3 papers
stat.AP2025
BlockingPy: approximate nearest neighbours for blocking of records for entity resolution
Tymoteusz Strojny, Maciej Beręsewicz
Entity resolution (probabilistic record linkage, deduplication) is a key step in scientific analysis and data science pipelines involving multiple data sources. The objective of en…
stat.AP2024
Multilingual hierarchical classification of job advertisements for job vacancy statistics
Maciej Beręsewicz, Marek Wydmuch, Herman Cherniaiev +1
The goal of this paper is to develop a multilingual classifier and conditional probability estimator of occupation codes for online job advertisements in accordance with the Intern…
stat.AP2020
Scanner data in inflation measurement: from raw data to price indices
Jacek Białek, Maciej Beręsewicz
Scanner data offer new opportunities for CPI or HICP calculation. They can be obtained from a~wide variety of~retailers (supermarkets, home electronics, Internet shops, etc.) and p…