{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T04:14:17Z","timestamp":1751688857039,"version":"3.41.0"},"publisher-location":"Singapore","reference-count":22,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811308956"},{"type":"electronic","value":"9789811308963"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-981-13-0896-3_15","type":"book-chapter","created":{"date-parts":[[2018,6,11]],"date-time":"2018-06-11T15:06:46Z","timestamp":1528729606000},"page":"143-151","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Software Reliability Combination Model Based on Genetic Optimization BP Neural Network"],"prefix":"10.1007","author":[{"given":"Runan","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fusheng","family":"Jin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangyu","family":"Han","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,12]]},"reference":[{"key":"15_CR1","volume-title":"Handbook of Software Reliability Engineering","author":"MR Lyu","year":"1996","unstructured":"Lyu, M.R.: Handbook of Software Reliability Engineering. IEEE Computer Society Press, McGraw Hill, New York (1996)"},{"issue":"9","key":"15_CR2","first-page":"13","volume":"37","author":"L Jungang","year":"2010","unstructured":"Jungang, L., Jianhui, J., Chunyan, S., et al.: Research progress of software reliability model. Comput. Sci. 37(9), 13\u201319 (2010)","journal-title":"Comput. Sci."},{"key":"15_CR3","doi-asserted-by":"crossref","unstructured":"Lyu, M.R., Nikora, A.: Software reliability measurements through combination models: approaches, results, and a CASE tool. In: Proceedings of the Fifteenth Annual International Computer Software and Applications Conference, COMPSAC 1991, pp. 577\u2013584. IEEE (1991)","DOI":"10.1109\/CMPSAC.1991.170242"},{"issue":"3","key":"15_CR4","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1109\/TR.1979.5220566","volume":"28","author":"AL Goel","year":"1979","unstructured":"Goel, A.L., Okumoto, K.: Time-dependent error-detection rate model for software reliability and other performance measures. IEEE Trans. Reliab. 28(3), 206\u2013211 (1979)","journal-title":"IEEE Trans. Reliab."},{"key":"15_CR5","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1016\/j.jss.2014.12.029","volume":"101","author":"J Park","year":"2015","unstructured":"Park, J., Baik, J.: Improving software reliability prediction through multi-criteria based dynamic model selection and combination. J. Syst. Softw. 101, 236\u2013244 (2015)","journal-title":"J. Syst. Softw."},{"key":"15_CR6","unstructured":"Kumar, D., Kansal, Y., Kapur, P.K.: Integrating neural networks with software reliability. In: 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi (2016)"},{"key":"15_CR7","doi-asserted-by":"crossref","unstructured":"Liu, L., Jiang, Z.: Research on software reliability evaluation technology based on BP neural network. In: 2016 IEEE\/ACIS 15th International Conference on Computer and Information Science (ICIS), Okayama, pp. 1\u20134 (2016)","DOI":"10.1109\/ICIS.2016.7550924"},{"key":"15_CR8","doi-asserted-by":"crossref","unstructured":"Li, Q., Zhang, C., Zhang, H.: A new software reliability model for open stochastic system based on NHPP. In: 2017 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C), Prague, pp. 624\u2013625 (2017)","DOI":"10.1109\/QRS-C.2017.120"},{"key":"15_CR9","doi-asserted-by":"crossref","unstructured":"Barraza, N.R.: A mixed poisson process and empirical bayes estimation based software reliability growth model and simulation. In: 2017 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C), Prague, pp. 612\u2013613 (2017)","DOI":"10.1109\/QRS-C.2017.114"},{"issue":"7","key":"15_CR10","doi-asserted-by":"publisher","first-page":"563","DOI":"10.1109\/32.148475","volume":"18","author":"N Karunanithi","year":"1992","unstructured":"Karunanithi, N., Whitley, D., Malaiya, Y.K.: Prediction of software reliability using connectionist models. IEEE Trans. Software Eng. 18(7), 563\u2013574 (1992)","journal-title":"IEEE Trans. Software Eng."},{"issue":"3","key":"15_CR11","first-page":"40","volume":"21","author":"Y Lijun","year":"2002","unstructured":"Lijun, Y., Kerong, B.: Realization and analysis of software reliability based on neural networks. Comput. Technol. Autom. 21(3), 40\u201342 (2002)","journal-title":"Comput. Technol. Autom."},{"issue":"6","key":"15_CR12","first-page":"559","volume":"41","author":"Z Xuesong","year":"2005","unstructured":"Xuesong, Z., Ping, G.: Research on software reliability prediction based on combinatorial neural network. J. Beijing Normal Univ. 41(6), 559\u2013603 (2005). (Natural Science Edition)","journal-title":"J. Beijing Normal Univ."},{"key":"15_CR13","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/S0925-2312(03)00385-0","volume":"56","author":"P Guo","year":"2004","unstructured":"Guo, P., Lyu, M.R.: A pseudoinverse learning algorithm for feedforward neural networks with stacked generalization applications to software reliability growth data. Neurocomputing 56, 101\u2013121 (2004)","journal-title":"Neurocomputing"},{"issue":"12","key":"15_CR14","doi-asserted-by":"publisher","first-page":"1927","DOI":"10.1049\/iet-com.2016.1074","volume":"11","author":"K Rajeswari","year":"2017","unstructured":"Rajeswari, K., Neduncheliyan, S.: Genetic algorithm based fault tolerant clustering in wireless sensor network. IET Commun. 11(12), 1927\u20131932 (2017)","journal-title":"IET Commun."},{"key":"15_CR15","unstructured":"Li, C.: A prediction on stocks index and futures prices based on BP neural network. Qingdao University (2012)"},{"issue":"4","key":"15_CR16","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1109\/TR.1984.5221826","volume":"33","author":"S Yamada","year":"1984","unstructured":"Yamada, S., Ohba, M., Osaki, S.: S-shaped software reliability growth models and their applications. IEEE Trans. Reliab. 33(4), 289\u2013292 (1984)","journal-title":"IEEE Trans. Reliab."},{"key":"15_CR17","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/S0378-3758(97)00048-7","volume":"65","author":"W Liu","year":"1997","unstructured":"Liu, W.: A k-stage sequential sampling procedure for estimation of normal mean. J. Stat. Plann. Infer. 65, 109\u2013127 (1997)","journal-title":"J. Stat. Plann. Infer."},{"key":"15_CR18","unstructured":"Rajasekaran, S., Pai, G.A.V.: Neural networks, fuzzy logic and genetic algorithm: synthesis and applications (with cd). PHI Learning Pvt. Ltd. (2003)"},{"key":"15_CR19","unstructured":"Zhang, X.: Based on genetic algorithm optimization BP neural network stock price forecast. Qingdao University of Science and Technology (2014)"},{"key":"15_CR20","unstructured":"Musa, J.D.: DACS Software Reliability Dataset, Data & Analysis Center for Software, January 1980"},{"key":"15_CR21","doi-asserted-by":"crossref","unstructured":"Yin, Q., Li, J., Bom, K.H., et al.: A new cascade software reliability model. In: Third International Conference on Natural Computation, ICNC 2007, vol. 3, pp. 241\u2013245. IEEE (2007)","DOI":"10.1109\/ICNC.2007.87"},{"key":"15_CR22","first-page":"036","volume":"14","author":"ZY He","year":"2009","unstructured":"He, Z.Y., Yin, Q.: Cascade software reliability model based on neural network. Comput. Eng. Des. 14, 036 (2009)","journal-title":"Comput. Eng. Des."}],"container-title":["Communications in Computer and Information Science","Geo-Spatial Knowledge and Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-0896-3_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T02:20:59Z","timestamp":1751682059000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-0896-3_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9789811308956","9789811308963"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-0896-3_15","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"GSKI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Geo-Spatial Knowledge and Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chiang Mai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 December 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 December 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"gski2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.grmse2017.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}