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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 151–175 of 524 papers

TitleStatusHype
AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition—0
Exponentially Weighted Algorithm for Online Network Resource Allocation with Long-Term Constraints—0
Scalable Adaptive Traffic Light Control Over a Traffic Network Including Turns, Transit Delays, and Blocking—0
Towards Universal Dense Blocking for Entity ResolutionCode0
Using Explainable AI and Transfer Learning to understand and predict the maintenance of Atlantic blocking with limited observational dataCode0
Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks—0
When faster rotation is harmful: the competition of alliances with inner blocking mechanism—0
Valeur des tests PACE et CTB_ELISA dans le diagnostic de la peste porcine classique (PPC) et le contrôle de qualité du vaccin correspondant à Madagascar—0
Fragile Stable Matchings—0
The AI Assessment Scale (AIAS) in action: A pilot implementation of GenAI supported assessment- A Preprint—0
Analysis of Intelligent Reflecting Surface-Enhanced Mobility Through a Line-of-Sight State Transition Model—0
Multiple Latent Space Mapping for Compressed Dark Image Enhancement—0
BFRFormer: Transformer-based generator for Real-World Blind Face RestorationCode0
Block and Detail: Scaffolding Sketch-to-Image Generation—0
Enhancing Roadway Safety: LiDAR-based Tree Clearance Analysis—0
Neural Video Compression with Feature Modulation—0
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction—0
Smart Mobility Digital Twin Based Automated Vehicle Navigation System: A Proof of Concept—0
Universal Prompt Optimizer for Safe Text-to-Image GenerationCode0
Electronic Conductivity Measurements in Solid Electrolytes Using an Ion Blocking Microelectrode: Noise Rejection Based on a Median Filter—0
A general mechanism for enhancer-insulator pairing reveals heterogeneous dynamics in long-distant 3D gene regulation—0
Improved Regret for Bandit Convex Optimization with Delayed Feedback—0
The dynamic interplay between in-context and in-weight learning in humans and neural networksCode0
A Review of the GIC Blocker Placement Problem—0
Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks—0
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