Gavin C Cawley

Gavin C Cawley

University of East Anglia - Norwich / United Kingdom
Engineering & Technology / Computer Science
AD Scientific Index ID: 1331291
person_outline Gavin C Cawley's MOST POPULAR ARTICLES
1-) On over-fitting in model selection and subsequent selection bias in performance evaluationGC Cawley, NLC TalbotThe Journal of Machine Learning Research 11, 2079-2107, 201019062010
2-) Efficient leave-one-out cross-validation of kernel fisher discriminant classifiersGC Cawley, NLC TalbotPattern Recognition 36 (11), 2585-2592, 20034942003
3-) Downscaling heavy precipitation over the United Kingdom: a comparison of dynamical and statistical methods and their future scenariosMR Haylock, GC Cawley, C Harpham, RL Wilby, CM GoodessInternational Journal of Climatology: A Journal of the Royal Meteorological …, 20064342006
4-) Fast exact leave-one-out cross-validation of sparse least-squares support vector machinesGC Cawley, NLC TalbotNeural networks 17 (10), 1467-1475, 20044252004
5-) Extensive evaluation of neural network models for the prediction of NO2 and PM10 concentrations, compared with a deterministic modelling system and measurements in central HelsinkiJ Kukkonen, L Partanen, A Karppinen, J Ruuskanen, H Junninen, ...Atmospheric Environment 37 (32), 4539-4550, 20034152003