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» Modeling synchronized time series
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SDM
2007
SIAM
171views Data Mining» more  SDM 2007»
13 years 11 months ago
A Better Alternative to Piecewise Linear Time Series Segmentation
Time series are difficult to monitor, summarize and predict. Segmentation organizes time series into few intervals having uniform characteristics (flatness, linearity, modality,...
Daniel Lemire
CORR
2010
Springer
63views Education» more  CORR 2010»
13 years 9 months ago
XQ2P: Efficient XQuery P2P Time Series Processing
In this demonstration, we propose a model for the management of XML time series (TS), using the new XQuery
Bogdan Butnaru, Benjamin Nguyen, Georges Gardarin,...
CVPR
1999
IEEE
14 years 11 months ago
Time-Series Classification Using Mixed-State Dynamic Bayesian Networks
We present a novel mixed-state dynamic Bayesian network (DBN) framework for modeling and classifying timeseries data such as object trajectories. A hidden Markov model (HMM) of di...
Vladimir Pavlovic, Brendan J. Frey, Thomas S. Huan...
IJCNN
2007
IEEE
14 years 4 months ago
Neural Network Ensembles for Time Series Prediction
— Rapidly evolving businesses generate massive amounts of time-stamped data sequences and defy a demand for massively multivariate time series analysis. For such data the predict...
Dymitr Ruta, Bogdan Gabrys
MMM
2008
Springer
158views Multimedia» more  MMM 2008»
14 years 4 months ago
Similarity Search in Multimedia Time Series Data Using Amplitude-Level Features
Effective similarity search in multi-media time series such as video or audio sequences is important for content-based multi-media retrieval applications. We propose a framework th...
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kr...