BOOK-CHAPTER

Are AI models explainable, interpretable, and understandable?

Keywords:
Interpretability Artificial intelligence Computer science Interpretation (philosophy) Meaning (existential) Applications of artificial intelligence Machine learning Artificial neural network Psychology

Metrics

5
Cited By
1.46
FWCI (Field Weighted Citation Impact)
19
Refs
0.83
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Explainable Artificial Intelligence (XAI)
Physical Sciences →  Computer Science →  Artificial Intelligence
Adversarial Robustness in Machine Learning
Physical Sciences →  Computer Science →  Artificial Intelligence
Machine Learning and Data Classification
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

BOOK-CHAPTER

Deep Learning Models: An Understandable Interpretable Approach

Reenu BatraManish Mahajan

Signals and communication technology Year: 2021 Pages: 169-179
BOOK-CHAPTER

Interpretable versus explainable models

Animesh Mukherjee

AI and Ethics Year: 2023 Pages: 5-1
JOURNAL ARTICLE

Explainable and Interpretable Deep Learning Models

Md. Shamsuzzaman

Journal:   Global Journal of Engineering Sciences Year: 2020 Vol: 5 (5)
JOURNAL ARTICLE

Interpretable AI: Beyond Post-Hoc Explanations Towards Inherently Understandable Models

Revista, ZenIA, 10

Journal:   Zenodo (CERN European Organization for Nuclear Research) Year: 2025
© 2026 ScienceGate Book Chapters — All rights reserved.