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ICML
2004
IEEE
14 years 2 months ago
Active learning using pre-clustering
The paper is concerned with two-class active learning. While the common approach for collecting data in active learning is to select samples close to the classification boundary,...
Hieu Tat Nguyen, Arnold W. M. Smeulders
ISIPTA
2003
IEEE
130views Mathematics» more  ISIPTA 2003»
14 years 2 months ago
Some Results on Generalized Coherence of Conditional Probability Bounds
Based on the coherence principle of de Finetti and a related notion of generalized coherence (g-coherence), we adopt a probabilistic approach to uncertainty based on conditional p...
Veronica Biazzo, Angelo Gilio, Giuseppe Sanfilippo
ITC
2003
IEEE
222views Hardware» more  ITC 2003»
14 years 2 months ago
Race: A Word-Level ATPG-Based Constraints Solver System For Smart Random Simulation
Functional verification of complex designs largely relies on the use of simulation in conjunction high-level verification languages (HVL) and test-bench automation (TBA) tools. In...
Mahesh A. Iyer
GSN
2009
Springer
140views Sensor Networks» more  GSN 2009»
14 years 1 months ago
Estimation of Pollutant-Emitting Point-Sources Using Resource-Constrained Sensor Networks
We present an algorithm that makes an appropriate use of a Kalman filter combined with a geometric computation with respect to the localisation of a pollutant-emitting point sourc...
Michael Zoumboulakis, George Roussos
FCCM
2000
IEEE
131views VLSI» more  FCCM 2000»
14 years 1 months ago
A Reliable LZ Data Compressor on Reconfigurable Coprocessors
Data compression techniques based on Lempel-Ziv (LZ) algorithm are widely used in a variety of applications, especially in data storage and communications. However, since the LZ a...
Wei-Je Huang, Nirmal R. Saxena, Edward J. McCluske...