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 Images.- Parallelism in Low-Level Computer Vision -A Review.- Performance of the Mesh Architecture in the Analysis of Sparse Images.- Crystal Gazing VI. Updating Computer Technology Projections.- New Frontieres in Astrophysics.- Cosmic Background Radiations.- Cosmic Background Explorer (COBE) Satellite Anisotropy Experiment Data Analysis Techniques.- Some Statistical Problems Encountered in the Analysis of Ultra High Energy Cosmic Ray and Ultra High Energy Gamma Ray Data.- Track Pattern Analysis for Study of Point-Source Air Showers.- Data Analysis and Algorithms for G.W. Antennas.- Detecting Gravitational Waves by Laser Interferometers.- Data Analysis in Neutrino Astronomy.- Participants.
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