Results 1 to 10 of about 303,258 (276)
SVS-JOIN: Efficient Spatial Visual Similarity Join for Geo-Multimedia [PDF]
IEEE Access, 2019 In the big data era, massive amount of multimedia data with geo-tags has been generated and collected by smart devices equipped with mobile communications module and position sensor module.
Lei Zhu +5 more
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Efficient string similarity join in multi-core and distributed systems. [PDF]
PLoS ONE, 2017 In big data area a significant challenge about string similarity join is to find all similar pairs more efficiently. In this paper, we propose a parallel processing framework for efficient string similarity join.
Cairong Yan +3 more
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Semi-Stream Similarity Join Processing in a Distributed Environment
IEEE Access, 2020 Similarity join has become very important for semi- or un-structured data processing and analysis. Although several studies have been conducted on the similarity join, little attention has been paid to a semi-stream similarity join, which is a similarity
Hong-Ji Kim, Ki-Hoon Lee
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NCIVISION: A Siamese Neural Network for Molecular Similarity Prediction MEP and RDG Images [PDF]
MoleculesArtificial neural networks in drug discovery have shown remarkable potential in various areas, including molecular similarity assessment and virtual screening. This study presents a novel multimodal Siamese neural network architecture.
Rafael Campos Vieira +5 more
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Lightweight ECC-Based Self-Healing Federated Learning Framework for Secure IIoT Networks [PDF]
SensorsThe integration of federated learning into Industrial Internet of Things (IIoT) networks enables collaborative intelligence but also exposes systems to identity spoofing, model poisoning, and malicious update injection.
Mikail Mohammed Salim +2 more
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Climate’s influence on topography encoded in stream network topology and geometry [PDF]
Nature CommunicationsStream networks express how Earth’s hydrologic cycle is embedded within its three-dimensional topography. In a top-down view, a stream network’s morphology is often described by its topological connectivity and branching geometry.
Minhui Li +5 more
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Handling data-skewness in character based string similarity join using Hadoop [PDF]
Applied Computing and Informatics, 2022 The scalability of similarity joins is threatened by the unexpected data characteristic of data skewness. This is a pervasive problem in scientific data.
Kanak Meena +3 more
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Similarity join over multiple time series under Dynamic Time Warping
CTU Journal of Innovation and Sustainable Development, 2023 Similarity join over multiple time series is an interesting task of data mining. This task aims at identifying couples of similar subsequences from multiple time series and the two subsequences might have any length and be at any position in the time ...
Bui Cong Giao
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Memory Similarity Join Algorithm Based on Index [PDF]
Jisuanji gongcheng, 2016 In traditional similarity join algorithms,data partition and refined calculation are isolated.During the refined calculation phase,all pairs of data in the same partition need to be compared with each other which leads to a large number of comparison ...
DONG Mingxiu,WANG Peng,WANG Yang,LI Qiuhong,WANG Wei
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Biomedicines, 2023 The gastrointestinal tract can be heavily infected by SARS-CoV-2. Being an auto-immunogenic virus, SARS-CoV-2 represents an environmental factor that might play a role in gut-associated autoimmune diseases.
Aaron Lerner +2 more
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