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 451–500 of 524 papers

TitleStatusHype
Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System with Online Reinforcement Learning—0
Deeply Supervised Depth Map Super-Resolution as Novel View Synthesis—0
Optimal occlusion uniformly partitions red blood cells fluxes within a microvascular network—0
Face Recognition Using Map Discriminant on YCbCr Color Space—0
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning ModelsCode0
Blue-blocking spectacles lenses for retinal damage protection and circadian rhythm: evaluation parameters—0
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images—0
AdGraph: A Graph-Based Approach to Ad and Tracker BlockingCode0
On Asynchronous Non-Dominated Sorting for Steady-State Multiobjective Evolutionary Algorithms—0
An efficient deep convolutional laplacian pyramid architecture for CS reconstruction at low sampling ratiosCode0
One-Two-One Networks for Compression Artifacts Reduction in Remote Sensing—0
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples—0
SparCML: High-Performance Sparse Communication for Machine Learning—0
Distributed One-class Learning—0
A Unified Deep Learning Architecture for Abuse Detection—0
ConvCSNet: A Convolutional Compressive Sensing Framework Based on Deep Learning—0
Learning to Customize Network Security RulesCode0
Learning a Virtual Codec Based on Deep Convolutional Neural Network to Compress Image—0
60 GHz Blockage Study Using Phased Arrays—0
Increased hepatic PDGF-AA signaling mediates liver insulin resistance in obesity associated type 2 diabetes—0
The blocking effect and Korean caki—0
School bus routing by maximizing trip compatibility—0
Emergent Complexity via Multi-Agent CompetitionCode0
Image Dehazing using Bilinear Composition Loss Function—0
Scaling Author Name Disambiguation with CNF Blocking—0
EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks—0
Random Forest DBSCAN for USPTO Inventor Name Disambiguation—0
Eyemotion: Classifying facial expressions in VR using eye-tracking cameras—0
A Survey on Resilient Machine Learning—0
Magnetic properties of photosynthetic materials - a nano scale study—0
Using GPI-2 for Distributed Memory Paralleliziation of the Caffe Toolbox to Speed up Deep Neural Network Training—0
Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems—0
Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years—0
Blocking Transferability of Adversarial Examples in Black-Box Learning Systems—0
Learning to Use Learners' Advice—0
A computational study on synaptic and extrasynaptic effects of astrocyte glutamate uptake on orientation tuning in V1—0
Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines—0
Safety Verification and Control for Collision Avoidance at Road Intersections—0
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather eventsCode0
Blocking and Other Enhancements for Bottom-Up Model Generation Methods—0
Probabilistic Duality for Parallel Gibbs Sampling without Graph Coloring—0
Long-distance anaphors and the blocking effect revisited-An East Asian perspective—0
Nonlinear Statistical Data Assimilation for HVC_RA Neurons in the Avian Song System—0
An Ensemble Blocking Scheme for Entity Resolution of Large and Sparse Datasets—0
Deep Convolution Networks for Compression Artifacts ReductionCode0
Blocking Collapsed Gibbs Sampler for Latent Dirichlet Allocation Models—0
A Systematic Approach to Blocking Convolutional Neural NetworksCode0
Modelling the ziji Blocking Effect and Constraining Bound Variable Derivations in MC-TAG with Delayed Locality—0
Coupling volume-excluding compartment-based models of diffusion at different scales: Voronoi and pseudo-compartment approaches—0
Adaptive Candidate Generation for Scalable Edge-discovery Tasks on Data Graphs—0
Show:102550
← PrevPage 10 of 11Next →

No leaderboard results yet.