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• Linkage Academia–Industry/Innovative High-Performance Systems: A Pathway to Strengthen Technological Capabilities for Innovation in Public Research Centers in Mexico
  This study aims to create a reference framework to evaluate the technological capabilities (TCs) of public research centers in Mexico through their characterization, measurement, and statistical analysis for decision making on technological strengthening. Addi…
  crossref Adela Eugenia Rodríguez-Salazar, Aidé Minerva Torres-Huerta, Ángeles Iveth Licona-Aguilar, Francisco Gutiérrez-Galicia 等 2024-12-27T09:13:32Z 置信度 0.70
• HEALTH & SCIENCE 2024-III
  CONTENTS/CHAPTERS AI IN MEDICINE: ADVANCEMENTS, APPLICATIONS, AND FUTURE PROSPECTS 7 Ozan Alper ALKOÇ, Faruk ALTINBAŞAK DEVELOPMENT OF DIGITALIZATION AND ARTIFICIAL INTELLIGENCE HABITS IN HEALTH SCIENCES DURING THE COVID-19 PANDEMIC 19 Mustafa Fatih ERKOÇ ARTI…
  crossref 2024-10-25T11:09:19Z 置信度 0.70
• Informe de digitalización de las pymes 2024
  El Informe de digitalización de las pymes, presenta los datos de 2023, con el objetivo de ilustrar el progreso de la digitalización y la transformación digital mediante diversos indicadores, vinculados a la Década Digital. El estudio se divide en dos grandes b…
  crossref 2025-01-02T15:37:56Z 置信度 0.70
• Reisekosten 2024
  crossref Rainer Hartmann, Andreas Sprenger 2024-06-13T04:43:16Z 置信度 0.70
• EĞİTİM & BİLİM 2024-I
  crossref 2024-03-23T20:22:39Z 置信度 0.70
• 1, 2024
  crossref 2024-03-02T11:59:34Z 置信度 0.70
• EĞİTİM & BİLİM 2024-IV
  KİŞİSEL VE KURUMSAL BİLGİ GÜVENİĞİ FARKINDALIĞI 9 Muhammed Lütfü ODABAŞOĞLU, Beşir AKGÜL, Özge YENİKAYA, Ezgi Pelin YILDIZ YAPAY ZEKA DESTEKLİ EĞİTİM PROGRAMLARI 33 Tuğba AKTAŞ NEŞE YAPAY ZEKA DESTEKLİ PROGRAMLAR KULLANILARAK YAPILAN ÇALIŞMALARIN ÖLÇME GÜVENİR…
  crossref 2024-12-30T14:15:44Z 置信度 0.70
• KOINON VII, 2024
  <p>This volume is full of beautiful approaches to numismatics, each revealing a small part of the colorful world of antiquity. We begin with a substantial section on Greek coinage. First, Marvin Kushnet provides a comprehensive synopsis of his dissertati…
  crossref 2025-03-06T13:03:01Z 置信度 0.70
• Welcome to MILCOM 2024
  crossref 2024-12-06T18:47:40Z 置信度 0.70
• ATAS DAS CONFERÊNCIAS IBERO-AMERICANAS Computação Aplicada 2024 e WWW/Internet 2024
  crossref 2025-11-25T12:42:12Z 置信度 0.70
• NOMS 2024 Cover Page
  crossref 2024-07-02T17:23:51Z 置信度 0.70
• IMS 2024 Session List
  crossref 2024-07-30T17:46:43Z 置信度 0.70
• Editorial and Reports
  crossref 2025-04-17T08:23:41Z 置信度 0.70
• HEALTH & SCIENCE-2024-IV
  CONTENTS/CHAPTERS EVALUATION OF THE EFFECTS OF ANTICANCER DRUGS IN THE TREATMENT OF VIRAL DISEASES 7 Pakize CANTURK COVID-19 AND INTERACTIONS 17 Yılmaz SEZGİN CHOLINERGIC ANTI-INFLAMMATORY PATHWAY: AS AN ENDOGENOUS IMMUNE REGULATOR 37 Gulten ATES ULUCAY CURREN…
  crossref 2024-12-31T23:04:41Z 置信度 0.70
• EDUCATION & SCIENCE 2024-IV
  APPROACHES TO LEARNING: FROM TRADITIONAL THEORIES TO CONNNECTIVISM 7 Mehmet ȘAHİN, Ana Voichița TEBEANU AI SUPPORTED EDUCATIONAL PROGRAMS IN EARLY CHILDHOOD EDUCATION 35 Tuğba AKTAŞ NEŞE INCREASING PRESERVICE TEACHERS’ CULTURAL COMPETENCE BY USING AI-ASSISTED …
  crossref 2024-12-30T08:26:17Z 置信度 0.70
• Efficient Word-Level Sign Language Recognition Using Quantized Spatiotemporal Deep Learning for Low-Power Microcontrollers
  europepmc 2026 置信度 0.80
• Embedded Sensor Data Fusion and TinyML for Real-Time Remaining Useful Life Estimation of UAV Li Polymer Batteries.
  The accurate real-time estimation of the remaining useful life (RUL) of lithium-polymer (LiPo) batteries is a critical enabler for ensuring the safety, reliability, and operational efficiency of unmanned aerial vehicles (UAVs). Nevertheless, achieving such pro…
  europepmc Jutarut Chaoraingern, Arjin Numsomran 2025 置信度 0.80
• AiM: urban air quality forecasting with grid-embedded recurrent MLP model.
  europepmc 2025 置信度 0.80
• Empowering stroke recovery with upper limb rehabilitation monitoring using TinyML based heterogeneous classifiers.
  europepmc Jiayu Xie, Qun Wu, Nilanjan Dey, Fuqian Shi 等 2025 置信度 0.80
• TinyML Applications in Micronutrient Sensing: A Review of Microcontroller Deployments
  europepmc 2025 置信度 0.80
• Edge-AI Enabled Acoustic Monitoring and Spatial Localisation for Sow Oestrus Detection.
  europepmc 2026 置信度 0.80
• TinyML and edge intelligence applications in cardiovascular disease: A survey.
  europepmc Ali Reza Keivanimehr, Mohammad Akbari 2025 置信度 0.80
• Optimising TinyML with quantization and distillation of transformer and mamba models for indoor localisation on edge devices.
  Abstract This paper proposes small and efficient machine learning models (TinyML) for resource-constrained edge devices, specifically for on-device indoor localisation. Typical approaches for indoor localisation rely on centralised remote processing of data tr…
  europepmc Thanaphon Suwannaphong, Ferdian Jovan, Ian Craddock, Ryan McConville 2025 置信度 0.80
• Reliable ECG Anomaly Detection on Edge Devices for Internet of Medical Things Applications.
  europepmc 2025 置信度 0.80
• From PPG to Blood Pressure at the Edge: Quantization-Aware Architecture Selection and On-MCU Validation.
  europepmc 2026 置信度 0.80
• A Low-Cost Intelligent Water Quality Monitoring System with On-Device Machine Learning and Cloud Integration
  europepmc 2025 置信度 0.80
• Transitioning from TinyML to Edge GenAI: A Review
  europepmc 2025 置信度 0.80
• FL-TENB4: A Federated-Learning-Enhanced Tiny EfficientNetB4-Lite Approach for Deepfake Detection in CCTV Environments.
  europepmc 2025 置信度 0.80
• TinyML-Based In-Pipe Feature Detection for Miniature Robots.
  Miniature robots in small-diameter pipelines require efficient and reliable environmental perception for autonomous navigation. In this paper, a tiny machine learning (TinyML)-based resource-efficient pipe feature recognition method is proposed for miniature r…
  europepmc Manman Yang, Andrew Blight, Hitesh Bhardwaj, Nabil Shaukat 等 2025 置信度 0.80
• Machine Learning-Based Position Detection Using Hall-Effect Sensor Arrays on Resource-Constrained Microcontroller.
  europepmc 2025 置信度 0.80
• Digital-Twin Enabled "Living Fresco".
  europepmc 2026 置信度 0.80
• Enabling Gesture on a Resource-Constrained Device: A Tiny-ML Approach with Envelope EMG Data and Real-Time Testing
  europepmc 2025 置信度 0.80
• A hybrid hierarchical health monitoring solution for autonomous detection, localization and quantification of damage in composite wind turbine blades for tinyML applications.
  Abstract Composites are widely used in wind turbine blades due to their excellent strength-to-weight ratio and operational flexibilities. However, wind turbines often operate in harsh environmental conditions that can lead to various types of damage, including…
  europepmc Nikhil Holsamudrkar, Shirsendu Sikdar, Akshay Prakash Kalgutkar, Sauvik Banerjee 等 2025 置信度 0.80
• TinyML-Based Lightweight AI Healthcare Mobile Chatbot Deployment.
  europepmc 2024 置信度 0.80
• Efficient and Secure<i>μ</i>-Training and<i>μ</i>-Fine-Tuning for Edge-Based TinyML with Future-Guided Self-Distillation
  Abstract This study presents a novel, computationally efficient training framework demonstrated through bio-signal processing on edge medical devices. The approach integrates conventional full training with an innovative µ -Training technique, wherein the enco…
  europepmc Zhaojing Huang, Leping Yu, Luis Fernando Herbozo Contreras, Omid Kavehei 2025 置信度 0.80
• A hand sign recognition based signal system for mute people using machine learning.
  europepmc 2025 置信度 0.80
• Low-Power Embedded Sensor Node for Real-Time Environmental Monitoring with On-Board Machine-Learning Inference.
  europepmc 2026 置信度 0.80
• From Traditional Machine Learning to Fine-Tuning Large Language Models: A Review for Sensors-Based Soil Moisture Forecasting.
  Smart Agriculture (SA) combines cutting edge technologies such as the Internet of Things (IoT), Artificial Intelligence (AI), and real-time sensing systems with traditional farming practices to enhance productivity, optimize resource use, and support environme…
  europepmc 2025 置信度 0.80
• Decentralized Distributed Sequential Neural Networks Inference on Low-Power Microcontrollers in Wireless Sensor Networks: A Predictive Maintenance Case Study.
  europepmc 2025 置信度 0.80
• Efficient Uncertainty Aware Human Activity Recognition On Microcontrollers Using Hyperdimensional Computing And Conformal Prediction
  europepmc 2025 置信度 0.80
• A Survey on Privacy Preservation Techniques in IoT Systems.
  europepmc 2025 置信度 0.80
• Efficient human activity recognition on edge devices using DeepConv LSTM architectures.
  europepmc 2025 置信度 0.80
• TinyML-Raman: A novel IoT based field-deployable spectra analysis for accurate identification of pharmaceuticals and trace dye-pesticide mixtures from facile SERS method.
  europepmc Venkat Suprabath Bitra, Shweta Verma, B. Tirumala Rao 2024 置信度 0.80
• Machine learning based adaptive traffic prediction and control using edge impulse platform.
  europepmc 2025 置信度 0.80
• Enhanced Diabetes Detection and Blood Glucose Prediction Using TinyML-Integrated E-Nose and Breath Analysis: A Novel Approach Combining Synthetic and Real-World Data.
  Diabetes mellitus, a chronic condition affecting millions worldwide, necessitates continuous monitoring of blood glucose level (BGL). The increasing prevalence of diabetes has driven the development of non-invasive methods, such as electronic noses (e-noses), …
  europepmc Alberto Gudiño-Ochoa, Julio Alberto García-Rodríguez, Jorge Ivan Cuevas-Chávez, Raquel Ochoa-Ornelas 等 2024 置信度 0.80
• Lightweight machine learning framework using temporal features for electric vehicle demand response forecasting on edge devices.
  europepmc 2025 置信度 0.80
• Efficient Deep Learning-Based Arrhythmia Detection Using Smartwatch ECG Electrocardiograms.
  europepmc 2025 置信度 0.80
• Designing of a Real-Time Gesture Recognition with Convolutional Neural Networks on a Low-End FPGA
  europepmc 2025 置信度 0.80
• DeM-FCN: an ultra-lightweight and purely convolutional framework for edge-native human activity recognition in wearable fitness tracking.
  europepmc 2026 置信度 0.80
• Machine Learning-Based Shelf Life Estimator for Dates Using a Multichannel Gas Sensor: Enhancing Food Security.
  europepmc 2025 置信度 0.80
• TinyML for Real-Time Embedded HD-EMG Hand Gesture Recognition with On-Device Fine-Tuning.
  europepmc Étienne Buteau, Gabriel Gagné, William Bonilla, Mounir Boukadoum 等 2024 置信度 0.80
• A TinyML Motion-Based Embedded Cough Detection System.
  europepmc Maha S. Diab, Esther Rodriguez-Villegas 2024 置信度 0.80
• An Evolving Multivariate Time Series Compression Algorithm for IoT Applications.
  europepmc 2024 置信度 0.80
• Low-cost prototype for bearing failure detection using Tiny ML through vibration analysis.
  europepmc 2025 置信度 0.80
• A horizon scan of biological conservation issues for 2026.
  europepmc 2026 置信度 0.80
• CTDNN-Spoof: compact tiny deep learning architecture for detection and multi-label classification of GPS spoofing attacks in small UAVs.
  europepmc 2025 置信度 0.80
• The designing of a transparent hybrid machine learning framework for water leak detection: a systematic review.
  Introduction Global water scarcity is increasingly exacerbated by substantial water losses, with approximately 30% of treated water lost annually due to leaks in aging Water Distribution Networks (WDNs). Addressing this challenge requires advanced and reliable…
  europepmc 2026 置信度 0.80
• A Narrative Review on Internet of Things and Artificial Intelligence for Poultry Production.
  Recently, poultry production has increased worldwide to address the increasing demand of affordable animal-sourced protein. To meet this requirement, poultry production operations have become more concentrated, introducing management challenges related to dise…
  europepmc 2026 置信度 0.80
• Noninvasive Diabetes Detection through Human Breath Using TinyML-Powered E-Nose.
  Volatile organic compounds (VOCs) in exhaled human breath serve as pivotal biomarkers for disease identification and medical diagnostics. In the context of diabetes mellitus, the noninvasive detection of acetone, a primary biomarker using electronic noses (e-n…
  europepmc Alberto Gudiño-Ochoa, Julio Alberto García-Rodríguez, Raquel Ochoa-Ornelas, Jorge Ivan Cuevas-Chávez 等 2024 置信度 0.80
• Dataset on personal mobility vehicle's regular riding and fall events.
  europepmc 2025 置信度 0.80
• AI-Powered Vocalization Analysis in Poultry: Systematic Review of Health, Behavior, and Welfare Monitoring.
  europepmc 2025 置信度 0.80
• Adaptive Learning Ability Enhancing of The Slow Sensor:A Machine Learning Approach
  europepmc 2024 置信度 0.80
• Lightweight and Energy-Aware Intrusion Detection for Industrial IoT Using TinyML and Edge AI.
  europepmc Laila Nassef, Mohammed Ibrahim Alghamdi, Slim BEN CHAABANE, Qaisar Abbas 等 2026 置信度 0.80
• Sensor-Driven Deep Learning for Smart Home Intelligence: Signal Analysis, Multimodal Perception, and System-Level Applications.
  europepmc 2026 置信度 0.80
• Embedding Tree-Based Intrusion Detection System in Smart Thermostats for Enhanced IoT Security.
  europepmc 2024 置信度 0.80
• Energy-, Cost-, and Resource-Efficient IoT Hazard Detection System with Adaptive Monitoring.
  europepmc 2025 置信度 0.80
• Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images.
  europepmc 2024 置信度 0.80
• Artificial Intelligence in Edible Mushroom Cultivation, Breeding, and Classification: A Comprehensive Review.
  europepmc 2025 置信度 0.80
• Study of the Impact of Data Compression on the Energy Consumption Required for Data Transmission in a Microcontroller-Based System.
  europepmc 2023 置信度 0.80
• Machine Learning-Driven E-Nose-Based Diabetes Detection: Sensor Selection and Feature Reduction Study.
  europepmc 2025 置信度 0.80
• The Micro-Mobility Sensing Gap: A Systematic Review of Physiological Safety Monitoring from Cycling to E-Scooters.
  europepmc 2026 置信度 0.80
• Evaluation of a Machine Learning Algorithm to Classify Ultrasonic Transducer Misalignment and Deployment Using TinyML.
  The challenge for ultrasonic (US) power transfer systems, in implanted/wearable medical devices, is to determine when misalignment occurs (e.g., due to body motion) and apply directional correction accordingly. In this study, a number of machine learning algor…
  europepmc Des Brennan, Paul Galvin 2024 置信度 0.80
• Automatic chick cough detection system based on improved audio spectrogram convolutional transformer neural network.
  europepmc 2026 置信度 0.80
• Smart Buildings: Water Leakage Detection Using TinyML.
  europepmc 2023 置信度 0.80
• TinyML-Sensor for Shelf Life Estimation of Fresh Date Fruits.
  Fresh dates have a limited shelf life and are susceptible to spoilage, which can lead to economic losses for producers and suppliers. The problem of accurate shelf life estimation for fresh dates is essential for various stakeholders involved in the production…
  europepmc Ramasamy Srinivasagan, Maged Mohammed, Ali Alzahrani 2023 置信度 0.80
• Assistive communication system using deep sparse autoencoder with feature learning to assist people with hearing disabilities.
  europepmc 2025 置信度 0.80
• Edge-Based Real-Time Fault Detection in UAV Systems via B-Spline Telemetry Reconstruction and Lightweight Hybrid AI.
  europepmc 2025 置信度 0.80
• DDD TinyML: A TinyML-Based Driver Drowsiness Detection Model Using Deep Learning.
  europepmc 2023 置信度 0.80
• Open collaborative smart plugs for energy management.
  europepmc 2024 置信度 0.80
• Hallucination-aware learning and latency optimization transformer (HALL-OPT) for real-time edge intelligence.
  europepmc 2026 置信度 0.80
• Sagittal-Plane Knee Flexion Moment Estimation Using a Lightweight Deep Learning Framework Based on Sequential Surface EMG Feature Frames.
  europepmc 2026 置信度 0.80
• Remote Monitoring for the Management of Spasticity: Challenges, Opportunities and Proposed Technological Solution.
  europepmc 2025 置信度 0.80
• Abnormality Detection in Time-Series Bio-Signals using Kolmogorov-Arnold Networks (KANs) Based Models for Resource-Constrained Devices
  europepmc 2024 置信度 0.80
• Non-invasive blood glucose monitoring using PPG signals with various deep learning models and implementation using TinyML.
  europepmc Mahdi Zeynali, Khalil Alipour, Bahram Tarvirdizadeh, Mohammad Ghamari 2025 置信度 0.80
• Lightweight and mobile artificial intelligence and immersive technologies in aviation.
  europepmc 2025 置信度 0.80
• Annotated drowsiness detection dataset captured using Raspberry Pi 5.
  europepmc 2025 置信度 0.80
• Unsupervised deep learning framework for temperature-compensated damage assessment using ultrasonic guided waves on edge device.
  europepmc 2024 置信度 0.80
• Learning Online MEMS Calibration with Time-Varying and Memory-Efficient Gaussian Neural Topologies.
  europepmc 2025 置信度 0.80
• Trends and Challenges in AIoT/IIoT/IoT Implementation.
  europepmc 2023 置信度 0.80
• Multi-Layer AI Sensor System for Real-Time GPS Spoofing Detection and Encrypted UAS Control.
  europepmc 2026 置信度 0.80
• AoCStream: All-on-Chip CNN Accelerator with Stream-Based Line-Buffer Architecture and Accelerator-Aware Pruning.
  europepmc 2023 置信度 0.80
• TinyML: Enabling of Inference Deep Learning Models on Ultra-Low-Power IoT Edge Devices for AI Applications.
  Recently, the Internet of Things (IoT) has gained a lot of attention, since IoT devices are placed in various fields. Many of these devices are based on machine learning (ML) models, which render them intelligent and able to make decisions. IoT devices typical…
  europepmc Norah N. Alajlan, Dina M. Ibrahim 2022 置信度 0.80
• Dynamic Kannada Sign Language Recognition on Resource Constrained Devices.
  europepmc 2026 置信度 0.80
• Scalable Lightweight IoT-Based Smart Weather Measurement System.
  europepmc 2023 置信度 0.80
• Reducing Energy Consumption and Health Hazards of Electric Liquid Mosquito Repellents through TinyML.
  Two problems arise when using commercially available electric liquid mosquito repellents. First, prallethrine, the main component of the liquid repellent, can have an adverse effect on the human body with extended exposure. Second, electricity is wasted when n…
  europepmc Inyeop Choi, Hyogon Kim 2022 置信度 0.80
• AI-Reinforced Wearable Sensors and Intelligent Point-of-Care Tests.
  europepmc 2024 置信度 0.80
• An Impact Localization Solution Using Embedded Intelligence-Methodology and Experimental Verification via a Resource-Constrained IoT Device.
  europepmc 2023 置信度 0.80
• Machine Learning for Microcontroller-Class Hardware: A Review.
  europepmc 2022 置信度 0.80
• Analysis of Deep Reinforcement Learning Algorithms for Task Offloading and Resource Allocation in Fog Computing Environments.
  europepmc 2025 置信度 0.80
• Evaluation of edge computing platforms through TinyML workloads
  europepmc 2022 置信度 0.80