{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,12,30]],"date-time":"2024-12-30T18:16:01Z","timestamp":1735582561234},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2007,12,21]],"date-time":"2007-12-21T00:00:00Z","timestamp":1198195200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Process Lett"],"published-print":{"date-parts":[[2008,4]]},"DOI":"10.1007\/s11063-007-9065-6","type":"journal-article","created":{"date-parts":[[2007,12,20]],"date-time":"2007-12-20T02:32:01Z","timestamp":1198117921000},"page":"137-151","source":"Crossref","is-referenced-by-count":5,"title":["An Artificial Neural Network Classifier Design Based-on Variable Kernel and Non-Parametric Density Estimation"],"prefix":"10.1007","volume":"27","author":[{"given":"Chee Siong","family":"Teh","sequence":"first","affiliation":[]},{"given":"Chee Peng","family":"Lim","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2007,12,21]]},"reference":[{"issue":"1","key":"9065_CR1","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1109\/34.824819","volume":"2","author":"AK Jain","year":"2000","unstructured":"Jain AK, Duin RPW and Mao J (2000). Statistical pattern recognition: a review. IEEE Trans Pattern Anal Mach Intell 2(1): 4\u201337","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9065_CR2","volume-title":"Pattern classification","author":"RO Duda","year":"2000","unstructured":"Duda RO, Hart PE and Stork DG (2000). Pattern classification, 2nd edn. John Wiley, New York","edition":"2"},{"key":"9065_CR3","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1016\/0167-8655(94)90052-3","volume":"15","author":"RPW Duin","year":"1994","unstructured":"Duin RPW (1994). Superlearning and neural network magic. Pattern Recognit Lett 15: 215\u2013217","journal-title":"Pattern Recognit Lett"},{"key":"9065_CR4","first-page":"11","volume-title":"Artificial neural networks and statistical pattern recognition","author":"PJ Werbos","year":"1991","unstructured":"Werbos PJ (1991). Links between artificial neural networks and statistical pattern recognition. In: Sethi, IK and Jain, AK (eds) Artificial neural networks and statistical pattern recognition, pp 11\u201331. Elsevier Science, Amsterdam"},{"issue":"5","key":"9065_CR5","doi-asserted-by":"crossref","first-page":"1336","DOI":"10.1109\/TNN.2006.877536","volume":"17","author":"CS Teh","year":"2006","unstructured":"Teh CS and Lim CP (2006). Monitoring the formation of kernel-based topographic maps in a hybrid SOM-kMER model. IEEE Trans Neural Netw 17(5): 1336\u20131341","journal-title":"IEEE Trans Neural Netw"},{"key":"9065_CR6","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-0711-5","volume-title":"A probabilistic theory of pattern recognition","author":"L Devroye","year":"1996","unstructured":"Devroye L, Gy\u00f6rfi L and Lugos G (1996). A probabilistic theory of pattern recognition. Springer-Verlag, New York"},{"issue":"3","key":"9065_CR7","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1016\/j.patcog.2003.08.004","volume":"37","author":"F Hoti","year":"2004","unstructured":"Hoti F and Holmstr\u00f6m L (2004). A semiparametric density estimation approach to pattern classification. Pattern Recognit 37(3): 409\u2013419","journal-title":"Pattern Recognit"},{"key":"9065_CR8","doi-asserted-by":"crossref","unstructured":"Scott DW (1992) Multivariate density estimation: theory, practice and visualization. In: Probability and mathematical statistic, Wiley Series, New York","DOI":"10.1002\/9780470316849"},{"key":"9065_CR9","doi-asserted-by":"crossref","first-page":"525","DOI":"10.1109\/ICNN.1988.23887","volume":"1","author":"DF Specht","year":"1988","unstructured":"Specht DF (1988). Probabilistic neural network for classification, mapping or associative memory. Proc IEEE Int Conf Neural Netw 1: 525\u2013532","journal-title":"Proc IEEE Int Conf Neural Netw"},{"key":"9065_CR10","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/0893-6080(90)90049-Q","volume":"3","author":"DF Specht","year":"1990","unstructured":"Specht DF (1990). Probabilistic neural networks. Neural Netw 3: 109\u2013118","journal-title":"Neural Netw"},{"key":"9065_CR11","doi-asserted-by":"crossref","first-page":"1065","DOI":"10.1214\/aoms\/1177704472","volume":"33","author":"E Parzen","year":"1962","unstructured":"Parzen E (1962). On estimation of a probability density function and mode. Ann Math Stat 33: 1065\u20131076","journal-title":"Ann Math Stat"},{"key":"9065_CR12","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4899-3324-9","volume-title":"Density estimation for statistics and data analysis","author":"BW Silverman","year":"1986","unstructured":"Silverman BW (1986). Density estimation for statistics and data analysis. Chapman and Hall, London"},{"key":"9065_CR13","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","volume-title":"Neural networks for pattern recognition","author":"CM Bishop","year":"1995","unstructured":"Bishop CM (1995). Neural networks for pattern recognition. Oxford University Press, Oxford"},{"key":"9065_CR14","first-page":"205","volume":"86","author":"AJ Izenman","year":"1991","unstructured":"Izenman AJ (1991). Recent developments in nonparametric density estimation. J Am Stat Assoc 86: 205\u2013224","journal-title":"J Am Stat Assoc"},{"key":"9065_CR15","unstructured":"Minnotte MC (1992) A test of mode existence with applications to multimodality. PhD Thesis, Department of Statistics, Rice University"},{"issue":"10","key":"9065_CR16","doi-asserted-by":"crossref","first-page":"1253","DOI":"10.1109\/TPAMI.2003.1233899","volume":"25","author":"C He","year":"2003","unstructured":"He C and Girolami M (2003). Probability density estimation from optimally condensed data samples. IEEE Trans Pattern Anal Mach Intell 25(10): 1253\u20131264","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9065_CR17","doi-asserted-by":"crossref","first-page":"1353","DOI":"10.1080\/03610928508828980","volume":"14","author":"DW Scott","year":"1985","unstructured":"Scott DW and Sheather SJ (1985). Kernel density estimation with binned data. Commun Stat Theory Methods 14: 1353\u20131359","journal-title":"Commun Stat Theory Methods"},{"issue":"9","key":"9065_CR18","doi-asserted-by":"crossref","first-page":"950","DOI":"10.1109\/34.310693","volume":"16","author":"B Jeon","year":"1994","unstructured":"Jeon B and Landgrebe DA (1994). Fast Parzen density estimation using clustering-based branch and bound. IEEE Trans Pattern Anal Mach Intell 16(9): 950\u2013954","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9065_CR19","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1109\/ICNN.1993.298593","volume":"1","author":"L Holmstr\u00f6m","year":"1993","unstructured":"Holmstr\u00f6m L and H\u00e4m\u00e4l\u00e4inen A (1993). The self-organizing reduced kernel density estimator. IEEE Int Conf Neural Netw 1: 417\u2013421","journal-title":"IEEE Int Conf Neural Netw"},{"issue":"6","key":"9065_CR20","doi-asserted-by":"crossref","first-page":"734","DOI":"10.1109\/TPAMI.2002.1008381","volume":"24","author":"P Mitra","year":"2002","unstructured":"Mitra P, Murthy CA and Pal SK (2002). Density based multiscale data condensation. IEEE Trans Pattern Anal Mach Intell 24(6): 734\u2013747","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9065_CR21","doi-asserted-by":"crossref","first-page":"945","DOI":"10.1016\/S0893-6080(02)00069-2","volume":"15","author":"T Kohonen","year":"2002","unstructured":"Kohonen T and Somervuo P (2002). How to make large self-organizing maps for nonvectorial data. Neural Netw 15: 945\u2013952","journal-title":"Neural Netw"},{"key":"9065_CR22","volume-title":"Faithful representations and topographic maps: from distortion- to information-based self-organization","author":"MM Hulle Van","year":"2000","unstructured":"Van Hulle MM (2000). Faithful representations and topographic maps: from distortion- to information-based self-organization. John Wiley, New York"},{"key":"9065_CR23","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/0893-6080(88)90020-2","volume":"1","author":"T Kohonen","year":"1988","unstructured":"Kohonen T (1988). Learning vector quantization. Neural Netw 1: 303","journal-title":"Neural Netw"},{"key":"9065_CR24","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/0893-6080(90)90090-8","volume":"3","author":"E Yair","year":"1990","unstructured":"Yair E and Gersho A (1990). The Boltzmann perceptron network: a soft classifier. Neural Netw 3: 203\u2013221","journal-title":"Neural Netw"},{"issue":"5","key":"9065_CR25","doi-asserted-by":"crossref","first-page":"925","DOI":"10.1016\/S0893-6080(96)00123-2","volume":"10","author":"CP Lim","year":"1997","unstructured":"Lim CP and Harrison RF (1997). An incremental adaptive network for online supervised learning and probability estimation. Neural Netw 10(5): 925\u2013939","journal-title":"Neural Netw"},{"key":"9065_CR26","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1016\/0893-6080(93)90007-J","volume":"6","author":"MT Musavi","year":"1993","unstructured":"Musavi MT, Kalantri K, Ahmed W and Chan KH (1993). A minimum error neural network (MNN). Neural Netw 6: 397\u2013407","journal-title":"Neural Netw"},{"key":"9065_CR27","volume-title":"Classification and regression tree","author":"L Breiman","year":"1984","unstructured":"Breiman L, Friedman JH, Olshen RA and Stone CJ (1984). Classification and regression tree. Wadsworth, Belmont"},{"key":"9065_CR28","volume-title":"UCI repository of machine learning databases (machine-readable data repository)","author":"PM Murphy","year":"1995","unstructured":"Murphy PM and Aha DW (1995). UCI repository of machine learning databases (machine-readable data repository). Department of information and Computer Science, University of California, Irvine, CA"},{"key":"9065_CR29","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1109\/72.159059","volume":"3","author":"GA Carpenter","year":"1992","unstructured":"Carpenter GA, Grossberg S, Markuzon N, Reynolds JH and Rosen DB (1992). Fuzzy ARTMAP: a neural network architecture for incremental supervised learning of analogue multidimensional maps. IEEE Trans Neural Netw 3: 698\u2013712","journal-title":"IEEE Trans Neural Netw"},{"key":"9065_CR30","unstructured":"Meier F (2002, June) Liver function tests. Available: http:\/\/www.kidshealth.org\/parent\/"},{"key":"9065_CR31","unstructured":"Wong OL (1996) The distribution of c-reactive protein and alpha-fetoprotein in liver disease. Master Dissertation, Faculty of Medicine, National University of Malaysia"},{"key":"9065_CR32","unstructured":"Flores JO (2004, June) Liver function tests. Gale Encyclopedia of Medicine. Available: http:\/\/www.findarticles.com\/p\/articles\/"}],"container-title":["Neural Processing Letters"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-007-9065-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11063-007-9065-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-007-9065-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,20]],"date-time":"2024-02-20T16:04:35Z","timestamp":1708445075000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11063-007-9065-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,12,21]]},"references-count":32,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2008,4]]}},"alternative-id":["9065"],"URL":"https:\/\/doi.org\/10.1007\/s11063-007-9065-6","relation":{},"ISSN":["1370-4621","1573-773X"],"issn-type":[{"value":"1370-4621","type":"print"},{"value":"1573-773X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,12,21]]}}}