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A Transparent and Flexible Development Environment for Rapid Design of Cognitive Systems (1998)
| Venue: | In Proceedings of the EUROMICRO’98 Conference, Workshop Computational Intelligence, Väasteras |
| Citations: | 2 - 1 self |
BibTeX
@INPROCEEDINGS{König98atransparent,
author = {Andreas König and Michael Eberhardt and Robert Wenzel},
title = {A Transparent and Flexible Development Environment for Rapid Design of Cognitive Systems},
booktitle = {In Proceedings of the EUROMICRO’98 Conference, Workshop Computational Intelligence, Väasteras},
year = {1998}
}
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Abstract
This paper describes a novel design environment for cognitive systems tailored to the needs of flexibility, speed and transparence demanded in numerous application domains as e.g., automated visual inspection for quality control, mechatronics, medical applications, and other cognitive tasks. Our QuickCog design environment combines methods from statistical pattern recognition, neural networks, image and signal processing, and exploratory data analysis. The main features of the design environment are visual programming, interactive sample set compilationand sample set oriented processing, automatic feature selection, automatic processing method selection and parameter optimisation, feature space visualisation, and powerful self-configuring classifiers. QuickCog is available on PC/Windows'95 and will be commercialised in August'98. 1. Introduction One of the main obstacles in applying advanced methods of Computational Intelligence in many real-world problems is the substantial engineeri...
Keyphrases
cognitive system flexible development environment rapid design many real-world problem substantial engineeri exploratory data analysis main feature novel design environment cognitive task statistical pattern recognition medical application quality control pc window neural network visual inspection parameter optimisation oriented processing numerous application domain automatic feature selection compilationand sample interactive sample visual programming signal processing design environment quickcog design environment combine method main obstacle automatic processing method selection powerful self-configuring classifier feature space visualisation computational intelligence advanced method
