Publications DTAI
2010
Articles in internationally reviewed journals
20 references- Berendt, Bettina;
Hotho, Andreas;
Stumme, Gerd.
Bridging the gap-Data mining and social network analysis for integrating semantic web and Web 2.0, Web Semantics: Science, Services and Agents on the World Wide Web, volume 8, issue 2-3, pages 95-96, 2010
- Berendt, Bettina;
Krause, Beate;
Kolbe-Nusser, Sebastian.
Intelligent scientific authoring tools: interactive data mining for constructive uses of citation networks, Information Processing & Management, volume 46, issue 1, pages 1-10, 2010
- De Grave, Kurt;
Costa, Fabrizio.
Molecular graph augmentation with rings and functional groups, Journal of Chemical Information and Modeling, volume 50, issue 9, pages 1660-1668, 2010
- Denecker, Marc;
Cortés-Calabuig, Alvaro;
Bruynooghe, Maurice;
Arieli, Ofer.
Towards a logical reconstruction of a theory for locally closed databases, ACM Transactions on Database Systems, volume 35, issue 3, pages 1-60, 2010
- Dries, Anton;
De Raedt, Luc;
Nijssen, Siegfried.
Mining predictive k-CNF expressions, IEEE Transactions on Knowledge and Data Engineering, volume 22, issue 5, pages 743-748, 2010
- Fierens, Daan;
Ramon, Jan;
Blockeel, Hendrik;
Bruynooghe, Maurice.
A comparison of pruning criteria for probability trees, Machine Learning, volume 78, issue 1-2, pages 251-285, 2010
- Gabbrielli, Maurizio;
Mauro, Jacopo;
Meo, Maria Chiara;
Sneyers, Jon.
Decidability properties for fragments of CHR, Theory and Practice of Logic Programming, volume 10, pages 611-626, 2010
1/1007.4476v1
- Horvath, Tamas;
Ramon, Jan.
Efficient frequent connected subgraph mining in graphs of bounded treewidth, Theoretical Computer Science, volume 411, pages 2784-2797, 2010
- Horvath, Tamas;
Ramon, Jan;
Wrobel, Stefan.
Frequent subgraph mining in outerplanar graphs, Data Mining and Knowledge Discovery, volume 21, issue 3, pages 472-508, 2010
- Hou, Ping;
De Cat, Broes;
Denecker, Marc.
FO(FD): Extending classical logic with rule-based fixpoint definitions, Theory and Practice of Logic Programming, volume 10, issue 4-6, pages 581-596, 2010
- Landwehr, Niels;
Passerini, Andrea;
De Raedt, Luc;
Frasconi, Paolo.
Fast learning of relational kernels, Machine Learning, volume 78, issue 3, pages 305-342, 2010
- Nijssen, Siegfried;
Fromont, Elisa.
Optimal constraint-based decision tree induction from itemset lattices, Data Mining and Knowledge Discovery, volume 21, issue 1, pages 9-51, 2010
- 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
- Sneyers, Jon;
Meert, Wannes;
Vennekens, Joost;
Kameya, Yoshitaka;
Sato, Taisuke.
CHR(PRISM)-based probabilistic logic learning, Theory and Practice of Logic Programming, volume 10, pages 433-447, 2010
- Sneyers, Jon;
Van Weert, Peter;
Schrijvers, Tom;
De Koninck, Leslie.
As time goes by: Constraint Handling Rules, a survey of CHR research from 1998 to 2007, Theory and Practice of Logic Programming, volume 10, issue 1, pages 1-48, 2010
- Van Loon, Kristien;
Guiza Grandas, Fabian;
Meyfroidt, Geert;
Aerts, Jean-Marie;
Ramon, Jan;
Blockeel, Hendrik;
Bruynooghe, Maurice;
Van den Berghe, Greet;
Berckmans, Daniel.
Prediction of Clinical Conditions after Coronary Bypass Surgery using Dynamic Data Analysis, Journal of Medical Systems, volume 34, issue 3, pages 229-239, 2010
- Van Weert, Peter.
Efficient lazy evaluation of rule-based programs, IEEE Transactions on Knowledge and Data Engineering, volume 22, issue 11, pages 1521-1534, 2010
- Vennekens, Joost;
Denecker, Marc;
Bruynooghe, Maurice.
FO(ID) as an extension of DL with rules, Annals of Mathematics and Artificial Intelligence, volume 58, issue 1-2, pages 85-115, 2010
- Verdoolaege, Sven;
Palkovic, Martin;
Bruynooghe, Maurice;
Janssens, Gerda;
Catthoor, Francky.
Experience with widening based equivalence checking in realistic multimedia systems, Journal of Electronic Testing, volume 26, issue 2, pages 279-292, 2010
- Wittocx, Johan;
Mariën, Maarten;
Denecker, Marc.
Grounding FO and FO(ID) with bounds, The Journal of Artificial Intelligence Research, volume 38, pages 223-269, 2010
Books, internationally recognised scientific publisher; as editor
2 references- De Raedt, Luc (ed.),
Inductive Logic Programming, Revised Papers, International Conference on Inductive Logic Programming, Leuven, Belgium, July 02-04, 2009, Lecture Notes in Computer Science (1 ed.), volume 5989, 257 pages, Springer, 2010, isbn 978-364-213-839-3
- De Schreye, Danny (ed.),
Logic-Based Program Synthesis and Transformation, Proceedings of the 19th International Symposium on Logic-Based Program Synthesis and Transformation, LOPSTR 2009, Coimbra, Portugal, 9-11 September 2009, Lecture Notes in Computer Science, volume 6037, 204 pages, Springer, Berlin, 2010, isbn 364-212-591-3
Article in book, internationally recognised scientific publisher
22 references- Berendt, Bettina.
Text mining for news and blogs analysis, Sammut, Claude; Webb, Geoffrey I (eds.), 2010
- Berendt, Bettina;
Köppen, Veit.
Improving information ranking by respecting the multidimensionality and uncertainty of user preferences, Armano, Giuliano; de Gemmis, Marco; Semeraro, Giovanni; Vargiu, Eloisa (eds.), Springer, 2010
- Berendt, Bettina;
Menasalvas, Ernestina.
A human-centric perspective on ubiquitous knowledge discovery, May, Michael; Saitta, Lorenza (eds.), Springer, 2010
- Besson, Jérémy;
Boulicaut, Jean-François;
Guns, Tias;
Nijssen, Siegfried.
Generalizing itemset mining in a constraint programming setting, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Springer, 2010
- Blockeel, Hendrik;
Calders, Toon;
Fromont, Elisa;
Goethals, Bart;
Prado, Adriana;
Robardet, Céline.
A practical comparative study of data mining query languages, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Springer, 2010
- Blockeel, Hendrik;
Calders, Toon;
Fromont, Elisa;
Goethals, Bart;
Prado, Adriana;
Robardet, Celine.
Inductive querying with virtual mining views, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Springer, 2010
- Bringmann, Björn;
Nijssen, Siegfried;
Zimmermann, Albrecht.
From local patterns to classification models, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Springer, 2010
- De Raedt, Luc.
About knowledge and inference in logical and relational learning, Koronacki, J.; Ras, Z.W.; Wierzchon, S.T.; Kacprzyk, J (eds.), Springer, 2010
- De Raedt, Luc.
Logic of generality, Sammut, Claude; Webb, Geoffrey I (eds.), Springer, 2010
- De Raedt, Luc.
Inductive logic programming, Sammut, Claude; Webb, Geoffrey I (eds.), Springer, 2010
- De Raedt, Luc.
Multi-relational data mining, Sammut, Claude; Webb, Geoffrey I (eds.), Springer, 2010
- De Raedt, Luc;
Jaeger, Manfred;
Lee, Sau Dan;
Mannila, Heikki.
A theory of inductive query answering, Džeroski, Sašo; Goethals, Bart; Panov, Panče (eds.), Springer, 2010
- De Raedt, Luc;
Kersting, Kristian.
Statistical relational learning, Sammut, Claude; Webb, Geoffrey I (eds.), Springer, 2010
- De Raedt, Luc;
Kimmig, Angelika;
Gutmann, Bernd;
Kersting, Kristian;
Santos Costa, Vitor;
Toivonen, Hannu.
Probabilistic inductive querying using ProbLog, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Springer, 2010
- Gürses, Fahriye;
Berendt, Bettina.
PETs in the surveillance society: a critical review of the potentials and limitations of the privacy as confidentiality paradigm, Gutwirth, Serge; Poullet, Yves; De Hert, Paul (eds.), Springer, 2010
- Gürses, Seda;
Berendt, Bettina.
The Social Web and Privacy: Practice, Reciprocity and Conflicts in Social Networks, Bonchi, Francesco; Ferrari, Elena (eds.), Chapman and Hall/CRC, 2010
- King, Ross D.;
Schierz, Amanda;
Clare, Amanda;
Rowland, Jem;
Sparkes, Andrew;
Nijssen, Siegfried;
Ramon, Jan.
Inductive queries for a drug designing robot scientist, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Springer, 2010
- Ponsen, Marc;
Croonenborghs, Tom;
Tuyls, Karl;
Ramon, Jan;
Driessens, Kurt;
Van den Herik, Jaap.
Learning with whom to communicate using relational reinforcement learning, Babuska, Robert; Groen, Frans (eds.), Springer, 2010
- Struyf, Jan;
Blockeel, Hendrik.
Relational learning, Sammut, Claude; Webb, Geoff (eds.), Springer, 2010
- Vanschoren, Joaquin;
Blockeel, Hendrik.
Experiment databases, Dzeroski, Saso; Goethals, Bart; Panov, Pance (eds.), Springer, 2010
- 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
- Verdoolaege, Sven.
Polyhedral process networks, Bhattacharrya, Shuvra; Deprettere, Ed; Leupers, Rainer; Takala, Jarmo (eds.), Springer, 2010
Papers at international conferences and symposia, published in full in proceedings
62 references- Antanas, Laura;
Gutmann, Bernd;
Thon, Ingo;
Kersting, Kristian;
De Raedt, Luc.
Combining video and sequential statistical relational techniques to monitor card games, ICML Workshop on Machine Learning and Games, Haifa, Israel, 25 June 2010, Online Proceedings of ICML Workshop on Machine Learning and Games (oral Presentation), pages 1-6
- Antanas, Laura;
Gutmann, Bernd;
Thon, Ingo;
Kersting, Kristian;
De Raedt, Luc.
Combining video and sequential statistical relational techniques to monitor card games, Belgian-Dutch Conference on Machine Learning, Leuven, Belgium, 27-28 May 2010, Proceedings of the Annual Belgian-Dutch Conference on Machine Learning, pages 1-6
- Blockeel, Hendrik;
Piccart, Beauregard;
Rahmani, Hossein;
Fierens, Daan.
Three complementary approaches to context aware movie recommendation, Workshop on Context-Aware Movie Recommendation, Barcelona, 30 september 2010, Proceedings of the Workshop on Context-Aware Movie Recommendation, pages 57-60, ACM
- Blockeel, Hendrik;
Rahmani, Hossein;
Witsenburg, Tijn.
On the importance of similarity measures for planning to learn, Brazdil, Pavel; Bernstein, Abraham; Kietz, Jörg-Uwe (eds.), International Workshop on Planning to Learn, Lisbon, Portugal, 17 August 2010, 19th European Conference on Artificial Intelligence, 3rd Planning to Learn Workshop, PlanLearn-2010, pages 69-74
- Bruynooghe, Maurice;
Mantadelis, Theofrastos;
Kimmig, Angelika;
Gutmann, Bernd;
Vennekens, Joost;
Janssens, Gerda;
De Raedt, Luc.
ProbLog technology for inference in a probabilistic first order logic, Coelho, Helder; Studer, Rudi; Woolridge, Michael (eds.), European Conference on Artificial Intelligence, Lisbon, Portugal, 16-20 August 2010, ECAI 2010 - 19th European Conference on Artificial Intelligence, pages 719-724, IOS Press
- Costa Florencio, Cristovao;
Fernau, Henning.
Finding consistent categorial grammars of bounded value: A parameterized approach, Language and Automata Theory and Applications (LATA), Trier, Germany, May 24-28, 2010, Lecture Notes in Computer Science, volume 6031, pages 202 -213, Springer
- Costa, Fabrizio;
De Grave, Kurt.
Fast neighborhood subgraph pairwise distance kernel, International Conference on Machine Learning, Haifa, Israel, 21-24 June 2010, Proceedings of the 26th International Conference on Machine Learning, pages 255-262, Omnipress
- De Raedt, Luc;
Guns, Tias;
Nijssen, Siegfried.
Constraint programming for data mining and machine learning, AAAI Conference on Artificial Intelligence, Atlanta, Georgia, USA, 11-15 July 2010, Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI-10), pages 1671-1675
- De Raedt, Luc;
Thon, Ingo.
Probabilistic rule learning, Paolo, Frasconi; Lisi, Francesa Alessandra (eds.), International Conference on Inductive Logic Programming (ILP), Florence, Italy, 27-30 June 2010, Lecture Notes in Computer Science, Inductive Logic Programming - 20th International Conference, ILP 2010, volume 6489, pages 47-58
- Degrave, Francois;
Schrijvers, Tom;
Vanhoof, Wim.
Towards a framework for constraint-based test case generation, Logic-Based Program Synthesis and Transformation, Coimbra, Portugal, 9-11 September 2009, Lecture Notes in Computer Science, volume 6037, pages 128-142, Springer, 2010
- Denecker, Marc;
De Cat, Broes.
DPLL(Agg): An efficient SMT module for aggregates, Logic and Search, Edinburgh, 15 July 2010
- Dries, Anton;
De Raedt, Luc.
Towards clausal discovery for stream mining, De Raedt, Luc (ed.), International conference on Inductive Logic Programming, Leuven, Belgium, 1-4 July 2009, Lecture Notes in Computer Science, volume 5989, pages 9-16, Springer, 2010
- Dries, Anton;
Nijssen, Siegfried.
Analyzing graph databases by aggregate queries, International Workshop On Mining and Learning with Graphs, Washington, DC, 25 July 2010, Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 9 pages
- Duquenoy, Penny;
Martens, Bern;
Patrignani, Norberto.
Embedding ethics in European information & communication technology curricula, Arias-Oliva, Mario; Bynum, Terrell Ward; Rogerson, Simon; Torres-Coronas, Teresa (eds.), Ethicomp 2010, Tarragona, Spain, 14-16 April 2010, The "backwards, Forwards and Sideways" Changes of ICT, pages 127-135, Universitat Rovira i Vergili
- Fierens, Daan.
On the relationship between logical Bayesian networks and probabilistic logic programming based on the distribution semantics, De Raedt, Luc (ed.), International conference on Inductive Logic Programming, Leuven, Belgium, 1-4 July 2009, Lecture Notes in Computer Science, volume 5989, pages 17-24, Springer, 2010
- Fierens, Daan.
On the use of combining rules in relational probability trees, Parthasarathy, Srinivasan; Liu, Bing; Goethals, Bart; Pei, Jian; Kamath, Chandrika (eds.), SIAM International Conference on Data Mining, Columbus (OH), USA, 29 April - 1 May, 2010, Proceedings of the Tenth SIAM International Conference on Data Mining (SDM), pages 397-408, Society for Industrial and Applied Mathematics (SIAM)
- Fierens, Daan.
Context-specific independence in directed relational probabilistic models and its influence on the efficiency of Gibbs sampling, European Conference on Artificial Intelligence, Lisbon, Portugal, 16-20 August 2010, Proceedings of the 19th European Conference on Artificial Intelligence (ECAI), pages 243-248, IOS Press
- Fierens, Daan.
Improving the efficiency of Gibbs sampling for probabilistic logical models by means of program specialization, International Conference on Logic Programming, Edinburgh, Scotland, 16-19 July 2010, Technical Communications of 26th International Conference on Logic Programming (ICLP), pages 74-83, Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik
- Guns, Tias;
Sun, Hong;
Marchal, Kathleen;
Nijssen, Siegfried.
Cis-regulatory module detection using constraint programming, IEEE International Conference on Bioinformatics & Biomedicine, Hong Kong, 18-21 December 2010, Proc. of IEEE International Conference on Bioinformatics & Biomedicine, pages 363-368, IEEE Computer Society
- Gutmann, Bernd;
Jaeger, Manfred;
De Raedt, Luc.
Extending ProbLog with continuous distributions, Frasconi, Paolo; Lisi, Francesa Alessandra (eds.), International Conference on Inductive Logic Programming (ILP), Florence, Italy, 27-30 June 2010, Inductive Logic Programming, volume 6489, pages 76-91, Springer
- Kimmig, Angelika;
Costa, Fabrizio.
Link and node prediction in metabolic networks with probabilistic logic, Analysis of Complex NEtworks, Barcelona, Spain, 20 September 2010, Analysis of Complex NEtworks, pages 1-10
- Knobbe, Arno;
Blockeel, Hendrik;
Koopman, Arne;
Calders, Toon;
Obladen, Bas;
Bosma, Carlos;
Galenkamp, Hessel;
Koenders, Eddy;
Kok, Joost.
InfraWatch: Data management of large systems for monitoring infrastructural performance, Intelligent Data Analysis (IDA), Tucson, Arizona, USA, 19-21 May 2010, Lecture Notes in Computer Science, volume 6065, pages 91-102, Springer
- Kordjamshidi, Parisa;
Moens, Marie-Francine;
van Otterlo, Martijn.
Spatial Role Labeling: Task Definition and Annotation Scheme, Calzolari, Nicoletta; Khalid, Choukri; Bente, Maegaard (eds.), Seventh conference on International Language Resources and Evaluation, Malta, 19-21 May 2010, Proceedings of the Seventh Conference on International Language Resources and Evaluation (LREC'10), pages 413-420, European Language Resources Association (ELRA)
- Kordjamshidi, Parisa;
van Otterlo, Martijn;
Moens, Marie-Francine.
From language towards formal spatial calculi, Ross, Robert J.; Hois, Joana; Kelleher, John (eds.), Computational Models of Spatial Language Interpretation (COSLI), Mt.Hood/Portland, OR, USA, 15-August 2010, Proc. of 1st Workshop COSLI'10, pages 17-24, CEUR-WS.org
- Lowd, Daniel;
Davis, Jesse.
Learning Markov network structure with decision trees, IEEE International Conference on Data Mining, Sydney, Australia, December 14-17, 2010, Proceedings of the 10th IEEE International Conference on Data Mining, pages 334-343, IEEE Computer Society
- Mantadelis, Theofrastos;
Janssens, Gerda.
Dedicated tabling for a probabilistic setting, Hermenegildo, Manuel; Schaub, Torsten (eds.), International Conference on Logic Programming, Edinburgh, Scotland, July 16-19, Technical Communications of the 26th International Conference on Logic Programming, volume 7, pages 124-133, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2010
- Mantadelis, Theofrastos;
Janssens, Gerda.
Variable compression in ProbLog, Fermüller, Christian; Voronkov, Andrei (eds.), Logic for Programming, Artificial Intelligence and Reasoning (LPAR), Yogyakarta, Indonesia, 10-15 October 2010, Lecture Notes in Computer Science, volume 6397, pages 504-518, Springer-Verlag's
- Mantadelis, Theofrastos;
Rocha, Ricardo;
Kimmig, Angelika;
Janssens, Gerda.
Preprocessing Boolean formulae for BDDs in a probabilistic context, Janhunen, Tomi; Niemelä, Ilkka (eds.), The European Conference on Logics in Artificial Intelligence, Helsinki, 13-15 September 2010, Logics in Artificial Intelligence, 12th European Conference, JELIA 2010, Proceedings, volume 6341, issue 12, pages 260-272, Springer
- 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
- Meert, Wannes;
Taghipour, Nima;
Blockeel, Hendrik.
First-order Bayes-ball, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2010), Barcelona, Spain, 20-24 September 2010, Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, pages 369-384, Springer
- Natarajan, Sriraam;
Khot, Tushar;
Kersting, Kristian;
Gutmann, Bernd;
Shavlik, Jude.
Boosting relational dependency networks, Frasconi, Paolo; Lisi, Francesa Alessandra (eds.), International Conference on Inductive Logic Programming (ILP), Florence, Italy, 27-30 June 2010, Online Proceedings of the International Conference on Inductive Logic Programming 2010, pages 1-8
- Nijssen, Siegfried;
Guns, Tias.
Integrating constraint programming and itemset mining, European Conference on Machine Learning and Knowledge Discovery in Databases, Barcelona, 20-24 September 2010, Lecture Notes in Computer Science, volume 6322, pages 467-482, Springer
- Oliveira, Bruno C. d. S.;
Schrijvers, Tom;
Cook, William R..
EffectiveAdvice: Disciplined advice with explicit effects, International Conference on Aspect-Oriented Software Development, Saint-Malo, France, 17-19 March, 2010, AOSD '10: Proceedings of the Nineth International Conference on Aspect-Oriented Software Development, pages 109-120, ACM
- Oramas Mogrovejo, José Antonio;
De Raedt, Luc.
Answering complex questions in natural language using probabilistic logic programming and the web, Benelux conference on artificial intelligence - BNAIC 2010, Luxembourg, 25-26 October 2010, Online Proceedings 22nd Benelux Conference on Artificial Intelligence, 8 pages pages
- Orchard, Dominic;
Schrijvers, Tom.
Haskell type constraints unleashed, International Symposium on Functional and Logic Programming, Sendai, Japan, 19-21 April 2010, Lecture Notes in Computer Science, volume 6009, pages 56-71, Springer
- 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
- Pilozzi, Paolo;
De Schreye, Danny.
Scaling termination proofs by a characterisation of cycles in CHR, Schneider-Kamp, Peter (ed.), International Workshop on Termination, Edinburgh, United Kingdom, July 2010, Proceedings of the 11th International Workshop on Termination, 5 pages
- Pilozzi, Paolo;
Schrijvers, Tom;
Bruynooghe, Maurice.
A transformational approach for proving properties of the CHR constraint store, Logic-Based Program Synthesis and Transformation, Revised Selected Papers, Coimbra, Portugal, September 2009, Lecture Notes in Computer Science, volume 6037, pages 22-36, Springer, 2010
- Rahmani, Hossein;
Blockeel, Hendrik;
Bender, Andreas.
Predicting the functions of proteins in protein-protein interaction networks from global information, International Workshop on Machine Learning in Systems Biology, Ljubljana, Slovenia, 5-6 September 2009, JMLR: Workshop and Conference Proceedings, volume 8, pages 82-97, 2010
- Rahmani, Hossein;
Nobakht, Behrooz;
Blockeel, Hendrik.
Collaboration-based social tag prediction in the graph of annotated web pages, Pensa, Ruggero; Cordero, Francesca; Rouveirol, Celine; Kanawati, Rushed; Troyano, Jose; Rosso, Paolo (eds.), Workshop on Dynamic Networks and Knowledge Discovery, Barcelona, Spain, 24 September 2010, DyNaK 2010: Dynamic Networks and Knowledge Discovery, pages 1-12
- Schoenmackers, Stefan;
Davis, Jesse;
Etzioni, Oren;
Weld, Daniel.
Learning first-order Horn clauses from web text, Empirical Methods on Natural Language Processing, Boston, MA, 9-11 October 2010, Proceedings of the 2010 Conference on Empirical Methods on Natural Language Processing, pages 1088-1098
- Schrijvers, Tom;
Mycroft, Alan.
Strictness meets data flow, International Static Analysis Symposium, Perpignan, France, 14-17 September, 2010, Lecture Notes in Computer Science, volume 6337, pages 439-454, Springer
- Shterionov, Dimitar;
Kimmig, Angelika;
Mantadelis, Theofrastos;
Janssens, Gerda.
DNF sampling for ProbLog inference, International Colloquium on Implementation of Constraint and LOgic Programming Systems (CICLOPS), Edinburgh, Scotland, 15 July 2010, Proceedings International Colloquium on Implementation of Constraint and LOgic Programming Systems (CICLOPS), 15 pages
- Sneyers, Jon;
De Schreye, Danny.
APOPCALEAPS: Automatic Music Generation with CHRiSM, BNAIC, Luxembourg, October 2010, Proceedings of 22nd Benelux Conference on Artificial Intelligence (BNAIC'10), pages 1-8
- Subasic, Ilija;
Berendt, Bettina.
From bursty patterns to bursty facts: the effectiveness of temporal text mining for news, European Conference on Artificial Intelligence, Lisbon, Portugal, Aug 16-20, Proceedings of ECAI 2010: 19th European Conference on Artificial Intelligence, pages 517 -522, 2010
- Subasic, Ilija;
Berendt, Bettina.
Experience STORIES: a visual news search and summarization system, ECML/PKDD, Barcelona, September 20-24, 2010, Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III, pages 619-623, Springer
- Subasic, Ilija;
Castillo, Carlos.
The effects of query bursts on Web search, Web Intelligence, Toronto, Canada, August 31 - September 3, 2010, 2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010. Main Conference Proceedings, pages 374-381, IEEE Computer Society
- Thon, Ingo.
Don't fear optimality: Sampling for probabilistic-logic sequence models, International conference on Inductive Logic Programming edition, Leuven, Belgium, 1-4 July 2009, Lecture Notes in Computer Science, volume 5989, pages 226-233, Springer, 2010
- Van de Wiele, Tom;
Tragante Do O, Vinicius;
Alves da Silva, Ricardo Henrique;
Blockeel, Hendrik.
Knowledge discovery in panoramic X-rays for postmortem identification, Benelux Conference on Artificial Intelligence, Luxembourg, 25-26 October 2010, Proceedings of BNAIC, pages 1-6, BNAIC
- Van den Broeck, Guy;
Thon, Ingo;
van Otterlo, Martijn;
De Raedt, Luc.
DTProbLog: A decision-theoretic probabilistic Prolog, Fox, Maria; Poole, David (eds.), AAAI Conference on Artificial Intelligence, Atlanta, Georgia, USA, 11-15 July 2010, Proceedings of the Twenty-fourth AAAI Conference on Artificial Intelligence, pages 1217-1222, AAAI Press
- Van Weert, Peter.
Join ordering for Constraint Handling Rules: Putting theory into practice, Van Weert, Peter; De Koninck, Leslie (eds.), Workshop on Constraint Handling Rules, Edinburgh, Scotland, 20 July 2010, Proceedings of the Seventh Workshop on Constraint Handling Rules, pages 9-15
- Vanschoren, Joaquin;
Soldatova, Larisa.
Collaborative meta-learning, Planning to Learn workshop at the 2010 European Conference on Artificial Intelligence (ECAI 2010), Lisboa, Portugal, August 16-20, 2010, Planning to Learn Workshop at the 2010 European Conference on Artificial Intelligence (ECAI 2010), pages 37-46
- Vanschoren, Joaquin;
Soldatova, Larisa.
Exposé: An ontology for data mining experiments, ECML Workshop on third generation data mining: Towards service-oriented knowledge discovery (SoKD-2010), Barcelona, Spain, September 20th to 24th, 2010, International Workshop on Third Generation Data Mining: Towards Service-oriented Knowledge Discovery (SoKD-2010), pages 31-46
- Vennekens, Joost;
Denecker, Marc;
Bruynooghe, Maurice.
Embracing events in causal modelling: Interventions and counterfactuals in CP-logic, Janhunen, Tomi; Niemela, Ilkka (eds.), European Conference on Logics in Artificial Intelligence (JELIA), Helsinki, Finland, 13-15 September 2010, Lecture Notes in Computer Science, volume 6341, pages 313-325, Springer
- Vens, Celine;
Danchin, Etienne;
Rosso, Marie-Noelle.
Identifying proteins involved in parasitism by discovering degenerated motifs, Dzeroski, Saso; Rogers, Simon; Sanguinetti, Guido (eds.), International Workshop on Machine Learning in Systems Biology, Edinburgh, Scotland, 15-16 October 2010, Proceedings of the Fourth International Workshop on Machine Learning in Systems Biology, pages 81-84
- Vens, Celine;
De Paula Costa, Eduardo;
Blockeel, Hendrik.
Top-down induction of phylogenetic trees, European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, Istanbul, Turkey, 7-9 April 2010, Lecture Notes in Computer Science, volume 6023, pages 62-73, Springer
- Verdoolaege, Sven.
isl: An integer set library for the polyhedral model, Fukuda, Komei; van der Hoeven, Joris; Joswig, Michael; Takayama, Nobuki (eds.), International Congress on Mathematical Software (ICMS 2010), Kobe, Japan, 13-17 September 2010, Lecture Notes in Computer Science, volume 6327, pages 299-302, Springer
- Vlaeminck, Hanne;
Wittocx, Johan;
Vennekens, Joost;
Denecker, Marc;
Bruynooghe, Maurice.
An approximative inference method for solving ∃∀SO satisfiability problems, Janhunen, Tomi; Niemelä, Ilkka (eds.), European Conference on Logics in Artificial Intelligence (JELIA), Helsinki, 13-16 September 2010, Lecture Notes in Computer Science, volume 6341, pages 326-338, Springer
- Vytiniotis, Dimitrios;
Peyton Jones, Simon;
Schrijvers, Tom.
Let should not be generalized, Benton, Nick (ed.), Types in Language Design and Implementation, Madrid, Spain, 23 January, 2010, Proceedings of TLDI 2010: 2010 ACM SIGPLAN International Workshop on Types in Languages Design and Implementation, pages 39-50
- Wittocx, Johan;
Denecker, Marc.
Grounding FO(ID) with bounds, Mitchell, David; Ternovska, Eugenia (eds.), Workshop on logic and search, Edinburgh, 15 July 2010, Proceedings of the Third International Workshop on Logic and Search (LaSh 2010), 17 pages
- Wuille, Pieter;
Schrijvers, Tom.
Expressive models for Monadic Constraint Programming, Mancini, Toni; Pearson, Justin K (eds.), Constraint Programming, St. Andrews, Scotland, 6-10 September 2010, Proceedings of the 9th International Workshop on Constraint Modelling and Reformulation, 15 pages
- Zimmermann, Albrecht;
Bringmann, Björn;
Rückert, Ulrich.
Fast, effective molecular feature mining by local optimization, Balcázar, José; Bonchi, Francesco; Gionis, Aristides; Sebag, Michèle (eds.), PKDD, Barcelona, 20-24 September, 2010, Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III, pages 563-578, Springer
Meeting abstracts, presented at international conferences and symposia
19 references- Blockeel, Hendrik;
Witsenburg, Tijn.
Exploiting homophily in unsupervised learning, Lorentz Workshop on Mining Patterns and Subgroups, Leiden, The Netherlands, 16-19 November 2010
- Bruynooghe, Maurice.
ProbLog technology for inference in a probabilistic first order logic, Spring Workshop on Mining and Learning (SMiLe), Boppard, Germany, 17-19 March 2010
- De Grave, Kurt;
Costa, Fabrizio.
Augmented molecular graph kernel QSARs, Joint Sheffield Conference on Chemoinformatics, Sheffield, 13-15 July 2010
- De Grave, Kurt;
Guns, Tias;
Vandekerckhove, Tom T.M.;
Landuyt, Bart;
Menschaert, Gerben;
Van Crieckinge, Wim;
Schoofs, Liliane;
Luyten, Walter.
Mining cleavage sites of the mouse peptidome, European Conference on Computational Biology, Gent, Belgium, 26-29 September 2010
- De Paula Costa, Eduardo;
Vens, Celine;
Blockeel, Hendrik.
Reconstructing phylogenetic trees from clustering trees, European Conference on Computational Biology, Ghent, Belgium, 26-29 September 2010
- Guns, Tias.
Demo of the gecode-based constraint programming for itemset mining system, Mining Patterns & Subgroups, Lorentz center, Leiden, 16-19 November 2010
- Guns, Tias;
Nijssen, Siegfried;
De Raedt, Luc.
k-Pattern set mining under constraints, Mining Patterns and Subgroups, Lorentz center, Leiden, 16-19 November 2010
- Guns, Tias;
Sun, Hong;
Nijssen, Siegfried;
Sanchez Rodriguez, Aminael;
De Raedt, Luc;
Marchal, Kathleen.
Proximity-based cis-regulatory module detection using constraint programming for itemset mining, European Conference on Computational Biology, Ghent, Belgium, 26-29 September 2010
- Horvath, Tamas;
Ramon, Jan.
Efficient frequent connected subgraph mining in graphs of bounded tree-width, Atzmüller, Martin; Benz, Dominik (eds.), Workshop on knowledge discovery, data mining and machine learning (KDML), Kassel, Germany, 4-6 october 2010, Workshop on Knowledge Discovery, Data Mining and Machine Learning
- Kimmig, Angelika;
Costa, Fabrizio.
Link and node prediction in metabolic networks with probabilistic logic, International Symposium on Networks in Bioinformatics, Amsterdam, the Netherlands, April 22-23, 2010
- Rahmani, Hossein;
Blockeel, Hendrik;
Bender, Andreas.
Collaboration-based function prediction in protein-protein interaction networks, European Conference on Computational Biology, Gent, Belgium, 26-29 September 2010
- Rahmani, Hossein;
Blockeel, Hendrik;
Bender, Andreas.
Collaboration based function prediction in protein-protein interaction networks, International Symposium on Networks in Bioinformatics, Amsterdam, 22-23 April 2010, Proceedings of the 7th International Symposium on Networks in Bioinformatics
- Rahmani, Hossein;
Blockeel, Hendrik;
Bender, Andreas.
Collaboration-based function prediction in protein-protein interaction networks, Dzeroski, Saso; Rogers, Simon; Sanguinetti, Guido (eds.), International Workshop on Machine Learning in Systems Biology, Edinburgh, 15-16 October 2010, Machine Learning in Systems Biology: Proceedings of the Fourth International Workshop, Edinburgh, Scotland, October 15-16, 2010, pages 55-58
- Ramon, Jan.
Mining patient records, with applications in intensive care, Summer school on Computational Intelligence In Health Care, Eindhoven, The Netherlands, 23 September 2010, Summer School on Computational Intelligence In Health Care
- Ramon, Jan;
Haghir Chehreghani, Mostafa.
On the complexity of listing closed frequent subgraph patterns, Manoussakis, Yannis (ed.), French Conference on Combinatorics, Paris, France, 28 June 2010 - 2 july 2010, Proceedings of the 8th French Conference on Combinatorics, page1
- Schietgat, Leander;
Aryal, Sunil;
Ramon, Jan.
Predicting protein function with the relative backbone position kernel, European Conference on Computational Biology, Gent, 26-29 September 2010
- Thon, Ingo;
Gutmann, Bernd;
Van den Broeck, Guy.
Probabilistic programming for planning problems, Kersting, Kristian; Russell, Stuart; Pack Kaelbling, Leslie; Halevy, Alon; Natarajan, Sriraam; Mihalkova, Lilyana (eds.), Statistical Relational AI workshop, Atlanta, USA, 12. July 2010
- Verdoolaege, Sven.
iscc tutorial, International Congress on Mathematical Software (ICMS 2010), Kobe, Japan, 13-17 September 2010
- Wittocx, Johan;
De Cat, Broes;
Denecker, Marc.
The IDP system, Bouvry, Pascal; van der Torre, Leon; Dubois, Eric; Latour, Thibaud (eds.), Benelux conference on artificial intelligence, Luxembourg, 25-26 October 2010, Proceedings of the 22nd Benelux Conference on Artificial Intelligence
Meeting abstracts, presented at other conferences and symposia
1 reference- Wuille, Pieter;
Schrijvers, Tom.
Finite Domain modeling and solving in the Monadic Constraint Programming framework, Conference of the Belgian Operational Research Society, Liege, Belgium, 28-29 Januari, 2010
Thesis
12 references- Deschacht, Koen.
Weakly Supervised Methods for Information Extraction , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, May 2010, 192 pages,
Moens, Marie-Francine and
De Schreye, Danny (supervisors)
- Dries, Anton.
Data Streams and Information Networks: A Knowledge Discovery Perspective , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, December 2010, 216 pages, isbn: 978-946-018-287-7,
De Raedt, Luc (supervisor)
- Gürses, Fahriye Seda.
Multilateral Privacy Requirements Analysis in Online Social Network Services , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, May 2010,
Berendt, Bettina and
Preneel, Bart (supervisors)
- Hou, Ping.
Techniques for Reasoning in FO, PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, March 2010, 216 pages,
Denecker, Marc (supervisor)
- Kimmig, Angelika.
A Probabilistic Prolog and its Applications , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, November 2010, 189 pages, isbn: 978-946-018-282-2,
De Raedt, Luc (supervisor)
- Meyfroidt, Geert.
Computerized data management in the intensive care unit: predictive modeling, time series analysis and opportunities for support of care, PhD thesis, Acute Medical Sciences, Laboratory of Intensive Care Medicine, Faculty of Medicine, March 2010,
Van den Berghe, Greet (supervisor) ,
Bruynooghe, Maurice (cosupervisor)
- Schietgat, Leander.
Graph-Based Data Mining for Biological Applications , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, May 2010,
Blockeel, Hendrik and
Bruynooghe, Maurice (supervisors)
- Theys, Kristof.
HIV-1 Evolutionary Dynamics: Individualized Prediction of Antiretroviral Resistance, PhD thesis, Laboratory of Clinical and Epidemiological Virology (Rega Institute), Department of Microbiology and Immunology, Faculty of Medicine, December 2010, 210 pages,
Vandamme, Annemie (supervisor) ,
Blockeel, Hendrik (cosupervisor)
- Van Weert, Peter.
Extension and Optimising Compilation of Constraint Handling Rules , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, May 2010, XXIV+248 pages, isbn: 978-946-018-219-8,
Demoen, Bart (supervisor)
- Vanegas Peralta, Pablo.
A Spatially Explicit Approach to the Site Location Problem in Raster Maps with Application to Afforestation , PhD thesis, Centre for Industrial Management / Traffic & Infrastructure, Department of Mechanical Engineering, Faculty of Engineering Science, September 2010,
Cattrysse, Dirk and
De Schreye, Danny (supervisors)
- Vanschoren, Joaquin.
Understanding Machine Learning Performance with Experiment Databases , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, May 2010, 258 pages, isbn: 978-946-018-206-8,
Blockeel, Hendrik (supervisor)
- Wittocx, Johan.
Finite Domain and Symbolic Inference Methods for Extensions of First-Order Logic , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, May 2010, 242 pages,
Denecker, Marc (supervisor)
Internal reports
11 references- Brazdil, Pavel;
Leite, Rui;
Vanschoren, Joaquin;
Queiros, Francisco.
Using active testing and meta-level information for selection of classification algorithms, CW Reports, volume CW591, 8 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, August 2010
- De Raedt, Luc;
Thon, Ingo.
Probabilistic rule learning, CW Reports, volume CW580, 9 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, April 2010
- Fierens, Daan.
Improving the efficiency of Gibbs sampling for probabilistic logical models by means of program specialization, CW Reports, volume CW581, 15 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, April 2010
- Guns, Tias;
Nijssen, Siegfried;
De Raedt, Luc.
k-Pattern set mining under constraints, CW Reports, volume CW596, 26 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, October 2010
- Gutmann, Bernd;
Kimmig, Angelika;
Kersting, Kristian;
De Raedt, Luc.
Parameter estimation in ProbLog from annotated queries, CW Reports, volume CW583, 34 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, April 2010
- Gutmann, Bernd;
Thon, Ingo;
De Raedt, Luc.
Learning the parameters of probabilistic logic programs from interpretations, CW Reports, volume CW584, 13 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, June 2010
- Mantadelis, Theofrastos;
Janssens, Gerda.
Variable compression in ProbLog (technical report), CW Reports, volume CW586, 11 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, May 2010
- Orchard, Dominic;
Schrijvers, Tom.
Haskell type constraints unleashed: Companion report, CW Reports, volume CW574, 20 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, January 2010
- Schrijvers, Tom;
Oliveira, Bruno C. d. S..
The monad zipper, CW Reports, volume CW595, 10 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, September 2010
- Taghipour, Nima;
Fierens, Daan;
Blockeel, Hendrik.
Probabilistic logical learning for biclustering: A case study with surprising results, CW Reports, volume CW597, 8 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, October 2010
- Van Weert, Peter;
De Koninck, Leslie.
Proceedings of the 7th International Workshop on Constraint Handling Rules, CW Reports, volume CW588, 46 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, May 2010
Misc.
2 references- Kibriya, Ashraf Masood.
Efficient frequency and confidence estimation in random graphs, Spring Workshop on Mining and Learning (SML), Boppard, Germany, 15-19 March 2010
- Tragante Do O, Vinicius;
Tinos, Renato.
A self-organizing genetic algorithm for protein structure prediction, Learning & Nonlinear Models, volume 8, issue 3, pages 135-147, 2010
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