A Review of TinyML for Human Activity Recognition on Edge Devices
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsMachine Learning and Knowledge Extraction
Khalid El Makkaoui
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111Publications signalées
1072Citations signalées
2Affiliations récentes
Institutions déclarées
Domaines associés
Cryptography and Data SecurityBlockchain Technology Applications and SecurityIoT and Edge/Fog ComputingCloud Data Security SolutionsAdvanced Neural Network Applications
Publications récentes
Continual Visual Learning under Evolving Semantic Concept Shift
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsarXiv (Cornell University)
Uncertainty-Aware Continual TinyML Driver Fatigue Detection with Kolmogorov–Arnold Networks at the IoT Edge
Chaymae Yahyati, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsApplied System Innovation
Efficient uncertainty aware human activity recognition on microcontrollers using hyperdimensional computing and conformal prediction
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
0 citationsScientific Reports
When Bits Break Recourse: Counterfactual-Faithful Quantization
Chaymae Yahyati, Ismail Lamaakal, Khalid El Makkaoui, Ibrahim Ouahbi
0 citationsarXiv (Cornell University)
When Bits Break Recourse: Counterfactual-Faithful Quantization
Chaymae Yahyati, Ismail Lamaakal, Khalid El Makkaoui, Ibrahim Ouahbi
0 citationsarXiv (Cornell University)
TrustTiny-HAR: Selective, Open-Set, and Calibrated Activity Recognition on Microcontrollers
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
4 citationsIEEE Transactions on Artificial Intelligence
Drift-to-Action Controllers: Budgeted Interventions with Online Risk Certificates
Ismail Lamaakal, Chaymae Yahyati, Khalid El Makkaoui, Ibrahim Ouahbi et autres
0 citationsarXiv (Cornell University)
Drift-to-Action Controllers: Budgeted Interventions with Online Risk Certificates
Ismail Lamaakal, Chaymae Yahyati, Khalid El Makkaoui, Ibrahim Ouahbi et autres
0 citationsarXiv (Cornell University)
Explainable Kolmogorov–Arnold Networks for Zero-Shot Human Activity Recognition on TinyML Edge Devices
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
5 citationsMachine Learning and Knowledge Extraction
TinyHAR-UQ: Battery-aware, uncertainty-controlled tinyML for wearable activity recognition on IoT edge devices
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
9 citationsInternet of Things
An explainable hybrid CNN–transformer model for sign language recognition on edge devices using adaptive fusion and knowledge distillation
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui et autres
9 citationsScientific Reports
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