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V. Estivill-Castro

4 papers hereh-index 284.1k citations252 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.CV1
  • cs.CY1
  • cs.DS1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedTree Index: A New Cluster Evaluation Technique

1 citations · 2 across the 3 of their papers we have counts for

collaborators

4 papers

cs.CY2021★ 1 cited

Randomized Classifiers vs Human Decision-Makers: Trustworthy AI May Have to Act Randomly and Society Seems to Accept This

Gábor Erdélyi, Olivia J. Erdélyi, Vladimir Estivill-Castro

As \emph{artificial intelligence} (AI) systems are increasingly involved in decisions affecting our lives, ensuring that automated decision-making is fair and ethical has become a…

cs.LG2020★ 1 cited

Tree Index: A New Cluster Evaluation Technique

A. H. Beg, Md Zahidul Islam, Vladimir Estivill-Castro

We introduce a cluster evaluation technique called Tree Index. Our Tree Index algorithm aims at describing the structural information of the clustering rather than the quantitative…

cs.CV2019

ROBO: Robust, Fully Neural Object Detection for Robot Soccer

Marton Szemenyei, Vladimir Estivill-Castro

Deep Learning has become exceptionally popular in the last few years due to its success in computer vision and other fields of AI. However, deep neural networks are computationally…

cs.DS2015

Exploiting Reduction Rules and Data Structures: Local Search for Minimum Vertex Cover in Massive Graphs

Yi Fan, Chengqian Li, Zongjie Ma +3

The Minimum Vertex Cover (MinVC) problem is a well-known NP-hard problem. Recently there has been great interest in solving this problem on real-world massive graphs. For such grap…

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