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researcher

Natalia V. Sidorova

3 papers hereh-index 293.7k citations138 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.DB1

identity via Semantic Scholar / OpenAlex

most citedMining Process Model Descriptions of Daily Life through Event Abstraction

28 citations · 28 across the 1 of their papers we have counts for

collaborators

3 papers

cs.DB2017

Guided Interaction Exploration in Artifact-centric Process Models

Maikel L. van Eck, Natalia Sidorova, Wil M. P. van der Aalst

Artifact-centric process models aim to describe complex processes as a collection of interacting artifacts. Recent development in process mining allow for the discovery of such mod…

cs.LG2017★ 28 cited

Mining Process Model Descriptions of Daily Life through Event Abstraction

Niek Tax, Natalia Sidorova, Reinder Haakma +1

Process mining techniques focus on extracting insight in processes from event logs. Process mining has the potential to provide valuable insights in (un)healthy habits and to contr…

cs.LG2017

Generating Time-Based Label Refinements to Discover More Precise Process Models

Niek Tax, Emin Alasgarov, Natalia Sidorova +2

Process mining is a research field focused on the analysis of event data with the aim of extracting insights related to dynamic behavior. Applying process mining techniques on data…

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