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Izabela Szczęch

5 papers hereh-index 11390 citations31 works total

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

author position
  • first author1
  • middle author3
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG1
  • cs.OH1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedVisual-Based Analysis of Classification Measures with Applications to Imbalanced Data

43 citations · 87 across the 5 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2025

Utility Inspired Generalizations of TOPSIS

Robert Susmaga, Izabela Szczech

TOPSIS, a popular method for ranking alternatives is based on aggregated distances to ideal and anti-ideal points. As such, it was considered to be essentially different from widel…

cs.AI2023★ 35 cited

Towards Explainable TOPSIS: Visual Insights into the Effects of Weights and Aggregations on Rankings

Robert Susmaga, Izabela Szczech, Dariusz Brzezinski

Multi-Criteria Decision Analysis (MCDA) is extensively used across diverse industries to assess and rank alternatives. Among numerous MCDA methods developed to solve real-world ran…

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