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E

Eibe Frank

University of Waikato

63H-index
237Paper Count
7.0WCitation Count
Published Papers 24
Publication Date
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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
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errSave
A comparative study of four deep learning algorithms for predicting tree stem radius measured by dendrometer: A case study
errECOLOGICAL INFORMATICS
IF7.3
err2025-05-01
err0
errOAAI
errCassales, Guilherme; Salekin, Serajis; Lim, Nick; Meason, Dean; Bifet, Albert; Pfahringer, Bernhard; Frank, Eibe
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
teex: A toolbox for the evaluation of explanations
errNEUROCOMPUTING
IF6.5
err2023-10-01
err0
errOAAI
errAntonanzas, Jesus M.; Jia, Yunzhe; Frank, Eibe; Bifet, Albert; Pfahringer, Bernhard
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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
Hitting the target: stopping active learning at the cost-based optimum
errMACHINE LEARNING
IF2.9
err2022-10-14
err4
errOAAI
errPullar-Strecker, Zac; Dost, Katharina; Frank, Eibe; Wicker, Joerg
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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
errShare
errSave
Deep learning in diabetic foot ulcers detection: A comprehensive evaluation
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2021-08-01
err69
errOAAI
errYap, Moi Hoon; Hachiuma, Ryo; Alavi, Azadeh; Brungel, Raphael; Cassidy, Bill; Goyal, Manu; Zhu, Hongtao; Ruckert, Johannes; Olshansky, Moshe; Huang, Xiao; Saito, Hideo; Hassanpour, Saeed; Friedrich, Christoph M.; Ascher, David; Song, Anping; Kajita, Hiroki; Gillespie, David; Reeves, Neil D.; Pappachan, Joseph; O'Shea, Claire; Frank, Eibe
errShare
errSave
Regularisation of neural networks by enforcing Lipschitz continuity
errMACHINE LEARNING
IF2.9
err2020-12-06
err160
errOAAI
errGouk, Henry; Frank, Eibe; Pfahringer, Bernhard; Cree, Michael J.
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errSave
WekaDeeplearning4j: A deep learning package for Weka based on Deeplearning4j
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-08-01
err74
errOAAI
errLang, Steven; Bravo-Marquez, Felipe; Beckham, Christopher; Hall, Mark; Frank, Eibe
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errSave
Accelerating the XGBoost algorithm using GPU computing
errPEERJ COMPUTER SCIENCE
IF2.5
err2017-07-24
err195
errOAAI
errMitchell, Rory; Frank, Eibe
errShare
errSave
Building a Twitter opinion lexicon from automatically-annotated tweets
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2016-09-01
err49
errOAAI
errBravo-Marquez, Felipe; Frank, Eibe; Pfahringer, Bernhard
errShare
errSave
Accurate photometric redshift probability density estimation - method comparison and application
errMONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
IF4.8
err2015-08-06
err49
errOAAI
errRau, Markus Michael; Seitz, Stella; Brimioulle, Fabrice; Frank, Eibe; Friedrich, Oliver; Gruen, Daniel; Hoyle, Ben
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errSave
Applying additive logistic regression to data derived from sensors monitoring behavioral and physiological characteristics of dairy cows to detect lameness
errJOURNAL OF DAIRY SCIENCE
IF4.4
err2013-11-01
err27
errOAAI
errKamphuis, C.; Frank, E.; Burke, J. K.; Verkerk, G. A.; Jago, J. G.
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errSave
Ensembles of Restricted Hoeffding Trees
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2012-02-01
err15
errOAAI
errBifet, Albert; Frank, Eibe; Holmes, Geoff; Pfahringer, Bernhard
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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
errShare
errSave
Classifier chains for multi-label classification
errMACHINE LEARNING
IF2.9
err2011-06-30
err1.6K
errOAAI
errRead, Jesse; Pfahringer, Bernhard; Holmes, Geoff; Frank, Eibe
errShare
errSave
A Study of Hierarchical and Flat Classification of Proteins
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2010-07-01
err31
errOAAI
errZimek, Arthur; Buchwald, Fabian; Frank, Eibe; Kramer, Stefan
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errSave
Accuracy of machine learning models versus hand crafted expert systems - A credit scoring case study
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2009-04-01
err32
PREAI
errBen-David, Arie; Frank, Eibe
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errSave
Logistic model trees
errMACHINE LEARNING
IF2.9
err2005-05-01
err943
errOAAI
errLandwehr, N; Hall, M; Frank, E
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
D. Gruen
H-index: 92 · Papers: 611
I
Ian H. Witten
H-index: 75 · Papers: 548
C
Carl Gutwin
H-index: 65 · Papers: 371
D
David B. Ascher
H-index: 61 · Papers: 333
M
Michael Mayo
H-index: 61 · Papers: 246
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