{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T08:25:28Z","timestamp":1651825528233},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2015,1,13]],"date-time":"2015-01-13T00:00:00Z","timestamp":1421107200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2015,8]]},"DOI":"10.1007\/s00521-015-1824-0","type":"journal-article","created":{"date-parts":[[2015,1,12]],"date-time":"2015-01-12T07:58:39Z","timestamp":1421049519000},"page":"1505-1513","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A scalable hybrid decision system (HDS) for Roman word recognition using ANN SVM: study case on Malay word recognition"],"prefix":"10.1007","volume":"26","author":[{"given":"Omar N.","family":"Al-Boeridi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S. M.","family":"Syed Ahmad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S. P.","family":"Koh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,1,13]]},"reference":[{"issue":"6","key":"1824_CR1","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1002\/ima.20092","volume":"16","author":"E Badekas","year":"2006","unstructured":"Badekas E, Nikolaou N, Papamarkos N (2006) Text binarization in color documents. Int J Imaging Syst Technol 16(6):262\u2013274","journal-title":"Int J Imaging Syst Technol"},{"issue":"3","key":"1824_CR2","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1109\/34.667887","volume":"20","author":"AW Senior","year":"2002","unstructured":"Senior AW, Robinson AJ (2002) An off-line cursive handwriting recognition system. IEEE Trans Pattern Anal Mach Intell 20(3):309\u2013321","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1824_CR3","doi-asserted-by":"crossref","unstructured":"Kim J, Sin B-K (2014) Online handwriting recognition. Handbook of document image processing and recognition. Springer, New York, pp 887\u2013915","DOI":"10.1007\/978-0-85729-859-1_29"},{"key":"1824_CR4","doi-asserted-by":"crossref","unstructured":"Milyaev S, Barinova O, Novikova T, Kohli P, Lempitsky V (2013) Image binarization for end-to-end text understanding in natural images. In: 12th International Conference on Document Analysis and Recognition (ICDAR), 2013. IEEE, pp 128\u2013132","DOI":"10.1109\/ICDAR.2013.33"},{"issue":"10","key":"1824_CR5","doi-asserted-by":"crossref","first-page":"4989","DOI":"10.1016\/j.eswa.2014.02.025","volume":"41","author":"S Kang","year":"2014","unstructured":"Kang S, Cho S (2014) Approximating support vector machine with artificial neural network for fast prediction. Expert Syst Appl 41(10):4989\u20134995","journal-title":"Expert Syst Appl"},{"issue":"2","key":"1824_CR6","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1007\/s12206-008-1119-9","volume":"23","author":"S-M Lee","year":"2009","unstructured":"Lee S-M, Roh T-S, Choi D-W (2009) Defect diagnostics of SUAV gas turbine engine using hybrid SVM-artificial neural network method. J Mech Sci Technol 23(2):559\u2013568","journal-title":"J Mech Sci Technol"},{"issue":"1\u20133","key":"1824_CR7","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1007\/s10661-007-9967-9","volume":"143","author":"H Liu","year":"2008","unstructured":"Liu H, Xie D, Wu W (2008) Soil water content forecasting by ANN and SVM hybrid architecture. Environ Monit Assess 143(1\u20133):187\u2013193","journal-title":"Environ Monit Assess"},{"key":"1824_CR8","doi-asserted-by":"crossref","unstructured":"Nagi J, Di Caro GA, Giusti A, Nagi F, Gambardella LM (2012) Convolutional neural support vector machines: hybrid visual pattern classifiers for multi-robot systems. In: 11th International Conference on Machine Learning and Applications (ICMLA), 2012. IEEE, pp 27\u201332","DOI":"10.1109\/ICMLA.2012.14"},{"key":"1824_CR9","doi-asserted-by":"crossref","unstructured":"Pradeep J, Srinivasan E, Himavathi S (2011) Neural network based handwritten character recognition system without feature extraction. In: International Conference on Computer, Communication and Electrical Technology (ICCCET), 2011. IEEE, pp 40\u201344","DOI":"10.1109\/ICCCET.2011.5762513"},{"issue":"2","key":"1824_CR10","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1007\/s10044-009-0147-0","volume":"13","author":"N Shanthi","year":"2010","unstructured":"Shanthi N, Duraiswamy K (2010) A novel SVM-based handwritten Tamil character recognition system. Pattern Anal Appl 13(2):173\u2013180","journal-title":"Pattern Anal Appl"},{"issue":"1","key":"1824_CR11","doi-asserted-by":"crossref","first-page":"86","DOI":"10.3923\/jas.2011.86.95","volume":"11","author":"N Omar","year":"2011","unstructured":"Omar N, Al-Boeridi SM Syed, Ahmad Shakil A (2011) Offline Malay handwriting cheque words recognition using artificial neural network. J Appl Sci 11(1):86\u201395","journal-title":"J Appl Sci"},{"key":"1824_CR12","unstructured":"Wahap AR, Khalid M, Ahmad AR, Yusof R (2002) A Neural Network Based Bank Cheque Recognition system for Malaysian Cheques. In: Proceeding of the International Conference on AI in Engineering and Technology, 2002. pp 273\u2013279"},{"issue":"6","key":"1824_CR13","doi-asserted-by":"crossref","first-page":"714","DOI":"10.3844\/ajassp.2008.714.720","volume":"5","author":"S Al-Haddad","year":"2008","unstructured":"Al-Haddad S, Samad SA, Hussain A, Ishak KA (2008) Isolated Malay digit recognition using pattern recognition fusion of dynamic time warping and hidden Markov models. Am J Appl Sci 5(6):714","journal-title":"Am J Appl Sci"},{"key":"1824_CR14","unstructured":"Yusoff M, Abdul Rahman S, Mutalib S, Mohamed A (2012) Kohonen neural network performance in license plate number identification. In:\u00a0Proceedings of the International Conference on Electrical Engineering and Informatics (ICEEI 2007), Institut Teknologi Bandung, Indonesia"},{"issue":"6","key":"1824_CR15","first-page":"1328","volume":"6","author":"N Omar","year":"2011","unstructured":"Omar N, Al-Boeridi SM Syed, Ahmad Shakil A (2011) An adaptive approach for Malay cheque words recognition using support vector machine. Sci Res Essays 6(6):1328\u20131336","journal-title":"Sci Res Essays"},{"key":"1824_CR16","doi-asserted-by":"crossref","unstructured":"Dreuw P, Doetsch P, Plahl C, Ney H (2011) Hierarchical hybrid MLP\/HMM or rather MLP features for a discriminatively trained gaussian HMM: a comparison for offline handwriting recognition. In: Image Processing (ICIP), 2011. IEEE, pp 3541\u20133544","DOI":"10.1109\/ICIP.2011.6116480"},{"issue":"4","key":"1824_CR17","doi-asserted-by":"crossref","first-page":"767","DOI":"10.1109\/TPAMI.2010.141","volume":"33","author":"S Espana-Boquera","year":"2011","unstructured":"Espana-Boquera S, Castro-Bleda MJ, Gorbe-Moya J, Zamora-Martinez F (2011) Improving offline handwritten text recognition with hybrid HMM\/ANN models. IEEE Trans Pattern Anal Mach Intell 33(4):767\u2013779","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1824_CR18","unstructured":"Sharifah M, Ahmad A, Shakil A, Anwar R, Begum S (2007) Hybrid online and offline Malaysian signature and Malay handwriting data collection. CITRA 2007, Subang, Malaysia"},{"issue":"2","key":"1824_CR19","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/s13042-011-0049-5","volume":"3","author":"BP Chacko","year":"2012","unstructured":"Chacko BP, Krishnan VV, Raju G, Anto PB (2012) Handwritten character recognition using wavelet energy and extreme learning machine. Int J Mach Learn Cybern 3(2):149\u2013161","journal-title":"Int J Mach Learn Cybern"},{"issue":"3","key":"1824_CR20","doi-asserted-by":"crossref","first-page":"1846","DOI":"10.1016\/j.eswa.2007.02.026","volume":"34","author":"T-K Wu","year":"2008","unstructured":"Wu T-K, Huang S-C, Meng Y-R (2008) Evaluation of ANN and SVM classifiers as predictors to the diagnosis of students with learning disabilities. Expert Syst Appl 34(3):1846\u20131856","journal-title":"Expert Syst Appl"},{"issue":"3","key":"1824_CR21","first-page":"27","volume":"2","author":"C-C Chang","year":"2011","unstructured":"Chang C-C, Lin C-J (2011) LIBSVM: a library for support vector machines. ACM Trans Intell Syst Technol (TIST) 2(3):27","journal-title":"ACM Trans Intell Syst Technol (TIST)"},{"issue":"9","key":"1824_CR22","doi-asserted-by":"crossref","first-page":"3277","DOI":"10.1016\/j.patcog.2012.02.030","volume":"45","author":"Y Chherawala","year":"2012","unstructured":"Chherawala Y, Cheriet M (2012) W-TSV: weighted topological signature vector for lexicon reduction in handwritten Arabic documents. Pattern Recognit 45(9):3277\u20133287","journal-title":"Pattern Recognit"},{"key":"1824_CR23","doi-asserted-by":"crossref","unstructured":"Kozielski M, Rybach D, Hahn S, Schluter R, Ney H (2013) Open vocabulary handwriting recognition using combined word-level and character-level language models. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013. IEEE, pp 8257\u20138261","DOI":"10.1109\/ICASSP.2013.6639275"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-1824-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-015-1824-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-1824-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T02:21:18Z","timestamp":1559096478000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-015-1824-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,1,13]]},"references-count":23,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2015,8]]}},"alternative-id":["1824"],"URL":"https:\/\/doi.org\/10.1007\/s00521-015-1824-0","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,13]]}}}