{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T14:27:10Z","timestamp":1761661630873},"reference-count":27,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[1996,3,1]],"date-time":"1996-03-01T00:00:00Z","timestamp":825638400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Networks"],"published-print":{"date-parts":[[1996,3]]},"DOI":"10.1016\/0893-6080(95)00099-2","type":"journal-article","created":{"date-parts":[[2002,7,25]],"date-time":"2002-07-25T18:54:47Z","timestamp":1027623287000},"page":"273-294","source":"Crossref","is-referenced-by-count":25,"title":["Experience with selecting exemplars from clean data"],"prefix":"10.1016","volume":"9","author":[{"given":"Mark","family":"Plutowski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Garrison","family":"Cottrell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Halbert","family":"White","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/0893-6080(95)00099-2_BIB1","doi-asserted-by":"crossref","DOI":"10.1103\/RevModPhys.65.1331","article-title":"The analysis of observed chaotic data in physical systems","author":"Abarbanel","year":"1993","journal-title":"Review of Modern Physics"},{"key":"10.1016\/0893-6080(95)00099-2_BIB2","series-title":"Advances in neural information processing systems 1","article-title":"What size network gives valid generalization?","author":"Baum","year":"1989"},{"key":"10.1016\/0893-6080(95)00099-2_BIB3","series-title":"Empirical model-building and response surfaces","author":"Box","year":"1987"},{"key":"10.1016\/0893-6080(95)00099-2_BIB4","series-title":"Image compression using active selection of training examples","author":"Constandse","year":"1995"},{"key":"10.1016\/0893-6080(95)00099-2_BIB5","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1080\/09540099308915684","article-title":"Learning simple arithmetic procedures","volume":"5","author":"Cottrell","year":"1993","journal-title":"Connection Science"},{"key":"10.1016\/0893-6080(95)00099-2_BIB6","series-title":"Advances in neural information processing systems 5","first-page":"580","article-title":"Non-linear dimensionality reduction","author":"DeMers","year":"1993"},{"key":"10.1016\/0893-6080(95)00099-2_BIB7","series-title":"Theory of optimal experiments","author":"Fedorov","year":"1972"},{"key":"10.1016\/0893-6080(95)00099-2_BIB8","series-title":"Archive for nonlinear dynamics papers and programs: FTP to lyapunov.ucsd.edu, username \u201canonymous\u201d","author":"Kennel","year":"1994"},{"issue":"6","key":"10.1016\/0893-6080(95)00099-2_BIB9","doi-asserted-by":"crossref","first-page":"3403","DOI":"10.1103\/PhysRevA.45.3403","article-title":"Determining embedding dimension for phase-space reconstruction using a geometrical construction","volume":"45","author":"Kennel","year":"1992","journal-title":"Physical Reviews A"},{"key":"10.1016\/0893-6080(95)00099-2_BIB10","series-title":"Response surfaces (designs and analyses)","author":"Khuri","year":"1987"},{"key":"10.1016\/0893-6080(95)00099-2_BIB11","article-title":"Nonlinear signal processing using neural networks. Prediction and system modelling","author":"Lapedes","year":"1987","journal-title":"Los Alamos Technical Report LA-UR-87-2662"},{"key":"10.1016\/0893-6080(95)00099-2_BIB12","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1126\/science.267326","article-title":"Oscillation and chaos in physiological control systems","volume":"197","author":"Mackey","year":"1977","journal-title":"Science"},{"key":"10.1016\/0893-6080(95)00099-2_BIB13","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/0893-6080(94)90063-9","article-title":"Convergence rates for single hidden layer feedforward networks","volume":"7","author":"McCaffrey","year":"1994","journal-title":"Neural Networks"},{"issue":"1","key":"10.1016\/0893-6080(95)00099-2_BIB14","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1142\/S0129065793000031","article-title":"Supervised learning on large redundant training sets","volume":"4","author":"M\u00f8ller","year":"1993","journal-title":"International Journal of Neural Systems"},{"key":"10.1016\/0893-6080(95)00099-2_BIB15","series-title":"Doctoral dissertation","article-title":"Efficient training of feed-forward neural networks","author":"M\u00f8ller","year":"1993"},{"key":"10.1016\/0893-6080(95)00099-2_BIB16","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1016\/0167-7152(84)90066-X","article-title":"Optimal designs for nonparametric kernel regression","volume":"2","author":"M\u00fcller","year":"1984","journal-title":"Statistics and Probability Letters"},{"key":"10.1016\/0893-6080(95)00099-2_BIB17","series-title":"Advances in neural information processing systems 4","first-page":"1001","article-title":"Repeat until bored: A pattern selection strategy","author":"Munro","year":"1992"},{"key":"10.1016\/0893-6080(95)00099-2_BIB18","doi-asserted-by":"crossref","first-page":"2","DOI":"10.2307\/1268813","article-title":"Response Surface Methodology: 1966\u20131988","volume":"31","author":"Myers","year":"1989","journal-title":"Technometrics"},{"key":"10.1016\/0893-6080(95)00099-2_BIB19","series-title":"Ph.D. thesis","article-title":"Selecting exemplars for neural network learning","author":"Plutowski","year":"1994"},{"key":"10.1016\/0893-6080(95)00099-2_BIB20","series-title":"Manuscript to be presented at the AAAI Fall Symposium on Active Learning","article-title":"Using active exemplar selection to digest a large database of cell images for breast cancer detection","author":"Plutowski","year":"1995"},{"key":"10.1016\/0893-6080(95)00099-2_BIB21","first-page":"1","article-title":"Selecting concise training sets from clean data","volume":"3","author":"Plutowski","year":"1993","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/0893-6080(95)00099-2_BIB22","series-title":"Advances in neural information processing systems 5","article-title":"Learning Mackey-Glass from 25 examples, plus or minus 2","author":"Plutowski","year":"1993"},{"key":"10.1016\/0893-6080(95)00099-2_BIB23","series-title":"Advances in neural information processing systems 6","article-title":"Cross-validation estimates IMSE","author":"Plutowski","year":"1994"},{"key":"10.1016\/0893-6080(95)00099-2_BIB24","series-title":"Numerical recipes in C","author":"Press","year":"1988"},{"key":"10.1016\/0893-6080(95)00099-2_BIB25","series-title":"Proceedings of the International Conference on Neural Networks","article-title":"The dynamic pattern selection algorithm: effective training and controlled generalization of backpropagation neural networks","author":"R\u00f6ebel","year":"1993"},{"key":"10.1016\/0893-6080(95)00099-2_BIB26","series-title":"The PREPARATION: a computer workbench for investigating the properties of small network models","author":"Rowat","year":"1994"},{"key":"10.1016\/0893-6080(95)00099-2_BIB27","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.49.4637","article-title":"Query construction, entropy, and generalization in neural network models","author":"Sollich","year":"1994","journal-title":"Physical Review E"}],"container-title":["Neural Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:0893608095000992?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:0893608095000992?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,4,18]],"date-time":"2019-04-18T13:24:55Z","timestamp":1555593895000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/0893608095000992"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1996,3]]},"references-count":27,"journal-issue":{"issue":"2","published-print":{"date-parts":[[1996,3]]}},"alternative-id":["0893608095000992"],"URL":"https:\/\/doi.org\/10.1016\/0893-6080(95)00099-2","relation":{},"ISSN":["0893-6080"],"issn-type":[{"value":"0893-6080","type":"print"}],"subject":[],"published":{"date-parts":[[1996,3]]}}}