Experimentation in software engineering
IEEE Transactions on Software Engineering
Towards a constructive quality model: part 1: software quality modelling, measurement and prediction
Software Engineering Journal
Noise and uncertainty management in intelligent data modeling
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Empirical methods for artificial intelligence
Empirical methods for artificial intelligence
An AL approach to dynamic visual field testing
Computers and Biomedical Research
AI for Public Health: Self-Screening for Eye Diseases
IEEE Intelligent Systems
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Field evaluation of AI systems or software systems in general is a challenging research topic. During the last few years we have developed a software-based eye screening system. In this paper we describe our work on evaluating several important aspects of the system.We have systematically studied the key issues involved in evaluating software quality and carried out the evaluations using different strategies. After a brief introduction of the system, this work is described from a data-analysis problem-solving perspective, involving problem analysis, data collection, and data analysis.