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SMS Spam Detection Using Noncontent Features
Nov.-Dec. 2012 (vol. 27 no. 6)
pp. 44-51
| ASCII Text | x | ||
| Qian Xu, Evan Wei Xiang, Qiang Yang, Jiachun Du, Jieping Zhong, "SMS Spam Detection Using Noncontent Features," IEEE Intelligent Systems, vol. 27, no. 6, pp. 44-51, Nov.-Dec., 2012. | |||
| BibTex | x | ||
| @article{ 10.1109/MIS.2012.3, author = {Qian Xu and Evan Wei Xiang and Qiang Yang and Jiachun Du and Jieping Zhong}, title = {SMS Spam Detection Using Noncontent Features}, journal ={IEEE Intelligent Systems}, volume = {27}, number = {6}, issn = {1541-1672}, year = {2012}, pages = {44-51}, doi = {http://doi.ieeecomputersociety.org/10.1109/MIS.2012.3}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - MGZN JO - IEEE Intelligent Systems TI - SMS Spam Detection Using Noncontent Features IS - 6 SN - 1541-1672 SP44 EP51 EPD - 44-51 A1 - Qian Xu, A1 - Evan Wei Xiang, A1 - Qiang Yang, A1 - Jiachun Du, A1 - Jieping Zhong, PY - 2012 KW - Support vector machines KW - Feature extraction KW - Classification algorithms KW - Electronic mail KW - Telecommunications KW - Short message services KW - Unsolicited electronic mail KW - data mining KW - Support vector machines KW - Feature extraction KW - Classification algorithms KW - Electronic mail KW - Telecommunications KW - Short message services KW - Unsolicited electronic mail KW - Short Message Service KW - spam detection KW - SMS spam KW - social media spam VL - 27 JA - IEEE Intelligent Systems ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MIS.2012.3
Short Message Service text messages are indispensable, but they face a serious problem from spamming. This service-side solution uses graph data mining to distinguish spammers from nonspammers and detect spam without checking a message's contents.
Index Terms:
Support vector machines,Feature extraction,Classification algorithms,Electronic mail,Telecommunications,Short message services,Unsolicited electronic mail,data mining,Support vector machines,Feature extraction,Classification algorithms,Electronic mail,Telecommunications,Short message services,Unsolicited electronic mail,Short Message Service,spam detection,SMS spam,social media spam
Citation:
Qian Xu, Evan Wei Xiang, Qiang Yang, Jiachun Du, Jieping Zhong, "SMS Spam Detection Using Noncontent Features," IEEE Intelligent Systems, vol. 27, no. 6, pp. 44-51, Nov.-Dec. 2012, doi:10.1109/MIS.2012.3
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