rakanalanazi2000-tech/Iron-Ore-XAI-Characterization: Initial Release - XAIACE-IO Implementation
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| Formato: | Recurso digital |
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2026
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| _version_ | 1866901617017618432 |
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| author | rakanalanazi2000-tech |
| author_facet | rakanalanazi2000-tech |
| contents | <p>Official implementation of the framework proposed in the research paper: "Explainable Artificial Intelligence Driven Automatic Characterization and Exploration of Iron Ores using Reflected Light Microscopic Images"</p> <p>Core Components:</p> <ul> <li>Pre-processing pipeline (NLM Denoising, CLAHE, Illumination Correction)</li> <li>Multimodal Feature Fusion (NASNet, Enhanced CapsNet, Improved EfficientNet)</li> <li>Bayesian-optimized Convolutional Autoencoder (CAE) Classifier</li> <li>Interpretability module using Score-CAM</li> </ul> <p>This release provides the full source code and documentation required for experimental reproducibility as requested by the reviewers for The Visual Computer.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20179673 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | rakanalanazi2000-tech/Iron-Ore-XAI-Characterization: Initial Release - XAIACE-IO Implementation rakanalanazi2000-tech <p>Official implementation of the framework proposed in the research paper: "Explainable Artificial Intelligence Driven Automatic Characterization and Exploration of Iron Ores using Reflected Light Microscopic Images"</p> <p>Core Components:</p> <ul> <li>Pre-processing pipeline (NLM Denoising, CLAHE, Illumination Correction)</li> <li>Multimodal Feature Fusion (NASNet, Enhanced CapsNet, Improved EfficientNet)</li> <li>Bayesian-optimized Convolutional Autoencoder (CAE) Classifier</li> <li>Interpretability module using Score-CAM</li> </ul> <p>This release provides the full source code and documentation required for experimental reproducibility as requested by the reviewers for The Visual Computer.</p> |
| title | rakanalanazi2000-tech/Iron-Ore-XAI-Characterization: Initial Release - XAIACE-IO Implementation |
| url | https://doi.org/10.5281/zenodo.20179673 |