Publications DTAI
2013
Articles in internationally reviewed journals
21 references- Antanas, Laura;
van Otterlo, Martijn;
Oramas Mogrovejo, José Antonio;
Tuytelaars, Tinne;
De Raedt, Luc.
There are plenty of places like home: Using relational representations in hierarchies for distance-based image understanding, Neurocomputing, 2013 (Accepted)
- Becker, Julien;
Maes, Francis;
Wehenkel, Louis.
On the relevance of sophisticated structural annotations for disulfide connectivity pattern prediction, PLoS One, volume 8, issue 2, pages 1-14, 2013
- De Maeyer, Dries;
Cloots, Lore;
Renkens, Joris;
De Raedt, Luc;
Marchal, Kathleen.
PheNetic: Network-based interpretation of unstructured gene lists in E. coli, Molecular Biosystems, 2013 (Accepted)
- De Paula Costa, Eduardo;
Menschaert, Gerben;
Luyten, Walter;
De Grave, Kurt;
Ramon, Jan.
PIUS: Peptide identification by unbiased search, Bioinformatics, volume 29, 2013
- De Paula Costa, Eduardo;
Vens, Celine;
Blockeel, Hendrik.
Top-down clustering for protein subfamily identification, Evolutionary Bioinformatics Online, 2013 (Accepted)
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- Demoen, Bart;
Garcia de la Banda, Maria.
Redundant sudoku rules, Theory and Practice of Logic Programming, 2013 (Accepted)
- Fannes, Thomas;
Vandermarliere, Elien;
Schietgat, Leander;
Degroeve, Sven;
Martens, Lennart;
Ramon, Jan.
Predicting tryptic cleavage from proteomics data using decision tree ensembles, Journal of Proteome Research, volume 12, issue 5, pages 2253-2259, 2013
- 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)
- 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
- Jung, Tobias;
Wehenkel, Louis;
Ernst, Damien;
Maes, Francis.
Optimized look-ahead tree policies: A bridge between look-ahead tree policies and direct policy search, International Journal of Adaptive Control and Signal Processing, 2013 (Accepted)
- Kocev, Dragi;
Vens, Celine;
Struyf, Jan;
Dzeroski, Saso.
Tree ensembles for predicting structured output, Pattern Recognition, volume 46, issue 3, pages 817-833, 2013
- Nguyen, Phuong-Lan;
Demoen, Bart.
Representation Sharing for Prolog, Theory and Practice of Logic Programming, volume 13, issue 1, pages 71-106, 2013
- Quan, Phan;
Janssens, Gerda;
Somogyi, Zoltan.
Region-based memory management for Mercury programs, Theory and Practice of Logic Programming, 2013 (Accepted)
- Schietgat, Leander;
Ramon, Jan;
Bruynooghe, Maurice.
A polynomial-time maximum common subgraph algorithm for outerplanar graphs and its application to chemoinformatics, Annals of Mathematics and Artificial Intelligence, 2013 (Accepted)
- Shamsinejadbabaki, Pirooz;
Saraee, Mohamad;
Blockeel, Hendrik.
Causality-based cost-effective action mining, Intelligent Data Analysis, 2013 (Accepted)
- Soldatova, Larisa N.;
Rzhetsky, Andrey;
De Grave, Kurt;
King, Ross D..
Representation of probabilistic scientific knowledge, Journal of Biomedical Semantics, volume 4, issue Suppl 1, pages 1-12, 2013
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- Subasic, Ilija;
Berendt, Bettina.
Story graphs: Tracking document set evolution using dynamic graphs, Intelligent Data Analysis, volume 17, issue 1, pages 125-147, 2013
- Taghipour, Nima;
Fierens, Daan;
Davis, Jesse;
Blockeel, Hendrik.
Lifted variable elimination: Decoupling the operators from the constraint language, The Journal of Artificial Intelligence Research, 2013 (Accepted)
- Tatti, Nikolaj.
Fast sequence segmentation using log-linear models, Data Mining and Knowledge Discovery, volume To appear, 2013 (Accepted)
- Tatti, Nikolaj;
Moerchen, Fabian;
Calders, Toon.
Finding robust itemsets under subsampling, ACM Transactions on Database Systems, 2013 (Accepted)
- Wittocx, Johan;
Denecker, Marc;
Bruynooghe, Maurice.
Constraint propagation for first-order logic and inductive definitions, ACM Transactions on Computational Logic, 2013 (Accepted)
Article in book, internationally recognised scientific publisher
5 references- Blockeel, Hendrik.
Statistical relational learning, Bianchini, Monica; Maggini, Marco; Jain, Lakhmi (eds.), Springer, 2013 (Accepted)
- Kimmig, Angelika.
Deduction, Springer, 2013 (Accepted)
- Kimmig, Angelika.
Induction, Springer, 2013 (Accepted)
- Kimmig, Angelika.
Abduction, Springer, 2013 (Accepted)
- Verdoolaege, Sven.
Polyhedral process networks, Bhattacharrya, Shuvra; Deprettere, Ed; Leupers, Rainer; Takala, Jarmo (eds.), Springer, 2013 (Accepted)
Papers at international conferences and symposia, published in full in proceedings
20 references- Akoglu, Leman;
Vreeken, Jilles;
Tong, Hanghang;
Chau, Duen Horng;
Tatti, Nikolaj;
Faloutsos Christos, Christos.
Mining connection pathways for marked nodes in large graphs, SIAM International Conference on Data Mining, May 2-4, 2013, 2013 SIAM International Conference on Data Mining (Accepted)
- Billiet, Lieven;
Oramas Mogrovejo, José Antonio;
Hoffmann, McElory;
Meert, Wannes;
Antanas, Laura.
Rule-based hand posture recognition using qualitative finger configurations acquired with the Kinect, International conference on pattern recognition applications and methods - ICPRAM 2013, Barcelona, Spain, 15-18 February 2013, Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, pages 1-4
- Fierens, Daan;
Kersting, Kristian;
Davis, Jesse;
Chen, Jian;
Mladenov, Martin.
Pairwise Markov logic, Rigguzi, Fabrizio; Zelezny, Filip (eds.), International Conference on Inductive Logic Programming, Dubrovnik, Croatia, 17-19 September 2012, Postproceedings of the 22nd International Conference on Inductive Logic Programming, Springer, 2013 (Accepted)
- Guns, Tias;
Dries, Anton;
Tack, Guido;
Nijssen, Siegfried;
De Raedt, Luc.
MiningZinc: A modeling language for constraint-based mining, International Joint Conference on Artificial Intelligence, Beijing, China, 3-9 August 2013, Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (Accepted)
- Huang, Bert;
Kimmig, Angelika;
Getoor, Lise;
Golbeck, Jennifer.
A flexible framework for probabilistic models of social trust, International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP), Washington DC, USA, 02-05 April 2013, Lecture Notes in Computer Science, volume 7812, pages 265-273, Springer
- Jung, Tobias;
Ernst, Damien;
Maes, Francis.
Optimized look-ahead trees: Extensions to large and continuous action spaces, IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, Singapore, 16-19 April 2013, Proceedings of IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL’13) (Accepted)
- Moldovan, Bogdan;
Antanas, Laura;
Hoffmann, McElory.
Opening doors: An initial SRL approach, ILP (International Conference on Inductive Logic Programming), Dubrovnik, Croatia, 17-19 September 2012, Springer LNCS Post Proceedings, 2013 (Accepted)
- Moldovan, Bogdan;
Moreno, Plinio;
van Otterlo, Martijn.
On the use of probabilistic relational affordance models for sequential manipulation tasks in robotics, ICRA (IEEE International Conference on Robotics and Automation ), Karlsruhe, Germany, 6-10 May 2013 (Accepted)
- Nikiforakis, Nick;
Van Acker, Steven;
Meert, Wannes;
Desmet, Lieven;
Piessens, Frank;
Joosen, Wouter.
Bitsquatting: Exploiting bit-flips for fun, or profit?, World Wide Web Conference (WWW), Rio De Janeiro, Brazil, 13-17 May 2013 (Accepted)
- Robben, David;
Smeets, Dirk;
Ruijters, Daniel;
Hoffmann, McElory;
Antanas, Laura;
Maes, Frederik;
Suetens, Paul.
Intra-patient non-rigid registration of 3D vascular cerebral images, CLIP 2012 - MICCAI workshop on clinical image-based procedures: from planning to intervention (Revised Selected Papers), Nice, France, 5 October 2012, Lecture Notes in Computer Science: Clinical Image-based Procedures. From Planning to Intervention,, volume 7761, pages 106-113, Springer, 2013
- Taghipour, Nima;
Davis, Jesse;
Blockeel, Hendrik.
Generalized counting for lifted variable elimination, Zaverucah, Jerson; Santos Costa, Vitor (eds.), International Conference on Inductive Logic Programming (ILP), Rio de Janeiro, Brazil, 28-30 August 2013 (Accepted)
- Taghipour, Nima;
Fierens, Daan;
Van den Broeck, Guy;
Davis, Jesse;
Blockeel, Hendrik.
Completeness results for lifted variable elimination, Carvalho, Carlos M.; Ravikumar, Pradeep (eds.), International Conference on Artificial Intelligence and Statistics (AISTATS), Scottsdale, USA, 29 April - 1 May 2013, Proceedings of the 16th International Conference on Artificial Intelligence and Statistics, JMLR Workshop and Conference Proceedings, volume 31, JMLR Workshop and Conference Proceedings (Accepted)
- Taghipour, Nima;
Fierens, Daan;
Van den Broeck, Guy;
Davis, Jesse;
Blockeel, Hendrik.
On the completeness of lifted variable elimination, International Workshop on Statistical Relational AI (StarAI-13), Bellevue, Washington, 15 July 2013 (Accepted)
- van den Berghe, Alexander;
Van Haaren, Jan;
Van Baelen, Stefan;
Berbers, Yolande;
Joosen, Wouter.
Towards an automated pattern selection procedure in software models, Riguzzi, Fabrizio; Železný, Filip (eds.), International conference on inductive logic programming, Dubrovnik, Croatia, 17-19 September 2012, Late Breaking Papers of the 22nd International Conference on Inductive Logic Programming (ILP 2012), pages 68-73, CEUR-WS, 2013
- Van den Broeck, Guy.
On the complexity and approximation of binary evidence for lifted inference, Statistical Relational AI workshop, Bellevue, Washington, USA, 2013 (Accepted)
- Van den Broeck, Guy;
Meert, Wannes;
Davis, Jesse.
Lifted generative parameter learning, Statistical Relational AI (StaRAI) workshop, Bellevue, Washington, USA, 15 July 2013 (Accepted)
- Van Haaren, Jan;
Davis, Jesse;
Lappenschaar, Martijn;
Hommersom, Arjen.
Exploring disease interactions using Markov networks, AAAI-13 Workshop on Expanding the Boundaries of Health Informatics Using AI, Bellevue, Washington, USA, 15 July 2013 (Accepted)
- Vens, Celine;
Verstrynge, Bart;
Blockeel, Hendrik.
Semi-supervised clustering with example clusters, International Conference on Knowledge Discovery and Information Retrieval, Vilamoura, Portugal, 19-22 September 2013 (Accepted)
- Verbeeck, Denny;
Maes, Francis;
De Grave, Kurt;
Blockeel, Hendrik.
Multi-objective optimization with surrogate trees, GECCO, Amsterdam, 06-10 July 2013 (Accepted)
- Zimmermann, Albrecht.
Objectively evaluating interestingness measures for frequent itemset mining, Li, Jiuyong; Tan, Kay Chen; Liu, Bo (eds.), Pacific-Asia Conference on Knowledge Discovery and Data Mining, Goldcoast, Queensland, Australia, 14-17 April 2013, Emerging Trends in Knowledge Discovery and Data Mining - PAKDD 2013 International Workshops, Springer (Accepted)
Meeting abstracts, presented at international conferences and symposia
3 references- Cuppens, Kris;
Van de Vel, Anouk;
Karsmakers, Peter;
Bonroy, Bert;
Milosevic, Milica;
Luca, Stijn;
Croonenborghs, Tom;
Tuytelaars, Tinne;
Lagae, Lieven;
Ceulemans, Berten;
Van Huffel, Sabine;
Vanrumste, Bart.
Detection of nocturnal convulsive seziures in children by integrating video and accelerometer recordings, Dutch Conference on Bio-Medical Engineering, Egmond aan Zee, The Netherlands, 24-25 January 2013
- De Maeyer, Dries;
Renkens, Joris;
De Raedt, Luc;
Marchal, Kathleen.
Interaction networks to analyze gene lists from omics data, International Conference on Microbiology, Bremen, 10-13 March 2013
- Luca, Stijn;
Karsmakers, Peter;
Cuppens, Kris;
Croonenborghs, Tom;
Van de Vel, Anouk;
Ceulemans, Berten;
Lagae, Lieven;
Van Huffel, Sabine;
Vanrumste, Bart.
An approach using extreme value statistics to detect rare movement events in a bio-medical dataset, Dutch Bio-Medical Engineering Conference, Egmond aan Zee, The Netherlands, 24-25 January 2013
Thesis
4 references- De Paula Costa, Eduardo.
Algorithms for Analyzing Biological Sequences , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, May 2013,
Blockeel, Hendrik and
Ramon, Jan (supervisors) (Accepted)
- Kordjamshidi, Parisa.
Structured Machine Learning for Mapping Natural Language to Spatial Ontologies , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, July 2013,
Moens, Marie-Francine (supervisor) (Accepted)
- Taghipour, Nima.
Lifted Probabilistic Inference by Variable Elimination , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, March 2013, xvii + 251 pages, isbn: 978-946-018-646-2,
Blockeel, Hendrik and
Davis, Jesse (supervisors) (Accepted)
- Van den Broeck, Guy.
Lifted Inference and Learning in Statistical Relational Models , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, January 2013, xx + 264 pages, isbn: 978-908-649-590-0,
De Raedt, Luc (supervisor)
Internal reports
7 references- Demoen, Bart;
Garcia de la Banda, Maria.
Latin Squares and Redundant Inequalities, CW Reports, volume CW635, 14 pages, Department of Computer Science, KU Leuven, Leuven, Belgium, February 2013
- Demoen, Bart;
Garcia de la Banda, Maria.
Inequalities in 2x2-Sudoku and beyond, CW Reports, volume CW636, 19 pages, Department of Computer Science, KU Leuven, Leuven, Belgium, February 2013
- Demoen, Bart;
Nguyen, Phuong-Lan.
The classification of graphs with a redundant inequality, CW Reports, volume CW633, 14 pages, Department of Computer Science, KU Leuven, Leuven, Belgium, January 2013
- Fockaert, Kevin;
Janssens, Laurent;
Demoen, Bart.
On (an error in) the Simultaneous Hall Condition, CW Reports, volume CW632, 5 pages, Department of Computer Science, KU Leuven, Leuven, Belgium, January 2013
- Schrijvers, Tom;
Demoen, Bart;
Desouter, Benoit.
Delimited continuations in Prolog: Semantics, use and implementation in the WAM, CW Reports, volume CW631, 32 pages, Department of Computer Science, KU Leuven, Leuven, Belgium, January 2013
- Schrijvers, Tom;
Demoen, Bart;
Desouter, Benoit.
Delimited continuations in Prolog: Semantics, use and implementation in the WAM, CW Reports, volume CW631, 32 pages, Department of Computer Science, KU Leuven, Leuven, Belgium, January 2013
- Van Onsem, Willem;
Demoen, Bart.
Analyse en vergelijking van zestien implementaties uit de CHeSC 2011 competitie, CW Reports, volume CW634, 21 pages, Department of Computer Science, KU Leuven, Leuven, Belgium, January 2013
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