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» Verification via Structure Simulation
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103
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UAI
2008
14 years 11 months ago
Feature Selection via Block-Regularized Regression
Identifying co-varying causal elements in very high dimensional feature space with internal structures, e.g., a space with as many as millions of linearly ordered features, as one...
Seyoung Kim, Eric P. Xing
74
Voted
ICCAD
2007
IEEE
67views Hardware» more  ICCAD 2007»
15 years 7 months ago
Stabilizing schemes for piecewise-linear reduced order models via projection and weighting functions
— In this paper we present several results concerning the stabilization of piecewise-linear reduced order models. We include proofs of internal and external stability for models ...
Bradley N. Bond, Luca Daniel
78
Voted
IROS
2006
IEEE
107views Robotics» more  IROS 2006»
15 years 4 months ago
Heterogeneous and Hierarchical Cooperative Learning via Combining Decision Trees
Abstract— Decision trees, being human readable and hierarchically structured, provide a suitable mean to derive state-space abstraction and simplify the inclusion of the availabl...
Masoud Asadpour, Majid Nili Ahmadabadi, Roland Sie...
66
Voted
CSDA
2007
108views more  CSDA 2007»
14 years 10 months ago
Nonlinear random effects mixture models: Maximum likelihood estimation via the EM algorithm
Nonlinear random effects models with finite mixture structures are used to identify polymorphism in pharmacokinetic/ pharmacodynamic (PK/PD) phenotypes. An EM algorithm for maxim...
Xiaoning Wang, Alan Schumitzky, David Z. D'Argenio
DATE
1999
IEEE
172views Hardware» more  DATE 1999»
15 years 2 months ago
An Object-Based Executable Model for Simulation of Real-Time Hw/Sw Systems
This paper describes a simulation technique for RealTime Hw/Sw systems based on an object executable model. It allows designers to seamlessly estimate and verify their solutions f...
Olivier Pasquier, Jean Paul Calvez