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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 176–200 of 524 papers

TitleStatusHype
Understanding and Counteracting Feature-Level Bias in Click-Through Rate PredictionCode0
Proactive Blockage Prediction for UAV assisted Handover in Future Wireless Network—0
Neural Locality Sensitive Hashing for Entity Blocking—0
Nash Soft Actor-Critic LEO Satellite Handover Management Algorithm for Flying Vehicles—0
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction—0
An Experimental Study of Decentralized Matching—0
Should ChatGPT Write Your Breakup Text? Exploring the Role of AI in Relationship Dissolution—0
Consolidating Strategies for Countering Hate Speech Using Persuasive Dialogues—0
Catch Me if You Can: Effective Honeypot Placement in Dynamic AD Attack Graphs—0
ShallowBlocker: Improving Set Similarity Joins for Blocking—0
Neural Reasoning About Agents' Goals, Preferences, and Actions—0
-fractional Core Stability in Hedonic Games—0
Efficacy Analysis of Power Swing Blocking and Out-of-Step Tripping Functions in Grid-Following VSC Systems—0
Couples can be tractable: New algorithms and hardness results for the Hospitals / Residents problem with Couples—0
Submandibular Sialolithiasis in a 9-year-old child: case report—0
Covariance Blocking and Whitening Method for Successive Relative Transfer Function Vector Estimation in Multi-Speaker Scenarios—0
End-to-end Story Plot Generator—0
Optimizing Key-Selection for Face-based One-Time Biometrics via Morphing—0
RBF Weighted Hyper-Involution for RGB-D Object Detection—0
ISLAND: Interpolating Land Surface Temperature using land coverCode0
CNN Injected Transformer for Image Exposure CorrectionCode0
Neural Influence Estimator: Towards Real-time Solutions to Influence Blocking Maximization—0
A Deep Dive into the Connections Between the Renormalization Group and Deep Learning in the Ising Model—0
Model predictive control with dynamic move blocking—0
Digital elevation model correction in urban areas using extreme gradient boosting, land cover and terrain parameters—0
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