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Signal Processing Techniques for Knowledge Extraction and Information Fusion By Danilo Mandic

Signal Processing Techniques for Knowledge Extraction and Information Fusion by Danilo Mandic

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Summary

This book brings together the latest research achievements from signal processing and related disciplines, consolidating existing and proposed directions in DSP-based knowledge extraction and information fusion.

Signal Processing Techniques for Knowledge Extraction and Information Fusion Summary

Signal Processing Techniques for Knowledge Extraction and Information Fusion by Danilo Mandic

This book brings together the latest research achievements from signal processing and related disciplines, consolidating existing and proposed directions in DSP-based knowledge extraction and information fusion. The book includes contributions presenting both novel algorithms and existing applications, emphasizing on-line processing of real-world data. Readers discover applications that solve biomedical, industrial, and environmental problems.

Table of Contents

Collaborative Signal Processing Algorithms.- Collaborative Adaptive Filters for Online Knowledge Extraction and Information Fusion.- Wind Modelling and its Possible Application to Control of Wind Farms.- Hierarchical Filters in a Collaborative Filtering Framework for System Identification and Knowledge Retrieval.- Acoustic Parameter Extraction From Occupied Rooms Utilizing Blind Source Separation.- Signal Processing for Source Localization.- Sensor Network Localization Using Least Squares Kernel Regression.- Adaptive Localization in Wireless Networks.- Signal Processing Methods for Doppler Radar Heart Rate Monitoring.- Multimodal Fusion for Car Navigation Systems.- Information Fusion in Imaging.- Cue and Sensor Fusion for Independent Moving Objects Detection and Description in Driving Scenes.- Distributed Vision Networks for Human Pose Analysis.- Skin Color Separation and Synthesis for E-Cosmetics.- ICA for Fusion of Brain Imaging Data.- Knowledge Extraction in Brain Science.- Complex Empirical Mode Decomposition for Multichannel Information Fusion.- Information Fusion for Perceptual Feedback: A Brain Activity Sonification Approach.- Advanced EEG Signal Processing in Brain Death Diagnosis.- Automatic Knowledge Extraction: Fusion of Human Expert Ratings and Biosignal Features for Fatigue Monitoring Applications.

Additional information

NLS9781441944955
9781441944955
1441944958
Signal Processing Techniques for Knowledge Extraction and Information Fusion by Danilo Mandic
New
Paperback
Springer-Verlag New York Inc.
2010-11-04
320
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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