{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T12:49:30Z","timestamp":1743079770617,"version":"3.40.3"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030150341"},{"type":"electronic","value":"9783030150358"}],"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\/978-3-030-15035-8_60","type":"book-chapter","created":{"date-parts":[[2019,3,14]],"date-time":"2019-03-14T12:30:46Z","timestamp":1552566646000},"page":"623-632","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Stochastic Methods to Find Maximum Likelihood for Spam E-mail Classification"],"prefix":"10.1007","author":[{"given":"Seyed M.-H.","family":"Mansourbeigi","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,3,15]]},"reference":[{"key":"60_CR1","unstructured":"Sahami, M., Dumais, S., Heckerman, D., Horvitz, E.: A Bayesian approach to filtering junk e-mail. In: AAAI 1998 Workshop on Learning for Text Categorization (1998)"},{"key":"60_CR2","unstructured":"Al-Jarrah, O., Khaterz, I., Al-Duwairi, B.: Identifying potentially useful email header features for email spam filtering. In: ICDS The Sixth International Conference on Digital Society (2012)"},{"issue":"1","key":"60_CR3","doi-asserted-by":"publisher","first-page":"173","DOI":"10.5121\/ijcsit.2011.3112","volume":"3","author":"WA Awad","year":"2011","unstructured":"Awad, W.A., ELseuofi, S.M.: Machine learning methods for spam e-mail classification. Int. J. Comput. Sci. Inform. Technol. 3(1), 173\u2013184 (2011)","journal-title":"Int. J. Comput. Sci. Inform. Technol."},{"key":"60_CR4","doi-asserted-by":"crossref","unstructured":"Eberhardt, J.J.: Bayesian spam detection. Scholarly Horizons: University of Minnesota, Morris Journal, vol. 2, no. 1 (2015)","DOI":"10.61366\/2576-2176.1024"},{"key":"60_CR5","doi-asserted-by":"crossref","unstructured":"Freeman, D.M.: Using naive Bayes to detect spammy names in social networks. In: Proceedings of the 2013 ACM Workshop on Artificial Intelligence and Security, AISec 2013, pp. 3\u201312. New York (2013)","DOI":"10.1145\/2517312.2517314"},{"key":"60_CR6","unstructured":"Lee, S., Jeong, I., Choi, S.: Dynamically weighted hidden Markov model for spam deobfuscation. In: IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, pp. 2523\u20132529 (2007)"},{"key":"60_CR7","unstructured":"Lee, H., Ng, A.Y.: Spam deobfuscation using a hidden Markov model. In: Proceedings of the 2nd Conference on Email and Anti-Spam, Stanford University (2005)"},{"issue":"7","key":"60_CR8","first-page":"304","volume":"3","author":"V Jaswal","year":"2013","unstructured":"Jaswal, V., Sood, N.: Spam detection system using hidden Markov model. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 3(7), 304\u2013308 (2013)","journal-title":"Int. J. Adv. Res. Comput. Sci. Softw. Eng."},{"issue":"10","key":"60_CR9","first-page":"63","volume":"2","author":"S Roy","year":"2013","unstructured":"Roy, S., Patra, A., Sau, S., Mandal, K., Kunar, S.: An efficient spam filtering techniques for email account. Am. J. Eng. Res. 2(10), 63\u201373 (2013)","journal-title":"Am. J. Eng. Res."},{"issue":"2","key":"60_CR10","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1109\/TIT.1967.1054010","volume":"13","author":"AJ Viterbi","year":"1967","unstructured":"Viterbi, A.J.: Error bounds for convolutional codes and an asymptotically optimum decoding algorithm. IEEE Trans. Inf. Theor. 13(2), 260\u2013267 (1967)","journal-title":"IEEE Trans. Inf. Theor."},{"key":"60_CR11","unstructured":"Papoulis, A.: Probability, Random Variables, and Stochastic Processes. McGraw-Hill Series in Electrical Engineering, 3rd edn. (1991)"}],"container-title":["Advances in Intelligent Systems and Computing","Web, Artificial Intelligence and Network Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-15035-8_60","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T14:02:14Z","timestamp":1694700134000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-15035-8_60"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030150341","9783030150358"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-15035-8_60","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"15 March 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WAINA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Workshops of the International Conference on Advanced Information Networking and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Matsue","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 March 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 March 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"33","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"waina2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/aina\/2019\/workshops.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}