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Similarity Search and Applications

Overview of attention for book
Cover of 'Similarity Search and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Numerical Data Imputation: Choose kNN over Deep Learning
  3. Altmetric Badge
    Chapter 2 COSINER: COntext SImilarity data augmentation for Named Entity Recognition
  4. Altmetric Badge
    Chapter 3 An Application of Learned Multi-modal Product Similarity to E-Commerce
  5. Altmetric Badge
    Chapter 4 Deep Vision-Language Model for Efficient Multi-modal Similarity Search in Fashion Retrieval
  6. Altmetric Badge
    Chapter 5 Stable Anchors for Matching Unlabelled Point Clouds
  7. Altmetric Badge
    Chapter 6 Visual Exploration of Human Motion Data
  8. Altmetric Badge
    Chapter 7 On Projections to Linear Subspaces
  9. Altmetric Badge
    Chapter 8 Concept of Relational Similarity Search
  10. Altmetric Badge
    Chapter 9 On the Expected Exclusion Power of Binary Partitions for Metric Search
  11. Altmetric Badge
    Chapter 10 Similarity Search with the Distance Density Model
  12. Altmetric Badge
    Chapter 11 Generalized Relative Neighborhood Graph (GRNG) for Similarity Search
  13. Altmetric Badge
    Chapter 12 A Ptolemaic Partitioning Mechanism
  14. Altmetric Badge
    Chapter 13 HubHSP Graph: Effective Data Sampling for Pivot-Based Representation Strategies
  15. Altmetric Badge
    Chapter 14 Graph Edit Distance Compacted Search Tree
  16. Altmetric Badge
    Chapter 15 Clustering by Direct Optimization of the Medoid Silhouette
  17. Altmetric Badge
    Chapter 16 Automatic Indexing for Similarity Search in ELKI
  18. Altmetric Badge
    Chapter 17 Approximate Nearest Neighbor Search on Standard Search Engines
  19. Altmetric Badge
    Chapter 18 Evaluation of LID-Aware Graph Embedding Methods for Node Clustering
  20. Altmetric Badge
    Chapter 19 Similarity-Based Unsupervised Evaluation of Outlier Detection
  21. Altmetric Badge
    Chapter 20 FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
  22. Altmetric Badge
    Chapter 21 Causal Disentanglement with Network Information for Debiased Recommendations
  23. Altmetric Badge
    Chapter 22 Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques
  24. Altmetric Badge
    Chapter 23 Self-supervised Information Retrieval Trained from Self-generated Sets of Queries and Relevant Documents
  25. Altmetric Badge
    Chapter 24 Discovering Knowledge Graphs via Attention-Driven Graph Generation
  26. Altmetric Badge
    Chapter 25 Visual Recommendation and Visual Search for Fashion E-Commerce
Attention for Chapter 7: On Projections to Linear Subspaces
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About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Above-average Attention Score compared to outputs of the same age and source (58th percentile)

Mentioned by

twitter
4 X users

Citations

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3 Dimensions

Readers on

mendeley
1 Mendeley
Summary X Dimensions citations
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Chapter title
On Projections to Linear Subspaces
Chapter number 7
Book title
Similarity Search and Applications
Published in
arXiv, September 2022
DOI 10.1007/978-3-031-17849-8_7
Book ISBNs
978-3-03-117848-1, 978-3-03-117849-8
Authors

Erik Thordsen, Erich Schubert, Thordsen, Erik, Schubert, Erich

View on publisher site
X Demographics

X Demographics

The data shown below were collected from the profiles of 4 X users who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 1 Mendeley reader of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 1 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 1 100%
Readers by discipline Count As %
Physics and Astronomy 1 100%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 27 September 2022.
All research outputs
#16,434,965
of 24,980,180 outputs
Outputs from arXiv
#341,901
of 1,018,032 outputs
Outputs of similar age
#231,762
of 429,293 outputs
Outputs of similar age from arXiv
#13,917
of 37,405 outputs
Altmetric has tracked 24,980,180 research outputs across all sources so far. This one is in the 32nd percentile – i.e., 32% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,018,032 research outputs from this source. They receive a mean Attention Score of 4.1. This one has gotten more attention than average, scoring higher than 61% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 429,293 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 42nd percentile – i.e., 42% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 37,405 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 58% of its contemporaries.

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