Data Analysis in Astronomy III

Data Analysis Methods and Tools.- Attractor Reconstruction and Dimensional Analysis of Chaotic Signals.- The Rayleigh Statistic in the Case of Weak Signals -Applications and Pitfalls.- Stability in Factor Analyses with respect to Small Perturbations of the Data.- Moving Regression: A Tool for the Statistical and Astrometrical Analyses of Solar Observations.- Multivariate Linear Regression with Self-Estimation of Errors.- Maximum Entropy Image Processing in Gamma-Ray Astronomy.- Search for Bursts of Gamma-Ray Emission from the Crab Pulsar in the COS-B Data by Adaptive Cluster Analysis.- Statistical Restoration of Astronomical Images.- Multidimensional Discrete Signals Description Using Rotation and Scale Invariant Pattern Spectrum.- Applications of Decomposition Algorithm in Clustering Methods.- Clustering Analysis as a Method of Auto-Classification and its Application to the Search for Galaxy Chains in Two Dimensions.- Object Detection and Analysis in Digitised Images: Algorithmic Components and Software Structure.- Automated Classification of Resolved Galaxies.- STSDAS: The Space Telescope Science Data Analysis System.- IRAS Calibration.- Simulation of Large-Scale Astronomical CCD Surveys.- Tests of Reduction and Analysis Algorithms for Astronomical Images.- A Model for the Infrared Space Observatory Photometer.- Algorithms for the Analysis of Data from the Extreme Ultraviolet Explorer.- Analysis of Absorption Lines in Quasar Spectra.- Attitude Determination Using Star Tracker Data.- Artificial Intelligence: What Can It Do for Astronomy ?.- Artificial Intelligence Approaches to Astronomical Observation Scheduling.- OCAPI: An Artificial Intelligence Tool for the Automatic Selection and Control of Image Processing Procedures.- An Expert Assistant Supporting Hubble Space Telescope Proposal Preparation.- Decision Problems in the Search for Periodicities in Gamma-Ray Astronomy.- Rule-Based Description and Plausible Classification of Objects in Digitized Astronomical