SOTAVerified

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.

Survey on blocking:

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 326–350 of 524 papers

TitleStatusHype
Observability-Blocking Control using Sparser and Regional Feedback for Network Synchronization Processes—0
Time-Ordered Recent Event (TORE) Volumes for Event CamerasCode1
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
Shapley-Scarf Housing Markets: Respecting Improvement, Integer Programming, and Kidney Exchange—0
Recurrent Submodular Welfare and Matroid Blocking Bandits—0
Efficient MPI-based Communication for GPU-Accelerated Dask ApplicationsCode0
WearMask: Fast In-browser Face Mask Detection with Serverless Edge Computing for COVID-19Code1
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
BullStop: A Mobile App for Cyberbullying Prevention—0
System Identification with Biophysical Constraints: A Circuit Model of the Inner RetinaCode0
Adversarial Blocking Bandits—0
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
Show:102550
← PrevPage 14 of 21Next →

No leaderboard results yet.