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» Support vector machine for functional data classification
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118
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SDM
2009
SIAM
191views Data Mining» more  SDM 2009»
15 years 11 months ago
Adaptive Concept Drift Detection.
An established method to detect concept drift in data streams is to perform statistical hypothesis testing on the multivariate data in the stream. Statistical decision theory off...
Anton Dries, Ulrich Rückert
139
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ICRA
2008
IEEE
185views Robotics» more  ICRA 2008»
15 years 9 months ago
Human detection using multimodal and multidimensional features
— This paper presents a novel human detection method based on a Bayesian fusion approach using laser range data and camera images. Laser range data analysis groups data points wi...
Luciano Spinello, Roland Siegwart
143
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ICDM
2006
IEEE
193views Data Mining» more  ICDM 2006»
15 years 8 months ago
Feature Subset Selection on Multivariate Time Series with Extremely Large Spatial Features
Several spatio-temporal data collected in many applications, such as fMRI data in medical applications, can be represented as a Multivariate Time Series (MTS) matrix with m rows (...
Hyunjin Yoon, Cyrus Shahabi
128
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ICMCS
2006
IEEE
113views Multimedia» more  ICMCS 2006»
15 years 8 months ago
Steganalysis based on Markov Model of Thresholded Prediction-Error Image
A steganalysis system based on 2-D Markov chain of thresholded prediction-error image is proposed in this paper. Image pixels are predicted with their neighboring pixels, and the ...
Dekun Zou, Yun Q. Shi, Wei Su, Guorong Xuan
252
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FM
2011
Springer
357views Formal Methods» more  FM 2011»
14 years 6 months ago
TraceContract: A Scala DSL for Trace Analysis
Abstract. In this paper we describe TRACECONTRACT, an API for trace analysis, implemented in the SCALA programming language. We argue that for certain forms of trace analysis the b...
Howard Barringer, Klaus Havelund