Methods for interpreting and understanding deep neural networks

• Topological explanations of deep neural networks

  2026 Synthese article Computer Science Explainable Artificial Intelligence (XAI) Open access

  0

  citations
• On the Interpretability of Neural Network Decoders

  2025 Advanced Quantum Technologies article Computer Science Quantum Computing Algorithms and Architecture Open access

  0

  citations
• Steel Scrap Yield Prediction in Basic Oxygen Steelmaking Based on Random Forest and Neural Networks

  2024 steel research international article Engineering Iron and Steelmaking Processes Open access

  10

  citations
• Application of neural network in steelmaking and continuous casting: A review

  2024 Ironmaking & Steelmaking Processes Products and Applications article Engineering Metallurgical Processes and Thermodynamics

  12

  citations
• Toward Cognitive Assistance and Prognosis Systems in Power Distribution Grids—Open Issues, Suitable Technologies, and Implementation Concepts

  2024 IEEE Access article Engineering Smart Grid and Power Systems Open access

  7

  citations
• A Survey on Explainable Anomaly Detection

  2023 ACM Transactions on Knowledge Discovery from Data article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  131

  citations
• Automated Economic Welfare for Everyone? Examining Barriers to Adopting Robo-Advisors from the Perspective of Explainable Artificial Intelligence

  2022 Journal of Interdisciplinary Economics article Computer Science Explainable Artificial Intelligence (XAI)

  8

  citations
• Explainable machine learning for precise fatigue crack tip detection

  2022 Scientific Reports article Engineering Fatigue and fracture mechanics Open access cited by 3 patents

  44

  citations
• Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models

  2022 Frontiers in Materials article Physics and Astronomy Model Reduction and Neural Networks Open access

  41

  citations
• Towards Interpretable Machine Learning in EEG Analysis

  2021 Studies in health technology and informatics book-chapter Neuroscience EEG and Brain-Computer Interfaces Open access

  10

  citations
• An Immersive Node-Link Visualization of Artificial Neural Networks for Machine Learning Experts

  2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) conference-paper Computer Science Data Visualization and Analytics

  14

  citations
• Inferring disease subtypes from clusters in explanation space

  2020 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access

  32

  citations
• Automated design of error-resilient and hardware-efficient deep neural networks

  2020 Neural Computing and Applications article Computer Science Advanced Neural Network Applications Open access cited by 2 patents

  40

  citations

13 results