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NIPS
2007
15 years 5 months ago
SpAM: Sparse Additive Models
We present a new class of models for high-dimensional nonparametric regression and classification called sparse additive models (SpAM). Our methods combine ideas from sparse line...
Pradeep D. Ravikumar, Han Liu, John D. Lafferty, L...
PAKDD
2009
ACM
120views Data Mining» more  PAKDD 2009»
16 years 1 months ago
Detecting Link Hijacking by Web Spammers.
Abstract. Since current search engines employ link-based ranking algorithms as an important tool to decide a ranking of sites, Web spammers are making a significant effort to man...
Masaru Kitsuregawa, Masashi Toyoda, Young-joo Chun...
CEAS
2008
Springer
15 years 6 months ago
Social Honeypots: Making Friends With A Spammer Near You
Social networking communities have become an important communications platform, but the popularity of these communities has also made them targets for a new breed of social spamme...
Steve Webb, James Caverlee, Calton Pu
131
Voted
GLOBECOM
2008
IEEE
15 years 11 months ago
Support Vector Machines and Random Forests Modeling for Spam Senders Behavior Analysis
— Unwanted and malicious messages dominate Email traffic and pose a great threat to the utility of email communications. Reputation systems have been getting momentum as the sol...
Yuchun Tang, Sven Krasser, Yuanchen He, Weilai Yan...
HICSS
2007
IEEE
111views Biometrics» more  HICSS 2007»
15 years 10 months ago
Genre, Narrative and the "Nigerian Letter" in Electronic Mail
Spam, or unsolicited email, has become an unavoidable fact of life for anyone with an email account. Spam emails generally reflect genres seen in traditional print format such as ...
Wendy L. Cukier, Eva J. Nesselroth, Susan Cody