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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 276–300 of 524 papers

TitleStatusHype
Retrieval from Mixed Sampling Frequency: Generic Identifiability in the Unit Root VAR—0
A Novel Channel Identification Architecture for mmWave Systems Based on Eigen Features—0
Research and Optimization of Heliostat Field Layout Based on Mixed Strategy Whale Optimization Algorithm—0
An Effective Dereverberation Algorithm by Fusing MVDR and MCLP—0
Scaling the Wild: Decentralizing Hogwild!-style Shared-memory SGDCode0
State space partitioning based on constrained spectral clustering for block particle filtering—0
Intelligent Blockage Prediction and Proactive Handover for Seamless Connectivity in Vision-Aided 5G/6G UDNs—0
A Neural Network Model of Continual Learning with Cognitive Control—0
A Multi-Domain VNE Algorithm based on Load Balancing in the IoT networks—0
Learning a Discrete Set of Optimal Allocation Rules in a Queueing System with Unknown Service Rate—0
Discourse-Aware Prompt Design for Text Generation—0
Discourse-Aware Soft Prompting for Text Generation—0
Attention based Occlusion Removal for Hybrid Telepresence Systems—0
MUCIC at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using N-grams and Multilingual Sentence Encoders—0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond—0
Do price reductions attract customers in urban public transport? A synthetic control approach—0
Reinforcement Learning of Self Enhancing Camera Image and Signal ProcessingCode0
Blocking Probability in Obstructed Tunnels with Reconfigurable Intelligent Surface—0
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention—0
Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning—0
Em-K Indexing for Approximate Query Matching in Large-scale ER—0
Leveraging Causal Graphs for Blocking in Randomized Experiments—0
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19—0
Hand Me Your PIN! Inferring ATM PINs of Users Typing with a Covered Hand—0
Containerized Distributed Value-Based Multi-Agent Reinforcement Learning—0
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