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IJCNN
2007
IEEE
15 years 11 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
JCNS
2007
84views more  JCNS 2007»
15 years 5 months ago
Non-parametric detection of temporal order across pairwise measurements of time delays
Neuronal synchronization is often associated with small time delays, and these delays can change as a function of stimulus properties. Investigation of time delays can be cumbersom...
Danko Nikolic
FORTE
1997
15 years 6 months ago
On-Line Timed Protocol Trace Analysis Based on Uncertain State Descriptions
This paper presents a new approach to the task of passive protocol tracing. The method called FollowSM for the first time meets all requirements of practical in-field use, inclu...
Marek Musial
DMIN
2006
138views Data Mining» more  DMIN 2006»
15 years 6 months ago
Financial Time Series Segmentation based on Specialized Binary Tree Representation
Segmentation is one of the fundamental components in time series data mining. One of the uses of the time series segmentation is trend analysis - to segment the time series into pr...
Tak-Chung Fu, Fu-Lai Chung, Chak-man Ng
NIPS
2007
15 years 6 months ago
Inferring Elapsed Time from Stochastic Neural Processes
Many perceptual processes and neural computations, such as speech recognition, motor control and learning, depend on the ability to measure and mark the passage of time. However, ...
Misha Ahrens, Maneesh Sahani