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1

The WEKA data mining software : an update

Pfahringer, Bernhard, Reutemann, Peter, Witten, Ian H., Hall, Mark, Frank, Eibe, Holmes, Geoffrey

Journal:

ACM SIGKDD Explorations Newsletter

Année:

2009

Langue:

english

Fichier:

PDF, 1.33 MB

english, 2009

2

The online performance estimation framework: heterogeneous ensemble learning for data streams

van Rijn, Jan N., Holmes, Geoffrey, Pfahringer, Bernhard, Vanschoren, Joaquin

Journal:

Machine Learning

Année:

2018

Langue:

english

Fichier:

PDF, 2.22 MB

english, 2018

3

Experiment databases

Joaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes

Journal:

Machine Learning

Année:

2012

Langue:

english

Fichier:

PDF, 3.06 MB

english, 2012

4

Scalable and efficient multi-label classification for evolving data streams

Read, Jesse, Bifet, Albert, Holmes, Geoff, Pfahringer, Bernhard

Journal:

Machine Learning

Année:

2012

Langue:

english

Fichier:

PDF, 986 KB

english, 2012

5

Evaluation methods and decision theory for classification of streaming data with temporal dependence

Žliobaitė, Indrė, Bifet, Albert, Read, Jesse, Pfahringer, Bernhard, Holmes, Geoff

Journal:

Machine Learning

Année:

2015

Langue:

english

Fichier:

PDF, 814 KB

english, 2015

6

Correction to: Adaptive random forests for evolving data stream classification

Gomes, Heitor M., Bifet, Albert, Read, Jesse, Barddal, Jean Paul, Enembreck, Fabrício, Pfahringer, Bernhard, Holmes, Geoff, Abdessalem, Talel

Journal:

Machine Learning

Année:

2019

Langue:

english

Fichier:

PDF, 303 KB

english, 2019

7

A review of Automatic end-to-end De-Identification: Is High Accuracy the Only Metric?

Yogarajan, Vithya, Pfahringer, Bernhard, Mayo, Michael

Journal:

Applied Artificial Intelligence

Année:

2020

Fichier:

PDF, 1.65 MB

2020

8

Classifier chains for multi-label classification

Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank

Journal:

Machine Learning

Année:

2011

Langue:

english

Fichier:

PDF, 856 KB

english, 2011

9

Active Learning With Drifting Streaming Data

Zliobaite, Indre, Bifet, Albert, Pfahringer, Bernhard, Holmes, Geoffrey

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2014

Langue:

english

Fichier:

PDF, 2.94 MB

english, 2014

10

Pairwise meta-rules for better meta-learning-based algorithm ranking

Quan Sun, Bernhard Pfahringer

Journal:

Machine Learning

Année:

2013

Langue:

english

Fichier:

PDF, 1004 KB

english, 2013

11

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 ||

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 45.53 MB

english, 2015

12

Data Quality in Predictive Toxicology: Identification of Chemical Structures and Calculation of Chemical Properties

Christoph Helma, Stefan Kramer, Bernhard Pfahringer and Eva Gottmann

Journal:

Environmental Health Perspectives

Année:

2000

Langue:

english

Fichier:

PDF, 1.25 MB

english, 2000

13

Data Quality in Predictive Toxicology: Reproducibility of Rodent Carcinogenicity Experiments

Eva Gottmann, Stefan Kramer, Bernhard Pfahringer and Christoph Helma

Journal:

Environmental Health Perspectives

Année:

2001

Langue:

english

Fichier:

PDF, 1.45 MB

english, 2001

14

[IEEE 2011 7th International Conference on IT in Asia (CITA) - Sarawak, Malaysia (2011.07.12-2011.07.13)] 2011 7th International Conference on Information Technology in Asia - Clustering for classification

Evans, Reuben, Pfahringer, Bernhard, Holmes, Geoffrey

Année:

2011

Langue:

english

Fichier:

PDF, 161 KB

english, 2011

15

Pruning Incremental Linear Model Trees with Approximate Lookahead

Hapfelmeier, Andreas, Pfahringer, Bernhard, Kramer, Stefan

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2014

Langue:

english

Fichier:

PDF, 687 KB

english, 2014

16

Ensembles of Restricted Hoeffding Trees

Bifet, Albert, Frank, Eibe, Holmes, Geoff, Pfahringer, Bernhard

Journal:

ACM Transactions on Intelligent Systems and Technology

Année:

2012

Langue:

english

Fichier:

PDF, 863 KB

english, 2012

17

Guest editorial: First-order knowledge discovery in databases

Furnkranz, Johannes, Pfahringer, Bernhard

Journal:

Applied Artificial Intelligence

Année:

1998

Langue:

english

Fichier:

PDF, 245 KB

english, 1998

18

[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 frequent closed graphs on evolving data streams

Bifet, Albert, Holmes, Geoff, Pfahringer, Bernhard, Gavaldà, Ricard

Année:

2011

Langue:

english

Fichier:

PDF, 610 KB

english, 2011

19

[ACM Press the 21th ACM SIGKDD International Conference - Sydney, NSW, Australia (2015.08.10-2015.08.13)] Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15 - Efficient Online Evaluation of Big Data Stream Classifiers

Bifet, Albert, de Francisci Morales, Gianmarco, Read, Jesse, Holmes, Geoff, Pfahringer, Bernhard

Année:

2015

Langue:

english

Fichier:

PDF, 713 KB

english, 2015

20

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Absorption for ABoxes and TBoxes with General Value Restrictions

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 275 KB

english, 2015

21

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Standoff-Balancing: A Novel Class Imbalance Treatment Method Inspired by Military Strategy

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 211 KB

english, 2015

22

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Automating Marine Mammal Detection in Aerial Images Captured During Wildlife Surveys: A Deep Learning Approach

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2015

23

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Use of ensembles of Fourier spectra in capturing recurrent concepts in data streams

Sakthithasan, Sripirakas, Pears, Russel, Bifet, Albert, Pfahringer, Bernhard

Année:

2015

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2015

24

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Decision Making Strategy Based on Time Series Data of Voting Behavior

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 1.26 MB

english, 2015

25

[IEEE 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI) - Omaha, NE, USA (2016.10.13-2016.10.16)] 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI) - From Opinion Lexicons to Sentiment Classification of Tweets and Vice Versa: A Transfer Learning Approach

Bravo-Marquez, Felipe, Frank, Eibe, Pfahringer, Bernhard

Année:

2016

Langue:

english

Fichier:

PDF, 275 KB

english, 2016

26

[IEEE 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI) - Omaha, NE, USA (2016.10.13-2016.10.16)] 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI) - Determining Word-Emotion Associations from Tweets by Multi-label Classification

Bravo-Marquez, Felipe, Frank, Eibe, Mohammad, Saif M., Pfahringer, Bernhard

Année:

2016

Langue:

english

Fichier:

PDF, 215 KB

english, 2016

27

[ACM Press the 23rd ACM SIGKDD International Conference - Halifax, NS, Canada (2017.08.13-2017.08.17)] Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17 - Extremely Fast Decision Tree Mining for Evolving Data Streams

Bifet, Albert, Zhang, Jiajin, Fan, Wei, He, Cheng, Zhang, Jianfeng, Qian, Jianfeng, Holmes, Geoff, Pfahringer, Bernhard

Année:

2017

Langue:

english

Fichier:

PDF, 1.11 MB

english, 2017

28

[IEEE 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Tokyo, Japan (2017.10.19-2017.10.21)] 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Dynamic and Heterogeneous Ensembles for Time Series Forecasting

Cerqueira, Vitor, Torgo, Luis, Oliveira, Mariana, Pfahringer, Bernhard

Année:

2017

Langue:

english

Fichier:

PDF, 879 KB

english, 2017

29

An empirical analysis of binary transformation strategies and base algorithms for multi-label learning

Rivolli, Adriano, Read, Jesse, Soares, Carlos, Pfahringer, Bernhard, de Carvalho, AndrÃ© C. P. L. F.

Journal:

Machine Learning

Année:

2020

Fichier:

PDF, 1.53 MB

2020

30

[Lecture Notes in Computer Science] Discovery Science Volume 6332 || Mining Class-Correlated Patterns for Sequence Labeling

Pfahringer, Bernhard, Holmes, Geoff, Hoffmann, Achim

Année:

2010

Langue:

english

Fichier:

PDF, 397 KB

english, 2010

31

[Lecture Notes in Computer Science] Discovery Science Volume 6332 ||

Pfahringer, Bernhard, Holmes, Geoff, Hoffmann, Achim

Année:

2010

Langue:

english

Fichier:

PDF, 10.53 MB

english, 2010

32

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 3625 || Spatial Clustering of Structured Objects

Kramer, Stefan, Pfahringer, Bernhard

Année:

2005

Langue:

english

Fichier:

PDF, 312 KB

english, 2005

33

[IEEE 2010 IEEE International Conference on Data Mining Workshops (ICDMW) - Sydney, TBD, Australia (2010.12.13-2010.12.13)] 2010 IEEE International Conference on Data Mining Workshops - Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA

Kranen, Philipp, Kremer, Hardy, Jansen, Timm, Seidl, Thomas, Bifet, Albert, Holmes, Geoff, Pfahringer, Bernhard

Année:

2010

Langue:

english

Fichier:

PDF, 546 KB

english, 2010

34

[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 - New ensemble methods for evolving data streams

Bifet, Albert, Holmes, Geoff, Pfahringer, Bernhard, Kirkby, Richard, Gavaldà, Ricard

Année:

2009

Langue:

english

Fichier:

PDF, 582 KB

english, 2009

35

[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 - Multi-label Classification Using Ensembles of Pruned Sets

Read, Jesse, Pfahringer, Bernhard, Holmes, Geoff

Année:

2008

Langue:

english

Fichier:

PDF, 202 KB

english, 2008

36

[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 - An effective evaluation measure for clustering on evolving data streams

Kremer, Hardy, Kranen, Philipp, Jansen, Timm, Seidl, Thomas, Bifet, Albert, Holmes, Geoff, Pfahringer, Bernhard

Année:

2011

Langue:

english

Fichier:

PDF, 845 KB

english, 2011

37

[ACM Press the 28th Annual ACM Symposium - Coimbra, Portugal (2013.03.18-2013.03.22)] Proceedings of the 28th Annual ACM Symposium on Applied Computing - SAC '13 - Efficient data stream classification via probabilistic adaptive windows

Bifet, Albert, Pfahringer, Bernhard, Read, Jesse, Holmes, Geoff

Année:

2013

Langue:

english

Fichier:

PDF, 568 KB

english, 2013

38

[Lecture Notes in Computer Science] Discovery Science Volume 6332 || Integer Linear Programming Models for Constrained Clustering

Pfahringer, Bernhard, Holmes, Geoff, Hoffmann, Achim

Année:

2010

Langue:

english

Fichier:

PDF, 289 KB

english, 2010

39

Winning the KDD99 classification cup

Pfahringer, Bernhard

Journal:

ACM SIGKDD Explorations Newsletter

Année:

2000

Langue:

english

Fichier:

PDF, 132 KB

english, 2000

40

The Weka solution to the 2004 KDD Cup

Pfahringer, Bernhard

Journal:

ACM SIGKDD Explorations Newsletter

Année:

2004

Langue:

english

Fichier:

PDF, 207 KB

english, 2004

41

[ACM Press the 27th Annual ACM Symposium - Trento, Italy (2012.03.26-2012.03.30)] Proceedings of the 27th Annual ACM Symposium on Applied Computing - SAC '12 - Multi-label classification using boolean matrix decomposition

Wicker, Jörg, Pfahringer, Bernhard, Kramer, Stefan

Année:

2012

Langue:

english

Fichier:

PDF, 509 KB

english, 2012

42

[ACM Press the fourteenth international conference - Philadelphia, Pennsylvania, USA (2012.07.07-2012.07.11)] Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion - GECCO Companion '12 - Full model selection in the space of data mining operators

Sun, Quan, Pfahringer, Bernhard, Mayo, Michael

Année:

2012

Langue:

english

Fichier:

PDF, 390 KB

english, 2012

43

[ACM Press the 27th Annual ACM Symposium - Trento, Italy (2012.03.26-2012.03.30)] Proceedings of the 27th Annual ACM Symposium on Applied Computing - SAC '12 - Maximum Common Subgraph based locally weighted regression

Seeland, Madeleine, Buchwald, Fabian, Kramer, Stefan, Pfahringer, Bernhard

Année:

2012

Langue:

english

Fichier:

PDF, 272 KB

english, 2012

44

[ACM Press the 29th Annual ACM Symposium - Gyeongju, Republic of Korea (2014.03.24-2014.03.28)] Proceedings of the 29th Annual ACM Symposium on Applied Computing - SAC '14 - Change detection in categorical evolving data streams

Ienco, Dino, Bifet, Albert, Pfahringer, Bernhard, Poncelet, Pascal

Année:

2014

Langue:

english

Fichier:

PDF, 659 KB

english, 2014

45

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Understanding Toxicities and Complications of Cancer Treatment: A Data Mining Approach

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 1023 KB

english, 2015

46

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Optimal Hyper-Parameter Search in Support Vector Machines Using Bézier Surfaces

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 314 KB

english, 2015

47

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Finding the k in K-means Clustering: A Comparative Analysis Approach

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 850 KB

english, 2015

48

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 1.20 MB

english, 2015

49

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Gene Transfer: A Novel Genetic Operator for Discovering Diverse-Frequent Patterns

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 559 KB

english, 2015

50

[Lecture Notes in Computer Science] AI 2015: Advances in Artificial Intelligence Volume 9457 || Knowledge Sharing in Coalitions

Pfahringer, Bernhard, Renz, Jochen

Année:

2015

Langue:

english

Fichier:

PDF, 586 KB

english, 2015