Emma Beauxis-Aussalet

According to our database, Emma Beauxis-Aussalet authored at least 18 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Analysing and Organising Human Communications for AI Fairness-Related Decisions: Use Cases from the Public Sector.

Mirthe Dankloff, Vanja Skoric, Giovanni Sileno, Sennay Ghebreab, Jacco van Ossenbruggen, Emma Beauxis-Aussalet

CoRR, 2024

2022

End-to-End Bias Mitigation in Candidate Recommender Systems with Fairness Gates.

Adam Mehdi Arafan, David Graus, Fernando P. Santos, Emma Beauxis-Aussalet

Proceedings of the 2nd Workshop on Recommender Systems for Human Resources (RecSys-in-HR 2022) co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

2021

The Role of Interactive Visualization in Fostering Trust in AI.

Emma Beauxis-Aussalet, Michael Behrisch, Rita Borgo, Duen Horng Chau, Christopher Collins, David S. Ebert, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Jörn Kohlhammer, Daniela Oelke, Jaakko Peltonen, Maria Riveiro, Tobias Schreck, Hendrik Strobelt, Jarke J. van Wijk, Theresa-Marie Rhyne

IEEE Computer Graphics and Applications, 2021

Error Variance, Fairness, and the Curse on Minorities.

Emma Beauxis-Aussalet

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

2018

Supporting End-User Understanding of Classification Errors.

Emma Beauxis-Aussalet, Joost van Doorn, Lynda Hardman

Proceedings of the 36th European Conference on Cognitive Ergonomics, 2018

2017

Prediction Scores as a Window into Classifier Behavior.

Medha Katehara, Emma Beauxis-Aussalet, Bilal Alsallakh

CoRR, 2017

The CWI World Cup Competition: Eliciting Sets of Acceptable Gambles.

Erik Quaeghebeur, Chris Wesseling, Emma Beauxis-Aussalet, Teresa Piovesan, Tom F. Sterkenburg

Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017

Extended Methods to Handle Classification Biases.

Emma Beauxis-Aussalet, Lynda Hardman

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016

Understanding Uncertainty Issues in the Exploration of Fish Counts.

Emma Beauxis-Aussalet, Lynda Hardman

Proceedings of the Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, 2016

User Information Needs.

Emma Beauxis-Aussalet, Lynda Hardman

Proceedings of the Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, 2016

Uncertainty-aware estimation of population abundance using machine learning.

Bastiaan J. Boom, Emma Beauxis-Aussalet, Lynda Hardman, Robert B. Fisher

Multim. Syst., 2016

Ergonomic Considerations for the Design and the Evaluation of Uncertain Data Visualizations.

Sabine Theis, Christina Bröhl, Matthias Wille, Peter Rasche, Alexander Mertens, Emma Beauxis-Aussalet, Lynda Hardman, Christopher M. Schlick

Proceedings of the Human Interface and the Management of Information: Information, Design and Interaction, 2016

2015

Multi-Purpose Exploration of Uncertain Data for the Video Monitoring of Ecosystems.

Emma Beauxis-Aussalet, Lynda Hardman

Proceedings of the 3rd Workshop on Visualisation in Environmental Sciences, 2015

Supporting Non-Experts' Awareness of Uncertainty: Negative Effects of Simple Visualizations in Multiple Views.

Emma Beauxis-Aussalet, Elvira Arslanova, Lynda Hardman

Proceedings of the European Conference on Cognitive Ergonomics, 2015

Multifactorial uncertainty assessment for monitoring population abundance using computer vision.

Emma Beauxis-Aussalet, Lynda Hardman

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

A rule-based event detection system for real-life underwater domain.

Concetto Spampinato, Emmanuelle Beauxis-Aussalet, Simone Palazzo, Cigdem Beyan, Jacco van Ossenbruggen, Jiyin He, Bas Boom, Xuan Huang

Mach. Vis. Appl., 2014

2013

A case study of trust issues in scientific video collections.

Emma Beauxis-Aussalet, Elvira Arslanova, Lynda Hardman, Jacco van Ossenbruggen

Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013

A video processing and data retrieval framework for fish population monitoring.

Emma Beauxis-Aussalet, Simone Palazzo, Gayathri Nadarajan, Elvira Arslanova, Concetto Spampinato, Lynda Hardman

Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013