| 2017 | A New Perspective on the Tree Edit Distance. Stefan Schwarz, Mateusz Pawlik, Nikolaus Augsten |
| 2017 | ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms. Martin Aumüller, Erik Bernhardsson, Alexander John Faithfull |
| 2017 | Cache and Priority Queue Based Approximation Technique for a Stream of Similarity Search Queries. Filip Nalepa, Michal Batko, Pavel Zezula |
| 2017 | DS-Prox: Dataset Proximity Mining for Governing the Data Lake. Ayman Alserafi, Toon Calders, Alberto Abelló, Oscar Romero |
| 2017 | DeepBrowse: Similarity-Based Browsing Through Large Lists (Extended Abstract). Haochen Chen, Arvind Ram Anantharam, Steven Skiena |
| 2017 | Dynamic Time Warping and the (Windowed) Dog-Keeper Distance. Jörg P. Bachmann, Johann-Christoph Freytag |
| 2017 | Fast Similarity Search with the Earth Mover's Distance via Feasible Initialization and Pruning. Merih Seran Uysal, Kai Driessen, Tobias Brockhoff, Thomas Seidl |
| 2017 | Good and Bad Neighborhood Approximations for Outlier Detection Ensembles. Evelyn Kirner, Erich Schubert, Arthur Zimek |
| 2017 | High-Dimensional Simplexes for Supermetric Search. Richard Connor, Lucia Vadicamo, Fausto Rabitti |
| 2017 | Improving k-NN Graph Accuracy Using Local Intrinsic Dimensionality. Michael E. Houle, Vincent Oria, Arwa M. Wali |
| 2017 | Intrinsic t-Stochastic Neighbor Embedding for Visualization and Outlier Detection - A Remedy Against the Curse of Dimensionality? Erich Schubert, Michael Gertz |
| 2017 | Local Intrinsic Dimensionality I: An Extreme-Value-Theoretic Foundation for Similarity Applications. Michael E. Houle |
| 2017 | Local Intrinsic Dimensionality II: Multivariate Analysis and Distributional Support. Michael E. Houle |
| 2017 | Malware Discovery Using Behaviour-Based Exploration of Network Traffic. Jakub Lokoc, Tomás Grosup, Premysl Cech, Tomás Pevný, Tomás Skopal |
| 2017 | On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique. Haukur Pálmason, Björn Þór Jónsson, Laurent Amsaleg, Markus Schedl, Peter Knees |
| 2017 | Practical Space-Efficient Data Structures for High-Dimensional Orthogonal Range Searching. Kazuki Ishiyama, Kunihiko Sadakane |
| 2017 | Scalable Similarity Search for Molecular Descriptors. Yasuo Tabei, Simon J. Puglisi |
| 2017 | Self-indexed Motion Planning. Angello Hoyos, Ubaldo Ruiz, Eric Sadit Tellez, Edgar Chávez |
| 2017 | Semantic Similarity Group By Operators for Metric Data. Natan A. Laverde, Mirela T. Cazzolato, Agma J. M. Traina, Caetano Traina Jr. |
| 2017 | Similarity Search and Applications - 10th International Conference, SISAP 2017, Munich, Germany, October 4-6, 2017, Proceedings Christian Beecks, Felix Borutta, Peer Kröger, Thomas Seidl |
| 2017 | Sketches with Unbalanced Bits for Similarity Search. Vladimir Mic, David Novak, Pavel Zezula |
| 2017 | Succinct Quadtrees for Road Data. Kazuki Ishiyama, Koji Kobayashi, Kunihiko Sadakane |
| 2017 | The Power of Distance Distributions: Cost Models and Scheduling Policies for Quality-Controlled Similarity Queries. Paolo Ciaccia, Marco Patella |
| 2017 | Visual Analytics and Similarity Search: Concepts and Challenges for Effective Retrieval Considering Users, Tasks, and Data. Daniel Seebacher, Johannes Häußler, Manuel Stein, Halldor Janetzko, Tobias Schreck, Daniel A. Keim |