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R. Wrembel

4 papers hereh-index 191.6k citations159 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.DB2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedPRESISTANT: Learning based assistant for data pre-processing

18 citations · 19 across the 4 of their papers we have counts for

collaborators

4 papers

cs.DB2026

Relational Database Data Lineage Ontology

Jakub Dutkiewicz, Paweł Misiorek, Robert Wrembel

Modeling data lineage in relational databases remains a challenging problem, particularly in scenarios involving incomplete or missing dependencies between database objects. In thi…

cs.LG2022★ 1 cited

Quality versus speed in energy demand prediction for district heating systems

Witold Andrzejewski, Jedrzej Potoniec, Maciej Drozdowski +3

In this paper, we consider energy demand prediction in district heating systems. Effective energy demand prediction is essential in combined heat power systems when offering electr…

cs.DB2018

Evaluation of Semantic Metadata Pair Modelling Using Data Clustering

Hiba Khalid, Esteban Zimanyi, Robert Wrembel

Metadata presents a medium for connection, elaboration, examination, and comprehension of relativity between two datasets. Metadata can be enriched to calculate the existence of a…

cs.LG2018★ 18 cited

PRESISTANT: Learning based assistant for data pre-processing

Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet +1

Data pre-processing is one of the most time consuming and relevant steps in a data analysis process (e.g., classification task). A given data pre-processing operator (e.g., transfo…

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