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adaptive-federated-learning

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SagharShafaati / AdaptiveFL-XGB-QuantumXAI

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This repository contains the Python implementation for 'Explainable Air Quality Management.' It features federated learning with adaptive model aggregation, quantum-optimized hyperparameter tuning, SHAP-based explainability, and anomaly detection using PrefixSpan. The system enhances AQI prediction and interpretability across IoT sensor nodes.

air-quality xgboost air-pollution tehran air-quality-monitor federated-learning explainable-ai xai shap quantum-optimization adaptive-federated-learning
  • Updated Jan 29, 2025
  • Jupyter Notebook

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