Call for Papers — SISAP 2018
- Paper submission deadline: May 18th, 2018 (anywhere on Earth)
- Notification: July 9th, 2018
- Camera-ready due: July 23th, 2018
- Early bird registration: July 23rd, 2018
- Conference: October 8th-10th, 2017
The 11th 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, multimedia, computer vision, pattern recognition, computational biology, geography, biometrics, machine learning, and many others that make use of similarity search as a necessary supporting service. SISAP is devoted to all issues surrounding the theory, design, analysis, practice, and application of content-based and feature-based similarity search.
Topics of interest
The specific topics include, but are not limited to:
- Similarity queries - k-NN, range, reverse k-NN, top-k, approximate, etc.
- Similarity measures - graph, structural, time series, complex data, tensors, secondary similarity, etc.
- Similarity operations - joins, ranking, classification, categorization, filtering, etc.
- Indexing and access methods for similarity-based processing
- Evaluation techniques for similarity queries and operations
- Merging/combining multiple similarity modalities
- Cost models and analysis for similarity data processing
- Scalability issues and high-performance similarity data management
- Feature selection and extraction for similarity search
- Multimedia retrieval systems
- Security and privacy of similarity search
- Similarity for forensics and security
- Distributed similarity search
- Similarity search cloud services
- Languages for similarity databases
- Applications of similarity-based operations
- Visual analytics for similarity-based operations
- Test collections and benchmarks
- Performance studies and comparisons
- Industrial applications and case studies
- Theory - models of similarity, intrinsic dimensionality, discriminability and contrast, manifolds and subspaces, etc.
Special Session for Industry
A special session devoted to industrial applications and case studies will also take place. Submissions are solicited in multimedia, broadcasting, archiving, image processing, social networks, bioinformatics, and any other area in which similarity technology has made a practical impact. Of particular interest are submissions concerned with one or more of the following:
- Use cases and scenarios
- Best practice for similarity search
- Adoption of similarity search in new industrial contexts
- Requirements for research and development