Computational geometry: an introduction
Computational geometry: an introduction
Efficient and effective querying by image content
Journal of Intelligent Information Systems - Special issue: advances in visual information management systems
On Finding the Maxima of a Set of Vectors
Journal of the ACM (JACM)
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 17th International Conference on Data Engineering
MindReader: Querying Databases Through Multiple Examples
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Efficient Progressive Skyline Computation
Proceedings of the 27th International Conference on Very Large Data Bases
An optimal and progressive algorithm for skyline queries
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Features for image retrieval: an experimental comparison
Information Retrieval
A survey of browsing models for content based image retrieval
Multimedia Tools and Applications
Caching Dynamic Skyline Queries
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Proceedings of the 18th ACM conference on Information and knowledge management
The state of the art in image and video retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Signature Quadratic Form Distance
Proceedings of the ACM International Conference on Image and Video Retrieval
Relevance feedback based on genetic programming for image retrieval
Pattern Recognition Letters
SkyView: a user evaluation of the skyline operator
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Content based image retrieval via a transductive model
Journal of Intelligent Information Systems
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Content-based multimedia retrieval requires an appropriate similarity model which reflects user preferences. When these preferences are unknown or when the structure of the data collection is unclear, retrieving the most preferable objects the user has in mind is challenging, as the notion of similarity varies from data to data, from task to task, and ultimately from user to user. Based on a specific query object and unknown user preferences, retrieving the most similar objects according to some default similarity model does not necessarily include the most preferable ones. In this work, we address the problem of content-based multimedia retrieval in the presence of unknown user preferences. Our idea consists in performing content-based retrieval by considering all possibilities in a family of similarity models simultaneously. To this end, we propose a novel content-based retrieval approach which aims at retrieving all potentially preferable data objects with respect to any preference setting in order to meet individual user requirements as much as possible. We demonstrate that our approach improves the retrieval performance regarding unknown user preferences by more than 57% compared to the conventional retrieval approach.