Applied Intelligence

First International Conference, ICAI 2023, Nanning, China, December 8-12, 2023, Proceedings, Part I
Herausgegeben:Huang, De-Shuang; Premaratne, Prashan; Yuan, Changan

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Communications in Computer and Information Science 2014
• Verlag: Springer / Springer Nature Singapore / Springer, Berlin
• Artikelnr. des Verlages: 978-981-97-0902-1
• 2024
• Seitenzahl: 408
• Erscheinungstermin: 1. März 2024
• Englisch
• Abmessung: 235mm x 155mm x 23mm
• Gewicht: 616g
• ISBN-13: 9789819709021
• ISBN-10: 9819709024
• Artikelnr.: 69788869

Inhaltsangabe

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.