Anton; Nijssen, Siegfried; Tack, Guido; De Raedt, Luc. MiningZinc: A declarative framework for constraint-based mining, Artificial Intelligence, volume 244, pages 6-29, 2017 DOI PDF BibTeX
  • Kolb, Samuel; Paramonov, Sergey; Guns, Tias; De Raedt, Luc. Learning constraints in spreadsheets and tabular data, TaCLe, Machine Learning, volume 106, issue (9-10), pages 1441-1468, 2017 DOI intranet BibTeX
  • Guns, Tias. Declarative pattern mining using constraint programming, Constraints, volume 20, issue 4, pages 492-493, 2015 DOI PDF BibTeX
  • Guns, Tias; Nijssen, Siegfried; De Raedt, Luc. k-Pattern set mining under constraints, IEEE Transactions on Knowledge and Data Engineering, volume 25, issue 2, pages 402-418, 2013 DOI PDF BibTeX
  • Sun, Hong; Guns, Tias; Fierro Gutiérrez, Ana Carolina Elisa; Thorrez, Lieven; Nijssen, Siegfried; Marchal, Kathleen. Unveiling combinatorial regulation through the combination of ChIP information and in silico cis-regulatory module detection, Nucleic Acids Research, volume 40, issue 12, pages 1-16, 2012 DOI PDF BibTeX

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Article in book, internationally recognised scientific publisher

4 references
  • Bessiere, Christian; De Raedt, Luc; Guns, Tias; Kotthoff, Lars; Nanni, Mirco; Nijssen, Siegfried; O'Sullivan, Barry; Paparrizou, Anastasia; Pedreschi, Dino; Simonis, Helmut. The inductive constraint programming loop, Bessiere, Christian; De Raedt, Luc; Kotthoff, Lars; Nijssen, Siegfried; O'Sullivan, Barry; Pedreschi, Dino (eds.), Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach, Lecture Notes in Computer Science, volume 10101, pages 303-309, Springer, 2016 PDF BibTeX
  • De Raedt, Luc; Dries, Anton; Guns, Tias; Bessiere, Christian. Learning constraint satisfaction problems: An ILP perspective, Bessiere, Christian; De Raedt, Luc; Kotthoff, Lars; Nijssen, Siegfried; O'Sullivan, Barry; Pedreschi, Dino (eds.), Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach, Lecture Notes in Computer Science, volume 10101, pages 96-112, Springer, 2016 PDF BibTeX
  • Dries, Anton; Guns, Tias; Nijssen, Siegfried; Babaki, Behrouz; Le Van, Thanh; Negrevergne, Benjamin; Paramonov, Sergey; De Raedt, Luc. Modeling in MiningZinc, Bessiere, Christian; De Raedt, Luc; Kotthoff, Lars; Nijssen, Siegfried; O'Sullivan, Barry; Pedreschi, Dino (eds.), Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach, Lecture Notes in Computer Science, volume 10101, pages 257-281, Springer, 2016 PDF BibTeX
  • Grossi, Valerio; Guns, Tias; Monreale, Anna; Nanni, Mirco; Nijssen, Siegfried. Partition-based clustering using constraint optimization, Bessiere, Christian; De Raedt, Luc; Kotthoff, Lars; Nijssen, Siegfried; O'Sullivan, Barry; Pedreschi, Dino (eds.), Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach Edition:1, Lecture Notes in Computer Science, volume 10101, pages 282-299, Springer, 2016 PDF BibTeX

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

17 references
  • Babaki, Behrouz; Guns, Tias; De Raedt, Luc. Stochastic constraint programming with And-Or branch-and-bound, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, pages 539-545, IJCAI, Melbourne, 19-25 August 2017 DOI PDF BibTeX
  • Paramonov, Sergey; Kolb, Samuel; Guns, Tias; De Raedt, Luc. TaCLe: Learning constraints in tabular data, Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, pages 2511-2514, Sheridan Communications, Conference on Information and Knowledge Management (CIKM), Singapore, 6-10 Nov 2017 DOI PDF BibTeX
  • Paramonov, Sergey; Tao, Chen; Guns, Tias. Generic mining of condensed pattern representations under constraints, Young Scientist's Second International Workshop on Trends in Information Processing (YSIP2), pages 168-177, CEUR Workshop Proceedings, Young Scientist's International Workshop on Trends in Information Processing, Dombai, Russia, 16-20 May 2017 PDF BibTeX
  • Guns, Tias. Towards generic and efficient constraint-based mining, a constraint programming approach, Proceedings of the 16ieme Journees Francophones Extraction et Gestion Des Connaissances (EGC), pages 13-20, Journees Francophones Extraction et Gestion des Connaissances (EGC), Reims, 18-22 January 2016 PDF BibTeX
  • Guns, Tias; Aknin, Achille; Lijffijt, Jefrey; De Bie, Tijl. Direct mining of subjectively interesting relational patterns, Proceedings of the 2016 IEEE International Conference on Data Mining (ICDM 2016), pages 913-918, IEEE Computer Society, IEEE International Conference on Data Mining (ICDM 2015), Barcelona, Spain, 13-15 December 2016 DOI PDF BibTeX
  • Guns, Tias; Dao, Thi-Bich-Hanh; Vrain, Christel; Duong, Khanh-Chuong. Repetitive branch-and-bound using constraint programming for constrained minimum sum-of-squares clustering, Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI16), Frontiers in Artificial Intelligence and Applications, pages 462-470, IOS Press, European Conference on Artificial Intelligence (ECAI16), The Hague, The Netherlands, 29 August-2 September 2016 DOI PDF BibTeX
  • Guns, Tias; Paramonov, Sergey; Negrevergne, Benjamin. On declarative modeling of structured pattern mining, AAAI Workshop on Declarative Learning Based Programming, Phoenix, Arizona USA, 13 February 2016 PDF BibTeX
  • O. R. Aoga, John; Guns, Tias; Schaus, Pierre. An efficient algorithm for mining frequent sequence with constraint programming, Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECMLPKDD 2016), Lecture Notes in Computer Science, pages 315-330, Springer, 2016, European Conference on Machine Learning and Knowledge Discovery in Databases (ECMLPKDD 2016), Riva del Garda, Italy, September 19-23 DOI PDF BibTeX
  • Babaki, Behrouz; Guns, Tias; Nijssen, Siegfried; De Raedt, Luc. Constraint-based querying for Bayesian network exploration, Advances in Intelligent Data Analysis XIV, 14th International Symposium, IDA 2015, Lecture Notes in Computer Science, volume 9385, pages 13-24, Springer International Publishing, International Symposium on Intelligent Data Analysis, Saint-Etienne, France, 22-24 October 2015 DOI PDF BibTeX
  • Negrevergne, Benjamin; Guns, Tias. Constraint-based sequence mining using constraint programming, Proceedings on the Integration of AI and OR Techniques in Constraint Programming (CPAIOR), pages 288-305, Springer International Publishing, Integration of AI and OR Techniques in Constraint Programming, Barcelona, Spain, 18-22 May 2015 DOI PDF BibTeX
  • Rendl, Andrea; Guns, Tias; Stuckey, Peter J.; Tack, Guido. MiniSearch: a solver-independent meta-search language for MiniZinc, Proceedings of the 21st International Conference on Principles and Practice of Constraint Programming (CP 2015), pages 376-392, Springer, Principles and Practice of Constraint Programming, Cork, Ireland, 31 August -- 4 September 2015 DOI PDF BibTeX
  • Babaki, Behrouz; Guns, Tias; Nijssen, Siegfried. Constrained clustering using column generation, Simonis, Helmut (ed.), Lecture Notes in Computer Science, volume 8451, pages 438-454, Springer, 11th International Conference on Integration of Artificial Intelligence (AI) and Operations Research (OR) techniques in Constraint Programming (CPAIOR 2014), Cork, Ireland, 19-23 May 2014 DOI PDF BibTeX
  • De Raedt, Luc; Dries, Anton; Guns, Tias; Bessiere, Christian. Learning constraint satisfaction problems: An ILP perspective, pages 1-6, International Conference on Inductive Logic Programming, Nancy, France, 14-16 September 2014 PDF BibTeX
  • Guns, Tias; Dries, Anton; Tack, Guido; Nijssen, Siegfried; De Raedt, Luc. MiningZinc: A modeling language for constraint-based mining, Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence, pages 1365-1372, AAAI Press, International Joint Conference on Artificial Intelligence, Beijing, China, 3-9 August 2013 PDF BibTeX
  • Guns, Tias; Dries, Anton; Tack, Guido; Nijssen, Siegfried; De Raedt, Luc. The MiningZinc framework for constraint-based itemset mining, 13th IEEE International Conference on Data Mining Workshops, pages 1081-1084, IEEE Computer Society, Demo track at the IEEE International Conference on Data Mining, Dallas, Texas, USA, 7-10 December 2013 DOI PDF BibTeX
  • Negrevergne, Benjamin; Dries, Anton; Guns, Tias; Nijssen, Siegfried. Dominance programming for itemset mining, 13th IEEE International Conference on Data Mining, pages 557-566, IEEE Computer Society, IEEE International Conference on Data Mining, Dallas, Texas, USA, 7-10 December 2013 DOI PDF BibTeX
  • Le Van, Thanh; Fierro Gutiérrez, Ana Carolina Elisa; Guns, Tias; van Leeuwen, Matthijs; Nijssen, Siegfried; De Raedt, Luc; Marchal, Kathleen. Mining local staircase patterns in noisy data, 12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, pages 139-146, IEEE Computer Society, International workshop on Co-Clustering and Applications (CoClus'12) in conjunction with IEEE ICDM 2012, Brussels, 10 December 2012 DOI PDF BibTeX

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Meeting abstracts, presented at international conferences and symposia

2 references
  • Kolb, Samuel; Paramonov, Sergey; Guns, Tias; De Raedt, Luc. Learning constraints in spreadsheets and tabular data, Inductive Logic Programming Conference, Orléans, France, 4-6 September 2017 PDF BibTeX
  • Guns, Tias; Dries, Anton; Tack, Guido; Nijssen, Siegfried; De Raedt, Luc. Automatic solver chaining in MiningZinc, Proceedings of the Fourteenth International Workshop on Constraint Modelling and Reformulation (ModRef), pages 1-17, International Workshop on Constraint Modelling and Reformulation (ModRef), Cork, Ireland, 31 August 2015 PDF BibTeX

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Meeting abstracts, presented at other conferences and symposia

1 reference
  • Le Van, Thanh; Fierro Gutiérrez, Ana Carolina Elisa; Guns, Tias; van Leeuwen, Matthijs; Nijssen, Siegfried; De Raedt, Luc; Marchal, Kathleen. Bi-clustering gene expression data under constraints, Benelux Bioinformatics Conference, Brussels - Belgium, 9-10 December 2013 PDF BibTeX

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Thesis

2 references
  • Babaki, Behrouz. On Constraints, Optimisation, Probability and Data Mining, PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, September 2017, De Raedt, Luc (supervisor) , Guns, Tias (cosupervisor) PDF BibTeX
  • Guns, Mattias. Declarative Pattern Mining using Constraint Programming , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, January 2012, 220 pages, isbn: 978-946-018-468-0, De Raedt, Luc (supervisor) , Nijssen, Siegfried (cosupervisor) PDF BibTeX

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Scientific popularisation

1 reference

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External reports

1 reference

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No publications found for the period 2012-2017 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 (professional)
  • Review
  • Internal reports
  • Translation without scientific introduction
  • Misc.
 
Last update local database Tue Nov 27 2018 11:55 am; It contains 50 publications of Tias Guns.

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