A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Sound ontology for computational auditory scence analysis
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
A robust audio classification and segmentation method
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Ontology-Based Automatic Classification for the Web Pages: Design, Implementation and Evaluation
WISE '02 Proceedings of the 3rd International Conference on Web Information Systems Engineering
Audio Structuring and Personalized Retrieval Using Ontologies
ADL '00 Proceedings of the IEEE Advances in Digital Libraries 2000
Ontology-based Classification of Email
ITCC '03 Proceedings of the International Conference on Information Technology: Computers and Communications
Proceedings of the 2004 ACM symposium on Applied computing
Ontology Based Object Learning and Recognition: Application to Image Retrieval
ICTAI '04 Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence
Semi-Supervised Adapted HMMs for Unusual Event Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Text categorization using automatically acquired domain ontology
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
A comparison of features for speech, music discrimination
ICASSP '99 Proceedings of the Acoustics, Speech, and Signal Processing, 1999. on 1999 IEEE International Conference - Volume 01
Toward a sound analysis system for telemedicine
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
MPEG-7 sound-recognition tools
IEEE Transactions on Circuits and Systems for Video Technology
Audio classification based on MPEG-7 spectral basis representations
IEEE Transactions on Circuits and Systems for Video Technology
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Our work is within the framework of studying and implementing a sound analysis system in a telemedicine project. The task of this system is to detect situations of distress in a patient’s room based on sound analysis. If such a situation is detected, an alarm will be automatically sent to the medical centre. In this paper we present our works on building domain ontology of such situations. They gather abstract concepts of sounds and these concepts, along with their properties and instances, are represented by a neural network. The ontology-based classifier uses outputs of networks to identify classes of audio scenes. The system is tested with a database extracted from films.