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ORCID13th SISAP 2020: Copenhagen, Denmark
- Shin'ichi Satoh, Lucia Vadicamo
, Arthur Zimek, Fabio Carrara, Ilaria Bartolini, Martin Aumüller, Björn Þór Jónsson, Rasmus Pagh:
Similarity Search and Applications - 13th International Conference, SISAP 2020, Copenhagen, Denmark, September 30 - October 2, 2020, Proceedings. Lecture Notes in Computer Science 12440, Springer 2020, ISBN 978-3-030-60935-1
Scalable Similarity Search
- Vladimir Mic, Pavel Zezula:
Accelerating Metric Filtering by Improving Bounds on Estimated Distances. 3-17 - Martin Aumüller, Anders Bourgeat, Jana Schmurr:
Differentially Private Sketches for Jaccard Similarity Estimation. 18-32 - Naoya Higuchi, Yasunobu Imamura, Vladimir Mic, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama:
Pivot Selection for Narrow Sketches by Optimization Algorithms. 33-46 - Omid Jafari, Parth Nagarkar, Jonathan Montaño:
mmLSH: A Practical and Efficient Technique for Processing Approximate Nearest Neighbor Queries on Multimedia Data. 47-61 - Fabian Fier, Tianzheng Wang, Erkang Zhu, Johann-Christoph Freytag:
Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores. 62-75 - Thomas D. Ahle, Francesco Silvestri:
Similarity Search with Tensor Core Units. 76-84 - Thomas Dybdahl Ahle:
On the Problem of p1-1 in Locality-Sensitive Hashing. 85-93
Similarity Measures, Search, and Indexing
- Tobias Christiani, Rasmus Pagh, Mikkel Thorup:
Confirmation Sampling for Exact Nearest Neighbor Search. 97-110 - Magnus Lie Hetland:
Optimal Metric Search Is Equivalent to the Minimum Dominating Set Problem. 111-125 - Magnus Lie Hetland:
Metrics and Ambits and Sprawls, Oh My - Another Tutorial on Metric Indexing. 126-139 - Daniel L. Jasbick, Lúcio F. D. Santos, Daniel de Oliveira, Marcos V. N. Bedo:
Some Branches May Bear Rotten Fruits: Diversity Browsing VP-Trees. 140-154 - Hisashi Koga, Daiki Noguchi:
Continuous Similarity Search for Evolving Database. 155-167 - Lucas Santiago Rodrigues, Mirela Teixeira Cazzolato, Agma Juci Machado Traina, Caetano Traina:
Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values. 168-176 - Evgeny Dantsin, Alexander Wolpert:
Similarity Between Points in Metric Measure Spaces. 177-184
High-Dimensional Data and Intrinsic Dimensionality
- Mao-Lin Li, K. Selçuk Candan, Maria Luisa Sapino:
GTT: Guiding the Tensor Train Decomposition. 187-202 - Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino:
Noise Adaptive Tensor Train Decomposition for Low-Rank Embedding of Noisy Data. 203-217 - Erik Thordsen, Erich Schubert:
ABID: Angle Based Intrinsic Dimensionality. 218-232 - Richard Connor, Alan Dearle:
Sampled Angles in High-Dimensional Spaces. 233-247 - Michael E. Houle:
Local Intrinsic Dimensionality III: Density and Similarity. 248-260 - David Bernhauer, Tomás Skopal:
Analysing Indexability of Intrinsically High-Dimensional Data Using TriGen. 261-269 - Oscar Pedreira, Stéphane Marchand-Maillet, Edgar Chávez:
Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension. 270-278
Clustering
- Andreas Lang, Erich Schubert:
BETULA: Numerically Stable CF-Trees for BIRCH Clustering. 281-296 - Qiao Yu, Kuan-Hsun Chen, Jian-Jia Chen:
Using a Set of Triangle Inequalities to Accelerate K-means Clustering. 297-311 - Anna Beer, Dominik Seeholzer, Nadine Sarah Schüler, Thomas Seidl:
Angle-Based Clustering. 312-320
Artificial Intelligence and Similarity
- Omid Jafari, Parth Nagarkar, Jonathan Montaño:
Improving Locality Sensitive Hashing by Efficiently Finding Projected Nearest Neighbors. 323-337 - Theban Stanley, Nihar Vanjara, Yanxin Pan, Ekaterina Pirogova, Swagata Chakraborty, Abon Chaudhuri:
SIR: Similar Image Retrieval for Product Search in E-Commerce. 338-351 - Fabio Valerio Massoli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Cross-Resolution Deep Features Based Image Search. 352-360 - Fabio Carrara, Claudio Gennaro, Fabrizio Falchi, Giuseppe Amato:
Learning Distance Estimators from Pivoted Embeddings of Metric Objects. 361-368
Demo and Position Papers
- Petr Skoda, Jakub Matejík, Tomás Skopal:
Visualizer of Dataset Similarity Using Knowledge Graph. 371-378 - Silvan Heller, Mahnaz Parian, Maurizio Pasquinelli, Heiko Schuldt:
Vitrivr-Explore: Guided Multimedia Collection Exploration for Ad-hoc Video Search. 379-386 - Martin Aumüller, Matteo Ceccarello:
Running Experiments with Confidence and Sanity. 387-395
Doctoral Symposium
- Shima Moghtasedi:
Temporal Similarity of Trajectories in Graphs. 399-404 - Nicola Messina:
Relational Visual-Textual Information Retrieval. 405-411
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