5 Sept 2026Open access
A Review of TinyML for Human Activity Recognition on Edge DevicesPublisher siteMachine Learning and Knowledge Extraction, Context-Aware Activity Recognition Systems
UniversitiesIsmail Lamaakal
Active, last published 2026
In advanced neural network applications
Ismail
Lamaakal
Scholar“Research focused on Advanced Neural Network Applications and adjacent fields.”
Premier University
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01 · About the work
What I study
smail Lamaakal is a researcher working on Advanced Neural Network Applications. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Ismail's work has been cited 477 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Advanced Neural Network Applications×15Hand Gesture Recognition Systems×10IoT and Edge/Fog Computing×7Context-Aware Activity Recognition Systems×5Handwritten Text Recognition Techniques×5
04 · Where I am
Affiliations
Affiliation on published researchPremier UniversityDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
46 works27 Aug 2026
HAR-SemCom: Verifiable semantic communications for HAR with task-fidelity guarantees and few-shot personalization at the IoT edgePublisher siteInternet of Things, IoT and Edge/Fog Computing
6 Aug 2026Open access
A hybrid intrusion detection framework integrating multi-layer perceptron, SMOTE, and non-IID federated learning with explainable AIPublisher siteScientific Reports, Network Security and Intrusion Detection
21 Jun 2026Open access
A lightweight transformer with uncertainty handling for zero-shot epileptic seizure detection on TinyML edge devicesPublisher siteDiscover Artificial Intelligence, EEG and Brain-Computer Interfaces
16 May 2026Open access
When Bits Break Recourse: Counterfactual-Faithful QuantizationArXiv.org, Advanced Neural Network Applications
14 May 2026
TinyML-Based Hand Gesture Recognition for Device ControlPublisher site13 May 2026Open access
Micro-Attention CNN Hybrid Architecture for Real-Time Stress Detection Using Minimalistic Bio-SignalsPublisher siteTechnologies, Advanced Sensor and Energy Harvesting Materials
28 Apr 2026Open access1cites
A Tiny Vision-Based Model for Real-Time Student Attention Detection in Online ClassesPublisher siteMachine Learning and Knowledge Extraction, Visual Attention and Saliency Detection
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