| Day 1: Wednesday, 4 Oct |
| 09:15-17:00 |
Registration |
| 09:45-10:00 |
Opening |
| 10:00-11:30 |
Keynote: Keyword-Based Querying of Geo-Textual Content
Christian S. Jensen, Aalborg University |
| 11:30-13:00 |
Lunch Break |
| 13:00-15:30 |
Session 1: Improving Similarity Search Methods and Application
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Sketches with Unbalanced Bits for Similarity Search
Vladimir Mic, David Novak and Pavel Zezula
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Local Intrinsic Dimensionality I: An Extreme-Value-Theoretic Foundation for Similarity Applications
Michael E. Houle
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Local Intrinsic Dimensionality II: Multivariate Analysis and Distributional Support
Michael E. Houle
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High-Dimensional Simplexes for Supermetric Search
Richard Connor, Lucia Vadicamo and Fausto Rabitti
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Improving k-NN Graph Accuracy using Local Intrinsic Dimensionality
Michael E. Houle, Vincent Oria and Arwa Wali
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|
15:30-16:00
|
Coffee Break |
|
16:00-17:00
|
Session 2: Similarity Search for Outlier Detection
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Good and Bad Neighborhood Approximations for Outlier Detection Ensembles
Evelyn Kirner, Erich Schubert and Arthur Zimek
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Intrinsic t-Stochastic Neighbor Embedding for Visualization and Outlier Detection: A Remedy Against the Curse of Dimensionality?
Erich Schubert and Michael Gertz
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|
17:00-20:00
|
Reception (Poster + Food) |
| Day 2: Thursday, 5 Oct |
| 08:45-17:00 |
Registration |
| 9:30-10:30 |
Keynote: Towards Scalable Multimedia Analytics
Björn Þór Jónsson, IT University of Copenhagen |
| 10:30-11:00 |
Coffee Break |
| 11:00-12:30 |
Session 3: Approximate Similarity Search
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The Power of Distance Distributions: Cost Models and Scheduling Policies for Quality-Controlled Similarity Queries
Paolo Ciaccia and Marco Patella
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Cache and Priority Queue Based Approximation Technique for a Stream of Similarity Search Queries
Filip Nálepa, Michal Batko and Pavel Zezula
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ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms
Martin Aumüller, Erik Bernhardsson and Alexander Faithfull
|
|
12:30-14:00
|
Lunch Break |
|
14:00-16:00
|
Session 4: Indexing
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Self-indexed Motion Planning
Angello Hoyos, Ubaldo Ruiz, Eric S. Tellez and Edgar Chavez
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Practical Space-efficient Data Structures for High-dimensional Orthogonal Range Searching
Kazuki Ishiyama and Kunihiko Sadakane
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Semantic Similarity Group By Operators for Metric Data
Natan A. Laverde, Mirela T. Cazzolato, Agma Traina and Caetano Traina
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Succinct Quadtrees for Road Data
Kazuki Ishiyama, Koji M. Kobayashi and Kunihiko Sadakane
|
|
16:00-16:30
|
Coffee Break |
|
16:30-18:00
|
Session 5: Applications I
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DeepBrowse: Similarity-based Browsing through Large Lists
Haochen Chen, Arvind Ram Anantharam and Steven Skiena
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Malware discovery using behaviour-based exploration of network traffic
Jakub Lokoc, Tomas Grosup, Premysl Cech, Tomas Pevny and Tomas Skopal
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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 and Daniel Keim
|
|
18:30-21:00
|
Conference Dinner |
| Day 3: Friday, 6 Oct |
| 08:45-11:00 |
Registration |
| 9:00-10:30 |
Session 6: Similarity Measures for Complex Objects
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Dynamic Time Warping and The (Windowed) Dog-Keeper Distance.
Jörg Bachmann and Johann-Christoph Freytag
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Fast Similarity Search with the Earth Mover's Distance via Feasible Initialization and Pruning
Merih Seran Uysal, Kai Driessen, Tobias Brockhoff and Thomas Seidl
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A New Perspective on the Tree Edit Distance
Stefan Schwarz, Mateusz Pawlik and Nikolaus Augsten
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10:30-11:00
|
Coffee Break |
|
11:00-12:30
|
Session 7: Applications II
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On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique
Haukur Pálmason, Björn Þór Jónsson, Laurent Amsaleg, Markus Schedl and Peter Knees
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DS-Prox: Dataset Proximity Mining for Governing the Data Lake
Ayman Alserafi, Toon Calders, Alberto Abello and Oscar Romero
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Scalable Similarity Search for Molecular Descriptors
Yasuo Tabei and Simon Puglisi
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12:30
|
Closing |
