Intelligent Control and Automation -- Advancing Short-term Traffic Congestion Prediction: Navigating Challenges in Learning-Based Approaches -- Interval Observers Design for Discrete-time Linear Systems with Uncertainties -- Transformer-based Multi-Industry Electricity Demand Forecasting -- Method of visual formation control for large group of AUV in environment with obstacles -- A Broader Study of Spectral Missing in Multi-Spectral Vehicle Re- Identification -- TimesNet Model for Multi-Industry ElectricityDemand Forecasting -- Design and utilization of an auto-visual-inspection composite system for suspension cables with fast flaw identification -- A Critical Review of Multi Criteria Decision Analysis Method for Decision Making and Prediction in Big Data Healthcare Applications -- A New and Efficient Dormitory Management System -- Edge Collaborative Assisted Caching Content Placement Optimization Strategy Based on DDSG -- Design and Implementation of CNN-based DTTB Image Intelligent Fault Diagnosis Platform -- Smart power safety hazard inspection system based on YOLOv7 -- A Defect Detection Method of Drainage Pipe Based on Improved YOLOv5s -- Visual servo control system for AUV stabilization -- Research on fuzzy weighted controller for battery discharge of dual-channel dual-active bridge -- Multi-scale Texture Network for Industrial Surface Defect Detection -- Machine Learning -- Large-Scale Data Challenges: Instability in Statistical Learning -- Deepfake Detection Performance Evaluation and Enhancement through Parameter Optimization -- Prediction Interval of Principal Component Regression with Applications to Molecular Descriptors Datasets -- Tourist Attraction Recommendation System based on Django and Collaborative Filtering -- Effective Rules for a Rule-Based SIEM System in De-tecting DoS Attacks:An Association Rule Mining Ap-proach -- Beibu Gulf Marine Ranch: Utilizing BeiDou Grid Code and Multi-System Integration for Modernized Management and Monitoring -- A member inference attack defense method based on Differential Privacy and Data Enhancement -- Air Defense Deployment of Anti-reconnaissance Based on Immune Optimization Algorithm with Nested Double Particle Swarm -- Relevant Tag Extraction based on Image Visual Content -- Natural Language Processing and Computational Linguistics -- STTS: A Novel Span-Based Approach for Topic-Aware Text Segmentation -- BERT-KRS: A BERT-based Model for Knowledge-grounded Response Selection in Retrieval-based Chatbots -- An Assembly Instruction Question Answering System Based on Knowledge Graph -- Improving Natural Language Inference with Residual Attention -- Enhancing Reasoning Pathways for Power Defect Analysis using CoT and Role-Play Prompt. .

This 2-volume set CCIS 2014 and CCIS 2015 constitutes the post-conference proceedings of the First International Conference on Applied Intelligence, ICAI 2023, held in Nanning, China, December 8-12, 2023. The 64 full papers presented in this proceedings were carefully selected and reviewed from 228 submissions. The papers cover a wide range on theoretical aspects of biomedical data modeling and mining; computer vision; and deep learning. They were organized in topical sections as follows: Part I: Biomedical data modeling and mining; computer vision; deep learning; Part II: Intelligent control and automation; machine learning; natural language processing and computational linguistics.