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IJCAI
2007
13 years 11 months ago
Detect and Track Latent Factors with Online Nonnegative Matrix Factorization
Detecting and tracking latent factors from temporal data is an important task. Most existing algorithms for latent topic detection such as Nonnegative Matrix Factorization (NMF) h...
Bin Cao, Dou Shen, Jian-Tao Sun, Xuanhui Wang, Qia...
ISI
2007
Springer
13 years 10 months ago
Host Based Intrusion Detection using Machine Learning
—Detecting unknown malicious code (malcode) is a challenging task. Current common solutions, such as anti-virus tools, rely heavily on prior explicit knowledge of specific instan...
Robert Moskovitch, Shay Pluderman, Ido Gus, Dima S...
KBSE
2007
IEEE
14 years 4 months ago
Automated detection of api refactorings in libraries
Software developers often do not build software from scratch but reuse software libraries. In theory, the APIs of a library should be stable, but in practice they do change and th...
Kunal Taneja, Danny Dig, Tao Xie
SAC
2006
ACM
14 years 4 months ago
Template detection for large scale search engines
Templates in web sites hurt search engine retrieval performance, especially in content relevance and link analysis. Current template removal methods suffer from processing speed ...
Liang Chen, Shaozhi Ye, Xing Li
GLOBECOM
2009
IEEE
14 years 2 months ago
Detecting Identity Spoofs in IEEE 802.11e Wireless Networks
Abstract--Wireless networks are vulnerable to identity spoofing attacks, where an attacker can forge the MAC address of his wireless device to assume the identity of another victim...
Gayathri Chandrasekaran, John-Austen Francisco, Vi...