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Geoffrey Holmes

university of waikato

54H-index
242Paper Count
3.7WCitation Count
Published Papers 24
Publication Date
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Rethinking the Concept of Pixel Intensity Contrast From a Machine Learning Perspective
errIEEE SENSORS LETTERS
IF2.2
err2025-12-01
err0
PREAI
errAbeysekera, Sanush; Ooi, Melanie Po-Leen; Kuang, Ye-Chow; Faisal, Shah; Thawdar, Yaminn; Holmes, Geoffrey; Fletcher, Dale; Reutemann, Peter
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Assessing machine learning models for near-infrared regression by measuring stability towards diffeomorphisms
errChemometrics and Intelligent Laboratory Systems
IF3.8
err2025-06-21
err0
PREAI
errMark Wohlers; V.A. McGlone; Eibe Frank; Geoffrey Holmes
errShare
errSave
Feature extractor stacking for cross-domain few-shot learning
errMACHINE LEARNING
IF2.9
err2023-11-30
err0
PREAI
errWang, Hongyu; Frank, Eibe; Pfahringer, Bernhard; Mayo, Michael; Holmes, Geoffrey
errShare
errSave
Augmenting NIR Spectra in deep regression to improve calibration
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2023-09-01
err5
PREAI
errWohlers, Mark; Mcglone, Andrew; Frank, Eibe; Holmes, Geoffrey
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errSave
GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles
errPEERJ COMPUTER SCIENCE
IF2.5
err2022-04-05
err34
errOAAI
errMitchell, Rory; Frank, Eibe; Holmes, Geoffrey
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errSave
Quantitative Mineral Mapping of Drill Core Surfaces II: Long-Wave Infrared Mineral Characterization Using μXRF and Machine Learning
errECONOMIC GEOLOGY
IF4.9
err2021-06-01
err12
errOAAI
errBarker, Rocky D.; Barker, Shaun L. L.; Cracknell, Matthew J.; Stock, Elizabeth D.; Holmes, Geoffrey
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errSave
A Feasibility Study of In Vivo Control and Tracking of Microrobot Using Taxicab Geometry for Direct Drug Targeting
errIEEE TRANSACTIONS ON NANOBIOSCIENCE
IF4.4
err2021-04-01
err3
PREAI
errSharifi, Neda; Gong, Zheng; Holmes, Geoffrey; Chen, Yifan
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errSave
Overcoming Channel Uncertainties in Touchable Molecular Communication for Direct-Drug-Targeting-Assisted Immuno-Chemotherapy
errIEEE TRANSACTIONS ON NANOBIOSCIENCE
IF4.4
err2020-04-01
err9
PREAI
errSharifi, Neda; Zhou, Yu; Holmes, Geoffrey; Chen, Yifan
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errSave
A Process for Capturing CO2 from the Atmosphere (vol 2, pg 1573, 2018)
errJOULE
IF35.4
err2018-10-01
err7
errOAAI
errKeith, David W.; Holmes, Geoffrey; Angelo, David St.; Heidel, Kenton
errShare
errSave
A Process for Capturing CO2 from the Atmosphere
errJOULE
IF35.4
err2018-08-01
err1.1K
errOAAI
errKeith, David W.; Holmes, Geoffrey; Angelo, David St.; Heidel, Kenton
errShare
errSave
A Process for Capturing CO2 from the Atmosphere (vol 2, pg 1573, 2018)
errJOULE
IF35.4
err2018-08-01
err4
PREAI
errKeith, David W.; Holmes, Geoffrey; Angelo, David St.; Heidel, Kenton
errShare
errSave
The online performance estimation framework: heterogeneous ensemble learning for data streams
errMACHINE LEARNING
IF2.9
err2017-12-21
err83
errOAAI
errvan Rijn, Jan N.; Holmes, Geoffrey; Pfahringer, Bernhard; Vanschoren, Joaquin
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errSave
Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016)
errMACHINE LEARNING
IF2.9
err2017-04-05
err0
errOAAI
errDurrant, Robert J.; Kim, Kee-Eung; Holmes, Geoffrey; Marsland, Stephen; Sugiyama, Masashi; Zhou, Zhi-Hua
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errSave
Introduction: special issue of selected papers from ACML 2015
errMACHINE LEARNING
IF2.9
err2017-04-05
err0
errOAAI
errHolmes, Geoffrey; Liu, Tie-Yan; Li, Hang; King, Irwin; Sugiyama, Masashi; Zhou, Zhi-Hua
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errSave
Michael Leveaux OBITUARY
errBMJ-BRITISH MEDICAL JOURNAL
IF42.7
err2016-07-22
err0
PREAI
errHolmes, Geoffrey
errShare
errSave
Active Learning With Drifting Streaming Data
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2014-01-01
err262
PREAI
errZliobaite, Indre; Bifet, Albert; Pfahringer, Bernhard; Holmes, Geoffrey
errShare
errSave
An air-liquid contactor for large-scale capture of CO2 from air
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2012-09-13
err170
errOAAI
errHolmes, Geoffrey; Keith, David W.
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errSave
Experiment databases A new way to share, organize and learn from experiments
errMACHINE LEARNING
IF2.9
err2012-01-05
err57
errOAAI
errVanschoren, Joaquin; Blockeel, Hendrik; Pfahringer, Bernhard; Holmes, Geoffrey
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errSave
A comparison of methods for estimating prediction intervals in NIR spectroscopy: Size matters
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2011-12-01
err5
errOAAI
errBouckaert, Remco R.; Frank, Eibe; Holmes, Geoffrey; Fletcher, Dale
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errSave
Benchmarking attribute selection techniques for discrete class data mining
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2003-11-01
err881
errOAAI
errHall, MA; Holmes, G
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Z
Zhi‐Hua Zhou
H-index: 102 · Papers: 692
D
David W. Keith
H-index: 82 · Papers: 295
I
Irwin King
H-index: 75 · Papers: 760
I
Ian H. Witten
H-index: 75 · Papers: 548
T
Tie‐Yan Liu
H-index: 74 · Papers: 547
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