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07/03/2023
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms
Entity resolution (ER) is the process of identifying records that refer ...
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04/24/2023
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis Benchmark]
Many recent works on Entity Resolution (ER) leverage Deep Learning techn...
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06/30/2022
Sensitivity-enhanced generalized polynomial chaos for efficient uncertainty quantification
We present an enriched formulation of the Least Squares (LSQ) regression...
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05/04/2022
Three-dimensional Geospatial Interlinking with JedAI-spatial
Geospatial data constitutes a considerable part of (Semantic) Web data, ...
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04/21/2022
Sensitivity analysis of chaotic systems using a frequency-domain shadowing approach
We present a frequency-domain method for computing the sensitivities of ...
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04/19/2022
Generalized Supervised Meta-blocking (technical report)
Entity Resolution constitutes a core data integration task that relies o...
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02/25/2022
How to reduce the search space of Entity Resolution: with Blocking or Nearest Neighbor search?
Entity Resolution suffers from quadratic time complexity. To increase it...
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12/28/2021
Bipartite Graph Matching Algorithms for Clean-Clean Entity Resolution: An Empirical Evaluation
Entity Resolution (ER) is the task of finding records that refer to the ...
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05/22/2020
OBDA for the Web: Creating Virtual RDF Graphs On Top of Web Data Sources
Due to Variety, Web data come in many different structures and formats, ...
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05/15/2019
End-to-End Entity Resolution for Big Data: A Survey
One of the most important tasks for improving data quality and the relia...
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05/15/2019
Schema-agnostic Progressive Entity Resolution (extended version)
Entity Resolution (ER) is the task of finding entity profiles that corre...
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05/15/2019
MinoanER: Schema-Agnostic, Non-Iterative, Massively Parallel Resolution of Web Entities
Entity Resolution (ER) aims to identify different descriptions in variou...
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05/15/2019
A Survey of Blocking and Filtering Techniques for Entity Resolution
Efficiency techniques are an integral part of Entity Resolution, since i...
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01/16/2019