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D. Stepanova

3 papers hereh-index 13554 citations35 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.AI1
  • cs.CL1
  • cs.DC1
same name
  • D. Stepanova — 3 papers, h 3
  • D. Stepanova — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedHybrid ASP-based Approach to Pattern Mining

7 citations · 7 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2024

Learning Rules from KGs Guided by Language Models

Zihang Peng, Daria Stepanova, Vinh Thinh Ho +3

Advances in information extraction have enabled the automatic construction of large knowledge graphs (e.g., Yago, Wikidata or Google KG), which are widely used in many applications…

cs.DC2023

Addressing the Scalability Bottleneck of Semantic Technologies at Bosch

Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova +4

At the heart of smart manufacturing is real-time semi-automatic decision-making. Such decisions are vital for optimizing production lines, e.g., reducing resource consumption, impr…

cs.AI2018★ 7 cited

Hybrid ASP-based Approach to Pattern Mining

Sergey Paramonov, Daria Stepanova, Pauli Miettinen

Detecting small sets of relevant patterns from a given dataset is a central challenge in data mining. The relevance of a pattern is based on user-provided criteria; typically, all…

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