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NECO
1998
83views more  NECO 1998»
15 years 6 months ago
Properties of Support Vector Machines
Support Vector Machines (SVMs) perform pattern recognition between two point classes by nding a decision surface determined by certain points of the training set, termed Support V...
Massimiliano Pontil, Alessandro Verri
RE
2002
Springer
15 years 6 months ago
Automating Speculative Queries through Event-Based Requirements Traceability
Posing speculative questions about a software system is an important yet often unsupported activity. Current impact analysis techniques tend to focus upon the functionality of the...
Jane Cleland-Huang, Carl K. Chang, Gaurav Sethi, K...
TCAD
2002
115views more  TCAD 2002»
15 years 6 months ago
Analytical models for crosstalk excitation and propagation in VLSI circuits
We develop a general methodology to analyze crosstalk effects that are likely to cause errors in deep submicron high speed circuits. We focus on crosstalk due to capacitive coupli...
Wei-Yu Chen, Sandeep K. Gupta, Melvin A. Breuer
TIT
2002
164views more  TIT 2002»
15 years 6 months ago
On the generalization of soft margin algorithms
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
John Shawe-Taylor, Nello Cristianini
MOR
2007
149views more  MOR 2007»
15 years 6 months ago
LP Rounding Approximation Algorithms for Stochastic Network Design
Real-world networks often need to be designed under uncertainty, with only partial information and predictions of demand available at the outset of the design process. The field ...
Anupam Gupta, R. Ravi, Amitabh Sinha