Maintained by Yury Lifshits
Related meetings:
- 1st International Workshop on Similarity Search and Applications (SISAP'08), April 11-12, 2008, Cancun, Mexico. Call for papers.
- 2006 Nearest Neighbors Workshop and 2007 Nearest Neighbors Workshop
- Workshop Approximate Nearest Neighbors Methods for Learning and Vision, satellite of NIPS'03.
- International Workshop on Similarity Search (IWOSS'99).
- Wikipedia articles about NN search, NN-based classification, near-duplicate algorithms, content-based image retrieval, locality sensitive hashing, nearest neighbor interpolation.
- MIT book about nearest neighbors.
- The homepage of Similarity Search book.
- Metric Spaces Library: An open-source C-based library for metric space indexing.
- Implementation of LSH method.
- ANN: A Library for Approximate Nearest Neighbor Searching by David M. Mount and Sunil Arya
- Nearest Neighbor Applet
- Metric Similarity Search Implementation Framework
- Princeton Content-Aware Search Systems project including Corel-Princeton Image Similarity Benchmark.
- Nearest-Neighbor Machine Learning Bakeoff project by Michael J. Radwin.
- Nearest Neighbour Searching in High-Dimensional Metric Space master project by David Marchall. Some written materials available.
- TREC Data Collections
- Web datasets by Laboratory for Web Algorithmics (Milan).
- Web matrices by Sep Kamvar.
- BLOG06 collection from TREC.
- Blogosphere dataset from ICWSM.
- Blogosphere dataset from Webblogging Ecosystems.
- Bibliography on NN-based classification from visionbib.com
- Nearest Neighbors and Voronoi Diagrams link collection.
- KNN links collection
- Links to implementations
- References on Similarity-based Time Series Retrieval.