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Statistical Modeling vs. Machine Learning for Deduplication of Customer Records.

, , , , , and . EDBT/ICDT Workshops, volume 3651 of CEUR Workshop Proceedings, CEUR-WS.org, (2024)

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On tuning parameters guiding similarity computations in a data deduplication pipeline for customers records: Experience from a R&D project., , , and . Inf. Syst., (March 2024)Partitioning Approach to Collocation Pattern Mining in Limited Memory Environment Using Materialized iCPI-Trees., and . ADBIS (2), volume 186 of Advances in Intelligent Systems and Computing, page 19-30. Springer, (2012)On Tuning the Sorted Neighborhood Method for Record Comparisons in a Data Deduplication Pipeline - Industrial Experience Report., , , and . DEXA (1), volume 14146 of Lecture Notes in Computer Science, page 164-178. Springer, (2023)Collocation Pattern Mining in a Limited Memory Environment Using Materialized iCPI-Tree., and . DaWaK, volume 7448 of Lecture Notes in Computer Science, page 279-290. Springer, (2012)Concurrent Execution of Data Mining Queries for Spatial Collocation Pattern Discovery., and . DaWaK, volume 8057 of Lecture Notes in Computer Science, page 184-195. Springer, (2013)Bounding box representation of co-location instances for Chebyshev and Manhattan metrics., and . Data Knowl. Eng., (May 2023)On evaluating text similarity measures for customer data deduplication., , , , and . SAC, page 297-300. ACM, (2023)Maximal Mixed-Drove Co-Occurrence Patterns., and . ADBIS, volume 12843 of Lecture Notes in Computer Science, page 15-29. Springer, (2021)Improving Quality of Agglomerative Scheduling in Concurrent Processing of Frequent Itemset Queries., , , and . Intelligent Information Systems, volume 35 of Advances in Soft Computing, page 233-242. Springer, (2006)Parallel approach to incremental co-location pattern mining., and . Inf. Sci., (2019)