{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T13:54:55Z","timestamp":1725890095719},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540691549"},{"type":"electronic","value":"9783540691587"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-69158-7_34","type":"book-chapter","created":{"date-parts":[[2008,7,31]],"date-time":"2008-07-31T06:38:15Z","timestamp":1217486295000},"page":"317-327","source":"Crossref","is-referenced-by-count":1,"title":["A New Constructive Algorithm for Designing and Training Artificial Neural Networks"],"prefix":"10.1007","author":[{"given":"Md. Abdus","family":"Sattar","sequence":"first","affiliation":[]},{"given":"Md. Monirul","family":"Islam","sequence":"additional","affiliation":[]},{"given":"Kazuyuki","family":"Murase","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"34_CR1","first-page":"524","volume-title":"Advances in Neural Information Processing System","author":"S.E. Fahlman","year":"1990","unstructured":"Fahlman, S.E., Lebiere, C.: The cascade-correlation learning architecture. In: Touretzky, D.S. (ed.) Advances in Neural Information Processing System, vol.\u00a02, pp. 524\u2013532. Morgan Kaufmann, San Mateo, CA (1990)"},{"key":"34_CR2","unstructured":"Fahlman, S.E.: An empirical study of learning speed in back-propagation networks. Tech Report CMU-CS-88-162, Carnegie Mellon University (1988)"},{"key":"34_CR3","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1016\/0893-6080(89)90020-8","volume":"2","author":"K. Hornik","year":"1989","unstructured":"Hornik, K., Stinchcombe, M., White, H.: Multilayer feedforward networks are universal approximators. Neural Networks\u00a02, 359\u2013366 (1989)","journal-title":"Neural Networks"},{"key":"34_CR4","doi-asserted-by":"publisher","first-page":"630","DOI":"10.1109\/72.572102","volume":"8","author":"T.Y. Kwok","year":"1997","unstructured":"Kwok, T.Y., Yeung, D.Y.: Constructive algorithms for structure learning in feedforward neural networks for regression problems. IEEE Transactions on Neural Networks\u00a08, 630\u2013645 (1997)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"34_CR5","doi-asserted-by":"publisher","first-page":"795","DOI":"10.1109\/72.846749","volume":"11","author":"M. Lehtokangas","year":"2000","unstructured":"Lehtokangas, M.: Modified cascade-correlation learning for classification. IEEE Transactions on Neural Networks\u00a011, 795\u2013798 (2000)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"34_CR6","doi-asserted-by":"publisher","first-page":"410","DOI":"10.1109\/72.750570","volume":"10","author":"M. Lehtokangas","year":"1999","unstructured":"Lehtokangas, M.: Fast initialization for cascade-correlation learning. IEEE Transactions on Neural Networks\u00a010, 410\u2013413 (1999)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"34_CR7","doi-asserted-by":"publisher","first-page":"707","DOI":"10.1016\/S0893-6080(99)00018-0","volume":"12","author":"M. Lehtokangas","year":"1999","unstructured":"Lehtokangas, M.: Modeling with constructive backpropagation. Neural Networks\u00a012, 707\u2013716 (1999)","journal-title":"Neural Networks"},{"key":"34_CR8","doi-asserted-by":"publisher","first-page":"821","DOI":"10.1109\/TNN.2005.851786","volume":"16","author":"L. Ma","year":"2005","unstructured":"Ma, L., Khorasani, K.: Constructive feedforward neural networks using hermite polynomial activation functions. IEEE Transactions on Neural Networks\u00a016, 821\u2013833 (2005)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"34_CR9","doi-asserted-by":"crossref","unstructured":"Monirul Islam, Md., Murase, K.: A new algorithm to design compact two-hidden-layer artificial neural networks. Neural Networks\u00a014, 1265\u20131278 (2001)","DOI":"10.1016\/S0893-6080(01)00075-2"},{"key":"34_CR10","doi-asserted-by":"publisher","first-page":"930","DOI":"10.1109\/72.329690","volume":"5","author":"D.S. Phatak","year":"1994","unstructured":"Phatak, D.S., Koren, I.: Connectivity and performance tradeoffs in the cascade correlation learning architecture. IEEE Transactions on Neural Networks\u00a05, 930\u2013935 (1994)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"34_CR11","doi-asserted-by":"publisher","first-page":"761","DOI":"10.1016\/S0893-6080(98)00010-0","volume":"11","author":"L. Prechelt","year":"1998","unstructured":"Prechelt, L.: Automatic early stopping using cross validation: quantifying the criteria. Neural Networks\u00a011, 761\u2013767 (1998)","journal-title":"Neural Networks"},{"key":"34_CR12","doi-asserted-by":"publisher","first-page":"740","DOI":"10.1109\/72.248452","volume":"4","author":"R. Reed","year":"1993","unstructured":"Reed, R.: Pruning algorithms - a survey. IEEE Transactions on Neural Networks\u00a04, 740\u2013747 (1993)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"34_CR13","unstructured":"Prechelt, L.: PROBEN1- A set of neural network benchmark problems and benchmarking rules. Technical Report 21\/94, Faculty of Informatics, University of Karlsruhe, Germany (1994)"},{"key":"34_CR14","unstructured":"Riedmiller, M., Braun, H.: RPROP - A Fast Adaptive Learning Algorithm. In: Proc. of the 1992 International Symposium on Computer and Information Sciences, Turkey, November 1992, pp. 279\u2013285 (1992)"},{"key":"34_CR15","first-page":"197","volume":"5","author":"R.E. Schapire","year":"1990","unstructured":"Schapire, R.E.: The strength of weak learnability. Machine Learning\u00a05, 197\u2013227 (1990)","journal-title":"Machine Learning"},{"key":"34_CR16","doi-asserted-by":"publisher","first-page":"1869","DOI":"10.1162\/089976600300015178","volume":"12","author":"H. Schwenk","year":"2000","unstructured":"Schwenk, H., Bengio, Y.: Boosting Neural Networks. Neural Computation\u00a012, 1869\u20131887 (2000)","journal-title":"Neural Computation"},{"key":"34_CR17","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1109\/72.363426","volume":"6","author":"R. Setiono","year":"1995","unstructured":"Setiono, R., Hui, L.C.K.: Use of quasi-Newton method in a feed forward neural network construction algorithm. IEEE Trans. Neural Networks\u00a06, 273\u2013277 (1995)","journal-title":"IEEE Trans. Neural Networks"},{"key":"34_CR18","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1109\/72.557662","volume":"8","author":"S. Tamura","year":"1997","unstructured":"Tamura, S., Tateishi, M.: Capabilities of a four-layered feedforward neural network: four layers versus three. IEEE Transactions on Neural Networks\u00a08, 251\u2013255 (1997)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"34_CR19","doi-asserted-by":"publisher","first-page":"1335","DOI":"10.1109\/72.809079","volume":"10","author":"N.K. Treadgold","year":"1999","unstructured":"Treadgold, N.K., Gedeon, T.D.: Exploring constructive cascade networks. IEEE Transactions on Neural Networks\u00a010, 1335\u20131350 (1999)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"34_CR20","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1002\/int.4550080406","volume":"8","author":"X. Yao","year":"1993","unstructured":"Yao, X.: A review of evolutionary artificial neural networks. International Journal of Intelligent Systems\u00a08, 529\u2013567 (1993)","journal-title":"International Journal of Intelligent Systems"}],"container-title":["Lecture Notes in Computer Science","Neural Information Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-69158-7_34.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T04:28:33Z","timestamp":1620016113000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-69158-7_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540691549","9783540691587"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-69158-7_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[]}}