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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 251–300 of 524 papers

TitleStatusHype
Improving Ads-Profitability Using Traffic-Fingerprints—0
Detecting Unknown DGAs without Context Information—0
Incentive-compatible public transportation fares with random inspection—0
Bi-Phasic Quasistatic Brain Communication for Fully Untethered Connected Brain Implants—0
User-controllable Recommendation Against Filter BubblesCode1
Coordinated Charging Station Search in Stochastic Environments: A Multi-Agent Approach—0
S-DABT: Schedule and Dependency-Aware Bug Triage in Open-Source Bug Tracking SystemsCode0
Retrieval from Mixed Sampling Frequency: Generic Identifiability in the Unit Root VAR—0
A Novel Channel Identification Architecture for mmWave Systems Based on Eigen Features—0
Research and Optimization of Heliostat Field Layout Based on Mixed Strategy Whale Optimization Algorithm—0
An Effective Dereverberation Algorithm by Fusing MVDR and MCLP—0
Scaling the Wild: Decentralizing Hogwild!-style Shared-memory SGDCode0
State space partitioning based on constrained spectral clustering for block particle filtering—0
AutoFR: Automated Filter Rule Generation for AdblockingCode1
Intelligent Blockage Prediction and Proactive Handover for Seamless Connectivity in Vision-Aided 5G/6G UDNs—0
A Neural Network Model of Continual Learning with Cognitive Control—0
A Multi-Domain VNE Algorithm based on Load Balancing in the IoT networks—0
Learning a Discrete Set of Optimal Allocation Rules in a Queueing System with Unknown Service Rate—0
A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using LiteralsCode1
Discourse-Aware Prompt Design for Text Generation—0
StyleSwin: Transformer-based GAN for High-resolution Image GenerationCode1
Discourse-Aware Soft Prompting for Text Generation—0
Attention based Occlusion Removal for Hybrid Telepresence Systems—0
MUCIC at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using N-grams and Multilingual Sentence Encoders—0
Benchmarking Shadow Removal for Facial Landmark Detection and Beyond—0
Do price reductions attract customers in urban public transport? A synthetic control approach—0
Reinforcement Learning of Self Enhancing Camera Image and Signal ProcessingCode0
Blocking Probability in Obstructed Tunnels with Reconfigurable Intelligent Surface—0
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention—0
Time-Varying Channel Prediction for RIS-Assisted MU-MISO Networks via Deep Learning—0
Em-K Indexing for Approximate Query Matching in Large-scale ER—0
Leveraging Causal Graphs for Blocking in Randomized Experiments—0
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19—0
Containerized Distributed Value-Based Multi-Agent Reinforcement Learning—0
Hand Me Your PIN! Inferring ATM PINs of Users Typing with a Covered Hand—0
GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification—0
Suboptimal nonlinear model predictive control with input move-blocking—0
Nonlinear Robust Periodic Output Regulation of Minimum Phase Systems—0
Effective Tensor Completion via Element-wise Weighted Low-rank Tensor Train with Overlapping Ket AugmentationCode0
From General to Specific: Informative Scene Graph Generation via Balance AdjustmentCode1
INVIGORATE: Interactive Visual Grounding and Grasping in Clutter—0
Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair RecognitionCode0
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue—0
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive SensingCode1
ML-CB: Machine Learning Canvas BlockCode0
NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry—0
Deep learning for blocking in entity matching: a design space explorationCode1
Doing good by fighting fraud: Ethical anti-fraud systems for mobile payments—0
A Global Appearance and Local Coding Distortion based Fusion Framework for CNN based Filtering in Video Coding—0
MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning—0
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