Learning Logical Definitions from Relations
Machine Learning
Constructive adaptive user interfaces: composing music based on human feelings
Eighteenth national conference on Artificial intelligence
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Music compositional intelligence with an affective flavor
Proceedings of the 12th international conference on Intelligent user interfaces
Modelling affective-based music compositional intelligence with the aid of ANS analyses
Knowledge-Based Systems
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We demonstrate a method to locate relations and constraints between a music score and its impressions, by which we show that machine learning techniques may provide a powerful tool for composing music and analyzing human feelings. We examine its generality by modifying some arrangements to provide the subjects with a specified impression. This demonstration introduces some user interfaces, which are capable of predicting feelings and creating new objects based on seed structures, such as spectrums and their transition for sounds that have been extracted and are perceived as favorable by the test subject. This paper proposes to define knowledge components for the seed structure.