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A survey on locality sensitive hashing algorithms and their applications
Finding nearest neighbors in high-dimensional spaces is a fundamental operation in many
diverse application domains. Locality Sensitive Hashing (LSH) is one of the most popular …
diverse application domains. Locality Sensitive Hashing (LSH) is one of the most popular …
Fargo: Fast maximum inner product search via global multi-probing
Maximum inner product search (MIPS) in high-dimensional spaces has wide applications
but is computationally expensive due to the curse of dimensionality. Existing studies employ …
but is computationally expensive due to the curse of dimensionality. Existing studies employ …
LSH-based distributed similarity indexing with load balancing in high-dimensional space
J Wu, L Shen, L Liu - The Journal of Supercomputing, 2020 - Springer
Locality-sensitive hashing (LSH) and its variants are well-known indexing schemes for
solving the similarity search problem in high-dimensional space. Traditionally, these …
solving the similarity search problem in high-dimensional space. Traditionally, these …
Similarity search in interplanetary file system with the aid of locality sensitive hash
S Fujita - IEICE TRANSACTIONS on Information and Systems, 2021 - search.ieice.org
To realize an information-centric networking, IPFS (InterPlanetary File System) generates a
unique ContentID for each content by applying a cryptographic hash to the content itself …
unique ContentID for each content by applying a cryptographic hash to the content itself …
Recent advances in ad-hoc social networking: key techniques and future research directions
Abstract Ad-hoc Social Networks are formed by groups of nodes, designating a similarity of
interests. The network establishes a two-layer hierarchical structure that comprises …
interests. The network establishes a two-layer hierarchical structure that comprises …
Piecewise maximal similarity for ad-hoc social networks
Abstract Computing Profile Similarity is a fundamental requirement in the area of Social
Networks to suggest similar social connections that have high chance of being accepted as …
Networks to suggest similar social connections that have high chance of being accepted as …
Towards load balancing for LSH-based distributed similarity indexing in high-dimensional space
L Shen, J Wu, Y Wang, L Liu - 2018 IEEE 20th International …, 2018 - ieeexplore.ieee.org
Locality-Sensitive Hashing (LSH) and its variants are well-known indexing schemes for
solving the similarity search problem in high-dimensional space. Traditionally, these …
solving the similarity search problem in high-dimensional space. Traditionally, these …
Distributed Similarity Queries Search in Metric Space in IoTSystems
K KHETTABI - 2023 - dspace.univ-guelma.dz
In recent years, the large amount of continuous and heterogeneous datagenerated by the
Internet of Things (IoT) sensors and devices madetheir record and the query search tasks …
Internet of Things (IoT) sensors and devices madetheir record and the query search tasks …
User Similarity and Trust in Online Social Networks: An Overview
In the last 10 years, the rapid development of online social networks has displaced
traditional interpersonal relationships in favor of online communications. When it comes to …
traditional interpersonal relationships in favor of online communications. When it comes to …
Matching CCD images to a stellar catalog using locality-sensitive hashing
B Liu, JZ Yu, QY Peng - Research in Astronomy and Astrophysics, 2018 - iopscience.iop.org
The usage of a subset of observed stars in a CCD image to find their corresponding
matched stars in a stellar catalog is an important issue in astronomical research. Subgraph …
matched stars in a stellar catalog is an important issue in astronomical research. Subgraph …