Geoff Holmes
List of publications from the DBLP Bibliography Server - FAQ
| 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 | |
Colors in the list of coauthors
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