Intelligent Systems and Data Science: Second International Conference, Isds 2024, Nha Trang, Vietnam, November 9-10, 2024, Proceedings, Part I (Paperback, 2025)

AI in E-Commerce, Agriculture, and Aquaculture.- Customer Segmentation and Classification using K Modes Clustering with Ensemble Learning.- Explainable AI for Plant Disease Detection Assessing Explainability in Classifying Maize Leaves Diseases with Focus Score and Ablation CAM.- Machine Learning Based Acoustic System for Maturity Classification of Durian Fruit before Harvesting.- An Embedded System for Eggs Freshness Detection.- Deep Learning for Fashion Consulting.- AI in Health Care Analytics.- Automatic Segmentation of Masses on Mammograms Using Fuzzy Logic.- EEC IGE DL CNN based approach with Colour Fundus Images processing techniques and Integrated Gradients explanation for diagnosis of eye diseases.- Enhancing Skin Disease Classification with EfficientNetB0 Bayesian Hyperparameter Tuning and Top k Accuracy Evaluation.- Medical Image Segmentation by Improved Nested Unet.- Big Data, IoT, and Cloud Computing.- Traffic Flow Velocity Estimation from Single Camera Data.- Developing an AI vision based approach for extracting traffic information from images.- Proposal Feature Fusion Attention Network to Eliminate Fog Effects for Camera.- A Multilevel Classification Approach for Chart Identification.- Building a wastewater network graph from inspection videos.- Intelligent Systems.- Mutual information based feature selection for fault diagnosis of induction motor.- FLGAN IDS Intrusion detection using GANs with Federated Learning.- ViTIP AI Powered Vietnamese Traditional Instrument Preservation System using 3D space.- Improved Key Player Identification Algorithm in Social Networks Using Parallel Splitting Method.- Diffusion Craft Framework for Generating Vietnamese Advertising Banners.- Natural Language Processing.- SBoC A Segment-based Bag of Clusters Approach for Document Clustering.- An enhanced solution for multilingual text to MIDI generation.- RACOS AI Routed Chat Voice Admission Consulting Support System.- Generating ERD and DDL Scripts from Vietnamese Natural Language Text by using a Multi Phase.- Topic Modelling and Sentiment Analysis of Visitor Experience at Historical Tourism Sites.