Nicola Rossberg

According to our database, Nicola Rossberg authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

Improving Explanations: Applying the Feature Understandability Scale for Cost-Sensitive Feature Selection.

Nicola Rossberg, Bennett Kleinberg, Barry O'Sullivan, Luca Longo, Andrea Visentin

CoRR, April, 2026

SHAPCA: Consistent and Interpretable Explanations for Machine Learning Models on Spectroscopy Data.

Mingxing Zhang, Nicola Rossberg, Simone Innocente, Katarzyna Komolibus, Rekha Gautam, Barry O'Sullivan, Luca Longo, Andrea Visentin

CoRR, March, 2026

2025

The Feature Understandability Scale for Human-Centred Explainable AI: Assessing Tabular Feature Importance.

Nicola Rossberg, Bennett Kleinberg, Barry O'Sullivan, Luca Longo, Andrea Visentin

CoRR, October, 2025

Machine Learning Applications to Diffuse Reflectance Spectroscopy in Optical Diagnosis; A Systematic Review.

Nicola Rossberg, Celina L. Li, Simone Innocente, Stefan Andersson-Engels, Katarzyna Komolibus, Barry O'Sullivan, Andrea Visentin

CoRR, March, 2025

Predicting Daily Depression Scores Using Passive Sensing: A Behaviour-Aware Approach to Missing Value Handling.

Sarah Corbett, Nicola Rossberg, Malik Muhammad Qirtas, Andrea Visentin

Proceedings of the IEEE International Conference on Smart Computing, 2025

2024

AI-Informed Development for a Lactate Measurement Tool.

Cian Kiely, Nicola Rossberg, Shree Krishnamoorth, Andrea Visentin

Proceedings of The 32nd Irish Conference on Artificial Intelligence and Cognitive Science, 2024

2022

Who is GPT-3? An Exploration of Personality, Values and Demographics.

Marilù Miotto, Nicola Rossberg, Bennett Kleinberg

CoRR, 2022