Tias Guns

According to our database1, Tias Guns
  • authored at least 40 papers between 2008 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2017
Learning constraints in spreadsheets and tabular data.
Machine Learning, 2017

The Inductive Constraint Programming Loop.
IEEE Intelligent Systems, 2017

Mining Time-constrained Sequential Patterns with Constraint Programming.
Constraints, 2017

Introduction to the special issue on Combining Constraint Solving with Mining and Learning.
Artif. Intell., 2017

MiningZinc: A declarative framework for constraint-based mining.
Artif. Intell., 2017

Stochastic Constraint Programming with And-Or Branch-and-Bound.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

CoverSize: A Global Constraint for Frequency-Based Itemset Mining.
Proceedings of the Principles and Practice of Constraint Programming, 2017

TaCLe: Learning Constraints in Tabular Data.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Learning Constraint Satisfaction Problems: An ILP Perspective.
Proceedings of the Data Mining and Constraint Programming, 2016

Partition-Based Clustering Using Constraint Optimization.
Proceedings of the Data Mining and Constraint Programming, 2016

Modeling in MiningZinc.
Proceedings of the Data Mining and Constraint Programming, 2016

The Inductive Constraint Programming Loop.
Proceedings of the Data Mining and Constraint Programming, 2016

An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming.
CoRR, 2016

An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Direct Mining of Subjectively Interesting Relational Patterns.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Towards generic and efficient constraint-based mining, a constraint programming approach.
Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Repetitive Branch-and-Bound Using Constraint Programming for Constrained Minimum Sum-of-Squares Clustering.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

On Declarative Modeling of Structured Pattern Mining.
Proceedings of the Declarative Learning Based Programming, 2016

2015
Constraint-based sequence mining using constraint programming.
CoRR, 2015

The Inductive Constraint Programming Loop.
CoRR, 2015

Declarative pattern mining using constraint programming.
Constraints, 2015

Constraint-Based Querying for Bayesian Network Exploration.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

Constraint-Based Sequence Mining Using Constraint Programming.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015

MiniSearch: A Solver-Independent Meta-Search Language for MiniZinc.
Proceedings of the Principles and Practice of Constraint Programming, 2015

2014
Constrained Clustering Using Column Generation.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014

2013
k-Pattern Set Mining under Constraints.
IEEE Trans. Knowl. Data Eng., 2013

MiningZinc: A Modeling Language for Constraint-Based Mining.
Proceedings of the IJCAI 2013, 2013

Dominance Programming for Itemset Mining.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

The MiningZinc Framework for Constraint-Based Itemset Mining.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012
Mining Local Staircase Patterns in Noisy Data.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
Itemset mining: A constraint programming perspective.
Artif. Intell., 2011

Evaluating Pattern Set Mining Strategies in a Constraint Programming Framework.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Constraint-Based Pattern Mining in Multi-relational Databases.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Declarative Heuristic Search for Pattern Set Mining.
Proceedings of the Data Mining Workshops (ICDMW), 2011

2010
Integrating Constraint Programming and Itemset Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Cis-regulatory module detection using constraint programming.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Constraint Programming for Data Mining and Machine Learning.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Generalizing Itemset Mining in a Constraint Programming Setting.
Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009
Correlated itemset mining in ROC space: a constraint programming approach.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2008
Constraint programming for itemset mining.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008


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