2008 |
25 | EE | Stefan Mutter,
Bernhard Pfahringer,
Geoffrey Holmes:
Propositionalisation of Profile Hidden Markov Models for Biological Sequence Analysis.
Australasian Conference on Artificial Intelligence 2008: 278-288 |
24 | EE | Xing Wu,
Geoffrey Holmes,
Bernhard Pfahringer:
Mining Arbitrarily Large Datasets Using Heuristic k-Nearest Neighbour Search.
Australasian Conference on Artificial Intelligence 2008: 355-361 |
23 | EE | Jesse Read,
Bernhard Pfahringer,
Geoffrey Holmes:
Multi-label Classification Using Ensembles of Pruned Sets.
ICDM 2008: 995-1000 |
22 | EE | Joaquin Vanschoren,
Hendrik Blockeel,
Bernhard Pfahringer,
Geoffrey Holmes:
Organizing the World's Machine Learning Information.
ISoLA 2008: 693-708 |
21 | EE | Bernhard Pfahringer,
Geoffrey Holmes,
Richard Kirkby:
Handling Numeric Attributes in Hoeffding Trees.
PAKDD 2008: 296-307 |
20 | EE | Joaquin Vanschoren,
Bernhard Pfahringer,
Geoffrey Holmes:
Learning from the Past with Experiment Databases.
PRICAI 2008: 485-496 |
2007 |
19 | EE | Bernhard 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 |
17 | EE | Geoffrey 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 |
15 | EE | Mi Li,
Geoffrey Holmes,
Bernhard Pfahringer:
Clustering Large Datasets Using Cobweb and K-Means in Tandem.
Australian Conference on Artificial Intelligence 2004: 368-379 |
14 | EE | Ashraf 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 |
12 | EE | Eibe Frank,
Mark Hall,
Leonard E. Trigg,
Geoffrey Holmes,
Ian H. Witten:
Data mining in bioinformatics using Weka.
Bioinformatics 20(15): 2479-2481 (2004) |
2003 |
11 | EE | Mark Hall,
Geoffrey Holmes:
Benchmarking Attribute Selection Techniques for Discrete Class Data Mining.
IEEE Trans. Knowl. Data Eng. 15(6): 1437-1447 (2003) |
2002 |
10 | EE | Eibe Frank,
Geoffrey Holmes,
Richard Kirkby,
Mark Hall:
Racing Committees for Large Datasets.
Discovery Science 2002: 153-164 |
9 | EE | Geoffrey Holmes,
Bernhard Pfahringer,
Richard Kirkby,
Eibe Frank,
Mark Hall:
Multiclass Alternating Decision Trees.
ECML 2002: 161-172 |
2001 |
8 | EE | Bernhard Pfahringer,
Geoffrey Holmes,
Gabi Schmidberger:
Wrapping Boosters against Noise.
Australian Joint Conference on Artificial Intelligence 2001: 402-413 |
7 | EE | Bernhard Pfahringer,
Geoffrey Holmes,
Richard Kirkby:
Optimizing the Induction of Alternating Decision Trees.
PAKDD 2001: 477-487 |
6 | EE | Malcolm 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 |
4 | | Geoffrey Holmes,
Mark Hall,
Eibe Frank:
Generating Rule Sets from Model Trees.
Australian Joint Conference on Artificial Intelligence 1999: 1-12 |
1998 |
3 | EE | W. 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 |
1 | EE | Craig G. Nevill-Manning,
Geoffrey Holmes,
Ian H. Witten:
The Development of Holte's 1R Classifier.
ANNES 1995: 239-242 |