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1

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5211 || Data Clustering: 50 Years Beyond K-means

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 38 KB

english, 2008

2

[IEEE 2013 IEEE International Conference on Big Data - Silicon Valley, CA, USA (2013.10.6-2013.10.9)] 2013 IEEE International Conference on Big Data - Frequent Itemset Mining for Big Data

Moens, Sandy, Aksehirli, Emin, Goethals, Bart

Year:

2013

Language:

english

File:

PDF, 772 KB

english, 2013

3

Proceedings of the 2010 SIAM International Conference on Data Mining || Alleviating the Sparsity Problem in Collaborative Filtering by using an Adapted Distance and a Graph-based Method

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 815 KB

english, 2010

4

Proceedings of the 2010 SIAM International Conference on Data Mining || Mining Actionable Subspace Clusters in Sequential Data

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 432 KB

english, 2010

5

Proceedings of the 2010 SIAM International Conference on Data Mining || Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 2.20 MB

english, 2010

6

TOP-10 DATA MINING CASE STUDIES

MELLI, GABOR, WU, XINDONG, BEINAT, PAUL, BONCHI, FRANCESCO, CAO, LONGBING, DUAN, RONG, FALOUTSOS, CHRISTOS, GHANI, RAYID, KITTS, BRENDAN, GOETHALS, BART, MCLACHLAN, GEOFF, PEI, JIAN, SRIVASTAVA, ASHOK

Journal:

International Journal of Information Technology & Decision Making

Year:

2012

Language:

english

File:

PDF, 165 KB

english, 2012

7

Assigning clinical codes with data-driven concept representation on Dutch clinical free text

Scheurwegs, Elyne, Luyckx, Kim, Luyten, Léon, Goethals, Bart, Daelemans, Walter

Journal:

Journal of Biomedical Informatics

Year:

2017

Language:

english

File:

PDF, 1.16 MB

english, 2017

8

Guest Editors’ introduction: special issue of selected papers from ECML PKDD 2008

Walter Daelemans, Bart Goethals, Katharina Morik

Journal:

Machine Learning

Year:

2008

Language:

english

File:

PDF, 107 KB

english, 2008

9

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || A Unified View of Matrix Factorization Models

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 511 KB

english, 2008

10

Monitoring training response in young Friesian dressage horses using two different standardised exercise tests (SETs)

de Bruijn, Cornelis Marinus, Houterman, Willem, Ploeg, Margreet, Ducro, Bart, Boshuizen, Berit, Goethals, Klaartje, Verdegaal, Elisabeth-Lidwien, Delesalle, Catherine

Journal:

BMC Veterinary Research

Year:

2016

Language:

english

File:

PDF, 526 KB

english, 2016

11

‘Let's talk about it' The role of parental communication in adolescents' motivation to adhere to treatment recommendations for type 1 diabetes

Goethals, Eveline R., Soenens, Bart, Wit, Maartje, Vansteenkiste, Maarten, Laffel, Lori, Casteels, Kristina, Luyckx, Koen

Journal:

Pediatric Diabetes

Year:

2019

Language:

english

File:

PDF, 2.11 MB

english, 2019

12

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5211 ||

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 24.43 MB

english, 2008

13

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Cohesion based co-location pattern mining

Zhou, Cheng, Cule, Boris, Goethals, Bart

Year:

2015

Language:

english

File:

PDF, 606 KB

english, 2015

14

Gaining insight into student satisfaction using comprehensible data mining techniques

Karel Dejaeger, Frank Goethals, Antonio Giangreco, Lapo Mola, Bart Baesens

Journal:

European Journal of Operational Research

Year:

2012

Language:

english

File:

PDF, 805 KB

english, 2012

15

NARX identification of hammerstein models using least squares support vector machines

Goethals, Ivan, Pelckmans, Kristiaan, Suykens, Johan A.K., Moor, Bart De

Journal:

IFAC Proceedings Volumes

Year:

2004

Language:

english

File:

PDF, 587 KB

english, 2004

16

Proceedings of the 2010 SIAM International Conference on Data Mining || Time-Series Classification in Many Intrinsic Dimensions

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 458 KB

english, 2010

17

Proceedings of the 2010 SIAM International Conference on Data Mining || A Generalized Tree Matching Algorithm Considering Nested Lists for Web Data Extraction

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 727 KB

english, 2010

18

SPIE Proceedings [SPIE Photomask and Next-Generation Lithography Mask Technology XIV - Yokohama, Japan (Tuesday 17 April 2007)] Photomask and Next-Generation Lithography Mask Technology XIV - Full field EUV lithography turning into a reality at IMEC

Jonckheere, Rik, Lorusso, Gian Francesco, Goethals, Anne Marie, Hermans, Jan, Baudemprez, Bart, Myers, Alan, Kim, Insung, Niroomand, Ardavan, Iwamoto, Fumio, Stepanenko, Nickolay, Ronse, Kurt, Watanab

Year:

2007

Language:

english

File:

PDF, 1.29 MB

english, 2007

19

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || Clustering Distributed Sensor Data Streams

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 527 KB

english, 2008

20

An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data

Trung N Vu, Dirk Valkenborg, Koen Smets, Kim A Verwaest, Roger Dommisse, Filip Lemière, Alain Verschoren, Bart Goethals, Kris Laukens

Journal:

BMC Bioinformatics

Year:

2011

Language:

english

File:

PDF, 4.89 MB

english, 2011

21

Proximity Forest: an effective and scalable distance-based classifier for time series

Lucas, Benjamin, Shifaz, Ahmed, Pelletier, Charlotte, O’Neill, Lachlan, Zaidi, Nayyar, Goethals, Bart, Petitjean, François, Webb, Geoffrey I.

Journal:

Data Mining and Knowledge Discovery

Year:

2019

Language:

english

File:

PDF, 1.43 MB

english, 2019

22

Proceedings of the 2010 SIAM International Conference on Data Mining || Fast Single-Pair SimRank Computation

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 562 KB

english, 2010

23

Proceedings of the 2010 SIAM International Conference on Data Mining || A Robust Decision Tree Algorithm for Imbalanced Data Sets

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 724 KB

english, 2010

24

Subspace identification combined with new mode selection techniques for modal analysis of an airplane

Ivan, Goethals, Moor, Bart De

Journal:

IFAC Proceedings Volumes

Year:

2003

File:

PDF, 651 KB

2003

25

Proceedings of the 2010 SIAM International Conference on Data Mining || Reconstruction from Randomized Graph via Low Rank Approximation

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 652 KB

english, 2010

26

[ACM Press Proceeding of the eleventh ACM SIGKDD international conference - Chicago, Illinois, USA (2005.08.21-2005.08.24)] Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining - KDD '05 - Mining tree queries in a graph

Goethals, Bart, Hoekx, Eveline, Van den Bussche, Jan

Year:

2005

Language:

english

File:

PDF, 199 KB

english, 2005

27

Open source data mining

Goethals, Bart, Nijssen, Siegfried, Zaki, Mohammed J.

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2005

Language:

english

File:

PDF, 92 KB

english, 2005

28

Mining frequent itemsets in a stream

Calders, Toon, Dexters, Nele, Gillis, Joris J.M., Goethals, Bart

Journal:

Information Systems

Year:

2014

Language:

english

File:

PDF, 1.74 MB

english, 2014

29

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5211 || Mining Frequent Connected Subgraphs Reducing the Number of Candidates

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 498 KB

english, 2008

30

[ACM Press the 12th International Workshop - Chicago, Illinois (2013.08.11-2013.08.14)] Proceedings of the 12th International Workshop on Data Mining in Bioinformatics - BioKDD '13 - Mining spatially cohesive itemsets in protein molecular structures

Zhou, Cheng, Meysman, Pieter, Cule, Boris, Laukens, Kris, Goethals, Bart

Year:

2013

Language:

english

File:

PDF, 1.12 MB

english, 2013

31

Enhancement of polymethacrylate-mediated gene delivery by Penetratin

Bart Christiaens, Peter Dubruel, Johan Grooten, Marc Goethals, Joël Vandekerckhove, Etienne Schacht, Maryvonne Rosseneu

Journal:

European Journal of Pharmaceutical Sciences

Year:

2005

Language:

english

File:

PDF, 679 KB

english, 2005

32

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || Robust Feature Selection Using Ensemble Feature Selection Techniques

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 561 KB

english, 2008

33

Investigating clustering in interval-censored udder quarter infection times in dairy cows using a gamma frailty model

Ampe, Bart, Goethals, Klara, Laevens, Hans, Duchateau, Luc

Journal:

Preventive Veterinary Medicine

Year:

2012

Language:

english

File:

PDF, 335 KB

english, 2012

34

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || A Genetic Algorithm for Text Classification Rule Induction

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 484 KB

english, 2008

35

Pattern Based Sequence Classification

Zhou, Cheng, Cule, Boris, Goethals, Bart

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2015

Language:

english

File:

PDF, 532 KB

english, 2015

36

Mining the Enriched Subgraphs for Specific Vertices in a Biological Graph

Meysman, Pieter, Saeys, Yvan, Sabaghian, Ehsan, Bittremieux, Wout, van de Peer, Yves, Goethals, Bart, Laukens, Kris

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2016

Language:

english

File:

PDF, 494 KB

english, 2016

37

Proceedings of the 2010 SIAM International Conference on Data Mining || On Classification of High-Cardinality Data Streams

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 426 KB

english, 2010

38

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5211 || Mining Edge-Weighted Call Graphs to Localise Software Bugs

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 552 KB

english, 2008

39

Selecting protein N-terminal peptides by combined fractional diagonal chromatography

Staes, An, Impens, Francis, Van Damme, Petra, Ruttens, Bart, Goethals, Marc, Demol, Hans, Timmerman, Evy, Vandekerckhove, Joël, Gevaert, Kris

Journal:

Bioentrepreneur

Year:

2011

Language:

english

File:

PDF, 724 KB

english, 2011

40

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5211 || Learning Bidirectional Similarity for Collaborative Filtering

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 507 KB

english, 2008

41

Proceedings of the 2010 SIAM International Conference on Data Mining || Generation of Alternative Clusterings Using the CAMI Approach

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 608 KB

english, 2010

42

Proceedings of the 2010 SIAM International Conference on Data Mining || A Heterogeneous Label Propagation Algorithm for Disease Gene Discovery

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 791 KB

english, 2010

43

Parenting and Treatment Adherence in Type 1 Diabetes Throughout Adolescence and Emerging Adulthood

Goethals, Eveline R., Oris, Leen, Soenens, Bart, Berg, Cynthia A., Prikken, Sofie, Van Broeck, Nady, Weets, Ilse, Casteels, Kristina, Luyckx, Koen

Journal:

Journal of Pediatric Psychology

Year:

2017

Language:

english

File:

PDF, 222 KB

english, 2017

44

Special issue on the best papers of SDM'10

Bart Goethals, Jian Pei

Journal:

Statistical Analysis and Data Mining

Year:

2010

Language:

english

File:

PDF, 39 KB

english, 2010

45

An inductive database system based on virtual mining views

Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 3.05 MB

english, 2012

46

Efficient Reduction of Candidate Matches in Peptide Spectrum Library Searching Using the Top k Most Intense Peaks

Vu, Trung Nghia, Bittremieux, Wout, Valkenborg, Dirk, Goethals, Bart, Lemière, Filip, Laukens, Kris

Journal:

Journal of Proteome Research

Year:

2014

Language:

english

File:

PDF, 1.38 MB

english, 2014

47

MARBLES: Mining association rules buried in long event sequences

Cule, Boris, Tatti, Nikolaj, Goethals, Bart

Journal:

Statistical Analysis and Data Mining

Year:

2013

Language:

english

File:

PDF, 1.18 MB

english, 2013

48

[IEEE 2011 IEEE International Conference on Data Mining Workshops (ICDMW) - Vancouver, BC, Canada (2011.12.11-2011.12.11)] 2011 IEEE 11th International Conference on Data Mining Workshops - BioGraph: Knowledge Discovery and Exploration in the Biomedical Domain

De Knijf, Jeroen, Liekens, Anthony, Daelemans, Walter, De Rijk, Peter, Del-Favero, Jurgen, Goethals, Bart

Year:

2011

Language:

english

File:

PDF, 275 KB

english, 2011

49

[IEEE 2015 IEEE International Conference on Data Mining Workshop (ICDMW) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining Workshop (ICDMW) - Finding Subspace Clusters Using Ranked Neighborhoods

Aksehirli, Emin, Nijssen, Siegfried, van Leeuwen, Matthijs, Goethals, Bart

Year:

2015

Language:

english

File:

PDF, 260 KB

english, 2015

50

Proceedings of the 2010 SIAM International Conference on Data Mining || Co-Selection of Features and Instances for Unsupervised Rare Category Analysis

Parthasarathy, Srinivasan, Liu, Bing, Goethals, Bart, Pei, Jian, Kamath, Chandrika

Year:

2010

Language:

english

File:

PDF, 608 KB

english, 2010

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