Applied Intelligence : First International Conference, ICAI 2023, Nanning, China, December 8–12, 2023, Proceedings, Part II / edited by De-Shuang Huang, Prashan Premaratne, Changan Yuan.

Format:

Book

Contributor:

Huang, De-Shuang, editor.

Premaratne, Prashan, editor.

Yuan, Changan, editor.

Series:

Communications in Computer and Information Science, 1865-0937 ; 2015

Language:

English

Subjects (All):

Artificial intelligence.

Machine learning.

Image processing--Digital techniques.

Image processing.

Computer vision.

Application software.

Artificial Intelligence.

Machine Learning.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer and Information Systems Applications.

Local Subjects:

Artificial Intelligence.

Machine Learning.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer and Information Systems Applications.

Physical Description:

1 online resource (373 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

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. .

Notes:

Includes bibliographical references and index.

ISBN:

981-9708-27-3