{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:45:50Z","timestamp":1761648350883,"version":"3.40.3"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319403519"},{"type":"electronic","value":"9783319403526"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-40352-6_14","type":"book-chapter","created":{"date-parts":[[2016,5,27]],"date-time":"2016-05-27T21:54:19Z","timestamp":1464386059000},"page":"166-178","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Secondary User QoE Enhancement Through Learning Based Predictive Spectrum Access in Cognitive Radio Networks"],"prefix":"10.1007","author":[{"given":"Anirudh","family":"Agarwal","sequence":"first","affiliation":[]},{"given":"Shivangi","family":"Dubey","sequence":"additional","affiliation":[]},{"given":"Ranjan","family":"Gangopadhyay","sequence":"additional","affiliation":[]},{"given":"Soumitra","family":"Debnath","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,5,29]]},"reference":[{"key":"14_CR1","first-page":"28","volume":"2","author":"M Hoyhtya","year":"2011","unstructured":"Hoyhtya, M., Pollin, S.: Improving the performance of cognitive radios through classification, learning, and predictive channel selection. Adv. Electron. Telecommun. 2, 28\u201338 (2011)","journal-title":"Adv. Electron. Telecommun."},{"unstructured":"Azmat, F., Chen, Y., Member, S., Stocks, N., Mar, N.I.: Analysis of Spectrum Occupancy Using Machine Learning Algorithms, 0\u201322","key":"14_CR2"},{"key":"14_CR3","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1109\/MWC.2013.6507399","volume":"20","author":"X Xing","year":"2013","unstructured":"Xing, X., Jing, T., Cheng, W., Huo, Y., Cheng, X.: Spectrum prediction in cognitive radio networks. IEEE Wirel. Commun. 20, 90\u201396 (2013)","journal-title":"IEEE Wirel. Commun."},{"key":"14_CR4","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1109\/JCN.2014.000032","volume":"16","author":"J Lee","year":"2014","unstructured":"Lee, J., Park, H.-K.: Channel prediction-based channel allocation scheme for multichannel cognitive radio networks. J. Commun. Networks. 16, 209\u2013216 (2014)","journal-title":"J. Commun. Networks."},{"key":"14_CR5","doi-asserted-by":"publisher","first-page":"1578","DOI":"10.1109\/TVT.2010.2043968","volume":"59","author":"A He","year":"2010","unstructured":"He, A., Member, S., Bae, K.K., Newman, T.R., Gaeddert, J., Member, S., Kim, K., Menon, R., Morales-tirado, L., Neel, J.J., Zhao, Y., Reed, J.H., Tranter, W.H., Fellow, L.: Survey of artificial intelligence for cognitive radios. IEEE Trans. Vech. Tech. 59, 1578\u20131592 (2010)","journal-title":"IEEE Trans. Vech. Tech."},{"unstructured":"Bkassiny, M., Member, S., Li, Y., Member, S.: A Survey on Machine-Learning Techniques in Cognitive Radios, pp. 1\u201353","key":"14_CR6"},{"doi-asserted-by":"crossref","unstructured":"Tumuluru, V.K., Wang, P.W.P., Niyato, D.: A Neural Network Based Spectrum Prediction Scheme for Cognitive Radio (2010)","key":"14_CR7","DOI":"10.1109\/ICC.2010.5502348"},{"key":"14_CR8","first-page":"3","volume":"5","author":"DE Rumelhart","year":"1988","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning representations by back-propagating errors. Cog. mod. 5, 3 (1988)","journal-title":"Cog. mod."},{"issue":"2","key":"14_CR9","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1009715923555","volume":"2","author":"CJC Burges","year":"1998","unstructured":"Burges, C.J.C.: A tutorial on support vector machines for pattern recognition. Data Mining Knowl. Discov. 2(2), 121\u2013167 (1998)","journal-title":"Data Mining Knowl. Discov."},{"unstructured":"http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm","key":"14_CR10"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Cognitive Radio Oriented Wireless Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-40352-6_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,22]],"date-time":"2019-05-22T09:27:12Z","timestamp":1558517232000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-40352-6_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319403519","9783319403526"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-40352-6_14","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"29 May 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CrownCom","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Cognitive Radio Oriented Wireless Networks","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Grenoble","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 May 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 June 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"crowncom2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}