| 2013 | Quantized Ranking for Permutation-Based Indexing. | Hisham Mohamed, Stphane Marchand-Maillet |
| 2013 | (Very) Fast (All) k-Nearest Neighbors in Metric and Non Metric Spaces without Indexing. | Natalia Miranda, Edgar Chvez, Mara Fabiana Piccoli, Nora Reyes |
| 2013 | Image Retrieval for Online Browsing in Large Image Collections. | Andrej Mikulk, Ondrej Chum, Jiri Matas |
| 2013 | A Similarity Model for 3D Objects Based on Stable Sub-clouds. | Markus Mauder, Peer Krger, Karl-Ludwig Schinner |
| 2013 | On Scalable Approximate Search with the Signature Quadratic Form Distance. | Jakub Lokoc, Toms Grosup, Toms Skopal |
| 2013 | Semi-supervised Tag Extraction in a Web Recommender System. | Vasily A. Leksin, Sergey I. Nikolenko |
| 2013 | Rank Cover Trees for Nearest Neighbor Search. | Michael E. Houle, Michael Nett |
| 2013 | Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives. | Costantino Grana, Giuseppe Serra, Marco Manfredi, Rita Cucchiara |
| 2013 | Evaluation of Different Metrics for Shape Based Image Retrieval Using a New Contour Points Descriptor. | Mara Teresa Garca-Ords, Enrique Alegre, Oscar Garca-Olalla, Diego Garca-Ords |
| 2013 | Evaluation of LBP Variants Using Several Metrics and kNN Classifiers. | Oscar Garca-Olalla, Enrique Alegre, Mara Teresa Garca-Ords, Laura Fernndez-Robles |
| 2013 | Quicker Similarity Joins in Metric Spaces. | Kimmo Fredriksson, Billy Braithwaite |
| 2013 | List of Clustered Permutations for Proximity Searching. | Karina Figueroa, Rodrigo Paredes |
| 2013 | Optimal Distance Bounds for the Mahalanobis Distance. | Tobias Emrich, Gregor Joss, Hans-Peter Kriegel, Markus Mauder, Johannes Niedermayer, Matthias Renz, Matthias Schubert, Andreas Zfle |
| 2013 | Text Categorization via Similarity Search - An Efficient and Effective Novel Algorithm. | Hubert Haoyang Duan, Vladimir Pestov, Varun Singla |
| 2013 | Evaluation of Jensen-Shannon Distance over Sparse Data. | Richard Connor, Franco Alberto Cardillo, Robert Moss, Fausto Rabitti |
| 2013 | Machine Learning for Image Classification and Clustering Using a Universal Distance Measure. | Uzi Chester, Joel Ratsaby |
| 2013 | Engineering Efficient and Effective Non-metric Space Library. | Leonid Boytsov, Bilegsaikhan Naidan |
| 2013 | Longest Common Subsequence in k Length Substrings. | Gary Benson, Avivit Levy, B. Riva Shalom |
| 2013 | Designing Similarity Indexes with Parallel Genetic Programming. | Toms Bartos, Toms Skopal |
| 2013 | Similarity in Web Search. | Ricardo Baeza-Yates |
| 2013 | Principal Directions-Based Pivot Placement. | Fabrizio Angiulli, Fabio Fassetti |
| 2013 | Pivot Selection Strategies for Permutation-Based Similarity Search. | Giuseppe Amato, Andrea Esuli, Fabrizio Falchi |
| 2013 | Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors. | Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro |
| 2012 | Future Trends in Similarity Searching. | Pavel Zezula |
| 2012 | Effective Principal Component Analysis. | Santosh S. Vempala |