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1

Automatic Feature Extraction for Classifying Audio Data

Ingo Mierswa, Katharina Morik

Journal:

Machine Learning

Year:

2005

Language:

english

File:

PDF, 685 KB

english, 2005

2

Quality Prediction in Interlinked Manufacturing Processes based on Supervised & Unsupervised Machine Learning

Lieber, Daniel, Stolpe, Marco, Konrad, Benedikt, Deuse, Jochen, Morik, Katharina

Journal:

Year:

2013

Language:

english

File:

PDF, 750 KB

english, 2013

3

Big Data Science

Morik, Katharina, Bockermann, Christian, Buschjäger, Sebastian

Journal:

KI - Künstliche Intelligenz

Year:

2017

Language:

english

File:

PDF, 1.16 MB

english, 2017

4

Introduction to data mining for sustainability

Katharina Morik, Kanishka Bhaduri, Hillol Kargupta

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 310 KB

english, 2012

5

[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

6

Schlüsseltechnologie Maschinelles Lernen

Morik, Katharina

Journal:

Year:

2018

Language:

german

File:

PDF, 1.23 MB

german, 2018

7

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

8

A Multistrategy Approach to Relational Knowledge Discovery in Databases

Katharina Morik, Peter Brockhausen

Journal:

Machine Learning

Year:

1997

Language:

english

File:

PDF, 414 KB

english, 1997

9

End-user access to multiple sources: incorporating knowledge discovery into knowledge management

Katharina Morik, Christian Hüppe, Klaus Unterstein

Journal:

Intelligent Systems in Accounting, Finance and Management

Year:

2002

Language:

english

File:

PDF, 663 KB

english, 2002

10

[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

11

Learning concepts from sensor data of a mobile robot

Klingspor, Volker, Morik, Katharina J., Rieger, Anke D.

Journal:

Machine Learning

Year:

1996

Language:

english

File:

PDF, 1.67 MB

english, 1996

12

Balanced cooperative modeling

Morik, Katharina

Journal:

Machine Learning

Year:

1993

Language:

english

File:

PDF, 1.19 MB

english, 1993

13

Underlying assumptions of knowledge acquisition and machine learning

Katharina Morik

Journal:

Knowledge Acquisition

Year:

1991

Language:

english

File:

PDF, 1.34 MB

english, 1991

14

Learning Concepts from Sensor Data of a Mobile Robot

Klingspor, Volker, Morik, Katharina J., Rieger, Anke D.

Journal:

Machine Learning

Year:

1996

Language:

english

File:

PDF, 313 KB

english, 1996

15

A Polynomial Approach to the Constructive Induction of Structural Knowledge

Kietz, Jörg-Uwe, Morik, Katharina

Journal:

Machine Learning

Year:

1994

Language:

english

File:

PDF, 1.62 MB

english, 1994

16

Balanced Cooperative Modeling

Morik, Katharina

Journal:

Machine Learning

Year:

1993

Language:

english

File:

PDF, 2.70 MB

english, 1993

17

Guest Editorial

Morik, Katharina, Bergadano, Francesco, Buntine, Wray

Journal:

Machine Learning

Year:

1994

Language:

english

File:

PDF, 138 KB

english, 1994

18

[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

19

[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

20

[Studies in Computational Intelligence] Computational Sustainability Volume 645 || A Hybrid Machine Learning and Knowledge Based Approach to Limit Combinatorial Explosion in Biodegradation Prediction

Lässig, Jörg, Kersting, Kristian, Morik, Katharina

Year:

2016

Language:

english

File:

PDF, 625 KB

english, 2016

21

Prädiktive Prozessüberwachung auf Basis verteilt erfasster Sensordaten

Wiegand, Mario, Stolpe, Marco, Deuse, Jochen, Morik, Katharina

Journal:

at - Automatisierungstechnik

Year:

2016

Language:

german

File:

PDF, 851 KB

german, 2016

22

Interpretable domain adaptation via optimization over the Stiefel manifold

Pölitz, Christian, Duivesteijn, Wouter, Morik, Katharina

Journal:

Machine Learning

Year:

2016

Language:

english

File:

PDF, 917 KB

english, 2016

23

The PRIMPING routine—Tiling through proximal alternating linearized minimization

Sibylle Hess,Katharina Morik,Nico Piatkowski

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 1.59 MB

english, 2017

24

[IEEE 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) - Turin, Italy (2018.10.1-2018.10.3)] 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) - Unification of Deconvolution Algorithms for Cherenkov Astronomy

Bunse, Mirko, Piatkowski, Nico, Morik, Katharina, Ruhe, Tim, Rhode, Wolfgang

Year:

2018

Language:

english

File:

PDF, 233 KB

english, 2018

25

Randomized outlier detection with trees

BuschjÃ¤ger, Sebastian, Honysz, Philipp-Jan, Morik, Katharina

Journal:

International Journal of Data Science and Analytics

Year:

2020

File:

PDF, 477 KB

2020

26

Distributed feature extraction in a p2p setting — a case study

Michael Wurst, Katharina Morik

Journal:

Future Generation Computer Systems

Year:

2007

Language:

english

File:

PDF, 353 KB

english, 2007

27

Customers' requirements for natural language systems: results of an inquiry

Katharina Morik

Journal:

International Journal of Man-Machine Studies

Year:

1984

Language:

english

File:

PDF, 818 KB

english, 1984

28

Acquiring domain models

Katharina Morik

Journal:

International Journal of Man-Machine Studies

Year:

1987

Language:

english

File:

PDF, 616 KB

english, 1987

29

Schülerinnen und Schüler an der Universität

Katharina Morik, Georgi Ostrowski, Tobias Pröger

Journal:

Informatik-Spektrum

Year:

2005

Language:

german

File:

PDF, 70 KB

german, 2005

30

Merkmalsextraktion aus Audiodaten Evolutionäre Aufzucht von Methodenbäumen

Ingo Mierswa, Katharina Morik

Journal:

Informatik-Spektrum

Year:

2005

Language:

german

File:

PDF, 1.05 MB

german, 2005

31

Musik und Informatik

Katharina Morik

Journal:

Informatik-Spektrum

Year:

2005

Language:

german

File:

PDF, 111 KB

german, 2005

32

Multi-objective frequent termset clustering

Katharina Morik, Andreas Kaspari, Michael Wurst, Marcin Skirzynski

Journal:

Knowledge and Information Systems

Year:

2012

Language:

english

File:

PDF, 1.12 MB

english, 2012

33

Guest Editors’ Introduction: Special issue of Selected Papers from ECML PKDD 2008

Walter Daelemans, Bart Goethals, Katharina Morik

Journal:

Data Mining and Knowledge Discovery

Year:

2008

Language:

english

File:

PDF, 46 KB

english, 2008

34

About the non-convex optimization problem induced by non-positive semidefinite kernel learning

Ingo Mierswa, Katharina Morik

Journal:

Advances in Data Analysis and Classification

Year:

2008

Language:

english

File:

PDF, 201 KB

english, 2008

35

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || Nonstationary Gaussian Process Regression Using Point Estimates of Local Smoothness

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 1.44 MB

english, 2008

36

CORA—A knowledge-based system for the analysis of case-control studies

Katharina Morik, Iris Pigeot, Ursula Robers

Journal:

Computer Methods and Programs in Biomedicine

Year:

1998

Language:

english

File:

PDF, 660 KB

english, 1998

37

Erratum to “Knowledge discovery and knowledge validation in intensive care”: [Artificial intelligence in Medicine 19 (2000) 225–249]

Katharina Morik, Michael Imboff, Peter Brockhausen, Thorsten Joachims, Ursula Gather

Journal:

Artificial Intelligence in Medicine

Year:

2000

Language:

english

File:

PDF, 37 KB

english, 2000

38

Knowledge discovery and knowledge validation in intensive care

Katharina Morik, Michael Imboff, Peter Brockhausen, Thorsten Joachims, Ursula Gather

Journal:

Artificial Intelligence in Medicine

Year:

2000

Language:

english

File:

PDF, 201 KB

english, 2000

39

Reanalysis of neuroblastoma expression profiling data using improved methodology and extended follow-up increases validity of outcome prediction

Alexander Schramm, Ingo Mierswa, Lars Kaderali, Katharina Morik, Angelika Eggert, Johannes H. Schulte

Journal:

Year:

2009

Language:

english

File:

PDF, 413 KB

english, 2009

40

What online machine learning can do for knowledge acquisition—a case study

Edgar Sommer, Katharina Morik, Jean-Michel André, Marc Uszynski

Journal:

Knowledge Acquisition

Year:

1994

File:

PDF, 1.59 MB

1994

41

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || Assessing Nonlinear Granger Causality from Multivariate Time Series

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 2.28 MB

english, 2008

42

[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

43

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || Data Streaming with Affinity Propagation

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 1.05 MB

english, 2008

44

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || A Joint Topic and Perspective Model for Ideological Discourse

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 768 KB

english, 2008

45

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || Pleiades: Subspace Clustering and Evaluation

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 1012 KB

english, 2008

46

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5211 || A Fast Algorithm to Find Overlapping Communities in Networks

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 341 KB

english, 2008

47

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5212 || Learning MDP Action Models Via Discrete Mixture Trees

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 481 KB

english, 2008

48

[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

49

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 5211 || Multiagent Reinforcement Learning for Urban Traffic Control Using Coordination Graphs

Daelemans, Walter, Goethals, Bart, Morik, Katharina

Year:

2008

Language:

english

File:

PDF, 630 KB

english, 2008

50

Spatio-temporal random fields: compressible representation and distributed estimation

Nico Piatkowski, Sangkyun Lee, Katharina Morik

Journal:

Machine Learning

Year:

2013

Language:

english

File:

PDF, 1011 KB

english, 2013