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Hermann, Thomas: Sonification for Exploratory Data Analysis. 2002
Inhalt
Introduction
Exploratory Data Analysis
Sonification
Overview
Conventions and Notation
Exploratory Data Analysis
High-Dimensional Data
Visualization Techniques
Basic Elements of Graphing Data
Projection-Based Visualization
Projection on Principal Components
Projection Pursuit
Self-Organizing Maps
Multi-Dimensional Scaling
Principal Curves
Sonification -- An Overview
Definition
Research field of Sonification
History of Auditory Display
Using Sound to convey Information
First Steps in Sonification Research
Applications Fields of Sonification
Auditory Display for Visually Impaired People
Alarm Systems
Enhancement of Graphical User Interfaces
Process Monitoring
Exploratory Data Analysis
Miscellaneous Application Fields
Functions of Sound
Auditory Display: Benefits and Difficulties
Sonification Techniques
Audification
Earcons
Auditory Icons
Parameter Mapping Sonification
Model-Based Sonification
Categorizations of Auditory Display
The Analogic-Symbolic continuum
Semiotic Categorizations of Auditory Display
Auditory Perception
The Sense of Hearing
Psychoacoustics
Perception of Loudness
Perception of Pitch
Perception of Timbre
Auditory Scene Analysis
Acoustics
Introduction
The Linear Oscillator
Damped Oscillations
Forced Oscillations
Impact Sounds
Sound Computing
Sound Representation
Sound Synthesis
Additive Synthesis
Sound Sampling
FM-Synthesis
Nonlinear Synthesis
Granular Synthesis
Subtractive Synthesis
Physical Models for Sound Synthesis
Sound Transformations
Model-Based Sonification
Listening Experiences
Sound and Interaction
The Framework of Model-Based Sonification
Model Specification
Discussion
Sound Computation and Interaction for Sonification-Models
Sonification Models
Data Sonograms
Model Description
Implementation
Examples
Conclusion
Particle Trajectories Sonification Model
Model Description
Examples
Conclusion
Sonification of McMC Simulations
McMC Simulation
Model Description
Sonification Design
Examples
Conclusion
Principal Curve Sonification
Model Description
Implementation
Examples
Conclusion
Data Crystallization Sonification
Model Description
Implementation
Examples
Conclusion
Growing Neural Gas Sonification
Introduction to Growing Neural Gas Networks
Model Description
Implementation
Examples
Monitoring of GNG Growth
Conclusion
Discussion
Extensions
Elements of Sonic Scatter Plots
Perceptual Parameter Mapping
Applications
Sonification of Psychotherapeutic Protocols
Data
Sonifications
Monitoring Transcript Sonification
Therapeutic Cycle Sonification with AIBs
Symbolic Data Display
Discussion
Sonifications for EEG Data Analysis
Experiment and Data
Spectral Mapping Sonification
Distance Matrix Sonification
Differential Sonification
Conclusion
Sonification of Multi-Channel Image Data
Auditory Maps
Multi-Parameter Fluorescence Microscopy
Sonification Design
Examples
Conclusion
Conclusion
Conclusion