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1

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

2

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 ||

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 44.46 MB

english, 2016

3

Overlapping community detection in labeled graphs

Esther Galbrun,Aristides Gionis,Nikolaj Tatti

Journal:

Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 1.33 MB

english, 2014

4

Finding Robust Itemsets under Subsampling

Tatti, Nikolaj, Moerchen, Fabian, Calders, Toon

Journal:

ACM Transactions on Database Systems

Year:

2014

Language:

english

File:

PDF, 647 KB

english, 2014

5

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Coordinate Transformations for Characterization and Cluster Analysis of Spatial Configurations in Football

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 1.35 MB

english, 2016

6

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Topy: Real-Time Story Tracking via Social Tags

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 573 KB

english, 2016

7

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Learning from Software Project Histories

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 438 KB

english, 2016

8

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 1.66 MB

english, 2016

9

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || A KDD Process for Discrimination Discovery

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 621 KB

english, 2016

10

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 3.01 MB

english, 2016

11

Tiers for peers: a practical algorithm for discovering hierarchy in weighted networks

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 879 KB

english, 2017

12

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

13

Computational complexity of queries based on itemsets

Journal:

Information Processing Letters

Year:

2006

Language:

english

File:

PDF, 108 KB

english, 2006

14

Safe projections of binary data sets

Journal:

Acta Informatica

Year:

2006

Language:

english

File:

PDF, 459 KB

english, 2006

15

Maximum entropy based significance of itemsets

Journal:

Knowledge and Information Systems

Year:

2008

Language:

english

File:

PDF, 426 KB

english, 2008

16

Using background knowledge to rank itemsets

Nikolaj Tatti, Michael Mampaey

Journal:

Data Mining and Knowledge Discovery

Year:

2010

Language:

english

File:

PDF, 188 KB

english, 2010

17

Mining closed strict episodes

Nikolaj Tatti, Boris Cule

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 611 KB

english, 2012

18

Discovering episodes with compact minimal windows

Journal:

Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 868 KB

english, 2014

19

Fast sequence segmentation using log-linear models

Journal:

Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 568 KB

english, 2013

20

[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

21

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

22

[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 - Itemsets for Real-Valued Datasets

Year:

2013

Language:

english

File:

PDF, 2.31 MB

english, 2013

23

[IEEE 2009 Ninth IEEE International Conference on Data Mining (ICDM) - Miami Beach, FL, USA (2009.12.6-2009.12.9)] 2009 Ninth IEEE International Conference on Data Mining - Significance of Episodes Based on Minimal Windows

Year:

2009

Language:

english

File:

PDF, 279 KB

english, 2009

24

[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) - Maximum Entropy Based Significance of Itemsets

Year:

2007

Language:

english

File:

PDF, 557 KB

english, 2007

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 - Finding Good Itemsets by Packing Data

Tatti, Nikolaj, Vreeken, Jilles

Year:

2008

Language:

english

File:

PDF, 297 KB

english, 2008

26

[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 - Finding Robust Itemsets under Subsampling

Tatti, Nikolaj, Moerchen, Fabian

Year:

2011

Language:

english

File:

PDF, 275 KB

english, 2011

27

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Event detection in activity networks

Rozenshtein, Polina, Anagnostopoulos, Aris, Gionis, Aristides, Tatti, Nikolaj

Year:

2014

Language:

english

File:

PDF, 2.86 MB

english, 2014

28

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

29

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Mining Closed Strict Episodes

Tatti, Nikolaj, Cule, Boris

Year:

2010

Language:

english

File:

PDF, 246 KB

english, 2010

30

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - What is the Dimension of Your Binary Data?

Tatti, Nikolaj, Mielikainen, Taneli, Gionis, Aristides, Mannila, Heikki

Year:

2006

Language:

english

File:

PDF, 251 KB

english, 2006

31

Beyond rankings: comparing directed acyclic graphs

Malmi, Eric, Tatti, Nikolaj, Gionis, Aristides

Journal:

Data Mining and Knowledge Discovery

Year:

2015

Language:

english

File:

PDF, 667 KB

english, 2015

32

Ranking episodes using a partition model

Journal:

Data Mining and Knowledge Discovery

Year:

2015

Language:

english

File:

PDF, 1.81 MB

english, 2015

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 - Mining closed episodes with simultaneous events

Tatti, Nikolaj, Cule, Boris

Year:

2011

Language:

english

File:

PDF, 571 KB

english, 2011

34

[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

35

[ACM Press the 15th ACM SIGKDD international conference - Paris, France (2009.06.28-2009.07.01)] Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09 - Tell me something I don't know

Hanhijärvi, Sami, Ojala, Markus, Vuokko, Niko, Puolamäki, Kai, Tatti, Nikolaj, Mannila, Heikki

Year:

2009

Language:

english

File:

PDF, 465 KB

english, 2009

36

[ACM Press the 16th ACM SIGKDD international conference - Washington, DC, USA (2010.07.25-2010.07.28)] Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '10 - Probably the best itemsets

Year:

2010

Language:

english

File:

PDF, 770 KB

english, 2010

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

[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

39

[IEEE 2015 IEEE International Conference on Data Mining (ICDM) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining - Hierarchies in Directed Networks

Year:

2015

Language:

english

File:

PDF, 235 KB

english, 2015

40

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

41

[ACM Press the 24th International Conference - Florence, Italy (2015.05.18-2015.05.22)] Proceedings of the 24th International Conference on World Wide Web - WWW '15 - Density-friendly Graph Decomposition

Tatti, Nikolaj, Gionis, Aristides

Year:

2015

Language:

english

File:

PDF, 881 KB

english, 2015

42

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Time and Again:

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 300 KB

english, 2016

43

Top-koverlapping densest subgraphs

Galbrun, Esther, Gionis, Aristides, Tatti, Nikolaj

Journal:

Data Mining and Knowledge Discovery

Year:

2016

Language:

english

File:

PDF, 1002 KB

english, 2016

44

Skopus: Mining top-ksequential patterns under leverage

Petitjean, François, Li, Tao, Tatti, Nikolaj, Webb, Geoffrey I.

Journal:

Data Mining and Knowledge Discovery

Year:

2016

Language:

english

File:

PDF, 659 KB

english, 2016

45

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || From Plagiarism Detection to Bible Analysis: The Potential of Machine Learning for Grammar-Based Text Analysis

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 136 KB

english, 2016

46

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || DANCer: Dynamic Attributed Network with Community Structure Generator

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 1.78 MB

english, 2016

47

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || TwitterCracy: Exploratory Monitoring of Twitter Streams for the 2016 U.S. Presidential Election Cycle

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 436 KB

english, 2016

48

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Exploratory Analysis of Text Collections Through Visualization and Hybrid Biclustering

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 2.48 MB

english, 2016

49

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || The SPMF Open-Source Data Mining Library Version 2

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 332 KB

english, 2016

50

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || ECG Monitoring in Wearable Devices by Sparse Models

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 2.03 MB

english, 2016