Geoffrey Holmes - researchr alias

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Viewing Publication 1 - 57 from 57

2019

2018

Biosensing by Learning: Cancer Detection as Iterative optimizationYifan Chen, Neda Sharifi, Geoffrey Holmes, U. Kei Cheang. embc 2018: 1837-1840 [doi]

The online performance estimation framework: heterogeneous ensemble learning for data streamsJan N. van Rijn, Geoffrey Holmes, Bernhard Pfahringer, Joaquin Vanschoren. ml, 107(1):149-176, 2018. [doi]

2017

2015

2014

2012

Experiment databases - A new way to share, organize and learn from experimentsJoaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes. ml, 87(2):127-158, 2012. [doi]

2011

MOA-TweetReader: Real-Time Analysis in Twitter Streaming DataAlbert Bifet, Geoffrey Holmes, Bernhard Pfahringer. dis 2011: 46-60 [doi]

Detecting Sentiment Change in Twitter Streaming DataAlbert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Ricard Gavaldà. jmlr, 17:5-11, 2011. [doi]

2010

2009

Improving Adaptive Bagging Methods for Evolving Data StreamsAlbert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Ricard GavaldÃ . acml 2009: 23-37 [doi]

New ensemble methods for evolving data streamsAlbert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Ricard Gavaldà. kdd 2009: 139-148 [doi]

The WEKA data mining software: an updateMark Hall, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, Ian H. Witten. sigkdd, 11(1):10-18, 2009. [doi]

Analysing chromatographic data using data mining to monitor petroleum content in waterGeoffrey Holmes, Dale Fletcher, Peter Reutemann, Eibe Frank. itee 2009: 278-290 [doi]

The Positive Effects of Negative Information: Extending One-Class Classification Models in Binary Proteomic Sequence ClassificationStefan Mutter, Bernhard Pfahringer, Geoffrey Holmes. ausai 2009: 260-269 [doi]

Classifier Chains for Multi-label ClassificationJesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank. pkdd 2009: 254-269 [doi]

2008

Propositionalisation of Profile Hidden Markov Models for Biological Sequence AnalysisStefan Mutter, Bernhard Pfahringer, Geoffrey Holmes. ausai 2008: 278-288 [doi]

Handling Numeric Attributes in Hoeffding TreesBernhard Pfahringer, Geoffrey Holmes, Richard Kirkby. pakdd 2008: 296-307 [doi]

Multi-label Classification Using Ensembles of Pruned SetsJesse Read, Bernhard Pfahringer, Geoffrey Holmes. icdm 2008: 995-1000 [doi]

Organizing the World s Machine Learning InformationJoaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes. ISoLA 2008: 693-708 [doi]

Learning from the Past with Experiment DatabasesJoaquin Vanschoren, Bernhard Pfahringer, Geoffrey Holmes. pricai 2008: 485-496 [doi]

Mining Arbitrarily Large Datasets Using Heuristic k-Nearest Neighbour SearchXing Wu, Geoffrey Holmes, Bernhard Pfahringer. ausai 2008: 355-361 [doi]

2007

2005

2004

2003

Benchmarking Attribute Selection Techniques for Discrete Class Data MiningMark Hall, Geoffrey Holmes. tkde, 15(6):1437-1447, 2003. [doi]

2002

Racing Committees for Large DatasetsEibe Frank, Geoffrey Holmes, Richard Kirkby, Mark Hall. dis 2002: 153-164 [doi]

Multiclass Alternating Decision TreesGeoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall. ecml 2002: 161-172 [doi]

2001

2000

Naive Bayes for Regression (Technical Note)Eibe Frank, Leonard E. Trigg, Geoffrey Holmes, Ian H. Witten. ml, 41(1):5-25, 2000.

1999

Generating Rule Sets from Model TreesGeoffrey Holmes, Mark Hall, Eibe Frank. ausai 1999: 1-12

1998

1995

The Development of Holte s 1R ClassifierCraig G. Nevill-Manning, Geoffrey Holmes, Ian H. Witten. annes 1995: 239-242 [doi]

1993

Using data mining to support the construction and maintenance of expert systemsGeoffrey Holmes, Sally Jo Cunningham. annes 1993: 156-159 [doi]

Improving the image recognition capability of Hopfield neural networksMatthew C. Humphrey, Geoffrey Holmes, Sally Jo Cunningham. annes 1993: 96-99 [doi]

1991

A Modified Quickprop AlgorithmAlistair C. Veitch, Geoffrey Holmes. neco, 3(3):310-311, 1991. [doi]

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Publications by 'Geoffrey Holmes'

Viewing Publication 1 - 57 from 57

2019

2018

2017

2015

2014

2012

2011

2010

2009

2008

2007

2005

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2003

2002

2001

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1995

1993

1991

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