Antonios Mamalakis

Orcid: 0000-0002-1731-7595

According to our database1, Antonios Mamalakis authored at least 6 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Solving the enigma: Deriving optimal explanations of deep networks.
CoRR, 2024

2022
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience.
CoRR, 2022

Investigating the fidelity of explainable artificial intelligence methods for applications of convolutional neural networks in geoscience.
CoRR, 2022

2021
Neural Network Attribution Methods for Problems in Geoscience: A Novel Synthetic Benchmark Dataset.
CoRR, 2021

2020
Rotated spectral principal component analysis (rsPCA) for identifying dynamical modes of variability in climate systems.
CoRR, 2020

Explainable Artificial Intelligence in Meteorology and Climate Science: Model Fine-Tuning, Calibrating Trust and Learning New Science.
Proceedings of the xxAI - Beyond Explainable AI, 2020


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