Espen Alexander Fürst Ihlen

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Choose your explanation: a comparison of SHAP and Grad-CAM in human activity recognition.
Appl. Intell.
Felix Tempel, Daniel Groos, Espen Alexander Fürst Ihlen, Lars Adde, Inga Strümke
2025 J jnl
Explaining Human Activity Recognition with SHAP: Validating insights with perturbation and quantitative measures.
Comput. Biol. Medicine
Felix Tempel, Espen Alexander Fürst Ihlen, Lars Adde, Inga Strümke
2025 J jnl
Towards Biomarker Discovery for Early Cerebral Palsy Detection: Evaluating Explanations Through Kinematic Perturbations.
CoRR
Kimji N. Pellano, Inga Strümke, Daniel Groos, Lars Adde, Pål Haugen, Espen Alexander Fürst Ihlen
2024 J jnl
AutoGCN - Towards Generic Human Activity Recognition with Neural Architecture Search.
CoRR
Felix Tempel, Inga Strümke, Espen Alexander Fürst Ihlen
2024 J jnl
AutoGCN-Toward Generic Human Activity Recognition With Neural Architecture Search.
IEEE Access
Felix Tempel, Espen Alexander Fürst Ihlen, Inga Strümke
2024 J jnl
Choose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity Recognition.
CoRR
Felix Tempel, Daniel Groos, Espen Alexander Fürst Ihlen, Lars Adde, Inga Strümke
2024 J jnl
Evaluating Explainable AI Methods in Deep Learning Models for Early Detection of Cerebral Palsy.
CoRR
Kimji N. Pellano, Inga Strümke, Daniel Groos, Lars Adde, Espen Alexander Fürst Ihlen
2024 J jnl
Explaining Human Activity Recognition with SHAP: Validating Insights with Perturbation and Quantitative Measures.
CoRR
Felix Tempel, Espen Alexander Fürst Ihlen, Lars Adde, Inga Strümke
2024 J jnl
From Movements to Metrics: Evaluating Explainable AI Methods in Skeleton-Based Human Activity Recognition.
CoRR
Kimji N. Pellano, Inga Strümke, Espen Alexander Fürst Ihlen
2019 J jnl
Physical Activity Classification for Elderly People in Free-Living Conditions.
IEEE J. Biomed. Health Informatics
Muhammad Awais, Lorenzo Chiari, Espen Alexander Fürst Ihlen, Jorunn L. Helbostad, Luca Palmerini
2009 J jnl
A comparison of two Hilbert spectral analyses of heart rate variability.
Medical Biol. Eng. Comput.
Espen Alexander Fürst Ihlen