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» Sampling-rate-aware noise generation
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IJCNN
2007
IEEE
14 years 2 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
CEAS
2007
Springer
14 years 2 months ago
Hardening Fingerprinting by Context
Near-duplicate detection is not only an important pre and post processing task in Information Retrieval but also an effective spam-detection technique. Among different approache...
Aleksander Kolcz, Abdur Chowdhury
SGAI
2007
Springer
14 years 2 months ago
Evolving a Dynamic Predictive Coding Mechanism for Novelty Detection
Novelty detection is a machine learning technique which identifies new or unknown information in large data sets. We present our current work on the construction of a new novelty...
Simon J. Haggett, Dominique F. Chu, Ian W. Marshal...
ICIAR
2005
Springer
14 years 1 months ago
Color Indexing by Nonparametric Statistics
A method for color indexing is proposed that is based upon nonparametric statistical techniques. Nonparametrics compare the ordinal rankings of sample populations, and maintain the...
Ian Fraser, Michael A. Greenspan
ISVC
2005
Springer
14 years 1 months ago
Structural and Textural Skeletons for Noisy Shapes
The extraction of consistent skeletons in the presence of boundary noise is still a problem for most skeletonization algorithms. Many suppress skeletons associated with boundary pe...
Wooi-Boon Goh, Kai-Yun Chan