Anton Dries

Jean Christoph Jung

Künstliche Intell., 2020

Partial Queries for Constraint Acquisition.

[BibT_eX]

[DOI]

Dimosthenis C. Tsouros

Toby Walsh

CoRR, 2020

2019

SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Ontology-Mediated Queries over Probabilistic Data via Probabilistic Logic Programming.

[BibT_eX]

[DOI]

Timothy van Bremen

Pedro Zuidberg Dos Martires

Jean Christoph Jung

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation.

[BibT_eX]

[DOI]

Pedro Zuidberg Dos Martires

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Knowledge Compilation with Continuous Random Variables and its Application in Hybrid Probabilistic Logic Programming.

[BibT_eX]

[DOI]

Carlos Fernando Crispim Junior

CoRR, 2018

Sketched Answer Set Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Improving Candidate Quality of Probabilistic Logic Models.

[BibT_eX]

[DOI]

Proceedings of the Technical Communications of the 34th International Conference on Logic Programming, 2018

2017

MiningZinc: A declarative framework for constraint-based mining.

[BibT_eX]

[DOI]

Artif. Intell., 2017

Prediction-based optimization for online People and Parcels share a ride taxis.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

Relational Affordance Learning for Task-Dependent Robot Grasping.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming - 27th International Conference, 2017

Solving Probability Problems in Natural Language.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

BEHAVE - Behavioral Analysis of Visual Events for Assisted Living Scenarios.

[BibT_eX]

[DOI]

Jonas Vlasselaer

François Brémond

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Combining Stochastic Constraint Optimization and Probabilistic Programming - From Knowledge Compilation to Constraint Solving.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2017

2016

Learning Constraint Satisfaction Problems: An ILP Perspective.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Constraint Programming, 2016

Modeling in MiningZinc.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Constraint Programming, 2016

Knowledge Compilation and Weighted Model Counting for Inference in Probabilistic Logic Programs.

[BibT_eX]

[DOI]

Proceedings of the Beyond NP, 2016

2015

Declarative Data Generation with ProbLog.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Symposium on Information and Communication Technology, 2015

ProbLog2: Probabilistic Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Inducing Probabilistic Relational Rules from Probabilistic Examples.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

The effect of constraints on information loss and risk for clustering and modification based graph anonymization methods.

[BibT_eX]

[DOI]

David F. Nettleton

Vicenç Torra

CoRR, 2014

2013

MiningZinc: A Modeling Language for Constraint-Based Mining.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Dominance Programming for Itemset Mining.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

The MiningZinc Framework for Constraint-Based Itemset Mining.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

BiQL: A Query Language for Analyzing Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Bisociative Knowledge Discovery, 2012

Mining Patterns in Networks using Homomorphism.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

2010

Mining Predictive k-CNF Expressions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Analyzing graph databases by aggregate queries.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

2009

Adaptive concept drift detection.

[BibT_eX]

[DOI]

Ulrich Rückert

Stat. Anal. Data Min., 2009

Towards Clausal Discovery for Stream Mining.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 19th International Conference, 2009

A query language for analyzing networks.

[BibT_eX]

[DOI]