{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T16:16:47Z","timestamp":1772727407976,"version":"3.50.1"},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,12,14]],"date-time":"2018-12-14T00:00:00Z","timestamp":1544745600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of Chin","doi-asserted-by":"crossref","award":["61771006"],"award-info":[{"award-number":["61771006"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Mobile Netw Appl"],"published-print":{"date-parts":[[2020,2]]},"DOI":"10.1007\/s11036-018-1196-7","type":"journal-article","created":{"date-parts":[[2018,12,14]],"date-time":"2018-12-14T04:46:01Z","timestamp":1544762761000},"page":"133-141","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Applying Improved Convolutional Neural Network in Image Classification"],"prefix":"10.1007","volume":"25","author":[{"given":"Zhen-tao","family":"Hu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bing","family":"Jin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hai-jiang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,12,14]]},"reference":[{"issue":"6","key":"1196_CR1","first-page":"875","volume":"42","author":"TT Sui","year":"2016","unstructured":"Sui TT, Wang XF (2016) Convolutional neural networks with candidate location and multi-feature fusion. Acta Automat Sin 42(6):875\u2013882","journal-title":"Acta Automat Sin"},{"issue":"6","key":"1196_CR2","first-page":"883","volume":"42","author":"S Xiao","year":"2016","unstructured":"Xiao S, Pan T, Ren FJ (2016) 2016. Facial expression recognition using ROI-KNN deep convolutional neural networks. Acta Automat Sin 42(6):883\u2013891","journal-title":"Acta Automat Sin"},{"key":"1196_CR3","unstructured":"Liu Z, Hu J, Weng L et al (2018) Rotated region based CNN for ship detection[C]\/\/ IEEE international conference on image processing. IEEE:900\u2013904"},{"key":"1196_CR4","unstructured":"Tang H, Xiao B, Li W et al (2017) Pixel convolutional neural network for multi-focus image fusion[J]. Inf Sci 433"},{"issue":"5","key":"1196_CR5","first-page":"1224","volume":"40","author":"L Zheng","year":"2018","unstructured":"Zheng L, Yang Y, Tian QSIFT, Meets CNN (2018) A decade survey of instance retrieval.[J]. IEEE transactions on pattern analysis & machine. Intelligence 40(5):1224\u20131244","journal-title":"Intelligence"},{"key":"1196_CR6","doi-asserted-by":"crossref","unstructured":"Szegedy C, Liu W, Jia Y, et al. (2015) Going deeper with convolutions. 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, MA, USA. 1\u20139","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"1196_CR7","doi-asserted-by":"crossref","unstructured":"He K, Zhang X, Ren S, Sun J (2016) Deep Residual Learning for Image Recognition. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, United States, 770\u2013778","DOI":"10.1109\/CVPR.2016.90"},{"key":"1196_CR8","first-page":"1","volume":"99","author":"T Qiu","year":"2018","unstructured":"Qiu T, Chen N, Li K, Atiquzzaman M, Zhao W (2018) How can heterogeneous internet of things build our future: a survey. IEEE Commun Surveys Tutor 99:1\u20131","journal-title":"IEEE Commun Surveys Tutor"},{"issue":"1","key":"1196_CR9","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1109\/TMC.2017.2702670","volume":"17","author":"T Qiu","year":"2018","unstructured":"Qiu T, Qiao R, Wu D (2018) EABS: an event-aware backpressure scheduling scheme for emergency internet of things. IEEE Trans Mob Comput 17(1):72\u201384","journal-title":"IEEE Trans Mob Comput"},{"issue":"9","key":"1196_CR10","doi-asserted-by":"publisher","first-page":"65","DOI":"10.3901\/JME.2016.09.065","volume":"52","author":"W Sun","year":"2016","unstructured":"Sun W, Shao S, Yan R (2016) 2016. Induction motor fault diagnosis based on deep neural network of sparse auto-encoder. J Mech Eng 52(9):65\u201371","journal-title":"J Mech Eng"},{"issue":"3","key":"1196_CR11","first-page":"253","volume":"43","author":"LI Chuanpeng","year":"2017","unstructured":"Chuanpeng LI, Qin P, Zhang J (2017) Research on image Denoising based on deep convolutional neural network. Comput Eng 43(3):253\u2013260","journal-title":"Comput Eng"},{"key":"1196_CR12","unstructured":"Ayumi V, Rere LMR, Fanany MI et al (2017) Optimization of convolutional neural network using microcanonical annealing algorithm. International conference on advanced computer science and information systems. IEEE:506\u2013511"},{"key":"1196_CR13","doi-asserted-by":"crossref","unstructured":"Rere LMR, Fanany MI, Arymurthy AM (2016) Metaheuristic algorithms for convolution neural network. Hindawi Publishing Corp","DOI":"10.1155\/2016\/1537325"},{"issue":"2016","key":"1196_CR14","first-page":"109","volume":"87","author":"J Kim","year":"2016","unstructured":"Kim J, Kim J, Jang GJ et al (2016) Fast learning method for convolutional neural networks using extreme learning machine and its application to lane detection. Neural Netw 87(2016):109\u2013121","journal-title":"Neural Netw"},{"key":"1196_CR15","unstructured":"Dauphin YN, Vries HD, Bengio Y (2015) Equilibrated adaptive learning rates for non-convex optimization 35(3): 285\u2013290"},{"issue":"9","key":"1196_CR16","first-page":"1300","volume":"42","author":"L Chang","year":"2016","unstructured":"Chang L, Deng XM, Zhou MQ et al (2016) Convolutional neural networks in image understanding. Acta Auto Sin 42(9):1300\u20131312","journal-title":"Acta Auto Sin"},{"issue":"2","key":"1196_CR17","first-page":"795","volume":"13","author":"C Cortes","year":"2012","unstructured":"Cortes C, Mohri M, Rostamizadeh A (2012) 2012. Algorithms for learning kernels based on centered alignment. J Mach Learn Res 13(2):795\u2013828","journal-title":"J Mach Learn Res"},{"issue":"6","key":"1196_CR18","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1109\/MSP.2012.2211477","volume":"29","author":"D Li","year":"2012","unstructured":"Li D (2012) The MNIST database of handwritten digit images for machine learning research [best of the web]. IEEE Signal Process Mag 29(6):141\u2013142","journal-title":"IEEE Signal Process Mag"}],"container-title":["Mobile Networks and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-018-1196-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11036-018-1196-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-018-1196-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,15]],"date-time":"2020-02-15T12:22:00Z","timestamp":1581769320000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11036-018-1196-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,14]]},"references-count":18,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,2]]}},"alternative-id":["1196"],"URL":"https:\/\/doi.org\/10.1007\/s11036-018-1196-7","relation":{},"ISSN":["1383-469X","1572-8153"],"issn-type":[{"value":"1383-469X","type":"print"},{"value":"1572-8153","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,12,14]]},"assertion":[{"value":"14 December 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}