FETC25-085
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Unlocking the Potential of Spike-based Transformer Architecture: Investigating Spiking Neural Models for Classification Task
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Spiking Neural Networks (SNNs) offer energy-efficient and biologically plausible alternatives to conventional Artificia...
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Tri Minh Nguyen, Khang Vuong Huynh, Ngu Cong Viet Huynh
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FETC25-084
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Lattice thermal conductivity of penta-XP$_5$ (X = Al, Ga, In): A first-principles and machine learning study
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Pentagonal two-dimensional (2D) materials, such as penta-XP$_5$ (X = Al, Ga, In), exhibit promising properties for therm...
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Vo Khuong Dien, Nguyen Thi Han, Thai Van Thanh, Nguyen Thanh Tien
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FETC25-083
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Application of YOLOCSP Model for Pest Detection and Management to Optimize Crop Health
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Preservation of crops relied on early and accurate detection of pests, which significantly reduce both yield and quality...
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Minh Anh Hoang, Khuong Nguyen-Vinh, Radomír Goňo
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FETC25-082
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VCED: Fine-Tuning a Two-Stage RAG Architecture for High-Fidelity Cosmetics Consultation in Vietnamese
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The cosmetics industry lacks personalized, science-backed advisory systems, particularly for low-resource languages li...
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Vo Ngoc Minh Anh, Pham Le Duc Thinh, Tan Le Duy, Le Anh Tien, Thuy Quang Dao
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FETC25-081
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Cross-Chain Analysis of Blockchain and NFT Integration in Organic Product Supply Chain Management
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We examine the integration of blockchain technology, smart contracts, and Non-Fungible Tokens (NFTs) in organic product ...
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Triet Nguyen, Thai Vo Thong Nguyen, Bang Le, Ngan Nguyen
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FETC25-080
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DenseTransXR: A Hybrid Transformer-Based Approach for Chest X-ray Abnormality and Emerging Disease Detection
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The COVID-19 pandemic has caused enormous challenges for medical experts in identifying the abnormalities from radiograp...
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Minh Anh Hoang, Hieu Le Minh Phan
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FETC25-079
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Forecasting Urban Energy for Net-Zero Smart Cities: A Hybrid Attention-based Approach
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The transition towards net-zero smart cities required complex and agile energy forecasting models to manage nonlinear en...
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Minh Anh Hoang, Thuan Do Thanh Hoang, Tuan Phu Phan, Khuong Nguyen-Vinh
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FETC25-078
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CORA: An LLMs-Driven Framework for Elderly Care Support in Smart Homes through Contextual Retrieval and Task Allocation
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This paper presents CORA (COntextual Retrieval and Allocation), a unified framework that combines Retrieval-Augmented Ge...
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Son Thanh Le, Truong Le Minh Toan, Sy Huu Le, Le Duy Tan, Tuyen Nguyen
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FETC25-077
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Human-Aware Predictive Navigation: Multi-Modal Sensor Fusion using LiDAR 2D and Depth Camera for Mobile Robot
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Autonomous navigation in dynamic environments presents significant challenges due to the inherent limitations of individ...
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Anh Duy Nguyen, Van Cong Nguyen, Binh Duc Nguyen, Huy Dang Quang Nguyen
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FETC25-076
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Explainable Deep Learning for Skin Conditions: A Recipro-CAM Interpretation of ResNet-50
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Early diagnosis of skin diseases plays a critical role in improving treatment effectiveness and reducing societal burden...
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Duc-Trong Luyl Le, Cuong Ly Thai, Trieu Truong Vu, Lan Le Thi Thu, Luyl-Da Quach
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