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Items for "feature extraction"

A Systematic Designing Approach for Signal-based Fault Diagnosis System, Part 1

This paper deals with the design methodology of fault diagnosis systems based on signal analysis. Fault diagnosis systems generaly have to be engineered individualy, therefore it is of interest to develop tools and schematic design process as aimed in this paper, which reduce the engineering expense...

Keywords: Fault detection, fault diagnosis, feature extraction, feature selection, classification

01/2006 | at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag

A Systematic Designing Approach for Signal-based Fault Diagnosis System, Part 2

Part 1 of this article dealt with the design methodology of fault diagnosis systems based on signal analysis...

Keywords: Fault detection, fault diagnosis, feature extraction, feature selection, process valve

02/2006 | at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag

Marker Identification and Classification of Cancer Types Using Gene Expression Data and SIMCA

OBJECTIVES: High-throughput technologies are radically boosting the understanding of living systems, thus creating enormous opportunities to elucidate the biological processes of cells in different physiological states...

Keywords: Gene Expression Data, SIMCA, PCA, feature extraction, classification

01/2004 | Methods of Information in Medicine, Schattauer

Wavelet-based Segmentation and Feature Extraction of Heart Sounds for Intelligent PDA-based Phonocardiography

OBJECTIVES: Many pathological conditions of the cardiovascular system cause murmurs and aberrations in heart sounds...

Keywords: Advanced biomedical signal processing, feature extraction, heart sound analysis, intelligent phonocardiography, wavelet decomposition

01/2007 | Methods of Information in Medicine, Schattauer

From diagnostics to therapy – conceptual basis for real-time movement feedback in rehabilitation medicine

Recently, locomotion therapy on a treadmill has become part of rehabilitation programs for neurological gait disorders (spinal cord injury, hemiplegia)...

Keywords: classification, feature extraction, gait analysis, movement feedback, rehabilitation

12/2006 | Biomedizinische Technik, Walter de Gruyter