Applied Intelligence : First International Conference, ICAI 2023, Nanning, China, December 8–12, 2023, Proceedings, Part I / 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 ; 2014

Language:

English

Subjects (All):

Application software.

Computer and Information Systems Applications.

Local Subjects:

Computer and Information Systems Applications.

Physical Description:

1 online resource (403 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:

Biomedical Data Modeling and Mining

Investigation and Analysis of Corneal Morphology in Young Divers

EEG Channels Selection Based on BiLSTM and NSGAII

Self-Guided Local Prototype Network for Few-Shot Medical Image Segmentation

Staphylococcus aureus function proteins classification with time series forest

Bradyrhizobium Elkanii’s Genes Classification with SVM

Oral lichen planus classification with SEResNet

Nucleotide sequence classification of Paeonia lactiflora based on feature representation learning

Semantic Similarity Functions and Their Applications

A Multi-Scale Spatiotemporal Capsule Network for Epilepsy Seizure Detection

Improved ConvNeXt facial expression recognition embedded with Attention Mechanism

A Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification

T-GraphDTA: a drug-target binding affinity prediction framework based on protein pre-training model and hybrid graph neural network

Imputation of Compound Property Assay Data Using a Gene Expression Programming-based method

Identification of Parkinson's Disease Associated Genes through Explicable Deep Learning and Bioinformatic

Enzyme Turnover Number Prediction Based on Protein 3D Structures

Computer Vision

Challenges in Realizing Artificial Intelligence Assisted Sign Language Recognition

Efficient and Accurate Document Parsing and Verification Based on OCR Engine

Intelligent Comparison of Bidding Documents Based on Algorithmic Analysis and Visualization

Image Denoising Method with Improved Threshold Function

FasterPlateNet: A Fast Deep Neural Network for License Plate Detection and Recognition

An improved Seq-DeepFake detection method

Multimodal Depression Recognition Using Audio and Visual

Functional Semantics Analysis in Deep Neural Networks

FDA-PointNet++: A Point Cloud Classification Model Based on Fused Downsampling Strategy and Attention Module

Collision detection method based on improved whale optimization algorithm

AF-FCOS: An Improved Anchor-Free Object Detection Method

Semi-supervised Clustering Algorithm based on L1 Regularization and Extended Pairwise Constraints

Automated Text Recognition and Review System for Enhanced Bidding Document Analysis

Machine Vision-based Defect Classification Algorithm for Rolled Packages

Deep Learning

The Rise of AI-Powered Writing: How ChatGPT is Revolutionizing Scientific Communication for Better or for Worse

A Precise Interictal Epileptiform Discharge (IED) Detection Approach Based on Transformer

Lightweight Traffic Sign Recognition Model Based on Dynamic Feature Extraction

DeepSensitive: A Fuzzing Test for Deep Neural Networks with Sensitive Neurons

IGWO-FNN Based Position Control for Stepper Motor

Lévy Flight Chaotic Runge Kutta Optimizer for Stock Price Forecasting.

Notes:

Includes bibliographical references and index.

ISBN:

981-9709-03-2