CALL FOR PAPERS - SISAP 2014
The 7th International Conference on Similarity Search and Applications (SISAP) is an annual forum for researchers and application developers in the area of similarity data management. It aims at the technological problems shared by numerous application domains, such as data mining, information retrieval, computer vision, pattern recognition, computational biology, geography, biometrics, machine learning, forensics and many others that rely on similarity searching as a necessary supporting service.
The SISAP initiative (www.sisap.org) aims to become a forum to exchange real-world, challenging and innovative examples of applications, new indexing techniques, common test-beds and benchmarks, source code and up-to-date literature through its web page, serving the similarity search community. Traditionally, SISAP puts emphasis on the distance-based searching, but in general the conference concerns both the effectiveness and efficiency aspects of any similarity search problem.
The series started in 2008 as a workshop and has developed over the years into an international conference with Lecture Notes in Computer Science (LNCS) proceedings. As in previous editions, a small selection of the best papers presented at the conference will be recommended for inclusion in a special issue of Information Systems. In 2014, SISAP will take place in Los Cabos, Mexico.
Topics of interest
The specific topics include, but are not limited to:
- Similarity queries – k-NN, range, reverse NN, top-k, etc.
- Similarity operations – joins, ranking, classification, categorization, filtering, etc.
- Evaluation techniques for similarity queries and operations
- Merging/combining multiple similarity modalities
- Cost models and analysis for similarity data processing
- Indexing and access methods for similarity-based processing
- Scalability issues and high-performance similarity data management
- Feature extraction for similarity-based indexing and retrieval
- Feature selection
- Test collections and benchmarks
- Performance studies, benchmarks, and comparisons
- Similarity search over outsourced data repositories
- Similarity search cloud services
- Languages for similarity databases
- New modes of similarity for complex data understanding
- Applications of similarity-based operations
- Visual analitics for similarity-based operations
- Image, video, voice, and music (multimedia) retrieval systems
- Similarity for forensics and security
- Surveillance and defense
Important DatesAbstract submission: May 19, 2014
Paper submission: May 26, 2014
Notification: July 04, 2014
Final version: July 20, 2014
Conference: October 29-31, 2014