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» Online summarization of dynamic time series data
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JMS
2010
90views more  JMS 2010»
15 years 11 days ago
Prediction of Clinical Conditions after Coronary Bypass Surgery using Dynamic Data Analysis
This work studies the impact of using dynamic information as features in a machine learning algorithm for the prediction task of classifying critically ill patients in two classes ...
Kristien Van Loon, Fabián Güiza, Geert...
PAMI
2008
182views more  PAMI 2008»
15 years 1 months ago
Gaussian Process Dynamical Models for Human Motion
We introduce Gaussian process dynamical models (GPDMs) for nonlinear time series analysis, with applications to learning models of human pose and motion from high-dimensional motio...
Jack M. Wang, David J. Fleet, Aaron Hertzmann
DASFAA
2011
IEEE
525views Database» more  DASFAA 2011»
14 years 5 months ago
StreamFitter: A Real Time Linear Regression Analysis System for Continuous Data Streams
In this demo, we present the StreamFitter system for real-time regression analysis on continuous data streams. In order to perform regression on data streams, it is necessary to co...
Chandima H. Nadungodage, Yuni Xia, Fang Li, Jaehwa...
125
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CN
2000
130views more  CN 2000»
15 years 1 months ago
Automating Web navigation with the WebVCR
Recent developments in Web technology such as the inclusion of scripting languages, frames, and the growth of dynamic content, have made the process of retrieving Web content more...
Vinod Anupam, Juliana Freire, Bharat Kumar, Daniel...
132
Voted
ECRTS
2010
IEEE
15 years 3 months ago
Deadline Assignment and Tardiness Control for Real-Time Data Services
It is challenging to support the timeliness of realtime data service requests in data-intensive real-time applications such as online auction or stock trading, while maintaining t...
Yan Zhou, Kyoung-Don Kang