Ephrem Tibebe Mekonnen

Orcid: 0009-0009-3035-3441

Affiliations:
  • Technological University Dublin, School of Computer Science, Artificial Intelligence and Cognitive Load Research Lab, Ireland
  • University of Trento, Department of Computer Science, Italy


According to our database1, Ephrem Tibebe Mekonnen authored at least 7 papers between 2022 and 2025.

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

Timeline

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Bibliography

2025
LOMATCE: LOcal Model-Agnostic Time Series Classification Explanations.
IEEE Access, 2025

Explaining Time Series Classifiers Through Post-Hoc XAI Methods Capturing Temporal Dependencies.
Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

2024
A global model-agnostic rule-based XAI method based on Parameterized Event Primitives for time series classifiers.
Frontiers Artif. Intell., 2024

Interpreting Black-Box Time Series Classifiers using Parameterised Event Primitives.
Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

2023
Explaining Deep Learning Time Series Classification Models using a Decision Tree-Based Post-Hoc XAI Method.
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

Not (Only) a Matter of Position: Player Traits Which Influence the Experience with the Leaderboard in a Digital Maths Game.
Proceedings of the Games and Learning Alliance - 12th International Conference, 2023

2022
End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring.
Proceedings of the IEEE International Conference on Acoustics, 2022


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