prof. dr. A.P.J.M. (Arno) Siebes
A.P.J.M.Siebes@uu.nl
Gegenereerd op 2017-11-23 04:40:43


Chair
Algoritmische Data Analyse
Profile

Arno Siebes doet onderzoek op het gebied Data mining, in het bijzonder pattern mining en het minimum description length principle. Dat wil zeggen dat we zoeken naar een klein aantal patronen die de onderliggende data distributie karakteriseren.

Gegenereerd op 2017-11-23 04:40:43
All publications
  2016 - Scholarly publications
Bertens, R., Vreeken, Jilles & Siebes, A.P.J.M. (13.08.2016). Keeping it Short and Simple: Summarising Complex Event Sequences with Multivariate Patterns. KDD '16 Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 735-744) (10 p.). ACM.
  2014 - Scholarly publications
Bertens, R. & Siebes, A.P.J.M. (24.04.2014). Characterising Seismic Data. In Z. Obradovic, M. Zaki, P. Tan, A. Banerjee, C. Kamath & S. Parthasarathy (Eds.), Proceedings of the 2014 SIAM International Conference on Data Mining (pp. 884-892) (9 p.). Philadelphia, PA: Society for Industrial and Applied Mathematics, SIAM International Conference on Data Mining.
Siebes, Arno (2014). MDL in Pattern Mining A Brief Introduction to Krimp. In Cynthia Vera Glodeanu, Mehdi Kaytoue & Christian Sacarea (Eds.), Formal Concept Analysis - 12th International Conference, ICFCA 2014, Cluj-Napoca, Romania, June 10-13, 2014. Proceedings (pp. 37-43) (7 p.). Cham: Springer.
  2012 - Scholarly publications
Siebes, Arno (2012). Queries for Data Analysis. In Jaakko Hollmén, Frank Klawonn & Allan Tucker (Eds.), Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012. Proceedings (pp. 7-22) (16 p.). Springer.
Siebes, Arno & Kersten, René (2012). Smoothing Categorical Data. In Peter A. Flach, Tijl De Bie & Nello Cristianini (Eds.), Machine Learning and Knowledge Discovery in Databases - ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I (pp. 42-57) (16 p.). Springer.
  2011 - Scholarly publications
Siebes, Arno & Kersten, René (2011). A Structure Function for Transaction Data. In Bing Liu, Huan Liu, Chris Clifton, Takashi Washio & Chandrika Kamath (Eds.), Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011, April 28-30, 2011, Mesa, Arizona, USA (pp. 558-569) (12 p.). SIAM.
Vreeken, Jilles, Leeuwen, Matthijs van & Siebes, Arno (2011). Krimp: Mining Itemsets that Compress. Data Mining and Knowledge Discovery, 23 (1), (pp. 169-214) (46 p.).
  2010 - Scholarly publications
Bathoorn, Ronnie, Welten, Monique C. M., Richardson, Michael, Siebes, Arno & Verbeek, Fons J. (2010). Frequent Episode Mining to Support Pattern Analysis in Developmental Biology. In Tjeerd Dijkstra, Evgeni Tsivtsivadze, Elena Marchiori & Tom Heskes (Eds.), Pattern Recognition in Bioinformatics - 5th IAPR International Conference, PRIB 2010, Nijmegen, The Netherlands, September 22-24, 2010. Proceedings (pp. 253-263) (11 p.). Springer.
Toma, Tudor, Bosman, Robert-Jan, Siebes, Arno, Peek, Niels & Abu-Hanna, Ameen (2010). Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences. Journal of Biomedical Informatics, 43 (4), (pp. 578-586) (9 p.).
Puspitaningrum, D. & Siebes, A.P.J.M. (2010). Patterns on Queries. Inductive Databases and Constraint-Based Data Mining (4 p.). Springer.
  2009 - Scholarly publications
Adams, N.M., Robardet, C., Siebes, A.P.J.M. & Boulicaut, J.F. (2009). Advances in Intelligent Data Analysis VIII. IDA Springer, 8th International Symposium on Intelligent Data Analysis, IDA 2009.
Koopman, A.C.M. & Siebes, A.P.J.M. (2009). Characteristic relational patterns. KDD (pp. 437-446) (10 p.). conf/kdd/KoopmanS09.
Koopman, A.C.M. & Siebes, A.P.J.M. (2009). Characteristic relational patterns. In J.F. Elder, F. Fogelman-Soulié, P.A. Flach & M.J. Zaki (Eds.), Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 437-446) (10 p.).
van Leeuwen, M., Bonchi, F., Sigurbjörnsson, B. & Siebes, A.P.J.M. (2009). Compressing Tags to Find Interesting Media Groups. In D.W.-L. Cheung, Y.-L. Song, W.W. Chu, X. Hu & J.J. Lin (Eds.), CIKM'09: Proceedings of the 18th ACM Conference on Information and Knowledge Management (pp. 1147-1156) (10 p.). ACM, Leeuwen2009b.
van Leeuwen, M., Vreeken, J. & Siebes, A.P.J.M. (2009). Identifying the Components. Data Mining and Knowledge Discovery, 19 (2), (pp. 176-193) (18 p.). Leeuwen2009a special issue ECMLPKDD'09.
Heikinheimo, H., Vreeken, J., Siebes, A.P.J.M. & Mannila, H. (2009). Low-Entropy Set Selection. Proceedings of the SIAM International Conference on Data Mining, SDM 2009 (pp. 569-580) (12 p.).
Siebes, A.P.J.M. & Puspitaningrum, D. (2009). Mining Databases to Mine Queries Faster. In W.L. Buntine, M. Grobelnik, D. Mladenic & J. Shawe-Taylor (Eds.), Machine Learning and Knowledge Discovery in Databases (pp. 382-397) (16 p.). Springer, ECML PKDD 2009.
  2008 - Scholarly publications
Koopman, A.C.M. & Siebes, A.P.J.M. (2008). Discovering Relational Items Sets Efficiently. SDM (pp. 108-119) (12 p.). SIAM, conf/sdm/KoopmanS08.
Vreeken, J. & Siebes, A.P.J.M. (2008). Filling in the Blanks - Krimp Minimisation for Missing Data. In F. Gianotti, D. Gunopoulos, F. Turini, C. Zaniolo, N. Ramakrishnan & Xindong Wu (Eds.), Proceedings of the IEEE International Conference on Data Mining (pp. 1067-1072) (6 p.). IEEE, Vreeken2008a.
de Jong, E.D., Franke, L. & Siebes, A.P.J.M. (2008). On the Measurement of Genetic Interactions. Proceedings of the 3rd international symposium on Computational Life Science
van Leeuwen, M. & Siebes, A.P.J.M. (2008). StreamKrimp: Detecting Change in Data Streams. Machine Learning and Knowledge Discovery in Databases (pp. 672-687) (16 p.). Berlin/ Heidelberg: Springer.
  2007 - Scholarly publications
Vreeken, J., van Leeuwen, M. & Siebes, A.P.J.M. (2007). Characterising the Difference. In P. Berkin, R. Caruana, X. Wu & S. Gaffney (Eds.), ACM SIGKDD Conference on Knowledge Discovery and Data Mining (pp. 765-774) (10 p.). ACM, Vreeken2007a.
Vreeken, J., van Leeuwen, M. & Siebes, A.P.J.M. (2007). Preserving Privacy through Data Generation. In N. Ramakrishnan, O. Za´┐Że, Y. Shi, C.W. Clifton & X. Wu (Eds.), Proceedings of the IEEE International Conference on Data Mining (pp. 685-690) (6 p.). IEEE, Vreeken2007b AAMAS-2007.
  2006 - Scholarly publications
Malik, R., Franke, L.H. & Siebes, A.P.J.M. (2006). Combination of text-mining algorithms increases the performance. Bioinformatics, 22 (17), (pp. 2151-2157) (7 p.).
van Leeuwen, M., Vreeken, J. & Siebes, A.P.J.M. (2006). Compression Picks Item Sets That Matter. In J. Furnkranz, T. Scheffer & M. Spiliopoulou (Eds.), Knowledge Discovery in Databases: PKDD (pp. 585-592) (8 p.). Springer, VanLeeuwen2006a.
Siebes, A.P.J.M., Vreeken, J. & van Leeuwen, M. (2006). Item Sets that Compress. In J. Ghosh, D. Lambert, J. Srivastava & D.B. Skillicorn (Eds.), SIAM Conference on Data Mining (pp. 393-404) (12 p.). SIAM, Siebes2006 NCTM.
Bathoorn, R.W., Koopman, A.C.M. & Siebes, A.P.J.M. (2006). Reducing the Frequent Pattern Set. In S. Tsumoto, C.W. Clifton, N. Zhong, X. Wu, J. Liu, B.W. Wah & Y.-M. Cheung (Eds.), ICDM '06: Proceedings of the 6th International Conference on Data Mining - Workshops (pp. 55-59) (5 p.). Los Alamitos, CA, USA: IEEE Computer Society, Bathoorn06 4 th International Conference on Multimedia and Information Technologies in Education.
  2005 - Scholarly publications
Malik, R. & Siebes, A.P.J.M. (2005). CONAN: An Integrative System for Biomedical Literature Mining. In C. Bento, A. Cardoso & G. Dias (Eds.), Progress in Artificial Intelligence, 12th Portuguese Conference on Artificial Intelligence, EPIA 2005 (pp. 248-259) (12 p.). Berlin: Springer, epia05.
Siebes, A.P.J.M., Subianto, M. & Feelders, A.J. (2005). Instability of Classifiers on Categorical Data. In J. Han, B.W. Wah, V. Raghavan, X. Wu & R. Rastogi (Eds.), Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005) (pp. 769-772) (4 p.). IEEE Computer Society, icdm05.
  2004 - Scholarly publications
Castelo, R. & Siebes, A.P.J.M. (2004). A characterization of moral transitive acyclic directed graph Markov models as trees. Journal of Statistical Planning and Inference, 115, (pp. 235-259) (25 p.).
Bathoorn, R.W. & Siebes, A.P.J.M. (2004). Constructing (Almost) Phylogenetic Trees from Developmental Sequences Data. In J.-F. Boulicaut, F. Esposito, F. Giannotti & D. Pedreschi (Eds.), Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) (pp. 500-502) (3 p.). Springer, Almost) Phylogenetic Trees from Developmental Sequ.
Siebes, A.P.J.M. (2004). Data submission of 3D image sets to a bio-molecular database using active shape models and a reference model for projection. In F.J. Verbeek, D.D. Rodrigues, H.P. Spaink & A. Siebes (Eds.), Proceedings Electronic Imaging, Internet Imaging V (pp. 13-23) (11 p.).
Egmont-Petersen, M., de Jonge, W. & Siebes, A.P.J.M. (2004). Discovery of regulatory connections in microarray data. In J.-F. Boulicaut, F. Esposito, F. Giannotti & D. Pedreschi (Eds.), Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) 2004 (pp. 149-160) (12 p.).
  2002 - Scholarly publications
Siebes, A.P.J.M. (2002). Association Rules. In J. Meij (Eds.), Dealing with the data flood (pp. 646-649) (4 p.). Den Haag, the Netherlands: STT/Beweton.
Siebes, A.P.J.M. & Struzik, Z.R. (2002). Complex data: mining using patterns. In D.J. Hand, N. Adams & R.J. Bolton (Eds.), Pattern Detection and Discovery, proceedings of the ESF exploratory workshop (pp. 24-35) (12 p.). Berlin, Heidelberg, New York: Springer.
Siebes, A.P.J.M. (2002). Data Surveyor. In W. Kloesgen & J.M. Zytkow (Eds.), Handbook of data Mining nd Knowledge Discovery (pp. 572-575) (4 p.). Oxford: Oxford University Press.
Siebes, A.P.J.M. (2002). From Discovered Knowledge to Decision Making. In W. Kloesgen & J.M. Zytkow (Eds.), Handbook of Data Mining and Knowledge Discovery (pp. 524-528) (5 p.). Oxford: Oxford University Press.
Knobbe, A.J., Siebes, A.P.J.M. & Marseille, B. (2002). Involving aggregate functions in multi-relational search. In T. Elomaa, H. Mannila & H. Toivonen (Eds.), Principles of Data Mining and Knowledge Discovery, proceedings of PKDD2002 (pp. 287-298) (12 p.). Berlin, Heidelberg, New York: Springer.
van Someren, M., Siebes, A.P.J.M., Verdenius, F. & Meij, J. (2002). Methodology. In J. Meij (Eds.), Dealing with the data flood (pp. 540-551) (12 p.). Den Haag, the Netherlands: STT/Beweton.
Siebes, A.P.J.M. (2002). Naive Bayes. In J. Meij (Eds.), Dealing with the data flood (pp. 666-690) (25 p.). Den Haag, the Netherlands: STT/Beweton.
Struzik, Z.R. & Siebes, A.P.J.M. (2002). Wavelet transform based multifractal formalism in outlier detection and localisation for financial time-series. Physica A: Statistical Mechanics and its Applications, 309, (pp. 388-402) (15 p.).
  2001 - Scholarly publications
Castelo Valdueza, R., Feelders, A.J. & Siebes, A.P.J.M. (2001). Mambo: Discovering Association Rules Based on Conditional Independencies. In F. Hoffmann, D.J. Hand, N. Adams, D. Fisher & G. Guimaraes (Eds.), Advances in Intelligent Data Analysis (pp. 289-298) (10 p.). Berlin, Heidelberg, New York: Springer.
Siebes, A.P.J.M. & Feelders, A.J. (2001). OFFER: Making the right offer at customer contact. In V. Hoste & G. de Pauw (Eds.), Proceedings of the eleventh Belgian-Dutch Conference on Machine Learning (pp. 55-60) (6 p.). Antwerpen, Belgium.
de Raedt, L. & Siebes, A.P.J.M. (2001). Principles of Data Mining and Knowledge Discovery. (12 p.). Berlin, Heidelberg, New York: Springer.
Knobbe, A.J., de Haas, M. & Siebes, A.P.J.M. (2001). Propositionalisation and Aggregates. In L. de Raedt & A. Siebes (Eds.), Principles of Data Mining and Knowledge Discovery (pp. 277-288) (12 p.). Berlin, Heidelberg, New York: Springer.
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Gegenereerd op 2017-11-23 04:40:43
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Gegenereerd op 2017-11-23 04:40:43
Full name
prof. dr. A.P.J.M. Siebes Contact details
Buys Ballotgebouw

Princetonplein 5
Room BBL-562
3584 CC  UTRECHT
The Netherlands


Phone number (direct) +31 30 253 3229
Phone number (department) +31 30 253 4116
Postal address
Postbus 80.089
3508 TB    UTRECHT
The Netherlands
Gegenereerd op 2017-11-23 04:40:43
Last updated 12.04.2013