{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T12:16:51Z","timestamp":1766578611121,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030162047"},{"type":"electronic","value":"9783030162054"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-16205-4_2","type":"book-chapter","created":{"date-parts":[[2019,3,30]],"date-time":"2019-03-30T01:01:59Z","timestamp":1553907719000},"page":"18-32","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Evolutionary Algorithms for Convolutional Neural Network Visualisation"],"prefix":"10.1007","author":[{"given":"Nicolas","family":"Bernard","sequence":"first","affiliation":[]},{"given":"Franck","family":"Lepr\u00e9vost","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,3,31]]},"reference":[{"key":"2_CR1","unstructured":"Zeiler, M.D., Fergus, R.: Visualizing and understanding convolutional networks. CoRR abs\/1311.2901 (2013)"},{"key":"2_CR2","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. CoRR abs\/1409.1556 (2014)"},{"key":"2_CR3","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1038\/427297a","volume":"427","author":"F Dyson","year":"2004","unstructured":"Dyson, F.: A meeting with Enrico Fermi. Nature 427, 297 (2004). \n                    https:\/\/doi.org\/10.1038\/427297a","journal-title":"Nature"},{"key":"2_CR4","unstructured":"Simonyan, K., Vedaldi, A., Zisserman, A.: Deep inside convolutional networks: visualising image classification models and saliency maps. CoRR abs\/1312.6034 (2013)"},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Mahendran, A., Vedaldi, A.: Understanding deep image representations by inverting them. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2015. \n                    https:\/\/www.cv-foundation.org\/openaccess\/content_cvpr_2015\/html\/Mahendran_Understanding_Deep_Image_2015_CVPR_paper.html","DOI":"10.1109\/CVPR.2015.7299155"},{"key":"2_CR6","unstructured":"Mordvintsev, A., Olah, C., Tyka, M.: Inceptionism: going deeper into neural networks. Google AI Blog, June 2015. \n                    https:\/\/ai.googleblog.com\/2015\/06\/inceptionism-going-deeper-into-neural.html"},{"key":"2_CR7","unstructured":"Mordvintsev, A., Tyka, M., Olah, C.: DeepDream. GitHub code repository. \n                    https:\/\/github.com\/google\/deepdream"},{"key":"2_CR8","unstructured":"Yosinski, J., Clune, J., Nguyen, A.M., Fuchs, T.J., Lipson, H.: Understanding neural networks through deep visualization. CoRR abs\/1506.06579 (2015). \n                    http:\/\/yosinski.com\/deepvis"},{"key":"2_CR9","volume-title":"Genetic Programming: On the Programming of Computers by Means of Natural Selection","author":"J Koza","year":"1992","unstructured":"Koza, J.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge (1992)"},{"key":"2_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"891","DOI":"10.1007\/3-540-45356-3_87","volume-title":"Parallel Problem Solving from Nature PPSN VI","author":"P Collet","year":"2000","unstructured":"Collet, P., Lutton, E., Schoenauer, M., Louchet, J.: Take it EASEA. In: Schoenauer, M., et al. (eds.) PPSN 2000. LNCS, vol. 1917, pp. 891\u2013901. Springer, Heidelberg (2000). \n                    https:\/\/doi.org\/10.1007\/3-540-45356-3_87"},{"key":"2_CR11","unstructured":"Maitre, O., Kruger, F., Pallamidessi, J., et al.: EASEA. Github code repository (2008\u20132016). \n                    https:\/\/github.com\/EASEA\/easea"},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Jia, Y., et al.: Caffe: convolutional architecture for fast feature embedding. arXiv preprint \n                    arXiv:1408.5093\n                    \n                   (2014)","DOI":"10.1145\/2647868.2654889"},{"key":"2_CR13","unstructured":"Jia, Y., et al.: Caffe: a fast open framework for deep learning. GitHub code repository (2014\u20132018). \n                    https:\/\/github.com\/BVLC\/caffe\/"},{"key":"2_CR14","unstructured":"Misc.: Model zoo. GitHub. \n                    https:\/\/github.com\/BVLC\/caffe\/wiki\/Model-Zoo"},{"key":"2_CR15","unstructured":"Hughes, D. (ed.): Moltke on the Art of War: Selected Writings. New edn. Presidio Press (1995). ISBN: 978-0891415756"},{"key":"2_CR16","unstructured":"Chollet, F., et al.: Keras. GitHub code repository (2015\u20132018). \n                    https:\/\/github.com\/fchollet\/keras"},{"key":"2_CR17","doi-asserted-by":"crossref","unstructured":"Varrette, S., Bouvry, P., Cartiaux, H., Georgatos, F.: Management of an academic HPC cluster: the UL experience. In: Proceedings of the 2014 International Conference on High Performance Computing & Simulation (HPCS 2014), Bologna, Italy, pp. 959\u2013967. IEEE, July 2014. \n                    https:\/\/hpc.uni.lu","DOI":"10.1109\/HPCSim.2014.6903792"},{"key":"2_CR18","unstructured":"Simonyan, K., Zisserman, A.: 19-layer model from the arxiv paper: \u201cvery deep convolutional networks for large-scale image recognition\u201d. Caffe Zoo\/github gist (2014). \n                    https:\/\/gist.github.com\/ksimonyan\/3785162f95cd2d5fee77"},{"key":"2_CR19","unstructured":"Su, J., Vargas, D.V., Sakurai, K.: One pixel attack for fooling deep neural networks. CoRR abs\/1710.08864 (2017)"},{"key":"2_CR20","unstructured":"Nguyen, A., Yosinski, J., Clune, J.: Deep neural networks are easily fooled: high confidence predictions for unrecognizable images. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 427\u2013436 (2015). \n                    https:\/\/www.cv-foundation.org\/openaccess\/content_cvpr_2015\/app\/1A_047.pdf"}],"container-title":["Communications in Computer and Information Science","High Performance Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-16205-4_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T00:19:22Z","timestamp":1558397962000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-16205-4_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030162047","9783030162054"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-16205-4_2","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"31 March 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CARLA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Latin American High Performance Computing Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bucaramanga","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Colombia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 September 2018","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":"carla2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/carla2018.ccarla.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}