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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 201–250 of 524 papers

TitleStatusHype
Collaborative Tracking Learning for Frame-Rate-Insensitive Multi-Object TrackingCode0
Informative Scene Graph Generation via Debiasing—0
Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment—0
Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion Parameters—0
DisCover: Disentangled Music Representation Learning for Cover Song Identification—0
Non-Ideal Program-Time Conservation in Charge Trap Flash for Deep Learning—0
Reconfigurable Intelligent Surface Assisted Railway Communications: A survey—0
Impact of UAVs Equipped with ADS-B on the Civil Aviation Monitoring System—0
Application of a New Designed ROADM to Improve the Performance of Elastic Optical Network—0
Optimal Vaccination Policy to Prevent Endemicity: A Stochastic Model—0
Restoration of the JPEG Maximum Lossy Compressed Face Images with Hourglass Block based on Early Stopping Discriminator—0
Improved Projection-free Online Continuous Submodular Maximization—0
Image Classification of Stroke Blood Clot Origin using Deep Convolutional Neural Networks and Visual Transformers—0
Machine Unlearning: its nature, scope, and importance for a "delete culture"—0
Spatial-Frequency Discriminability for Revealing Adversarial PerturbationsCode0
Simultaneous Modeling of In Vivo and In Vitro Effects of Nondepolarizing Neuromuscular Blocking Drugs—0
Fast Distributed Inference Serving for Large Language Models—0
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels—0
Time-Selective RNN for Device-Free Multi-Room Human Presence Detection Using WiFi CSI—0
Partition-based Stability of Coalitional Games—0
Observability Blocking for Functional Privacy of Linear Dynamic Networks—0
Classification of social media Toxic comments using Machine learning modelsCode0
Protecting User Privacy in Online Settings via Supervised Learning—0
Secure State Estimation with Asynchronous Measurements against Malicious Measurement-data and Time-stamp Manipulation—0
Fault diagnosis for PV arrays considering dust impact based on transformed graphical feature of characteristic curves and convolutional neural network with CBAM modules—0
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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