Publications of Jan Ramon
period 2008 - 2013
Articles in internationally reviewed journals
16 references- 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, 2013
- 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)
- Calders, Toon;
Ramon, Jan;
Van Dyck, Dries.
All normalized anti-monotonic overlap graph measures are bounded, Data Mining and Knowledge Discovery, volume 23, issue 3, pages 503-548, 2011
- Cano Odena, Angels;
Spilliers, M.;
Dedroog, Tom;
De Grave, Kurt;
Ramon, Jan;
Vankelecom, Ivo.
Optimization of cellulose acetate nanofiltration membranes for micropollutant removal via genetic algorithms and high throughput experimentation, Journal of Membrane Science, volume 366, issue 1-2, pages 25-32, 2011
- Meyfroidt, Geert;
Guiza Grandas, Fabian;
Cottem, Dominiek;
De Becker, Wilfried;
Van Loon, Kristien;
Aerts, Jean-Marie;
Berckmans, Daniel;
Ramon, Jan;
Bruynooghe, Maurice;
Van den Berghe, Greet.
Computerized prediction of intensive care unit discharge after cardiac surgery: development and validation of a Gaussian processes model, BMC Medical Informatics and Decision Making, volume 11, issue 64, pages 1-13, 2011
- Schietgat, Leander;
Costa, Fabrizio;
Ramon, Jan;
De Raedt, Luc.
Effective feature construction by maximum common subgraph sampling, Machine Learning, volume 83, issue 2, pages 137-161, 2011
- 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
- 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
- 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
- De Raedt, Luc;
Ramon, Jan.
Deriving distance metrics from generality relations, Pattern Recognition Letters, volume 30, issue 3, pages 187-191, 2009
- Meyfroidt, Geert;
Guiza Grandas, Fabian;
Ramon, Jan;
Bruynooghe, Maurice.
Machine learning techniques to examine large patient databases, Baillière's Best Practice & Research. Clinical Anaesthesiology, volume 23, issue 1, pages 127-143, 2009
- Ramon, Jan;
Nijssen, Siegfried.
Polynomial-delay enumeration of monotonic graph classes, Journal of Machine Learning Research, volume 10, pages 907-929, 2009
- Fierens, Daan;
Ramon, Jan;
Bruynooghe, Maurice;
Blockeel, Hendrik.
Learning directed probabilistic logical models: Ordering-search versus structure-search, Annals of Mathematics and Artificial Intelligence, volume 54, issue 1-3, pages 99-133, 2008
- Form, Nicholas T.;
Burbidge, Robert;
Ramon, Jan;
Whitaker, Benjamin J..
Parameterisation of an acousto-optic programmable dispersive filter for closed-loop learning experiments, Journal of Modern Optics, volume 55, issue 1, pages 197-209, 2008
- Ramon, Jan;
Croonenborghs, Tom;
Fierens, Daan;
Blockeel, Hendrik;
Bruynooghe, Maurice.
Generalized ordering-search for learning directed probabilistic logical models, Machine Learning, volume 70, issue 2-3, pages 169-188, 2008
Books, internationally recognised scientific publisher; as editor
3 references- Ramon, Jan;
Costa, Fabrizio;
Costa Florencio, Christophe;
Kok, Joost.
Special issue on machine learning in bioinformatics, Fundamenta Informaticae, 97-177 pages, IOS Press, 2011
- Costa Florencio, Cristovao;
Ramon, Jan;
Costa, Fabrizio;
Kok, Joost (eds.),
Proceedings of the KDD 2009 Workshop on Statistical and Relational Learning in Bioinformatics, StReBio'09, Knowledge Discovery and Datamining, KDD, Paris, France, 28 June- 1 July 2009 (1 ed.), 41 pages, ACM, 2 Penn Plaza, Suite 701, New York, NY 10121-0701, USA, 2009, isbn 978-160-558-667-0
- Blockeel, Hendrik;
Ramon, Jan;
Shavlik, Jude;
Tadepalli, Prasad (eds.),
Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers, Inductive Logic Programming, Corvallis, OR, USA, 19-21 June 2007, Lecture Notes in Computer Science, volume 4894, 307 pages, Springer, 2008, isbn 978-354-078-468-5
Other published books; as editor
1 reference- Ramon, Jan;
Costa Florencio, Cristovao;
Costa, Fabrizio;
Kok, Joost (eds.),
Proceedings of the ECML/PKDD 2008 Workshop on Statistical and Relational Learning in Bioinformatics, ECML/PKDD 2008 Workshop on Statistical and Relational learning in Bioinformatics, Antwerp, Belgium, 19 September 2008, 73 pages
Article in book, internationally recognised scientific publisher
3 references- Ramon, Jan.
Graph mining, Dubitzky, Werner; Wolkenhauer, Olaf; Cho, Kwang-Hyun; Yokota, Hiroki (eds.), Springer, 2011 (Accepted)
- 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
Papers at international conferences and symposia, published in full in proceedings
24 references- Andrews, Tara;
Blockeel, Hendrik;
Bogaerts, Bart;
Bruynooghe, Maurice;
Denecker, Marc;
De Pooter, Stef;
Macé, Caroline;
Ramon, Jan.
Analyzing manuscript traditions using constraint-based data mining, First Workshop on Combining Constraint Solving with Mining and Learning, Montpellier, France, 27 August 2012, ECAI 2012 : 20th European Conference or Artificial Intelligence, S.n.
- Blockeel, Hendrik;
Bogaerts, Bart;
Bruynooghe, Maurice;
De Cat, Broes;
De Pooter, Stef;
Denecker, Marc;
Labarre, Anthony;
Ramon, Jan;
Verwer, Sicco.
Modeling Machine Learning and Data Mining Problems with FO(·), Dovier, Agostino; Santos Costa, Vítor (eds.), International Conference on Logic Programming, Budapest, September 4-8, 2012, Proceedings of the 28th International Conference on Logic Programming - Technical Communications (ICLP'12), pages 14 -25, Schloss Daghstuhl - Leibniz-Zentrum fuer Informatik
- Kibriya, Ashraf;
Ramon, Jan.
Nearly exact mining of frequent trees in large networks, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK,, September 24-28, 2012, Lecture Notes in Computer Science, volume 7523, pages 426-441, Springer
- Ramon, Jan;
Comendant, Constantin.
Open problem: Learning dynamic network models from a static snapshot, Mannor, Shie; Srebro, Nathan; Williamson, Robert C (eds.), Annual Conference on Learning Theory, Edinburgh, 25-27 June 2012, Proceedings of the 25th Annual Conference on Learning Theory, volume 23, pages 45.1-45.3, JMLR Workshop and Conference Proceedings
- Ravkic, Irma;
Ramon, Jan;
Davis, Jesse.
Hybrid logical Bayesian networks, International Conference on Inductive Logic Programming (ILP), Dubrovnik, 17-19 September 2012, Late Breaking Papers Proceedings of the 22nd International Conference on Inductive Logic Programming 62-67
- Wang, Yuyi;
Ramon, Jan.
An efficiently computable support measure for frequent subgraph pattern mining, Flach, Peter A.; De Bie, Tijl; Cristianini, Nello (eds.), ECML PKDD, Bristol, UK, 24-28 September 2012, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, pages 362-377
- Ramon, Jan;
Roy, Samrat;
Jonny, Daenen.
Efficient homomorphism-free enumeration of conjunctive queries, International Conference on Inductive Logic Programming (ILP),, Cumberland Lodge, Windsor Great Park, United Kingdom, 31 July - 3 August 2011, Preliminary Papers ILP 2011, 6 pages
- Costa Florencio, Cristovao;
Ramon, Jan;
Daenen, Jonny;
Van den Bussche, Jan;
Van Dyck, Dries.
Graph grammars as language bias in graph mining, Blockeel, Hendrik; Borgwardt, Karsten; Yan, Xifeng (eds.), International Workshop on Mining and Learning with Graphs, Leuven, Belgium, 2-4 July 2009, 7th International Workshop on Mining and Learning with Graphs, Extended Abstracts, pages 1-3
- Ponsen, Marc;
Croonenborghs, Tom;
Tuyls, Karl;
Ramon, Jan;
Driessens, Kurt.
Learning with whom to communicate using relational reinforcement learning, Sierra, Carles; Castelfranchi, Cristiano; Decker, Keith; Sichman, Jaime (eds.), International Conference on Autonomous Agents and Multi-Agent Systems, Budapest, Hungary, 10-15 May 2009, AAMAS '09: Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems- Volume 2, pages 1221-1222, International Foundation for Autonomous Agents and Multiagent Systems
- Schietgat, Leander;
Costa, Fabrizio;
Ramon, Jan;
De Raedt, Luc.
Maximum common subgraph mining: A fast and effective approach towards feature generation, Blockeel, Hendrik; Borgwardt, Karsten; Yan, Xifeng (eds.), International Workshop on Mining and Learning with Graphs, Leuven, Belgium, 2-4 July 2009, 7th International Workshop on Mining and Learning with Graphs, Leuven, Belgium, July 2-4, 2009, Extended Abstracts, pages 1-3
- Van den Broeck, Guy;
Driessens, Kurt;
Ramon, Jan.
Monte-Carlo tree search in poker using expected reward distributions, Asian Conference on Machine Learning (ACML), Nanjing, China, 2-4 November 2009, Lecture Notes in Computer Science, volume 5828, pages 367-381, Springer
- Van Loon, Kristien;
Guiza Grandas, Fabian;
Meyfroidt, Geert;
Aerts, Jean-Marie;
Ramon, Jan;
Blockeel, Hendrik;
Bruynooghe, Maurice;
Van den Berghe, Greet;
Berckmans, Daniel.
Dynamic data analysis and data mining for prediction of clinical stability, 22th Medical Informatics Europe, Sarajevo, Bosnia&Herzegovina, 30 august - 2 september 2009, Studies in Health Technology and Informatics, volume 150, pages 590-594, I O S Press
- Antanas, Laura;
Driessens, Kurt;
Croonenborghs, Tom;
Ramon, Jan.
Using decision trees as the answer network in temporal-difference networks, European Conference on Artificial Intelligence, Patras, Greece, 21-25 July 2008, Proceedings of the 18th European Conference on Artificial Intelligence, pages 847-848
- Calders, Toon;
Ramon, Jan;
Van Dyck, Dries.
Anti-monotonic overlap-graph support measures, IEEE International Conference on Data Mining, Pisa, Italy, 15-19 December 2008, Proceedings of the IEEE International Conference on Data Mining, pages 73-82
- Calders, Toon;
Ramon, Jan;
Van Dyck, Dries.
Min, max and PTime anti-monotonic overlap graph measures, Kaski, Samuel; Wrobel, Stefan (eds.), International Workshop on Mining and Learning with Graphs, Helsinki, 4-5 July 2008, Proceedings of the 6th International Workshop on Mining and Learning with Graphs, pages 1-3
- De Grave, Kurt;
Ramon, Jan;
De Raedt, Luc.
Active learning for high throughput screening, Discovery Science, Budapest, Hungary, 13-16 October 2008, Lecture Notes in Computer Science, volume 5255, pages 185-196, Springer
- De Grave, Kurt;
Ramon, Jan;
De Raedt, Luc.
Active learning for primary drug screening, Benelearn, Spa, Belgium, 19-20 May 2008, Benelearn 08, The Annual Belgian-Dutch Machine Learning Conference, volume 2008, pages 55-56
- Fierens, Daan;
Ramon, Jan;
Bruynooghe, Maurice;
Blockeel, Hendrik.
Learning directed probabilistic logical models using ordering-search, International Conference on Inductive Logic Programming, Corvallis, USA, 19-21 June 2007, Lecture Notes in Computer Science, volume 4894, page24, Springer, 2008
- Horvath, Tamas;
Ramon, Jan.
Efficient frequent connected subgraph mining in graphs of bounded treewidth, Principles and Practice of Knowledge Discovery in Databases, Antwerp, Belgium, 15 - 19 September 2008, Lecture Notes in Computer Science, volume 5211, pages 520-535, Springer
- Ponsen, Marc;
Ramon, Jan;
Croonenborghs, Tom;
Driessens, Kurt;
Tuyls, Karl.
Bayes-relational opponent modeling in poker, Wehenkel, Louis; Geurts, Pierre; Maree, Raphael (eds.), Belgian-Dutch Conference on Machine Learning, 19-20 May 2008, Proceedings of the Annual Belgian-Dutch Conference on Machine Learning, pages 1-2
- Ponsen, Marc;
Ramon, Jan;
Croonenborghs, Tom;
Driessens, Kurt;
Tuyls, Karl.
Bayes-relational learning of opponent models from incomplete information in no-limit poker, Fox, Dieter; Gomes, Carla (eds.), AAAI, Chicago, Illinois, July 13–17, 2008, Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, pages 1485-1487, AAAI press
- Ponsen, Marc;
Tuyls, Karl;
Dejong, Steven;
Ramon, Jan;
Croonenborghs, Tom;
Driessens, Kurt.
The dynamics of human behaviour in poker, Pantic, Maya; Nijholt, Anton (eds.), Belgian-Dutch Conference on Artificial Intelligence, 30-31 October 2008, Proceedings of the 20th Belgian-Dutch Conference on Artificial Intelligence, pages 225-232, Universiteit Twente
- Schietgat, Leander;
Ramon, Jan;
Bruynooghe, Maurice;
Blockeel, Hendrik.
An efficiently computable graph-based metric for the classification of small molecules, International Conference on Discovery Science, Budapest, Hungary, 13-16 October 2008, Lecture Notes in Computer Science, volume 5255, pages 197-209, Springer
- Schietgat, Leander;
Theys, Kristof;
Ramon, Jan;
Blockeel, Hendrik;
Vandamme, Annemie.
Distinguishing epidemiological dependent from treatment (resistance) dependent HIV mutations: problem statement, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Antwerp, 15-19 September 2008, Proceedings of the 1st International Workshop on Statistical and Relational Learning in Bioinformatics, pages 1-8
Meeting abstracts, presented at international conferences and symposia
17 references- Ramon, Jan.
Network mining for crime/fraud detection, FuturICT crime and corruption observatory kick-off meeting, FuturICT Crime and Corruption Observatory Kick-off Meeting, 2012
- Van Eyck, Jelle;
Ramon, Jan;
Guiza Grandas, Fabian;
Meyfroidt, Geert;
Bruynooghe, Maurice;
Van den Berghe, Greet.
Data mining techniques for predicting acute kidney injury after elective cardiac surgery, International Symposium on Intensive Care and Emergency Medicine, Brussels, 20-23 March 2012 (Accepted)
- Van Eyck, Jelle;
Ramon, Jan;
Guiza Grandas, Fabian;
Meyfroidt, Geert;
Bruynooghe, Maurice;
Van den Berghe, Greet.
Data mining techniques for predicting acute kidney injury after elective cardiac surgery, LSD, Leuven, 7-8 June 2012
- Fannes, Thomas;
Ramon, Jan.
Learning from plane graphs, Mining And Learning with Graphs, San Diego, 20-21 august 2011, ACM MLG
- Ramon, Jan.
Graph mining for QSAR (Invited talk), Journées Nationales de Chémoinformatique, Cabourg, France, 13-14 october 2011, volume Proceedings of the 5
- Schietgat, Leander;
Fannes, Thomas;
Ramon, Jan.
Predicting protein function with the relative backbone position kernel, Journées Nationales de Chémoinformatique, Cabourg, France, 13-14 October 2011, Proceedings of the 5ièmes Journées Nationales de Chémoinformatique, page51
- Schietgat, Leander;
Poezevara, Guillaume;
Bissell-Siders, Ryan;
Bureau, Ronan;
Crémilleux, Bruno;
Lepailleur, Alban;
Halm, Marie-Pierre;
Ramon, Jan;
Cuissart, Bertrand.
New measures of interest associated to chemical patterns: definition, implementation and experimental assessment, Journées Nationales de Chémoinformatique, Cabourg, France, 13-14 October 2011, Proceedings of the 5ièmes Journées Nationales de Chémoinformatique, page14
- Van Eyck, Jelle;
Ramon, Jan;
Guiza Grandas, Fabian;
Meyfroidt, Geert;
Bruynooghe, Maurice;
Van den Berghe, Greet.
Predicting tacrolimus blood concentrations in the ICU, International Conference on Complexity in Acute Illness, Bonn, Germany, 9-11 September 2011
- 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
- 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
- Ramon, Jan.
Efficient search in molecular graph space to recognize mass spectra, Wehenkel, Louis (ed.), Benelux Bioinformatics Conference, Liege, Belgium, 14-15 December 2009, Proceedings of the Fifth Benelux Bioinformatics Conference, page1
- Van den Broeck, Guy;
Driessens, Kurt;
Ramon, Jan.
Monte-Carlo tree search in poker using expected reward distributions, Calders, Toon; Tuyls, Karl; Pechenizkiy, Mykola (eds.), Benelux Conference on Artificial Intelligence (BNAIC), Eindhoven, the Netherlands, 29-30 October 2009, Proceedings of the 21st Benelux Conference on Artificial Intelligence
- Antanas, Laura;
Driessens, Kurt;
Ramon, Jan;
Croonenborghs, Tom.
Using decision trees as the answer networks in temporal difference-networks, European Workshop on Reinforcement Learning, Villeneuve d'Ascq, France, 30 June -4 July 2008
- Cano Odena, Angels;
Vandezande, Pieter;
Cools, Isabelle;
Vanderschoot, Kris;
De Grave, Kurt;
Ramon, Jan;
De Raedt, Luc;
Vankelecom, Ivo.
Comparison of multi-parameter optimization strategies for the development of nanofiltration membranes for salt and micropollutants removal, International Congress on Membranes and Membrane Processes, Honolulu, Hawaii, 12-18 July 2008, ICOM 2008 Oral Presentation Proceedings, pages 368-370
- De Grave, Kurt;
Ramon, Jan;
De Raedt, Luc.
Active learning for primary drug screens, Spring Workshop on Mining and Learning, Traben-trarbach, Germany, 21-25 April 2008
Meeting abstracts, presented at other conferences and symposia
2 references- Fannes, Thomas;
Vandermarliere, Elien;
Schietgat, Leander;
Martens, Lennart;
Ramon, Jan.
Predicting trypsin cleavage sites based on sequence information, Belgian Proteomics, Ghent, 29-30 november 2012
3/bepac12_poster.odp
- Ramon, Jan.
Data mining techniques for computational medicine, LICT symposium on computational medicine, LICT Symposium on Computational Medicine, 2011
Thesis
1 reference- De Grave, Kurt.
Predictive Quantitative Structure-Activity Relationship Models and their use for the Efficient Screening of Molecules , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, August 2011,
De Raedt, Luc and
Ramon, Jan (supervisors)
Misc.
3 references- Kibriya, Ashraf Masood. with contribution of Ramon, Jan.,
Mining in single networks, Spring Workshop on Mining and Learning (SML), Prüm, Germany, 29-31 March 2011
- Ramon, Jan;
Costa, Fabrizio;
Costa Florencio, Christophe;
Kok, Joost.
Machine learning for bioinformatics, preface to the special issue, Fundamenta Informaticae, volume 113, issue 2, pages i-ii, 2011
- Ramon, Jan;
Costa, Fabrizio;
Costa Florencio, Cristovao.
StReBio'09: Statistical Relational Learning and Mining in Bioinformatics, SIGKDD Explorations: Newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, volume 11, issue 2, pages 88-89, December 2009
No publications found for the period 2008-2013 and the types
- Articles in other journals
- Books, internationally recognised scientific publisher; as author
- Other published books; as author
- Article in other published book
- Papers at other conferences and symposia, published in full in proceedings
- Review
- Internal reports
- Translation without scientific introduction
- Scientific popularisation
- External reports
Last update local database Sun May 19 2013 0:18 am; It contains 189 publications of Jan Ramon.
