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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 351–375 of 524 papers

TitleStatusHype
Spatially Correlated Patterns in Adversarial Images—0
Concentration inequality for U-statistics of order two for uniformly ergodic Markov chainsCode0
Universal Embeddings for Spatio-Temporal Tagging of Self-Driving Logs—0
Nonequilibrium model of short-range repression in gene transcription regulation—0
Learning CNF Blocking for Large-scale Author Name Disambiguation—0
Minimizing Robot Navigation-Graph For Position-Based Predictability By Humans—0
Unsupervised Paraphrasing with Pretrained Language Models—0
Boosting Gradient for White-Box Adversarial Attacks—0
Post-Training BatchNorm Recalibration—0
A Framework for Causal Discovery in non-intervenable systems—0
Stuttering Speech Disfluency Prediction using Explainable Attribution Vectors of Facial Muscle Movements—0
Reforms meet fairness concerns in school and college admissions—0
Potential of proteasome inhibitors to inhibit cytokine storm in critical stage COVID-19 patients—0
V2I Connectivity-Based Dynamic Queue-Jump Lane for Emergency Vehicles: A Deep Reinforcement Learning Approach—0
Rademacher upper bounds for cross-validation errors with an application to the lasso—0
On the importance of block randomisation when designing proteomics experiments—0
Model Properties for Efficient Synthesis of Nonblocking Modular Supervisors—0
Simultaneous Estimation of X-ray Back-Scatter and Forward-Scatter using Multi-Task Learning—0
Diagnosis of Coronary Artery Disease Using Artificial Intelligence Based Decision Support System—0
Energy Efficiency Optimization in IRS-Enhanced mmWave Systems with Lens Antenna Array—0
I call BS: Fraud Detection in Crowdfunding Campaigns—0
A small molecule drug candidate targeting SARS-CoV-2 main protease—0
Adaptively Meshed Video Stabilization—0
Within host dynamics of SARS-CoV-2 in humans: Modeling immune responses and antiviral treatments—0
Virtual Screening of Plant Metabolites against Main protease, RNA-dependent RNA polymerase and Spike protein of SARS-CoV-2: Therapeutics option of COVID-19—0
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