{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T20:06:00Z","timestamp":1725566760089},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642151101"},{"type":"electronic","value":"9783642151118"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15111-8_4","type":"book-chapter","created":{"date-parts":[[2010,9,29]],"date-time":"2010-09-29T08:23:31Z","timestamp":1285748611000},"page":"57-72","source":"Crossref","is-referenced-by-count":5,"title":["A Comparative Study of Blog Comments Spam Filtering with Machine Learning Techniques"],"prefix":"10.1007","author":[{"given":"Christian","family":"Romero","sequence":"first","affiliation":[]},{"given":"Mario","family":"Garcia-Valdez","sequence":"additional","affiliation":[]},{"given":"Arnulfo","family":"Alanis","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"4_CR1","unstructured":"Tretyakov, K.: Machine Learning Techniques in Spam Filtering. Institute of Computer Science, University of Tartu (2004)"},{"key":"4_CR2","unstructured":"Aas, K., Eikvil, L.: Text categorization. A survey (1999), http:\/\/citeseer.ist.psu.edu\/aas99text.html"},{"key":"4_CR3","volume-title":"An introduction to support Vector Machines and other Kernel Based Learning Methods","author":"N. Cristianini","year":"2003","unstructured":"Cristianini, N., Shewe-Taylor, J.: An introduction to support Vector Machines and other Kernel Based Learning Methods. Cambridge University Press, Cambridge (2003)"},{"key":"4_CR4","volume-title":"Learning and soft computing","author":"V. Kecman","year":"2001","unstructured":"Kecman, V.: Learning and soft computing. The MIT Press, Cambridge (2001)"},{"key":"4_CR5","unstructured":"Haykin, S.: Neural Networks: A Comprehensive Foundation. Practice Hall (1998)"},{"key":"4_CR6","unstructured":"Androutsopoulos, I., et al.: Learning to filter Spam E-mail: A comparison of Na\u00efve Bayesian and a Memory-Based Approach"},{"key":"4_CR7","unstructured":"Androutsopoulos, I., et al.: An experimental comparison of Na\u00efve Bayesian and Keywords-Based Anti-Spam filtering with Personal E-mail"},{"key":"4_CR8","doi-asserted-by":"crossref","unstructured":"Cortes, C., Vapnik, V.: Support Vector Networks. Machine Learning (1995)","DOI":"10.1007\/BF00994018"},{"key":"4_CR9","volume-title":"The Nature of Statistical Learning Theory","author":"N. Vladimir","year":"1995","unstructured":"Vladimir, N., Vapnik, V.: The Nature of Statistical Learning Theory. Springer, New York (1995)"},{"key":"4_CR10","unstructured":"Mishne, G., Carmel, D., Lempel, R.: Bocking Blog Spam with Language Model Disagreement"},{"key":"4_CR11","unstructured":"Mishne, G.: Using Blogs Properties to Improve Retrieval"},{"key":"4_CR12","unstructured":"Kolari, P., Finin, T., Joshi, A.: SVMs for the Blogsphere: Blog Identification and Splog Detection. In: AAAI Spring Symposium on Computational Approaches to Analysis Weblogs (2006)"},{"key":"4_CR13","unstructured":"Cormack, G., Gomez, J.M., Puertas, E.: Spam Filterin For Shot Messages"},{"key":"4_CR14","unstructured":"Holdens, S.: Spam Filters (2004), http:\/\/freshment.net\/articles\/view\/964"},{"key":"4_CR15","doi-asserted-by":"crossref","unstructured":"Cost, S., Salzberg, S.: A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features. Machine Learning (1992)","DOI":"10.1007\/BF00993481"},{"key":"4_CR16","unstructured":"Cover, T.M., Hart, P.E.: Nearest Neighbor Pattern Classification. Knowledge Based Systems (1995)"},{"key":"4_CR17","unstructured":"Goldstain, M.: K-Nearest Neighbor Classification (1972)"},{"key":"4_CR18","doi-asserted-by":"crossref","unstructured":"Bishop, C.M.: Neural Networks for Pattern Recognitions. Oxford University Press, U.K. (1995)","DOI":"10.1201\/9781420050646.ptb6"},{"key":"4_CR19","unstructured":"Ning Tan, P., Steinbach, M., Kumar, V.: Introduction to Data Maning. Adison Wesley (2006)"},{"key":"4_CR20","unstructured":"Arasu, A., Novak, J., Tomkins, A., Tomlin, J.: PageRank computation and the structure of the web: Experiments and algorithms. In: Proceedings of the Eleventh International World Wide Web Conference, Poster Track. Brisbane, Australia, pp. 107\u2013117 (2002), http:\/\/citeseerx.ist.psu.edu\/viewdoc\/download?doi=10.1.1.18.5264&rep=rep1&type=pdf"}],"container-title":["Studies in Computational Intelligence","Soft Computing for Recognition Based on Biometrics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15111-8_4.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T03:01:13Z","timestamp":1606186873000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15111-8_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642151101","9783642151118"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15111-8_4","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2010]]}}}