SISAP B

27 papers

YearTitle / Authors
2023Accelerating k-Means Clustering with Cover Trees.
Andreas Lang, Erich Schubert
2023An Alternating Optimization Scheme for Binary Sketches for Cosine Similarity Search.
Erik Thordsen, Erich Schubert
2023Approximate Similarity Search for Time Series Data Enhanced by Section Min-Hash.
Ryota Tomoda, Hisashi Koga
2023CRANBERRY: Memory-Effective Search in 100M High-Dimensional CLIP Vectors.
Vladimir Mic, Jan Sedmidubský, Pavel Zezula
2023Class Representatives Selection in Non-metric Spaces for Nearest Prototype Classification.
Jaroslav Hlavác, Martin Kopp, Jan Kohout, Tomás Skopal
2023Computational Enhancements of HNSW Targeted to Very Large Datasets.
Cole Foster, Benjamin B. Kimia
2023Diversity Similarity Join for Big Data.
Yasin N. Silva, Juan Martinez, Pedro Castro Cea, Humberto Luiz Razente, Maria Camila Nardini Barioni
2023Enhancing Approximate Nearest Neighbor Search: Binary-Indexed LSH-Tries, Trie Rebuilding, and Batch Extraction.
Christoffer J. W. Romild, Thomas H. Schauser, Joachim Alexander Borup
2023Finding HSP Neighbors via an Exact, Hierarchical Approach.
Cole Foster, Edgar Chávez, Benjamin B. Kimia
2023Fine-Grained Categorization of Mobile Applications Through Semantic Similarity Techniques for Apps Classification.
Elena Flondor, Marc Frîncu
2023General and Practical Tuning Method for Off-the-Shelf Graph-Based Index: SISAP Indexing Challenge Report by Team UTokyo.
Yutaro Oguri, Yusuke Matsui
2023Is Quantized ANN Search Cursed? Case Study of Quantifying Search and Index Quality.
Gylfi Þór Guðmundsson, Björn Þór Jónsson
2023Minwise-Independent Permutations with Insertion and Deletion of Features.
Rameshwar Pratap, Raghav Kulkarni
2023Mutual k-Nearest Neighbor Graph for Data Analysis: Application to Metric Space Clustering.
Edgar Chávez, Stéphane Marchand-Maillet, Adolfo J. Quiroz
2023Overview of the SISAP 2023 Indexing Challenge.
Eric Sadit Tellez, Martin Aumüller, Edgar Chávez
2023Retrieve-and-Rank End-to-End Summarization of Biomedical Studies.
Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Lorenzo Molfetta
2023Runs of Side-Sharing Tandems in Rectangular Arrays.
Shoshana Marcus, Dina Sokol, Sarah Zelikovitz
2023SDOclust: Clustering with Sparse Data Observers.
Félix Iglesias, Tanja Zseby, Alexander Hartl, Arthur Zimek
2023SISAP 2023 Indexing Challenge - Learned Metric Index.
Terézia Slanináková, David Procházka, Matej Antol, Jaroslav Olha, Vlastislav Dohnal
2023Similarity Search and Applications - 16th International Conference, SISAP 2023, A Coruña, Spain, October 9-11, 2023, Proceedings
Oscar Pedreira, Vladimir Estivill-Castro
2023Similarity Search with Multiple-Object Queries.
Richard Connor, Alan Dearle, David Morrison, Edgar Chávez
2023Solving k-Closest Pairs in High-Dimensional Data.
Martin Aumüller, Matteo Ceccarello
2023Suitability of Nearest Neighbour Indexes for Multimedia Relevance Feedback.
Omar Shahbaz Khan, Martin Aumüller, Björn Þór Jónsson
2023The Dataset-Similarity-Based Approach to Select Datasets for Evaluation in Similarity Retrieval.
Matheus A. L. Matiazzo, Vitor de Castro-Silva, Rafael Seidi Oyamada, Daniel S. Kaster
2023Turbo Scan: Fast Sequential Nearest Neighbor Search in High Dimensions.
Edgar Chávez, Eric Sadit Tellez
2023Unbiased Similarity Estimators Using Samples.
Conrado Martínez, Alfredo Viola, Jun Wang
2023Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval.
Fabio Carrara, Claudio Gennaro, Lucia Vadicamo, Giuseppe Amato