{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:09:58Z","timestamp":1750306198863,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":27,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,1,20]],"date-time":"2017-01-20T00:00:00Z","timestamp":1484870400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,1,20]]},"DOI":"10.1145\/3036331.3050417","type":"proceedings-article","created":{"date-parts":[[2017,6,5]],"date-time":"2017-06-05T12:50:05Z","timestamp":1496667005000},"page":"119-124","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Adaptive Multiple Kernel Self-organizing Maps for Hyperspectral Image Classification"],"prefix":"10.1145","author":[{"given":"Noha S.","family":"Khattab","sequence":"first","affiliation":[{"name":"Informatics Research Institute, City of Scientific Research &Technological Applications, Alexandria, Egypt"}]},{"given":"Shaheera","family":"Rashwan","sequence":"additional","affiliation":[{"name":"Informatics Research Institute, City of Scientific Research &Technological Applications, Alexandria, Egypt"}]},{"given":"Hala M.","family":"Ebeid","sequence":"additional","affiliation":[{"name":"Ain Shams University, Cairo, Egypt"}]},{"given":"Howida A.","family":"Shedeed","sequence":"additional","affiliation":[{"name":"Ain Shams University, Cairo, Egypt"}]},{"given":"Walaa M.","family":"Sheta","sequence":"additional","affiliation":[{"name":"Informatics Research Institute, City of Scientific Research &Technological Applications, Alexandria, Egypt"}]},{"given":"Mohamed F.","family":"Tolba","sequence":"additional","affiliation":[{"name":"Ain Shams University, Cairo, Egypt"}]}],"member":"320","published-online":{"date-parts":[[2017,1,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.12.014"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/79.974718"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4419-9170-6","volume-title":"Hyperspectral Imaging: Techniques for Spectral Detection and Classification","author":"Chang","year":"2003","unstructured":"C.-I. Chang , Hyperspectral Imaging: Techniques for Spectral Detection and Classification . New York, NY, USA : Academic , 2003 . C.-I. Chang, Hyperspectral Imaging: Techniques for Spectral Detection and Classification. New York, NY, USA: Academic, 2003."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/0034-4257(93)90012-M"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/79.974718"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/79.974715"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/79.974724"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1968.1054102"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.11.047"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015424"},{"issue":"11","key":"e_1_3_2_1_11_1","first-page":"2491","article-title":"SimpleMKL","volume":"9","author":"Rakotomamonjy F.","year":"2008","unstructured":"A. Rakotomamonjy , F. Bach , S. Canu , and Y. Grandvalet , \" SimpleMKL ,\" J. Mach. Learn. Res. , vol. 9 , no. 11 , pp. 2491 -- 2521 , Nov. 2008 . A. Rakotomamonjy, F. Bach, S. Canu, and Y. Grandvalet, \"SimpleMKL,\" J. Mach. Learn. Res., vol. 9, no. 11, pp. 2491--2521, Nov. 2008.","journal-title":"J. Mach. Learn. Res."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2051554"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2311915"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.846154"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2005.857031"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/36.763300"},{"key":"e_1_3_2_1_17_1","first-page":"118","volume-title":"International Symposium on Engineering of Intelligent Systems, (EIS'98)","volume":"2","author":"Aguilar P.L.","year":"1998","unstructured":"Aguilar , P.L. , P\u00e9rez , R.M. , Mart\u00ednez , P. , Bachiller , P. , Merch\u00e1n , A. , \" Spectra Evaluation and Recognition in the Mixture Problem Using SOFM Algorithm,\" Proc . International Symposium on Engineering of Intelligent Systems, (EIS'98) , 1998 , Vol. 2 , pp. 118 -- 124 . Aguilar, P.L., P\u00e9rez, R.M., Mart\u00ednez, P., Bachiller, P., Merch\u00e1n, A., \"Spectra Evaluation and Recognition in the Mixture Problem Using SOFM Algorithm,\" Proc. International Symposium on Engineering of Intelligent Systems, (EIS'98), 1998, Vol. 2, pp. 118--124."},{"key":"e_1_3_2_1_18_1","unstructured":"P. Mart\u00ednez J.A. Gualtieri P.L. Aguilar R.M. P\u00e9rez M. Linaje J.C. Preciado A. Plaza1 'HYPERSPECTRAL IMAGE CLASSIFICATION USING A SELF-ORGANIZING MAP.  P. Mart\u00ednez J.A. Gualtieri P.L. Aguilar R.M. P\u00e9rez M. Linaje J.C. Preciado A. Plaza1 'HYPERSPECTRAL IMAGE CLASSIFICATION USING A SELF-ORGANIZING MAP."},{"key":"e_1_3_2_1_19_1","series-title":"Springer Series in Information Science","volume-title":"Self-Organizing Maps","author":"Kohonen T.","unstructured":"Kohonen , T. , Self-Organizing Maps ( 2 nd ed.), Springer Series in Information Science . 1.995--1.997. Kohonen, T., Self-Organizing Maps (2nd ed.), Springer Series in Information Science. 1.995--1.997.","edition":"2"},{"key":"e_1_3_2_1_20_1","first-page":"105","volume-title":"European Symposium on Artificial Neural Network, ESANN'99","author":"Bruske J.","year":"1999","unstructured":"Bruske , J. and Mer\u00e9nyi , E ., 1999, \"Estimating the Intrinsic Dimensionality of Hyperspectral Images,\" Proc . European Symposium on Artificial Neural Network, ESANN'99 , Brussels, Belgium , 21-23 April , 1999 , pp. 105 -- 110 . Bruske, J. and Mer\u00e9nyi, E., 1999, \"Estimating the Intrinsic Dimensionality of Hyperspectral Images,\" Proc. European Symposium on Artificial Neural Network, ESANN'99, Brussels, Belgium, 21-23 April, 1999, pp. 105--110."},{"key":"e_1_3_2_1_21_1","first-page":"281","article-title":"A Neuronal Tool for AVIRIS Hyperspectral Unmixing","author":"Mart\u00ednez P.","year":"1999","unstructured":"Mart\u00ednez , P. , P\u00e9rez , R.M. , Aguilar , P.L. , Bachiller , P. and Diaz , P ., \" A Neuronal Tool for AVIRIS Hyperspectral Unmixing ,\" Summaries of the IX JPL Airborne Earth Science Workshop , pp. 281 -- 286 , JPL\/NASA, 1999 . Mart\u00ednez, P., P\u00e9rez, R.M., Aguilar, P.L., Bachiller, P. and Diaz, P., \"A Neuronal Tool for AVIRIS Hyperspectral Unmixing,\" Summaries of the IX JPL Airborne Earth Science Workshop, pp. 281--286, JPL\/NASA, 1999.","journal-title":"Summaries of the IX JPL Airborne Earth Science Workshop"},{"key":"e_1_3_2_1_22_1","first-page":"281","volume-title":"Summaries of the IX JPL Airborne Earth Science Workshop","author":"Aguilar P.L","year":"2000","unstructured":"Aguilar , P.L , Mart\u00ednez , P. , P\u00e9rez R.M. , Hormigo , A. , \" Abundance Extractions from AVIRIS Images Using a Self-Organizing Neural Network,\" Summaries of the IX JPL Airborne Earth Science Workshop , pp. 281 -- 286 , JPL\/NASA, 2000 a. Aguilar, P.L, Mart\u00ednez, P., P\u00e9rez R.M., Hormigo, A., \"Abundance Extractions from AVIRIS Images Using a Self-Organizing Neural Network,\" Summaries of the IX JPL Airborne Earth Science Workshop, pp. 281-- 286, JPL\/NASA, 2000a."},{"key":"e_1_3_2_1_23_1","volume-title":"International Conference on Automation, Robotics and Computer Vision, Nanyang Technological Institute","author":"Aguilar P.L.","year":"2000","unstructured":"Aguilar , P.L. , Plaza , A. , Mart\u00ednez , P. , P\u00e9rez , R.M. , \" Endmember Extraction by a Self-Organizing Neural Network on Hyperspectral Images,\" Proc . International Conference on Automation, Robotics and Computer Vision, Nanyang Technological Institute , Singapore , 2000 b. Aguilar, P.L., Plaza, A., Mart\u00ednez, P., P\u00e9rez, R.M., \"Endmember Extraction by a Self-Organizing Neural Network on Hyperspectral Images,\" Proc. International Conference on Automation, Robotics and Computer Vision, Nanyang Technological Institute, Singapore, 2000b."},{"key":"e_1_3_2_1_24_1","unstructured":"Jean-Claude Fort Patrick Letremy Marie Cottrell 'Advantages and drawbacks of the Batch Kohonen algorithm'.  Jean-Claude Fort Patrick Letremy Marie Cottrell 'Advantages and drawbacks of the Batch Kohonen algorithm'."},{"key":"e_1_3_2_1_25_1","first-page":"2491","article-title":"Simple-MKL","volume":"9","author":"Rakotomamonjy F. R.","year":"2008","unstructured":"A. Rakotomamonjy , F. R. Bach , S. Canu , and Y. Grandvalet , \" Simple-MKL ,\" J. Mach. Learn. Res. , vol. 9 , pp. 2491 -- 2521 , Nov. 2008 . A. Rakotomamonjy, F. R. Bach, S. Canu, and Y. Grandvalet, \"Simple-MKL,\" J. Mach. Learn. Res., vol. 9, pp. 2491--2521, Nov. 2008.","journal-title":"J. Mach. Learn. Res."},{"key":"e_1_3_2_1_26_1","volume-title":"Regularization, Optimization, and Beyond","author":"Sch\u00f6lkopf A. J.","year":"2002","unstructured":"B. Sch\u00f6lkopf and A. J. Smola , Learning with Kernels: Support VectorMachines , Regularization, Optimization, and Beyond . Cambridge, MA :MIT Press , 2002 . B. Sch\u00f6lkopf and A. J. Smola, Learning with Kernels: Support VectorMachines, Regularization, Optimization, and Beyond. Cambridge, MA:MIT Press, 2002."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","unstructured":"Yanfeng Gu Chen Wang Di You Yuhang Zhang Shizhe Wang and Ye Zhang ' Representative Multiple Kernel earning for classification in Hyperspectral Imagery'. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING VOL. 50 NO. 7 JULY 2012  Yanfeng Gu Chen Wang Di You Yuhang Zhang Shizhe Wang and Ye Zhang ' Representative Multiple Kernel earning for classification in Hyperspectral Imagery'. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING VOL. 50 NO. 7 JULY 2012","DOI":"10.1109\/TGRS.2011.2176341"}],"event":{"name":"ICCMS '17: 8th International Conference on Computer Modeling and Simulation","sponsor":["Central Queensland University","University of Canberra University of Canberra"],"location":"Canberra Australia","acronym":"ICCMS '17"},"container-title":["Proceedings of the 8th International Conference on Computer Modeling and Simulation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3036331.3050417","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3036331.3050417","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:50:26Z","timestamp":1750218626000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3036331.3050417"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1,20]]},"references-count":27,"alternative-id":["10.1145\/3036331.3050417","10.1145\/3036331"],"URL":"https:\/\/doi.org\/10.1145\/3036331.3050417","relation":{},"subject":[],"published":{"date-parts":[[2017,1,20]]},"assertion":[{"value":"2017-01-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}