{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T00:02:20Z","timestamp":1705017740700},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2016,9,14]],"date-time":"2016-09-14T00:00:00Z","timestamp":1473811200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Process Lett"],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1007\/s11063-016-9553-7","type":"journal-article","created":{"date-parts":[[2016,9,14]],"date-time":"2016-09-14T14:03:19Z","timestamp":1473861799000},"page":"841-854","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Properties of a Batch Training Algorithm for Feedforward Networks"],"prefix":"10.1007","volume":"45","author":[{"given":"Melvin D.","family":"Robinson","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael T.","family":"Manry","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sanjeev S.","family":"Malalur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changhua","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,9,14]]},"reference":[{"issue":"3","key":"9553_CR1","doi-asserted-by":"crossref","first-page":"450","DOI":"10.1162\/neco.1991.3.3.450","volume":"3","author":"S Barton","year":"1991","unstructured":"Barton S (1991) A matrix method for optimizing a neural network. Neural Comput 3(3):450\u2013459","journal-title":"Neural Comput"},{"issue":"1\u20133","key":"9553_CR2","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/S0925-2312(98)00109-X","volume":"25","author":"HH Chen","year":"1999","unstructured":"Chen HH, Manry MT, Chandrasekaran H (1999) A neural network training algorithm utilizing multiple sets of linear equations. Neurocomputing 25(1\u20133):55\u201372. doi:\n                        10.1016\/S0925-2312(98)00109-X","journal-title":"Neurocomputing"},{"issue":"1","key":"9553_CR3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/02757259309532163","volume":"7","author":"M Dawson","year":"1993","unstructured":"Dawson M, Fung A, Manry M (1993) Surface parameter retrieval using fast learning neural networks. Remote Sens Rev 7(1):1\u201318","journal-title":"Remote Sens Rev"},{"issue":"5","key":"9553_CR4","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1080\/1478646X.2010.515740","volume":"30","author":"L Bernardez De","year":"2011","unstructured":"De Bernardez L, Buitrago R, Garc\u00eda N (2011) Photovoltaic generated energy and module optimum tilt angle from weather data. Int J Sustain Energy 30(5):311\u2013320","journal-title":"Int J Sustain Energy"},{"key":"9553_CR5","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1007\/s11063-007-9043-z","volume":"26","author":"R Ebrahimpour","year":"2007","unstructured":"Ebrahimpour R, Kabir E, Yousefi M (2007) Face detection using mixture of MLP experts. Neural Process Lett 26:69\u201382. doi:\n                        10.1007\/s11063-007-9043-z","journal-title":"Neural Process Lett"},{"issue":"1","key":"9553_CR6","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1109\/72.363452","volume":"6","author":"S Ergezinger","year":"1995","unstructured":"Ergezinger S, Thomsen E (1995) An accelerated learning algorithm for multilayer perceptrons: optimization layer by layer. IEEE Trans Neural Netw 6(1):31\u201342","journal-title":"IEEE Trans Neural Netw"},{"key":"9553_CR7","unstructured":"Fahlman SE (1988) Faster-learning variations on back-propagation: an empirical study. In: Proceedings of the 1988 connectionist models summer school. Morgan Kaufmann, San Mateo, pp 38\u201351"},{"key":"9553_CR8","volume-title":"Practical methods of optimization","author":"R Fletcher","year":"1987","unstructured":"Fletcher R (1987) Practical methods of optimization, 2nd edn. Wiley, New York","edition":"2"},{"issue":"3","key":"9553_CR9","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1016\/S0010-4825(98)00010-9","volume":"28","author":"E G\u00fcler","year":"1998","unstructured":"G\u00fcler E, Sankur B, Kahya Y, Raudys S (1998) Visual classification of medical data using MLP mapping. Comput Biol Med 28(3):275\u2013287","journal-title":"Comput Biol Med"},{"issue":"6","key":"9553_CR10","doi-asserted-by":"crossref","first-page":"989","DOI":"10.1109\/72.329697","volume":"5","author":"M Hagan","year":"1994","unstructured":"Hagan M, Menhaj M (1994) Training feedforward networks with the Marquardt algorithm. IEEE Trans Neural Netw 5(6):989\u2013993","journal-title":"IEEE Trans Neural Netw"},{"issue":"5","key":"9553_CR11","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1016\/0893-6080(90)90005-6","volume":"3","author":"K Hornik","year":"1990","unstructured":"Hornik K, Stinchcombe M, White H (1990) Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks. Neural Netw 3(5):551\u2013560","journal-title":"Neural Netw"},{"issue":"5","key":"9553_CR12","doi-asserted-by":"crossref","first-page":"1177","DOI":"10.1109\/72.623218","volume":"8","author":"W Kaminski","year":"1997","unstructured":"Kaminski W, Strumillo P (1997) Kernel orthonormalization in radial basis function neural networks. IEEE Trans Neural Netw 8(5):1177\u20131183","journal-title":"IEEE Trans Neural Netw"},{"key":"9553_CR13","unstructured":"Kim T, Manry M, Maldonado J (2003) New learning factor and testing methods for conjugate gradient training algorithm. In: Proceedings of the international joint conference on neural networks, 2003. IEEE, vol 3, pp 2011\u20132016"},{"key":"9553_CR14","doi-asserted-by":"crossref","unstructured":"LeCun Y, Bottou L, Orr G, M\u00fcller K (1998) Efficient backprop. In: Orr G, M\u00fcller KR (eds) Neural Networks: tricks of the trade, vol 1524. Lecture Notes in Computer Science. Springer, Berlin, pp 546\u2013546","DOI":"10.1007\/3-540-49430-8_2"},{"issue":"5","key":"9553_CR15","doi-asserted-by":"crossref","first-page":"1101","DOI":"10.1109\/TNN.2006.877531","volume":"17","author":"J Li","year":"2006","unstructured":"Li J, Manry M, Narasimha P, Yu C (2006) Feature selection using a piecewise linear network. IEEE Trans Neural Netw 17(5):1101\u20131115","journal-title":"IEEE Trans Neural Netw"},{"key":"9553_CR16","doi-asserted-by":"crossref","unstructured":"Li J, Yao J, Petrick N, Summers R, Hara A (2006) Hybrid committee classifier for a computerized colonic polyp detection system. In: Proceedings of the SPIE medical imaging. Citeseer, San Diego","DOI":"10.1117\/12.652724"},{"key":"9553_CR17","unstructured":"Manry MT (1982) Image processing and neural network laboratory. \n                        http:\/\/www-ee.uta.edu\/eeweb\/ip\/new_training.html"},{"key":"9553_CR18","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1016\/0893-6080(89)90020-8","volume":"9","author":"MT Manry","year":"1994","unstructured":"Manry MT, Apollo SJ, Allen LS, Lyle WD, Gong W, Dawson M, Fung AK (1994) Fast training of neural networks for remote sensing. Remote Sens Rev 9:77\u201396. doi:\n                        10.1016\/0893-6080(89)90020-8","journal-title":"Remote Sens Rev"},{"key":"9553_CR19","doi-asserted-by":"crossref","unstructured":"Mantena V, Jiang W, Li J, McKenzie R (2009) Prostate cancer biomarker identification using maldi-ms data: initial results. In: Life science systems and applications workshop, 2009. LiSSA 2009. IEEE\/NIH. IEEE, pp 116\u2013119","DOI":"10.1109\/LISSA.2009.4906723"},{"issue":"1","key":"9553_CR20","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/j.biosystemseng.2006.09.003","volume":"96","author":"S Ondimu","year":"2007","unstructured":"Ondimu S, Murase H (2007) Reservoir level forecasting using neural networks: Lake Naivasha. Biosyst Eng 96(1):135\u2013138","journal-title":"Biosyst Eng"},{"issue":"6","key":"9553_CR21","doi-asserted-by":"crossref","first-page":"1450","DOI":"10.1109\/72.548172","volume":"7","author":"R Parisi","year":"1996","unstructured":"Parisi R, Di Claudio E, Orlandi G, Rao B (1996) A generalized learning paradigm exploiting the structure of feedforward neural networks. IEEE Trans Neural Netw 7(6):1450\u20131460","journal-title":"IEEE Trans Neural Netw"},{"key":"9553_CR22","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4471-0359-2","volume-title":"Statistical and neural classifiers: an integrated approach to design","author":"S Raudys","year":"2001","unstructured":"Raudys S (2001) Statistical and neural classifiers: an integrated approach to design. Springer, Berlin"},{"issue":"4","key":"9553_CR23","doi-asserted-by":"publisher","first-page":"296","DOI":"10.1109\/72.80266","volume":"1","author":"D Ruck","year":"1990","unstructured":"Ruck D, Rogers S, Kabrisky M, Oxley M, Suter B (1990) The multilayer perceptron as an approximation to a Bayes optimal discriminant function. IEEE Trans Neural Netw 1(4):296\u2013298. doi:\n                        10.1109\/72.80266","journal-title":"IEEE Trans Neural Netw"},{"issue":"6088","key":"9553_CR24","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"D Rumelhart","year":"1986","unstructured":"Rumelhart D, Hinton G, Williams R (1986) Learning representations by back-propagating errors. Nature 323(6088):533\u2013536","journal-title":"Nature"},{"issue":"4","key":"9553_CR25","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1109\/72.88168","volume":"2","author":"M Sartori","year":"1991","unstructured":"Sartori M, Antsaklis P (1991) A simple method to derive bounds on the size and to train multilayer neural networks. IEEE Trans Neural Netw 2(4):467\u2013471","journal-title":"IEEE Trans Neural Netw"},{"issue":"1","key":"9553_CR26","doi-asserted-by":"crossref","first-page":"202","DOI":"10.1109\/78.157194","volume":"40","author":"R Scalero","year":"1992","unstructured":"Scalero R, Tepedelenlioglu N (1992) A fast new algorithm for training feedforward neural networks. IEEE Trans Signal Process 40(1):202\u2013210","journal-title":"IEEE Trans Signal Process"},{"issue":"2","key":"9553_CR27","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1007\/s00521-012-0947-9","volume":"23","author":"M Sheikhan","year":"2013","unstructured":"Sheikhan M, Shabani AA (2013) Pso-optimized modular neural network trained by OWO\u2013HWO algorithm for fault location in analog circuits. Neural Comput Appl 23(2):519\u2013530","journal-title":"Neural Comput Appl"},{"key":"9553_CR28","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4471-0953-2","volume-title":"Second-order methods for neural networks","author":"AJ Shepherd","year":"1997","unstructured":"Shepherd AJ (1997) Second-order methods for neural networks, 1st edn. Springer, New York","edition":"1"},{"issue":"3","key":"9553_CR29","doi-asserted-by":"crossref","first-page":"768","DOI":"10.1109\/72.501734","volume":"7","author":"G Wang","year":"1996","unstructured":"Wang G, Chen C (1996) A fast multilayer neural-network training algorithm based on the layer-by-layer optimizing procedures. IEEE Trans Neural Netw 7(3):768\u2013775","journal-title":"IEEE Trans Neural Netw"},{"key":"9553_CR30","volume-title":"Data mining with computational intelligence","author":"L Wang","year":"2009","unstructured":"Wang L (2009) Data mining with computational intelligence. Springer, Berlin"},{"key":"9553_CR31","doi-asserted-by":"crossref","DOI":"10.1142\/6023","volume-title":"Real analysis: theory of measure and integration","author":"J Yeh","year":"2006","unstructured":"Yeh J (2006) Real analysis: theory of measure and integration. World Scientific Publishing Company Incorporated, Singapore"},{"issue":"02","key":"9553_CR32","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1142\/S0218001405004022","volume":"19","author":"C Yu","year":"2005","unstructured":"Yu C, Manry MT, Jiang L (2005) Effects of nonsingular preprocessing on feedforward network training. Int J Pattern Recognit Artif Intell 19(02):217\u2013247. doi:\n                        10.1142\/S0218001405004022","journal-title":"Int J Pattern Recognit Artif Intell"},{"key":"9553_CR33","doi-asserted-by":"crossref","unstructured":"Yu Q, Apollo S, Manry M (1993) Map estimation and the multilayer perceptron. In: Proceedings of the 1993 IEEE-SP workshop on neural networks for processing [1993] III. IEEE, pp 30\u201339","DOI":"10.1109\/NNSP.1993.471886"}],"container-title":["Neural Processing Letters"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11063-016-9553-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-016-9553-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-016-9553-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,6]],"date-time":"2017-06-06T08:32:46Z","timestamp":1496737966000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11063-016-9553-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9,14]]},"references-count":33,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2017,6]]}},"alternative-id":["9553"],"URL":"https:\/\/doi.org\/10.1007\/s11063-016-9553-7","relation":{},"ISSN":["1370-4621","1573-773X"],"issn-type":[{"value":"1370-4621","type":"print"},{"value":"1573-773X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,9,14]]}}}