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ICML
2004
IEEE
14 years 10 months ago
Decision trees with minimal costs
We propose a simple, novel and yet effective method for building and testing decision trees that minimizes the sum of the misclassification and test costs. More specifically, we f...
Charles X. Ling, Qiang Yang, Jianning Wang, Shicha...
ICCAD
2003
IEEE
127views Hardware» more  ICCAD 2003»
14 years 7 months ago
Code Placement with Selective Cache Activity Minimization for Embedded Real-time Software Design
– Many embedded system designs usually impose (hard) read-time constraints on tasks. Thus, computing a tight upper bound of the worst case execution time (WCET) of a software is ...
Junhyung Um, Taewhan Kim
ISCA
1998
IEEE
143views Hardware» more  ISCA 1998»
14 years 2 months ago
Lockup-Free Instruction Fetch/Prefetch Cache Organization
In the past decade. there has been much literature describing various cache organizatrons that exploit general programming idiosyncrasies to obtain maxrmum hit rate (the probabili...
David Kroft
SDM
2010
SIAM
218views Data Mining» more  SDM 2010»
13 years 11 months ago
Confidence-Based Feature Acquisition to Minimize Training and Test Costs
We present Confidence-based Feature Acquisition (CFA), a novel supervised learning method for acquiring missing feature values when there is missing data at both training and test...
Marie desJardins, James MacGlashan, Kiri L. Wagsta...
ENVSOFT
2007
78views more  ENVSOFT 2007»
13 years 10 months ago
A multi-model approach to analysis of environmental phenomena
Abstract: This paper introduces a novel data-driven methodology named Evolutionary Polynomial Regression (EPR), which permits the multi-purpose modelling of physical phenomena, thr...
Orazio Giustolisi, Angelo Doglioni, D. A. Savic, B...