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2025
T-Explainer: A Model-Agnostic Explainability Framework Based on Gradients
IEEE Intelligent Systems
2025
Deep learning for rice leaf disease detection: A systematic literature review on emerging trends, methodologies and techniques
Information Processing in Agriculture
2025
Privacy-preserving ground-truth data for evaluating additive feature attribution in regression models with additive CBR and CQV
Knowledge-Based Systems
2025
Machine Learning Algorithms and Explainable Artificial Intelligence for Property Valuation
Real Estate
2025
Predicting Postoperative Delirium in Older Patients Before Elective Surgery: Multicenter Retrospective Cohort Study
JMIR Aging
2025
Improving explanations for medical X-ray diagnosis combining variational autoencoders and adversarial machine learning
Computers in Biology and Medicine
2025
Interpretable Prediction of a Decentralized Smart Grid Based on Machine Learning and Explainable Artificial Intelligence
IEEE Access
2025
Visualizing UNet Decisions: An Explainable AI Perspective for Brain MRI Segmentation
IEEE Access
2025
Comparing machine learning classifier models in discriminating cognitively unimpaired older adults from three clinical cohorts in the Alzheimer’s disease spectrum: demonstration analyses in the COMPASS-ND study
Frontiers in Aging Neuroscience
2025
A comprehensive review on financial explainable AI
Artificial Intelligence Review
2025
2025 International Conference on Information Networking (ICOIN)
2025
Machine learning-based risk prediction model for pertussis in children: a multicenter retrospective study
BMC Infectious Diseases
2025
Developing guidelines for functionally-grounded evaluation of explainable artificial intelligence using tabular data
Engineering Applications of Artificial Intelligence
2025
Reflections and attentiveness on eXplainable Artificial Intelligence (XAI). The journey ahead from criticisms to human–AI collaboration
Information Fusion
2024
2024 IEEE 4th International Conference on Digital Twins and Parallel Intelligence (DTPI)
2024
2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)
2024
Communications in Computer and Information Science
2024
Communications in Computer and Information Science
2024
Reproducibility and interpretability in radiomics: a critical assessment
Diagnostic and Interventional Radiology
2024
IFMBE Proceedings
2024
Enhancing trust and interpretability of complex machine learning models using local interpretable model agnostic shap explanations
International Journal of Data Science and Analytics
2024
EXplainable Artificial Intelligence (XAI)—From Theory to Methods and Applications
IEEE Access
2024
Can local explanation techniques explain linear additive models?
Data Mining and Knowledge Discovery
2024
Evaluation Methodology for Interpretation Methods of Predictive Quality Models
Procedia CIRP
2024
Using slisemap to interpret physical data
PLOS ONE
2024
Lecture Notes in Networks and Systems
2024
Reviewing the essential roles of remote phenotyping, GWAS and explainable AI in practical marker-assisted selection for drought-tolerant winter wheat breeding
Frontiers in Plant Science
2024
A survey of explainable AI techniques for detection of fake news and hate speech on social media platforms
Journal of Computational Social Science
2024
Explainable AI-driven IoMT fusion: Unravelling techniques, opportunities, and challenges with Explainable AI in healthcare
Information Fusion
2024
Communications in Computer and Information Science
2024
Trustworthy AI in the public sector: An empirical analysis of a Swedish labor market decision-support system
Technology in Society
2024
Real Estate Automated Valuation Model with Explainable Artificial Intelligence Based on Shapley Values
The Journal of Real Estate Finance and Economics
2024
Predicting acute myocardial infarction from haematological markers utilizing machine learning and explainable artificial intelligence
Systems Science & Control Engineering
2023
Local interpretation of nonlinear regression model with k-nearest neighbors
Digital Chemical Engineering
2023
REVEL Framework to Measure Local Linear Explanations for Black‐Box Models: Deep Learning Image Classification Case Study
International Journal of Intelligent Systems
2023
Lecture Notes in Computer Science
2023
Lecture Notes in Computer Science
2023
A Feasibility Study of Diabetic Retinopathy Detection in Type II Diabetic Patients Based on Explainable Artificial Intelligence
Journal of Medical Systems
2023
2023 IEEE 27th International Conference on Intelligent Engineering Systems (INES)
2023
Explainable AI Evaluation: A Top-Down Approach for Selecting Optimal Explanations for Black Box Models
Information
2023
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2023
eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients
IEEE Journal of Biomedical and Health Informatics
2023
Privacy explanations – A means to end-user trust
Journal of Systems and Software
2023
Explaining any black box model using real data
Frontiers in Computer Science
2023
SpringerBriefs in Applied Sciences and Technology
2023
When neuro-robots go wrong: A review
Frontiers in Neurorobotics
2023
2023 ACM Conference on Fairness Accountability and Transparency
2023
An improved explainable artificial intelligence tool in healthcare for hospital recommendation
Healthcare Analytics
2023
Understanding the nonlinear effects of the street canyon characteristics on human perceptions with street view images
Ecological Indicators
2023
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
2022
An explainable model for the mass appraisal of residences: The application of tree-based Machine Learning algorithms and interpretation of value determinants
Habitat International
2022
A Systematic Review of Explainable Artificial Intelligence in Terms of Different Application Domains and Tasks
Applied Sciences
2022
Advances in Medical Technologies and Clinical Practice
2022
2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)
2022
2022 IEEE 30th International Requirements Engineering Conference Workshops (REW)
2022
Proceedings of the Third ACM International Conference on AI in Finance
2022
Unboxing Deep Learning Model of Food Delivery Service Reviews Using Explainable Artificial Intelligence (XAI) Technique
Foods
2022
2022 ACM Conference on Fairness Accountability and Transparency
2022
Enriching Artificial Intelligence Explanations with Knowledge Fragments
Future Internet
2022
Lecture Notes in Computer Science
2022
Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities
IEEE Access
2021
Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator
Frontiers in Computer Science
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