Signal Processing Techniques for Knowledge Extraction and Information Fusion

This state-of-the-art resource brings together the latest findings from the cross-fertilization of signal processing, machine learning and computer science. The emphasis is on demonstrating synergy of different signal processing methods with knowledge extraction and heterogeneous information fusion....

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Mandic, Danilo (Editor ), Golz, Martin (Editor ), Kuh, Anthony (Editor ), Obradovic, Dragan (Editor ), Tanaka, Toshihisa (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Temas:
Signal processing.
Telecommunication.
Data mining.
Signal, Speech and Image Processing .
Communications Engineering, Networks.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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