Search Results for author: Cor J. Veenman

Found 5 papers, 2 papers with code

Gender mobility in the labor market with skills-based matching models

no code implementations17 Jul 2023 Ajaya Adhikari, Steven Vethman, Daan Vos, Marc Lenz, Ioana Cocu, Ioannis Tolios, Cor J. Veenman

For skills-based matching, it is unclear if and how a shift in the gender distribution, which we call gender mobility, between occupations will be effected.

Language Modelling

Anomalous NO2 emitting ship detection with TROPOMI satellite data and machine learning

no code implementations24 Feb 2023 Solomiia Kurchaba, Jasper van Vliet, Fons J. Verbeek, Cor J. Veenman

It is based on a proposed regression model predicting the amount of $\text{NO}_\text{2}$ that is expected to be produced by a ship with certain properties operating in the given atmospheric conditions.

PERFEX: Classifier Performance Explanations for Trustworthy AI Systems

1 code implementation12 Dec 2022 Erwin Walraven, Ajaya Adhikari, Cor J. Veenman

Information about conditions under which the classifier is able to support the decision maker is not available, while for instance information about when the system is not able to differentiate classes can be very helpful.

Supervised segmentation of NO2 plumes from individual ships using TROPOMI satellite data

no code implementations14 Mar 2022 Solomiia Kurchaba, Jasper van Vliet, Fons J. Verbeek, Jacqueline J. Meulman, Cor J. Veenman

This work is a crucial step toward the development of an automated procedure for global ship emission monitoring using remote sensing data.

Fair Tree Classifier using Strong Demographic Parity

1 code implementation18 Oct 2021 António Pereira Barata, Frank W. Takes, H. Jaap van den Herik, Cor J. Veenman

When dealing with sensitive data in automated data-driven decision-making, an important concern is to learn predictors with high performance towards a class label, whilst minimising for the discrimination towards any sensitive attribute, like gender or race, induced from biased data.

Attribute Classification +2

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