Intelligent Systems and Data Science

This two-volume set constitutes the refereed proceedings of the Second International Conference, ISDS 2024, held in Nha Trang, Vietnam, during November 910, 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.

Inhalt

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.