{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T19:28:33Z","timestamp":1742930913605,"version":"3.40.3"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319744995"},{"type":"electronic","value":"9783319745008"}],"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\/978-3-319-74500-8_46","type":"book-chapter","created":{"date-parts":[[2018,3,20]],"date-time":"2018-03-20T00:20:32Z","timestamp":1521505232000},"page":"490-501","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Proposition of a Parallel and Distributed Algorithm for the Dimensionality Reduction with Apache Spark"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9817-6124","authenticated-orcid":false,"given":"Abdelali","family":"Zbakh","sequence":"first","affiliation":[]},{"given":"Zoubida","family":"Alaoui Mdaghri","sequence":"additional","affiliation":[]},{"given":"Mourad","family":"El Yadari","sequence":"additional","affiliation":[]},{"given":"Abdelillah","family":"Benyoussef","sequence":"additional","affiliation":[]},{"given":"Abdellah","family":"El Kenz","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,3,21]]},"reference":[{"key":"46_CR1","unstructured":"Mercier, L.: Syst\u00e8me d\u2019analyse et de visualisation d\u2019images hyperspectrales appliqu\u00e9 aux sciences plan\u00e9taires (2011)"},{"key":"46_CR2","doi-asserted-by":"crossref","unstructured":"Zebin, W., et al.: Parallel and distributed dimensionality reduction of hyperspectral data on cloud computing architectures. IEEE J. Sel. Top. Appl. Earth Observations Remote Sens. 9(6), 2270\u20132278 (2016)","DOI":"10.1109\/JSTARS.2016.2542193"},{"key":"46_CR3","unstructured":"Apache Software Foundation. Official apache hadoop. \nhttp:\/\/hadoop.apache.org\/\n\n. Accessed 10 July 2017"},{"key":"46_CR4","unstructured":"Apache Spark - Lightning-Fast Cluster Computing. \nhttp:\/\/spark.apache.org\/\n\n. Accessed 10 July 2017"},{"key":"46_CR5","first-page":"66","volume":"10","author":"L Maaten Van Der","year":"2009","unstructured":"Van Der Maaten, L., Postma, E., Van den Herik, J.: Dimensionality reduction: a comparative. J. Mach. Learn. Res. 10, 66\u201371 (2009)","journal-title":"J. Mach. Learn. Res."},{"key":"46_CR6","doi-asserted-by":"crossref","unstructured":"Elgamal, T., et al.: sPCA: scalable principal component analysis for big data on distributed platforms. In: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. ACM (2015)","DOI":"10.1145\/2723372.2751520"},{"key":"46_CR7","unstructured":"Shlens, J.: A tutorial on principal component analysis. arXiv preprint \narXiv:1404.1100\n\n (2014)"},{"key":"46_CR8","unstructured":"MLlib machine learning library. \nhttps:\/\/spark.apache.org\/mllib\/\n\n. Accessed 10 July 2017"},{"key":"46_CR9","unstructured":"Mahout machine learning library. \nhttp:\/\/mahout.apache.org\/\n\n. 10 July 2017"},{"key":"46_CR10","unstructured":"AVIRIS - Airborne Visible\/Infrared Imaging Spectrometer - Data. \nhttp:\/\/aviris.jpl.nasa.gov\/data\/image_cube.html\n\n. 10 July 2017"}],"container-title":["Lecture Notes in Networks and Systems","Innovations in Smart Cities and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-74500-8_46","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,3,20]],"date-time":"2018-03-20T15:55:04Z","timestamp":1521561304000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-74500-8_46"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319744995","9783319745008"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-74500-8_46","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2018]]}}}