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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 476–500 of 524 papers

TitleStatusHype
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
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