Exploiting block co-occurrence to control block sizes for entity resolution
Sign Up to like & getrecommendations! Published in 2019 at "Knowledge and Information Systems"
DOI: 10.1007/s10115-019-01347-0
Abstract: The problem of identifying duplicated entities in a dataset has gained increasing importance during the last decades. Due to the large size of the datasets, this problem can be very costly to be solved due… read more here.
Keywords: block sizes; problem; block; entity resolution ... See more keywords
d-blink: Distributed End-to-End Bayesian Entity Resolution
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2020.1825451
Abstract: Abstract Entity resolution (ER; also known as record linkage or de-duplication) is the process of merging noisy databases, often in the absence of unique identifiers. A major advancement in ER methodology has been the application… read more here.
Keywords: blink distributed; entity; entity resolution; end end ... See more keywords
Fairness and Explanations in Entity Resolution: An Overview
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3599990
Abstract: Entity Resolution (ER) is a fundamental task in data integration, enabling the identification of records that refer to the same real-world entity across diverse and often heterogeneous data sources. Recent advances in Artificial Intelligence (AI)… read more here.
Keywords: entity resolution; fairness explanations; overview fairness; entity ... See more keywords
ADMH-ER: Adaptive Denoising Multi-Modal Hybrid for Entity Resolution
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2025.3526623
Abstract: Multi-Modal Knowledge Graphs (MMKGs), comprising relational triples and related multi-modal data (e.g., text and images), usually suffer from the problems of low coverage and incompleteness. To mitigate this, existing studies introduce a fundamental MMKG fusion… read more here.
Keywords: entity resolution; denoising multi; multi; multi modal ... See more keywords
(Almost) All of Entity Resolution
Sign Up to like & getrecommendations! Published in 2022 at "Science advances"
DOI: 10.1126/sciadv.abi8021
Abstract: Whether the goal is to estimate the number of people that live in a congressional district, to estimate the number of individuals that have died in an armed conflict, or to disambiguate individual authors using… read more here.
Keywords: science; entity resolution; almost entity; entity ... See more keywords
A Method for Entity Resolution in High Dimensional Data Using Ensemble Classifiers
Sign Up to like & getrecommendations! Published in 2017 at "Mathematical Problems in Engineering"
DOI: 10.1155/2017/4953280
Abstract: In order to improve utilization rate of high dimensional data features, an ensemble learning method based on feature selection for entity resolution is developed. Entity resolution is regarded as a binary classification problem, an optimization… read more here.
Keywords: dimensional data; high dimensional; method; entity resolution ... See more keywords
Improving Emergency Medical Services Information Exchange: Methods for Automating Entity Resolution
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220004
Abstract: The 21st century has seen an enormous growth in emergency medical services (EMS) information technology systems, with corresponding accumulation of large volumes of data. Despite this growth, integration efforts between EMS-based systems and electronic health… read more here.
Keywords: entity resolution; medical services; information; emergency medical ... See more keywords