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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 326–350 of 524 papers

TitleStatusHype
DABT: A Dependency-aware Bug Triaging MethodCode0
Reinforcement learning for Admission Control in 5G Wireless Networks—0
Accelerating Neural Network Training with Distributed Asynchronous and Selective Optimization (DASO)—0
The lattice of worker-quasi-stable matchings—0
Theta, alpha and gamma traveling waves in a multi-item working memory model—0
A general framework for reversible data hiding in encrypted images by reserving room before encryption—0
ACRE: Abstract Causal REasoning Beyond Covariation—0
Robust Vision-Based Cheat Detection in Competitive Gaming—0
Observability-Blocking Control using Sparser and Regional Feedback for Network Synchronization Processes—0
Automated Detection of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks—0
Predicting Eye Fixations Under Distortion Using Bayesian Observers—0
Security Assessment and Impact Analysis of Cyberattacks in Integrated T&D Power Systems—0
Recurrent Submodular Welfare and Matroid Blocking Bandits—0
Shapley-Scarf Housing Markets: Respecting Improvement, Integer Programming, and Kidney Exchange—0
Efficient MPI-based Communication for GPU-Accelerated Dask ApplicationsCode0
Learning Dual Priors for JPEG Compression Artifacts Removal—0
Local SGD Meets Asynchrony—0
Universal Silicon Microwave Photonic Spectral Shaper—0
Reduction of the Number of Variables in Parametric Constrained Least-Squares Problems—0
Learned Block-based Hybrid Image Compression—0
IPM Move Planner: AN EFFICIENT EXPLOITING DEEP REINFORCEMENT LEARNING WITH MONTE CARLO TREE SEARCH—0
Strategies for Network-Safe Load Control with a Third-Party Aggregator and a Distribution Operator—0
Adversarial Blocking Bandits—0
System Identification with Biophysical Constraints: A Circuit Model of the Inner RetinaCode0
BullStop: A Mobile App for Cyberbullying Prevention—0
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