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MULTIMEDIA '93 Proceedings of the first ACM international conference on Multimedia
Implementing data cubes efficiently
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An overview of data warehousing and OLAP technology
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PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
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Efficient and Effective Clustering Methods for Spatial Data Mining
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
A Low-Cost Storage Server for Movie on Demand Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Discovery of Multiple-Level Association Rules from Large Databases
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IEA/AIE '98 Proceedings of the 11th International Conference on Industrial and Engineering Applications of Artificial In telligence and Expert Systems: Tasks and Methods in Applied Artificial Intelligence
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CASCON '97 Proceedings of the 1997 conference of the Centre for Advanced Studies on Collaborative research
DEXA '98 Proceedings of the 9th International Workshop on Database and Expert Systems Applications
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Handling multiple points of view in a multimedia data warehouse
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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Multimedia Tools and Applications
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ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Medical image clustering with domain knowledge constraint
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
An approach to mining picture objects based on textual cues
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Mining interesting association rules in medical images
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
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Data Mining is a young but flourishing field. Many algorithms and applications exist to mine different types of data and extract different types of knowledge. Mining multimedia data is, however, at an experimental stage.We have implemented a prototype for mining high-level multimedia information and knowledge from large multimedia databases. MultiMedia Miner has been designed based on our years of experience in the research and development of a relational data mining system, DBMiner, in the Intelligent Database Systems Research Laboratory, and a Content-Based Image Retrieval system from Digital Libraries, C-BIRD, in the Vision and Media Laboratory.MultiMediaMiner includes the construction of multimedia data cubes which facilitate multiple dimensional analysis of multimedia data, and the mining of multiple kinds of knowledge, including summarization, classification, and association, in image and video databases. The images and video clips used in our experiments are collected by crawling the WWW. Many challenges have yet to be overcome, such as the large number of dimensions, and the existence of multi-valued dimensions.