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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 226–250 of 524 papers

TitleStatusHype
Dynamic EM Ray Tracing for Large Urban Scenes with Multiple Receivers—0
Model Extraction Attacks on Split Federated Learning—0
X-Former: In-Memory Acceleration of Transformers—0
Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions—0
SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesCode0
Frequency-domain Blind Quality Assessment of Blurred and Blocking-artefact Images using Gaussian Process Regression model—0
Robust one-shot estimation over shared networks in the presence of denial-of-service attacksCode0
Contextual adversarial attack against aerial detection in the physical world—0
Jointly Complementary&Competitive Influence Maximization with Concurrent Ally-Boosting and Rival-Preventing—0
Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems through Graph Neural Networks—0
Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning—0
Augmenting Rule-based DNS Censorship Detection at Scale with Machine LearningCode0
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks—0
Pragmatic Fairness: Developing Policies with Outcome Disparity ControlCode0
Saliency-Aware Spatio-Temporal Artifact Detection for Compressed Video Quality Assessment—0
Set-Transformer BeamsNet for AUV Velocity Forecasting in Complete DVL Outage Scenarios—0
CarFi: Rider Localization Using Wi-Fi CSI—0
Simulating 2+1D Lattice Quantum Electrodynamics at Finite Density with Neural Flow Wavefunctions—0
Scalable Graph Convolutional Network Training on Distributed-Memory Systems—0
Unidirectional Imaging using Deep Learning-Designed Materials—0
Distribution estimation and change-point estimation for time series via DNN-based GANs—0
Cellular Automata Model for Non-Structural Proteins Comparing Transmissibility and Pathogenesis of SARS Covid (CoV-2, CoV) and MERS Covid—0
The Effect of Epigenetic Blocking on Dynamic Multi-Objective Optimisation Problems—0
SAH: Shifting-aware Asymmetric Hashing for Reverse k-Maximum Inner Product SearchCode0
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches—0
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