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HICSS
2006
IEEE
97views Biometrics» more  HICSS 2006»
16 years 1 months ago
Dynamically Optimizing Parameters in Support Vector Regression: An Application of Electricity Load Forecasting
This study develops a novel model, GA-SVR, for parameters optimization in support vector regression and implements this new model in a problem forecasting maximum electrical daily...
Chin-Chia Hsu, Chih-Hung Wu, Shih-Chien Chen, Kang...
ICDM
2005
IEEE
128views Data Mining» more  ICDM 2005»
16 years 21 days ago
An Expected Utility Approach to Active Feature-Value Acquisition
In many classification tasks training data have missing feature values that can be acquired at a cost. For building accurate predictive models, acquiring all missing values is of...
Prem Melville, Foster J. Provost, Raymond J. Moone...
SIGMETRICS
2005
ACM
104views Hardware» more  SIGMETRICS 2005»
16 years 19 days ago
Message delay in MANET
A generic stochastic model with only two input parameters is introduced to evaluate the message delay in mobile ad hoc networks (MANETs) where nodes may relay messages. The Laplac...
Robin Groenevelt, Philippe Nain, Ger Koole
CONTEXT
2005
Springer
16 years 19 days ago
Utilizing Visual Attention for Cross-Modal Coreference Interpretation
In this paper, we describe an exploratory study to develop a model of visual attention that could aid automatic interpretation of exophors in situated dialog. The model is intended...
Donna K. Byron, Thomas Mampilly, Vinay Sharma, Tia...
CDC
2009
IEEE
131views Control Systems» more  CDC 2009»
15 years 11 months ago
Optimal and adaptive battery discharge strategies for Cyber-Physical Systems
Abstract— We introduce a dynamic battery model that describes the variations of the capacity of a battery under time varying discharge current. This model is input-output equival...
Fumin Zhang, Zhenwu Shi