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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 351–400 of 524 papers

TitleStatusHype
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction—0
Machine Learning based Post Processing Artifact Reduction in HEVC Intra Coding—0
Machine Unlearning: its nature, scope, and importance for a "delete culture"—0
MagicEyes: A Large Scale Eye Gaze Estimation Dataset for Mixed Reality—0
Magnetic properties of photosynthetic materials - a nano scale study—0
Mass campaigns with antimalarial drugs: a modelling comparison of artemether-lumefantrine and DHA-piperaquine with and without primaquine as tools for malaria control and elimination—0
Massive Dimensions Reduction and Hybridization with Meta-heuristics in Deep Learning—0
Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences—0
Matching, Unanticipated Experiences, Divorce, Flirting, Rematching, Etc—0
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training—0
MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning—0
MIMO Antenna Elements Effect on Chassis Modes—0
Minimizing Instability in Strategy-Proof Matching Mechanism Using A Linear Programming Approach—0
Minimizing the Societal Cost of Credit Card Fraud with Limited and Imbalanced Data—0
ML Estimation and CRBs for Reverberation, Speech and Noise PSDs in Rank-Deficient Noise-Field—0
Medha: Efficiently Serving Multi-Million Context Length LLM Inference Requests Without Approximations—0
Model Extraction Attacks on Split Federated Learning—0
Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines—0
Modelling the ziji Blocking Effect and Constraining Bound Variable Derivations in MC-TAG with Delayed Locality—0
Minimizing Robot Navigation-Graph For Position-Based Predictability By Humans—0
Model predictive control with dynamic move blocking—0
Model Properties for Efficient Synthesis of Nonblocking Modular Supervisors—0
MUCIC at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using N-grams and Multilingual Sentence Encoders—0
Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks—0
Multiple Latent Space Mapping for Compressed Dark Image Enhancement—0
Named Entity Recognition and Resolution in Legal Text—0
Nash Soft Actor-Critic LEO Satellite Handover Management Algorithm for Flying Vehicles—0
NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry—0
Network Coexistence Analysis of RIS-Assisted Wireless Communications—0
Network Diffuser for Placing-Scheduling Service Function Chains with Inverse Demonstration—0
Neural Influence Estimator: Towards Real-time Solutions to Influence Blocking Maximization—0
Neural Locality Sensitive Hashing for Entity Blocking—0
Neural Reasoning About Agents' Goals, Preferences, and Actions—0
Neural Video Compression with Feature Modulation—0
New Approach of Estimating PSNR-B For De-blocked Images—0
Non-Blocking Batch A* (Technical Report)—0
Non-Blocking Robustness Analysis in Discrete Event Systems—0
Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks—0
Nonequilibrium model of short-range repression in gene transcription regulation—0
Non-Ideal Program-Time Conservation in Charge Trap Flash for Deep Learning—0
Nonlinear Robust Periodic Output Regulation of Minimum Phase Systems—0
Nonlinear Statistical Data Assimilation for HVC_RA Neurons in the Avian Song System—0
Observability-Blocking Controls for Double-Integrator and Higher Order Integrator Networks—0
Observability-Blocking Control using Sparser and Regional Feedback for Network Synchronization Processes—0
Observability Blocking for Functional Privacy of Linear Dynamic Networks—0
On Asynchronous Non-Dominated Sorting for Steady-State Multiobjective Evolutionary Algorithms—0
On-Chip and Off-Chip TIA Amplifiers for Nanopore Signal Readout Design, Performance and Challenges: A Review—0
One-Two-One Networks for Compression Artifacts Reduction in Remote Sensing—0
On Identifying Anomalies in Tor Usage with Applications in Detecting Internet Censorship—0
On the impact of Masking and Blocking Hypotheses for measuring efficacy of new tuberculosis vaccines—0
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