Author

Mamadou Sow

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#machine learning Preprint Oct 2026

Data Quality Audit and Bivariate Temperature-Humidity Analysis of a Long-Term LoRaWAN Network: Anomaly Detection, PCA, Clustering and Machine Learning

Long-term environmental IoT/LPWAN deployments often aggregate heterogeneous data streams from diverse devices without systematic auditing of each variable's actual coverage prior to analysis-an increased risk when multiple sensor types coexist within the same network. This work proposes a C++17 processing pipeline appl...

Mamadou Sow · 0 citations

#machine learning Preprint Oct 2026

Towards a Cloud Fog Edge System for Smart Building

The vision and recent advancements toward creating a decentralized system capable of learning from real-time data within buildings to support sustainable and privacy-preserving smart environments and a lightweight,"Kubernetes-like"orchestration framework for deploying AI services within such environments are presented.

Christophe Cérin, Mamadou Sow, F. Andrès · 0 citations