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Geoffrey Holmes Vis

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*2009
28EEJesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank: Classifier Chains for Multi-label Classification. ECML/PKDD (2) 2009: 254-269
27EEGeoffrey Holmes, Dale Fletcher, Peter Reutemann, Eibe Frank: Analysing chromatographic data using data mining to monitor petroleum content in water. ITEE 2009: 278-290
26EEAlbert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Ricard Gavaldà: New ensemble methods for evolving data streams. KDD 2009: 139-148
2008
25EEStefan Mutter, Bernhard Pfahringer, Geoffrey Holmes: Propositionalisation of Profile Hidden Markov Models for Biological Sequence Analysis. Australasian Conference on Artificial Intelligence 2008: 278-288
24EEXing Wu, Geoffrey Holmes, Bernhard Pfahringer: Mining Arbitrarily Large Datasets Using Heuristic k-Nearest Neighbour Search. Australasian Conference on Artificial Intelligence 2008: 355-361
23EEJesse Read, Bernhard Pfahringer, Geoffrey Holmes: Multi-label Classification Using Ensembles of Pruned Sets. ICDM 2008: 995-1000
22EEJoaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes: Organizing the World's Machine Learning Information. ISoLA 2008: 693-708
21EEBernhard Pfahringer, Geoffrey Holmes, Richard Kirkby: Handling Numeric Attributes in Hoeffding Trees. PAKDD 2008: 296-307
20EEJoaquin Vanschoren, Bernhard Pfahringer, Geoffrey Holmes: Learning from the Past with Experiment Databases. PRICAI 2008: 485-496
2007
19EEBernhard Pfahringer, Geoffrey Holmes, Richard Kirkby: New Options for Hoeffding Trees. Australian Conference on Artificial Intelligence 2007: 90-99
2005
18 Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby: Cache Hierarchy Inspired Compression: a Novel Architecture for Data Streams. CITA 2005: 130-36
17EEGeoffrey Holmes, Richard Kirkby, Bernhard Pfahringer: Stress-Testing Hoeffding Trees. PKDD 2005: 495-502
16 Eibe Frank, Mark A. Hall, Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer: WEKA - A Machine Learning Workbench for Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 1305-1314
2004
15EEMi Li, Geoffrey Holmes, Bernhard Pfahringer: Clustering Large Datasets Using Cobweb and K-Means in Tandem. Australian Conference on Artificial Intelligence 2004: 368-379
14EEAshraf M. Kibriya, Eibe Frank, Bernhard Pfahringer, Geoffrey Holmes: Multinomial Naive Bayes for Text Categorization Revisited. Australian Conference on Artificial Intelligence 2004: 488-499
13 Geoffrey Holmes, Dale Fletcher: An Instrument Control System Using Predictive Modelling. ICINCO (1) 2004: 292-295
12EEEibe Frank, Mark Hall, Leonard E. Trigg, Geoffrey Holmes, Ian H. Witten: Data mining in bioinformatics using Weka. Bioinformatics 20(15): 2479-2481 (2004)
2003
11EEMark Hall, Geoffrey Holmes: Benchmarking Attribute Selection Techniques for Discrete Class Data Mining. IEEE Trans. Knowl. Data Eng. 15(6): 1437-1447 (2003)
2002
10EEEibe Frank, Geoffrey Holmes, Richard Kirkby, Mark Hall: Racing Committees for Large Datasets. Discovery Science 2002: 153-164
9EEGeoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass Alternating Decision Trees. ECML 2002: 161-172
2001
8EEBernhard Pfahringer, Geoffrey Holmes, Gabi Schmidberger: Wrapping Boosters against Noise. Australian Joint Conference on Artificial Intelligence 2001: 402-413
7EEBernhard Pfahringer, Geoffrey Holmes, Richard Kirkby: Optimizing the Induction of Alternating Decision Trees. PAKDD 2001: 477-487
6EEMalcolm Ware, Eibe Frank, Geoffrey Holmes, Mark Hall, Ian H. Witten: Interactive machine learning: letting users build classifiers. Int. J. Hum.-Comput. Stud. 55(3): 281-292 (2001)
2000
5 Eibe Frank, Leonard E. Trigg, Geoffrey Holmes, Ian H. Witten: Naive Bayes for Regression (Technical Note). Machine Learning 41(1): 5-25 (2000)
1999
4EEGeoffrey Holmes, Mark Hall, Eibe Frank: Generating Rule Sets from Model Trees. Australian Joint Conference on Artificial Intelligence 1999: 1-12
1998
3EEW. J. Teahan, Stuart Inglis, John G. Cleary, Geoffrey Holmes: Correcting English Text Using PPM Models. Data Compression Conference 1998: 289-298
2 Eibe Frank, Yong Wang, Stuart Inglis, Geoffrey Holmes, Ian H. Witten: Using Model Trees for Classification. Machine Learning 32(1): 63-76 (1998)
1995
1EECraig G. Nevill-Manning, Geoffrey Holmes, Ian H. Witten: The Development of Holte's 1R Classifier. ANNES 1995: 239-242

Coauthor Index

1Albert Bifet [26]
2Hendrik Blockeel [22]
3John G. Cleary [3]
4Dale Fletcher [13] [27]
5Eibe Frank [2] [4] [5] [6] [9] [10] [12] [14] [16] [27] [28]
6Ricard Gavaldà [26]
7Mark A. Hall (Mark Hall) [4] [6] [9] [10] [11] [12] [16]
8Stuart Inglis [2] [3]
9Ashraf M. Kibriya [14]
10Richard Kirkby [7] [9] [10] [16] [17] [18] [19] [21] [26]
11Mi Li [15]
12Stefan Mutter [25]
13Craig G. Nevill-Manning [1]
14Bernhard Pfahringer [7] [8] [9] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [28]
15Jesse Read [23] [28]
16Peter Reutemann [27]
17Gabi Schmidberger [8]
18William John Teahan (W. J. Teahan) [3]
19Leonard E. Trigg (Len Trigg) [5] [12]
20Joaquin Vanschoren [20] [22]
21Yong Wang [2]
22Malcolm Ware [6]
23Ian H. Witten [1] [2] [5] [6] [12]
24Xing Wu [24]

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)