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LimitAccess: on-device TinyML based robust speech recognition and age classification
Published 2023“…This study employs a lite convolutional neural network (CNN) model for two different reasons: First, CNN showed superior accuracy compared to other audio classification models for age classification problems. …”
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Toward explainable AI-empowered cognitive health assessment
Published 2023“…XAI-HAR identifies a set of new features (i.e., the total number of sensors used in a specific activity), as physical key features selection (PKFS) based on weighting criteria. …”
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Drone-Aided Plants Health Monitoring Using Enhanced Vision Transformer
Published 2025“…The core of our approach is a domain-optimized convolutional stem (ConvStem) architecture that replaces the standard patch embedding with a convolutional stem to enhance local feature extraction, particularly effective in data-scarce scenarios. …”
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Deep Learning for Aspect-Based Sentiment Analysis of Government Mobile Apps Reviews
Published 2018“…Our approach uses Convolutional Neural Network (CNN) framework which is one of the deep learning approaches. …”
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