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WSC
1996
13 years 7 months ago
Dynamic simulation for time series modeling
Harriet Black Nembhard, David A. Nembhard
IDEAL
2004
Springer
13 years 11 months ago
Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data
Many time series exhibit dynamics over vastly different time scales. The standard way to capture this behavior is to assume that the slow dynamics are a “trend”, to de-trend t...
Michael Small
ICCV
2009
IEEE
14 years 11 months ago
Time Series Prediction by Chaotic Modeling of Nonlinear Dynamical Systems
We use concepts from chaos theory in order to model nonlinear dynamical systems that exhibit deterministic behavior. Observed time series from such a system can be embedded into...
Arslan Basharat, Mubarak Shah
KDD
2009
ACM
172views Data Mining» more  KDD 2009»
13 years 10 months ago
Learning dynamic temporal graphs for oil-production equipment monitoring system
Learning temporal graph structures from time series data reveals important dependency relationships between current observations and histories. Most previous work focuses on learn...
Yan Liu, Jayant R. Kalagnanam, Oivind Johnsen
ENVSOFT
2008
79views more  ENVSOFT 2008»
13 years 6 months ago
A Lagrangian tool for modelling ichthyoplankton dynamics
Ichthyop is a free Java tool designed to study the effects of physical and biological factors on ichthyoplankton dynamics. It incorporates the most important processes involved in...
Christophe Lett, Philippe Verley, Christian Mullon...