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Full Description
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.
Contents
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.
