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This two-volume set constitutes the refereed proceedings of the Second International Conference, ISDS 2024, held in Nha Trang, Vietnam, during November 9-10, 2024.
The 38 full papers and 10 short papers were carefully reviewed and selected from 129 submissions. They were categorized under the topical sections as follows: AI in E-Commerce, Agriculture, and Aquaculture; AI in Health Care Analytics; Big Data, IoT, and Cloud Computing; and Natural Language Processing.
List of contents
AI in E-Commerce, Agriculture, and Aquaculture.- Experimental Study on Spectrometric Features of Mud Crabs for Automatic Internal Quality Grading.- Assessing Grain Size Variation Across Rice Panicles Using YOLOv8 and DeepLabv3 Models.- BeLightRec A lightweight recommender system enhanced with BERT.- Integrating Kelly Criterion with Technical Indicators for VN30 Stock Market.- AI in Health Care Analytics.- Enhancing the efficiency of lung disease classification based on multi-modal fusion model.- Toward Supporting Breast Cancer Diagnosis Based on Captioning Mammogram and Ultrasound Images.- Violence Detection Using Skeleton Data with Graph Convolutional Networks.- 3D Simulation of Brain Tumor from 3D MRI Using Geometric Convolutional Neural Network and Point Clouds.- Deep Reinforcement Active Learning for Stress Recognition.- Big Data, IoT, and Cloud Computing.- A Digital Auto Plasticity Synapse for All Digital Resonate and Fire Neurons with On chip STDP Learning.- NEURAHOLO A System for High Resolution 3D Human Digitization on Holograms.- Face Recognition for Big Data Using Search Engine for Smart System.- Synergistic Mel frequency Cepstral Coefficients and Short time Fourier Transform for enhanced bee state detection using machine learning.- A Real Time Method for High Resolution Background Matting.- Intelligent Systems.- An Increased Performance of MVDR Beamformer in Diuse Noise Field.- Fusing Models for Classifying Intangible Cultural Heritage Images in the Mekong Delta.- Image Colorization with Dif EDUNet A Diffusion Based Approach.- Proposing a solution to improve safety for Fiat Shamir ZKP scheme on elliptic curve.- Random Forest Model Parameters Optimization.- Natural Language Processing.- Building a Q&A system to serve undergraduate education at Can Tho University.- Automatically generating a dataset for Natural Language Inference systems from a Knowledge Graph.- ViFoodNLI A Dataset for Vietnamese Natural Language Inference in local cuisine.- VNLegalEase A Vietnamese Legal Query Chatbot.- Leveraging NLP for Multilingual Support in Academic Regulations.
