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researcher

A. Kalenkova

7 papers hereh-index 13483 citations41 works total

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

author position
  • first author4
  • middle author2
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.DB1
  • cs.LG1
  • cs.MA1
  • cs.SI1
  • math.PR1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedEntropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining

6 citations · 9 across the 6 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2021

Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory

Anna Kalenkova, Josep Carmona, Artem Polyvyanyy +1

State-of-the-art process discovery methods construct free-choice process models from event logs. Consequently, the constructed models do not take into account indirect dependencies…

cs.AI2020★ 6 cited

Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining

Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio +6

This paper presents a command-line tool, called Entropia, that implements a family of conformance checking measures for process mining founded on the notion of entropy from informa…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.