research Resource-Constrained Machine Learning Self-Supervised Temporal Representation Learning for Energy-Efficient sEMG Gesture Decoding Methodologically Grounded Machine Learning Evaluation Protocols Matter - Protocol Sensitivity in sEMG CNN Evaluation professional Telemetry-Driven, Uncertainty-Aware Network Control ML-Based Traffic Telemetry & Adaptive Capacity Control for Optical Access Networks Data-Centric Benchmarking for Optical-Network Machine Learning Public Dataset Collection for ML-Based Quality-of-Transmission Estimation foundational EEG Source Localization Reliability Discriminatory Analysis of Source Dipoles in Somatosensory Evoked Potentials (EEG)