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UAI
2003
15 years 7 months ago
On the Convergence of Bound Optimization Algorithms
Many practitioners who use EM and related algorithms complain that they are sometimes slow. When does this happen, and what can be done about it? In this paper, we study the gener...
Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahra...
DASFAA
2010
IEEE
225views Database» more  DASFAA 2010»
15 years 5 months ago
Mining Regular Patterns in Data Streams
Discovering interesting patterns from high-speed data streams is a challenging problem in data mining. Recently, the support metric-based frequent pattern mining from data stream h...
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed,...
CCS
2010
ACM
15 years 5 months ago
AccessMiner: using system-centric models for malware protection
Models based on system calls are a popular and common approach to characterize the run-time behavior of programs. For example, system calls are used by intrusion detection systems...
Andrea Lanzi, Davide Balzarotti, Christopher Krueg...
IJNSEC
2008
127views more  IJNSEC 2008»
15 years 5 months ago
Inter-domain Routing Stability Dynamics During Infrastructure Stress Events: The Internet Worm Menace
The Internet is crucial to business, government, education and many other facets of society and its continuing scalability places serious challenges on the routing system's c...
Francesco Palmieri
IVS
2008
145views more  IVS 2008»
15 years 5 months ago
Towards a taxonomy of movement patterns
A review of research that has been carried out on data mining and visual analysis of movement patterns suggests that there is little agreement on the relevant types of movement pa...
Somayeh Dodge, Robert Weibel, Anna-Katharina Laute...