Sciweavers

4176 search results - page 554 / 836
» Parallelizing Support Vector Machines on Distributed Compute...
Sort
View
NIPS
2007
15 years 8 months ago
Stability Bounds for Non-i.i.d. Processes
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...
Mehryar Mohri, Afshin Rostamizadeh
TCSV
2008
139views more  TCSV 2008»
15 years 6 months ago
Trajectory-Based Anomalous Event Detection
Abstract--During the last years, the task of automatic event analysis in video sequences has gained an increasing attention among the research community. The application domains ar...
Claudio Piciarelli, Christian Micheloni, Gian Luca...
TIP
2008
175views more  TIP 2008»
15 years 6 months ago
Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification
Previous research applying kernel methods such as support vector machines (SVMs) to hyperspectral image classification has achieved performance competitive with the best available ...
Baofeng Guo, Steve R. Gunn, Robert I. Damper, Jame...
ICDCS
2007
IEEE
16 years 27 days ago
A Virtual Node-Based Tracking Algorithm for Mobile Networks
— We introduce a virtual-node based mobile object tracking algorithm for mobile sensor networks, VINESTALK. The algorithm uses the Virtual Stationary Automata programming layer, ...
Tina Nolte, Nancy A. Lynch
ICDCS
2003
IEEE
15 years 12 months ago
Responsive Security for Stored Data
We present the design of a distributed store that offers various levels of security guarantees while tolerating a limited number of nodes that are compromised by an adversary. The...
Subramanian Lakshmanan, Mustaque Ahamad, H. Venkat...