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Applied Sciences, Vol. 16, Pages 9076: Explainable Cattle Identification via ArcFace Embeddings and Vision–Language Explanations
16+ hour, 52+ min ago (567+ words) Individual cattle identification underpins traceability, genetic management and disease surveillance in precision livestock farming. Ear tags and RFID remain the dominant practice but are subject to loss, tampering and welfare concerns, which motivates contactless biometric alternatives. Most deep learning systems…...
Applied Sciences, Vol. 16, Pages 9075: An Investigative Study of Widely Used Ergonomic Risk Assessment Methods Based on Machine Learning and MCDM Approaches
18+ hour, 6+ min ago (512+ words) REBA, RULA, and OWAS are widely used observational ergonomic risk assessment methods based on predefined ordinal scoring rules. The final risk scores generated by these methods play a critical role in determining and prioritizing ergonomic interventions under limited resources to…...
Applied Sciences, Vol. 16, Pages 9072: UX Design Guidelines for Teaching Procedural Knowledge in Educational VR: Medium-Specific Message Design Strategies, Learning Effects, and Consistent Improvement Across Learners
18+ hour, 39+ min ago (497+ words) Research on educational virtual reality (VR) has focused on learning outcomes, but less on the design strategies that create those outcomes or whether benefits are consistent across different learners. This study created user experience (UX) design guidelines for educational VR…...
Applied Sciences, Vol. 16, Pages 9066: IVYA-ZRP: An Enhanced Zone Routing Protocol with Zone Radius Optimization for Mobile Ad Hoc Networks
22+ hour, 13+ min ago (394+ words) With the rapid development of wireless communication technologies, mobile devices, and distributed systems, the scale and dynamics of Mobile Ad Hoc Networks (MANETs) are increasing, which results in increasingly stringent requirements for routing protocols. The Zone Routing Protocol (ZRP), as…...
Applied Sciences, Vol. 16, Pages 9065: Bayesian Biaffine Variational Graph Convolutional Network for Aspect-Based Sentiment Analysis
22+ hour, 13+ min ago (496+ words) Aspect-based sentiment analysis (ABSA) aims to identify the sentiment polarity expressed toward a specific aspect in a sentence. Existing sequential and Transformer-based methods can effectively capture contextual semantics, but they often lack explicit modeling of aspect–opinion relations. Graph-based approaches…...
Applied Sciences, Vol. 16, Pages 9063: Predicting Negative Day-Ahead Electricity Prices Across 12 European Bidding Zones: A Gate-Closure-Audited Explainable Machine Learning Framework
22+ hour, 33+ min ago (428+ words) The growing penetration of variable renewable energy (VRE) is increasing the frequency of very low and negative prices, although these events also depend on demand, transmission capacity, price-regime persistence and flexibility resources. This study examines which pre-auction and diagnostic variables…...
Applied Sciences, Vol. 16, Pages 9051: An Efficient Trajectory Planner for Fixed-Wing UAVs via Improved A*-Guided Initialization
1+ day, 1+ hour ago (165+ words) This study proposes an efficient trajectory planning method for fixed-wing unmanned aerial vehicles (UAVs) based on an improved A*-guided initialization strategy for complex obstacle environments. An improved three-dimensional A* method is developed to generate smooth and collision-free global paths…...
Applied Sciences, Vol. 16, Pages 9009: Affordance-Based Interaction Design for Intelligent Cockpit Touchscreens: Effects on Safety Perception and User Experience
2+ day, 1+ hour ago (480+ words) As intelligent cockpit systems increasingly rely on touchscreen interaction, concerns have emerged regarding driver distraction and interaction safety. Existing studies have primarily examined physical interface design, cognitive processing, multimodal interaction, or adaptive systems separately, while a unified framework explaining their…...
Applied Sciences, Vol. 16, Pages 9003: A Knowledge Graph-Augmented Large Language Model Framework for Context-Aware Question-Answering and Intelligent Feedback Generation
2+ day, 16+ hour ago (533+ words) This study proposes EQAS (Empowered Question-Answering System), a hybrid framework designed to support context-aware question-answering and intelligent feedback generation in domain-specific knowledge environments. EQAS integrates fine-tuned transformer-based models, instruction-guided large language models, domain-specific knowledge graphs, and LangChain-based vector retrieval to…...
Applied Sciences, Vol. 16, Pages 9005: DWAT: Density-Weighted Adversarial Training for Robustness Beyond the Training Perturbation Budget
2+ day, 16+ hour ago (571+ words) Deep neural networks (DNNs) are widely deployed in safety-critical applications such as medical diagnosis and autonomous driving. Adversarial training (AT) is among the most effective defenses, casting robust optimization as a min–max problem over a defender-specified ℓp-ball of fixed…...