Machine Learning
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Nearest Neighbor Classification in 3D Protein Databases
Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology
Matching 3D Models with Shape Distributions
SMI '01 Proceedings of the International Conference on Shape Modeling & Applications
A Survey of Content Based 3D Shape Retrieval Methods
SMI '04 Proceedings of the Shape Modeling International 2004
Augmented Reeb Graphs for Content-Based Retrieval of 3D Mesh Models
SMI '04 Proceedings of the Shape Modeling International 2004
SMI '04 Proceedings of the Shape Modeling International 2004
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The development and use of content-based retrieval techniques for 3-D models is a relatively new departure in multimedia retrieval. We have extended our existing multimedia museum information system to support content-, metadata- and concept-based retrieval of 3-D models of museum artifacts and in this paper we describe a “classifier agent” to automatically assign associations between 3-D artifacts and concepts and metadata stored in a domain ontology. The context of the classifier agent is described, together with an overview of its architecture. Selecting appropriate parameters for the agent is an important activity and a comparison is made between manually selected parameters and the results of an automatic technique to determine “optimal” settings.