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1

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9851 ||

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 47.20 MB

english, 2016

2

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 ||

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 40.82 MB

english, 2016

3

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9851 || Deep Metric Learning with Data Summarization

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 2.31 MB

english, 2016

4

Comparing apples and oranges: measuring differences between exploratory data mining results

Nikolaj Tatti, Jilles Vreeken

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 934 KB

english, 2012

5

Summarizing and understanding large graphs

Koutra, Danai, Kang, U, Vreeken, Jilles, Faloutsos, Christos

Journal:

Statistical Analysis and Data Mining

Year:

2015

Language:

english

File:

PDF, 2.36 MB

english, 2015

6

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Aspect Mining with Rating Bias

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 844 KB

english, 2016

7

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9851 || Scalable Hyperparameter Optimization with Products of Gaussian Process Experts

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 484 KB

english, 2016

8

[IEEE 2018 IEEE International Conference on Data Mining (ICDM) - Singapore, Singapore (2018.11.17-2018.11.20)] 2018 IEEE International Conference on Data Mining (ICDM) - Summarizing Graphs at Multiple Scales: New Trends

Koutra, Danai, Vreeken, Jilles, Bonchi, Francesco

Year:

2018

Language:

english

File:

PDF, 73 KB

english, 2018

9

The blind men and the elephant: on meeting the problem of multiple truths in data from clustering and pattern mining perspectives

Zimek, Arthur, Vreeken, Jilles

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 1.13 MB

english, 2015

10

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Improving Locality Sensitive Hashing Based Similarity Search and Estimation for Kernels

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 423 KB

english, 2016

11

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Coupled Hierarchical Dirichlet Process Mixtures for Simultaneous Clustering and Topic Modeling

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 1.65 MB

english, 2016

12

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Infection Hot Spot Mining from Social Media Trajectories

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 2.04 MB

english, 2016

13

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Credible Review Detection with Limited Information Using Consistency Features

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 473 KB

english, 2016

14

Generating Realistic Synthetic Population Datasets

Wu, Hao, Ning, Yue, Chakraborty, Prithwish, Vreeken, Jilles, Tatti, Nikolaj, Ramakrishnan, Naren

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2018

Language:

english

File:

PDF, 1.99 MB

english, 2018

15

Identifying domains of applicability of machine learning models for materials science

Sutton, Christopher, Boley, Mario, Ghiringhelli, Luca M., Rupp, Matthias, Vreeken, Jilles, Scheffler, Matthias

Journal:

Nature Communications

Year:

2020

File:

PDF, 5.34 MB

2020

16

Unraveling tobacco BY-2 protein complexes with BN PAGE/LC–MS/MS and clustering methods

Noor Remmerie, Thomas De Vijlder, Dirk Valkenborg, Kris Laukens, Koen Smets, Jilles Vreeken, Inge Mertens, Sebastien C. Carpentier, Bart Panis, Geert De Jaeger, Ronny Blust, Els Prinsen, Erwin Witters

Journal:

Journal of Proteomics

Year:

2011

Language:

english

File:

PDF, 1.84 MB

english, 2011

17

Identifying the components

Matthijs van Leeuwen, Jilles Vreeken, Arno Siebes

Journal:

Data Mining and Knowledge Discovery

Year:

2009

Language:

english

File:

PDF, 587 KB

english, 2009

18

Krimp: mining itemsets that compress

Jilles Vreeken, Matthijs van Leeuwen, Arno Siebes

Journal:

Data Mining and Knowledge Discovery

Year:

2011

Language:

english

File:

PDF, 816 KB

english, 2011

19

Summarizing categorical data by clustering attributes

Michael Mampaey, Jilles Vreeken

Journal:

Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 639 KB

english, 2013

20

Efficiently spotting the starting points of an epidemic in a large graph

B. Aditya Prakash, Jilles Vreeken, Christos Faloutsos

Journal:

Knowledge and Information Systems

Year:

2014

Language:

english

File:

PDF, 761 KB

english, 2014

21

[ACM Press the 18th ACM SIGKDD international conference - Beijing, China (2012.08.12-2012.08.16)] Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '12 - The long and the short of it

Tatti, Nikolaj, Vreeken, Jilles

Year:

2012

Language:

english

File:

PDF, 584 KB

english, 2012

22

Erratum to: Unsupervised interaction-preserving discretization of multivariate data

Nguyen, Hoang-Vu, Müller, Emmanuel, Vreeken, Jilles, Böhm, Klemens

Journal:

Data Mining and Knowledge Discovery

Year:

2015

Language:

english

File:

PDF, 72 KB

english, 2015

23

Unsupervised interaction-preserving discretization of multivariate data

Nguyen, Hoang-Vu, Müller, Emmanuel, Vreeken, Jilles, Böhm, Klemens

Journal:

Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 1.06 MB

english, 2014

24

Uncovering the plot: detecting surprising coalitions of entities in multi-relational schemas

Hao Wu,Jilles Vreeken,Nikolaj Tatti…

Journal:

Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 2.80 MB

english, 2014

25

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - Filling in the Blanks - Krimp Minimisation for Missing Data

Vreeken, Jilles, Siebes, Arno

Year:

2008

Language:

english

File:

PDF, 254 KB

english, 2008

26

[IEEE Seventh IEEE International Conference on Data Mining (ICDM 2007) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining (ICDM 2007) - Preserving Privacy through Data Generation

Vreeken, Jilles, Leeuwen, Matthijs van, Siebes, Arno

Year:

2007

Language:

english

File:

PDF, 544 KB

english, 2007

27

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - Maximum Entropy Modelling for Assessing Results on Real-Valued Data

Kontonasios, Kleanthis-Nikolaos, Vreeken, Jilles, De Bie, Tijl

Year:

2011

Language:

english

File:

PDF, 302 KB

english, 2011

28

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - Finding Good Itemsets by Packing Data

Tatti, Nikolaj, Vreeken, Jilles

Year:

2008

Language:

english

File:

PDF, 297 KB

english, 2008

29

[IEEE 2013 IEEE International Conference on Data Mining (ICDM) - Dallas, TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining - Cartification: A Neighborhood Preserving Transformation for Mining High Dimensional Data

Aksehirli, Emin, Goethals, Bart, Muller, Emmanuel, Vreeken, Jilles

Year:

2013

Language:

english

File:

PDF, 330 KB

english, 2013

30

[ACM Press the 23rd ACM International Conference - Shanghai, China (2014.11.03-2014.11.07)] Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14 - Narrow or Broad?

Athukorala, Kumaripaba, Oulasvirta, Antti, Głowacka, Dorota, Vreeken, Jilles, Jacucci, Giulio

Year:

2014

Language:

english

File:

PDF, 689 KB

english, 2014

31

[ACM Press the 18th ACM SIGKDD international conference - Beijing, China (2012.08.12-2012.08.16)] Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '12 - TourViz

Chau, Duen Horng, Akoglu, Leman, Vreeken, Jilles, Tong, Hanghang, Faloutsos, Christos

Year:

2012

Language:

english

File:

PDF, 604 KB

english, 2012

32

Efficient Discovery of the Most Interesting Associations

Webb, Geoffrey I., Vreeken, Jilles

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2013

Language:

english

File:

PDF, 1.24 MB

english, 2013

33

[ACM Press the 17th ACM SIGKDD international conference - San Diego, California, USA (2011.08.21-2011.08.24)] Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 - Tell me what i need to know

Mampaey, Michael, Tatti, Nikolaj, Vreeken, Jilles

Year:

2011

Language:

english

File:

PDF, 656 KB

english, 2011

34

[ACM Press the 23rd ACM International Conference - Shanghai, China (2014.11.03-2014.11.07)] Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14 - A Fresh Look on Knowledge Bases

Kuzey, Erdal, Vreeken, Jilles, Weikum, Gerhard

Year:

2014

Language:

english

File:

PDF, 1.18 MB

english, 2014

35

Making pattern mining useful

Vreeken, Jilles

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2010

Language:

english

File:

PDF, 138 KB

english, 2010

36

[ACM Press the 13th ACM SIGKDD international conference - San Jose, California, USA (2007.08.12-2007.08.15)] Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 - Characterising the difference

Vreeken, Jilles, van Leeuwen, Matthijs, Siebes, Arno

Year:

2007

Language:

english

File:

PDF, 910 KB

english, 2007

37

Summarizing data succinctly with the most informative itemsets

Mampaey, Michael, Vreeken, Jilles, Tatti, Nikolaj

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2012

Language:

english

File:

PDF, 685 KB

english, 2012

38

MDL4BMF

Miettinen, Pauli, Vreeken, Jilles

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2014

Language:

english

File:

PDF, 994 KB

english, 2014

39

[ACM Press the 17th ACM SIGKDD international conference - San Diego, California, USA (2011.08.21-2011.08.24)] Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 - Model order selection for boolean matrix factorization

Miettinen, Pauli, Vreeken, Jilles

Year:

2011

Language:

english

File:

PDF, 1.54 MB

english, 2011

40

[ACM Press the 21st ACM international conference - Maui, Hawaii, USA (2012.10.29-2012.11.02)] Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12 - Fast and reliable anomaly detection in categorical data

Akoglu, Leman, Tong, Hanghang, Vreeken, Jilles, Faloutsos, Christos

Year:

2012

Language:

english

File:

PDF, 2.79 MB

english, 2012

41

[ACM Press the ACM SIGKDD Workshop - Beijing, China (2012.08.12-2012.08.12)] Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics - ISI-KDD '12 - Where do I start?

Wu, Hao, Mampaey, Michael, Tatti, Nikolaj, Vreeken, Jilles, Hossain, M. Shahriar, Ramakrishnan, Naren

Year:

2012

Language:

english

File:

PDF, 309 KB

english, 2012

42

Useful patterns (UP'10) ACM SIGKDD workshop report

Vreeken, Jilles, Tatti, Nikolaj, Goethals, Bart

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2011

Language:

english

File:

PDF, 123 KB

english, 2011

43

Is exploratory search different? A comparison of information search behavior for exploratory and lookup tasks

Athukorala, Kumaripaba, Głowacka, Dorota, Jacucci, Giulio, Oulasvirta, Antti, Vreeken, Jilles

Journal:

Journal of the Association for Information Science and Technology

Year:

2015

Language:

english

File:

PDF, 2.62 MB

english, 2015

44

[Society for Industrial and Applied Mathematics Proceedings of the 2016 SIAM International Conference on Data Mining - ()] Proceedings of the 2016 SIAM International Conference on Data Mining - Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series

Nguyen, Hoang-Vu, Vreeken, Jilles

Language:

english

File:

PDF, 886 KB

english

45

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Robust Principal Component Analysis by Reverse Iterative Linear Programming

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 1.41 MB

english, 2016

46

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Top-N Recommendation via Joint Cross-Domain User Clustering and Similarity Learning

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 493 KB

english, 2016

47

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Warped Matrix Factorisation for Multi-view Data Integration

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 576 KB

english, 2016

48

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9851 || Robust Dictionary Learning on the Hilbert Sphere in Kernel Feature Space

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 2.53 MB

english, 2016

49

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9851 || Stochastic CoSaMP: Randomizing Greedy Pursuit for Sparse Signal Recovery

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 892 KB

english, 2016

50

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9852 || Copula PC Algorithm for Causal Discovery from Mixed Data

Frasconi, Paolo, Landwehr, Niels, Manco, Giuseppe, Vreeken, Jilles

Year:

2016

Language:

english

File:

PDF, 637 KB

english, 2016

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