Geoffrey Holmes

Geoff Holmes

	2012
55		Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Jesse Read: Stream Data Mining Using the MOA Framework. DASFAA (2) 2012: 309-313
54		Albert Bifet, Eibe Frank, Geoff Holmes, Bernhard Pfahringer: Ensembles of Restricted Hoeffding Trees. ACM TIST 3(2): 30 (2012)
53		Joaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes: Experiment databases - A new way to share, organize and learn from experiments. Machine Learning 87(2): 127-158 (2012)
	2011
52		Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer: MOA-TweetReader: Real-Time Analysis in Twitter Streaming Data. Discovery Science 2011: 46-60
51		Indre Zliobaite, Albert Bifet, Bernhard Pfahringer, Geoff Holmes: Active Learning with Evolving Streaming Data. ECML/PKDD (3) 2011: 597-612
50		Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Jesse Read, Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl: MOA: A Real-Time Analytics Open Source Framework. ECML/PKDD (3) 2011: 617-620
49		Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Ricard Gavaldà: Mining frequent closed graphs on evolving data streams. KDD 2011: 591-599
48		Hardy Kremer, Philipp Kranen, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes, Bernhard Pfahringer: An effective evaluation measure for clustering on evolving data streams. KDD 2011: 868-876
47		Jesse Read, Albert Bifet, Geoff Holmes, Bernhard Pfahringer: Streaming Multi-label Classification. Journal of Machine Learning Research - Proceedings Track 17: 19-25 (2011)
46		Indre Zliobaite, Albert Bifet, Geoff Holmes, Bernhard Pfahringer: MOA Concept Drift Active Learning Strategies for Streaming Data. Journal of Machine Learning Research - Proceedings Track 17: 48-55 (2011)
45		Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Ricard Gavaldà: Detecting Sentiment Change in Twitter Streaming Data. Journal of Machine Learning Research - Proceedings Track 17: 5-11 (2011)
44		Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank: Classifier chains for multi-label classification. Machine Learning 85(3): 333-359 (2011)
	2010
43		Bernhard Pfahringer, Geoffrey Holmes, Achim G. Hoffmann: Discovery Science - 13th International Conference, DS 2010, Canberra, Australia, October 6-8, 2010. Proceedings Springer 2010
42		Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer: Leveraging Bagging for Evolving Data Streams. ECML/PKDD (1) 2010: 135-150
41		Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes, Bernhard Pfahringer: Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA. ICDM Workshops 2010: 1400-1403
40		Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Eibe Frank: Fast Perceptron Decision Tree Learning from Evolving Data Streams. PAKDD (2) 2010: 299-310
39		Eibe Frank, Mark Hall, Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer, Ian H. Witten, Len Trigg: Weka-A Machine Learning Workbench for Data Mining. Data Mining and Knowledge Discovery Handbook 2010: 1269-1277
38		Albert Bifet, Geoff Holmes, Richard Kirkby, Bernhard Pfahringer: MOA: Massive Online Analysis. Journal of Machine Learning Research 11: 1601-1604 (2010)
37		Remco R. Bouckaert, Eibe Frank, Mark A. Hall, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, Ian H. Witten: WEKA - Experiences with a Java Open-Source Project. Journal of Machine Learning Research 11: 2533-2541 (2010)
36		Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl: MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering. Journal of Machine Learning Research - Proceedings Track 11: 44-50 (2010)
35		Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer: Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking. Journal of Machine Learning Research - Proceedings Track 13: 225-240 (2010)
	2009
34		Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Ricard Gavaldà: Improving Adaptive Bagging Methods for Evolving Data Streams. ACML 2009: 23-37
33		Stefan Mutter, Bernhard Pfahringer, Geoffrey Holmes: The Positive Effects of Negative Information: Extending One-Class Classification Models in Binary Proteomic Sequence Classification. Australasian Conference on Artificial Intelligence 2009: 260-269
32		Jesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank: Classifier Chains for Multi-label Classification. ECML/PKDD (2) 2009: 254-269
31		Geoffrey Holmes, Dale Fletcher, Peter Reutemann, Eibe Frank: Analysing chromatographic data using data mining to monitor petroleum content in water. ITEE 2009: 278-290
30		Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Ricard Gavaldà: New ensemble methods for evolving data streams. KDD 2009: 139-148
29		Mark Hall, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, Ian H. Witten: The WEKA data mining software: an update. SIGKDD Explorations 11(1): 10-18 (2009)
	2008
28		Stefan Mutter, Bernhard Pfahringer, Geoffrey Holmes: Propositionalisation of Profile Hidden Markov Models for Biological Sequence Analysis. Australasian Conference on Artificial Intelligence 2008: 278-288
27		Xing Wu, Geoffrey Holmes, Bernhard Pfahringer: Mining Arbitrarily Large Datasets Using Heuristic k-Nearest Neighbour Search. Australasian Conference on Artificial Intelligence 2008: 355-361
26		Jesse Read, Bernhard Pfahringer, Geoffrey Holmes: Multi-label Classification Using Ensembles of Pruned Sets. ICDM 2008: 995-1000
25		Joaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes: Organizing the World's Machine Learning Information. ISoLA 2008: 693-708
24		Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby: Handling Numeric Attributes in Hoeffding Trees. PAKDD 2008: 296-307
23		Joaquin Vanschoren, Bernhard Pfahringer, Geoffrey Holmes: Learning from the Past with Experiment Databases. PRICAI 2008: 485-496
22		Matt Jones, Steve Jones, Gareth Bradley, Nigel Warren, David Bainbridge, Geoff Holmes: ONTRACK: Dynamically adapting music playback to support navigation. Personal and Ubiquitous Computing 12(7): 513-525 (2008)
	2007
21		Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby: New Options for Hoeffding Trees. Australian Conference on Artificial Intelligence 2007: 90-99
20		Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Pascal Vincent, Jason Weston, Robert C. Williamson: The Need for Open Source Software in Machine Learning. Journal of Machine Learning Research 8: 2443-2466 (2007)
	2005
19		Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby: Cache Hierarchy Inspired Compression: a Novel Architecture for Data Streams. CITA 2005: 130-36
18		Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer: Stress-Testing Hoeffding Trees. PKDD 2005: 495-502
17		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
16		Mi Li, Geoffrey Holmes, Bernhard Pfahringer: Clustering Large Datasets Using Cobweb and K-Means in Tandem. Australian Conference on Artificial Intelligence 2004: 368-379
15		Ashraf M. Kibriya, Eibe Frank, Bernhard Pfahringer, Geoffrey Holmes: Multinomial Naive Bayes for Text Categorization Revisited. Australian Conference on Artificial Intelligence 2004: 488-499
14		Geoffrey Holmes, Dale Fletcher: An Instrument Control System Using Predictive Modelling. ICINCO (1) 2004: 292-295
13		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
12		Mark Hall, Geoffrey Holmes: Benchmarking Attribute Selection Techniques for Discrete Class Data Mining. IEEE Trans. Knowl. Data Eng. 15(6): 1437-1447 (2003)
	2002
11		Eibe Frank, Geoffrey Holmes, Richard Kirkby, Mark Hall: Racing Committees for Large Datasets. Discovery Science 2002: 153-164
10		Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass Alternating Decision Trees. ECML 2002: 161-172
	2001
9		Bernhard Pfahringer, Geoffrey Holmes, Gabi Schmidberger: Wrapping Boosters against Noise. Australian Joint Conference on Artificial Intelligence 2001: 402-413
8		Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby: Optimizing the Induction of Alternating Decision Trees. PAKDD 2001: 477-487
7		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
6		Eibe Frank, Leonard E. Trigg, Geoffrey Holmes, Ian H. Witten: Naive Bayes for Regression (Technical Note). Machine Learning 41(1): 5-25 (2000)
	1999
5		Geoffrey Holmes, Mark Hall, Eibe Frank: Generating Rule Sets from Model Trees. Australian Joint Conference on Artificial Intelligence 1999: 1-12
	1998
4		W. J. Teahan, Stuart Inglis, John G. Cleary, Geoffrey Holmes: Correcting English Text Using PPM Models. Data Compression Conference 1998: 289-298
3		Eibe Frank, Yong Wang, Stuart Inglis, Geoffrey Holmes, Ian H. Witten: Using Model Trees for Classification. Machine Learning 32(1): 63-76 (1998)
	1995
2		Craig G. Nevill-Manning, Geoffrey Holmes, Ian H. Witten: The Development of Holte's 1R Classifier. ANNES 1995: 239-242
	1991
1		Colin Beardon, David Lumsden, Geoff Holmes: Natural language and computational linguistics - an introduction. Ellis Horwood 1991: I-VII, 1-232

Coauthor Index

1	David Bainbridge	[22]
2	Colin Beardon	[1]
3	Samy Bengio	[20]
4	Albert Bifet	[30] [34] [35] [36] [38] [40] [41] [42] [45] [46] [47] [48] [49] [50] [51] [52] [54] [55]
5	Hendrik Blockeel	[25] [53]
6	Léon Bottou	[20]
7	Remco R. Bouckaert	[37]
8	Gareth Bradley	[22]
9	Mikio L. Braun	[20]
10	John G. Cleary	[4]
11	Dale Fletcher	[14] [31]
12	Eibe Frank	[3] [5] [6] [7] [10] [11] [13] [15] [17] [29] [31] [32] [35] [37] [39] [40] [44] [54]
13	Ricard Gavaldà	[30] [34] [45] [49]
14	Mark A. Hall (Mark Hall)	[5] [7] [10] [11] [12] [13] [17] [29] [37] [39]
15	Achim G. Hoffmann	[43]
16	Stuart Inglis	[3] [4]
17	Timm Jansen	[36] [41] [48] [50] [55]
18	Matt Jones	[22]
19	Steve Jones	[22]
20	Ashraf M. Kibriya	[15]
21	Richard Kirkby	[8] [10] [11] [17] [18] [19] [21] [24] [30] [38] [39]
22	Philipp Kranen	[36] [41] [48] [50] [55]
23	Hardy Kremer	[36] [41] [48] [50] [55]
24	Yann LeCun	[20]
25	Mi Li	[16]
26	David Lumsden	[1]
27	Klaus-Robert Müller	[20]
28	Stefan Mutter	[28] [33]
29	Craig G. Nevill-Manning	[2]
30	Cheng Soon Ong	[20]
31	Fernando Pereira (Fernando Manuel Bernardo Pereira)	[20]
32	Bernhard Pfahringer	[8] [9] [10] [15] [16] [17] [18] [19] [21] [23] [24] [25] [26] [27] [28] [29] [30] [32] [33] [34] [35] [36] [37] [38] [39] [40] [41] [42] [43] [44] [45] [46] [47] [48] [49] [50] [51] [52] [53] [54] [55]
33	Carl Edward Rasmussen	[20]
34	Gunnar Rätsch	[20]
35	Jesse Read	[26] [32] [44] [47] [50] [55]
36	Peter Reutemann	[29] [31] [37]
37	Gabi Schmidberger	[9]
38	Bernhard Schölkopf	[20]
39	Thomas Seidl	[36] [41] [48] [50] [55]
40	Alexander J. Smola (Alex J. Smola)	[20]
41	Sören Sonnenburg	[20]
42	William John Teahan (W. J. Teahan)	[4]
43	Leonard E. Trigg (Len Trigg)	[6] [13] [39]
44	Joaquin Vanschoren	[23] [25] [53]
45	Pascal Vincent	[20]
46	Yong Wang	[3]
47	Malcolm Ware	[7]
48	Nigel Warren	[22]
49	Jason Weston	[20]
50	Robert C. Williamson	[20]
51	Ian H. Witten	[2] [3] [6] [7] [13] [29] [37] [39]
52	Xing Wu	[27]
53	Indre Zliobaite	[46] [51]

Colors in the list of coauthors

Last update Fri May 25 01:42:58 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page