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Blocking

Entity resolution (also known as entity matching, record linkage, or duplicate detection) is the task of finding records that refer to the same real-world entity across different data sources (e.g., data files, books, websites, and databases). (Source: Wikipedia)

Blocking is a crucial step in any entity resolution pipeline because a pair-wise comparison of all records across two data sources is infeasible. Blocking applies a computationally cheap method to generate a smaller set of candidate record pairs reducing the workload of the matcher. During matching a more expensive pair-wise matcher generates a final set of matching record pairs.

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Papers

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Showing 426–450 of 524 papers

TitleStatusHype
An Effective Dereverberation Algorithm by Fusing MVDR and MCLP—0
An Efficient Style Virtual Try on Network for Clothing Business Industry—0
An Ensemble Blocking Scheme for Entity Resolution of Large and Sparse Datasets—0
A Neural Network Model of Continual Learning with Cognitive Control—0
A Framework for Causal Discovery in non-intervenable systems—0
An Experimental Study of Decentralized Matching—0
An innovation-based cycle-slip, multipath estimation, detection and mitigation method for tightly coupled GNSS/INS/Vision navigation in urban areas—0
An introduction to Causal Modelling—0
Annotation Efficiency: Identifying Hard Samples via Blocked Sparse Linear Bandits—0
Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks—0
A Novel Channel Identification Architecture for mmWave Systems Based on Eigen Features—0
A Novel Signal Detection Method for Photon-Counting Communications with Nonlinear Distortion Effects—0
Application of a New Designed ROADM to Improve the Performance of Elastic Optical Network—0
A Review of the GIC Blocker Placement Problem—0
A small molecule drug candidate targeting SARS-CoV-2 main protease—0
Astrocytic NMDA Receptors Modulate the Dynamics of Continuous Attractors—0
A Survey on Resilient Machine Learning—0
Attention based Occlusion Removal for Hybrid Telepresence Systems—0
A Unified Deep Learning Architecture for Abuse Detection—0
Autellix: An Efficient Serving Engine for LLM Agents as General Programs—0
Automated Detection of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks—0
Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years—0
A Variable Rate Fronthaul Scheme for Cloud Radio Access Networks (C-RAN)—0
Avoiding Deadlocks Is Not Enough: Analysis and Resolution of Blocked Airplanes—0
Bayesian Panel Quantile Regression for Binary Outcomes with Correlated Random Effects: An Application on Crime Recidivism in Canada—0
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