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G

Gavin C. Cawley

University of East Anglia

31H指数
125论文数
6.5K被引数
收录论文 19
发表时间
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Nested cross-validation when selecting classifiers is overzealous for most practical applications在大多数实际应用中，选择分类器时的嵌套交叉验证过于热心
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-11-01
err125
errOAAI
errWainer, Jacques; Cawley, Gavin
err分享
err收藏
Kernel learning at the first level of inference
errNEURAL NETWORKS
IF6.3
err2014-05-01
err2
errOAAI
errCawley, Gavin C.; Talbot, Nicola L. C.
err分享
err收藏
Efficient approximate leave-one-out cross-validation for kernel logistic regression
errMACHINE LEARNING
IF2.9
err2008-04-17
err69
errOAAI
errCawley, Gavin C.; Talbot, Nicola L. C.
err分享
err收藏
Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge
errNEURAL NETWORKS
IF6.3
err2008-03-01
err16
PREAI
errGuyon, Isabelle; Saffari, Amir; Dror, Gideon; Cawley, Gavin
err分享
err收藏
Optimally regularised kernel Fisher discriminant classification
errNEURAL NETWORKS
IF6.3
err2007-09-01
err19
PREAI
errSaadi, Kamel; Talbot, Nicola L. C.; Cawley, Gavin C.
err分享
err收藏
Predictive uncertainty in environmental modelling
errNEURAL NETWORKS
IF6.3
err2007-05-01
err47
PREAI
errCawley, Gavin C.; Janacek, Gareth J.; Haylock, Malcolm R.; Dorling, Stephen R.
err分享
err收藏
Enhanced interpretation of magnetic survey data from archaeological sites using artificial neural networks
errGEOPHYSICS
IF3.2
err2006-09-01
err20
PREAI
errBescoloy, David. J.; Cawley, Gavin C.; Chroston, P. Neil
err分享
err收藏
Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios
errINTERNATIONAL JOURNAL OF CLIMATOLOGY
IF2.8
err2006-03-16
err308
PREAI
errHaylock, Malcolm R.; Cawley, Gavin C.; Harpham, Colin; Wilby, Rob L.; Goodess, Clare M.
err分享
err收藏
New issues in neurocomputing
errNEUROCOMPUTING
IF6.5
err2006-03-01
err0
PREAI
errSteil, JJ; Cawley, GC
err分享
err收藏
Establishing glucose- and ABA-regulated transcription networks in Arabidopsis by microarray analysis and promoter classification using a Relevance Vector Machine
errGENOME RESEARCH
IF5.5
err2006-01-19
err229
errOAAI
errLi, YH; Lee, KK; Walsh, S; Smith, C; Hadingham, S; Sorefan, K; Cawley, G; Bevan, MW
err分享
err收藏
Constructing Bayesian formulations of sparse kernel learning methods
errNEURAL NETWORKS
IF6.3
err2005-07-01
err5
PREAI
errCawley, GC; Talbot, NLC
err分享
err收藏
The evidence framework applied to sparse kernel logistic regression
errNEUROCOMPUTING
IF6.5
err2005-03-01
err9
PREAI
errCawley, GC; Talbot, NLC
err分享
err收藏
Trends in Neurocomputing at ESANN 2004
errNEUROCOMPUTING
IF6.5
err2005-03-01
err0
PREAI
errSteil, JJ; Cawley, GC; Villmann, T
err分享
err收藏
Fast exact leave-one-out cross-validation of sparse least-squares support vector machines稀疏最小二乘支持向量机的快速精确留一交叉验证
errNEURAL NETWORKS
IF6.3
err2004-12-01
err299
PREAI
errCawley, GC; Talbot, NLC
err分享
err收藏
Heteroscedastic kernel ridge regression
errNEUROCOMPUTING
IF6.5
err2004-03-01
err40
PREAI
errCawley, GC; Talbot, NLC; Foxall, RJ; Dorling, SR; Mandic, DP
err分享
err收藏
Towards a low bandwidth talking face using appearance models
errIMAGE AND VISION COMPUTING
IF4.2
err2003-12-01
err2
PREAI
errTheobald, BJ; Kruse, SM; Bangham, JA; Cawley, GC
err分享
err收藏
Efficient leave-one-out cross-validation of kernel Fisher discriminant classifiers
errPATTERN RECOGNITION
IF7.6
err2003-11-01
err358
PREAI
errCawley, GC; Talbot, NLC
err分享
err收藏
Improved sparse least-squares support vector machines
errNEUROCOMPUTING
IF6.5
err2002-10-01
err64
PREAI
errCawley, GC; Talbot, NLC
err分享
err收藏
Simplified implementation of the recursive median sieve递归中值筛的简化实现
errSIGNAL PROCESSING
IF3.6
err2001-07-01
err2
PREAI
errYli-Harja, O; Koivisto, P; Bangham, JA; Cawley, G; Harvey, R; Shmulevich, I
err分享
err收藏

研究方向

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合作学者
合作期刊
I
Ilya Shmulevich
H 指数: 110 · 论文数: 482
R
Robert L. Wilby
H 指数: 94 · 论文数: 447
D
Danilo P. Mandic
H 指数: 77 · 论文数: 931
I
Isabelle Guyon
H 指数: 57 · 论文数: 280
Y
Yunhai Li
H 指数: 51 · 论文数: 216
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