Applied Intelligence
Springer Nature (Verlag)
978-981-97-0826-0 (ISBN)
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.
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.
Erscheinungsdatum | 05.03.2024 |
---|---|
Reihe/Serie | Communications in Computer and Information Science |
Zusatzinfo | 107 Illustrations, color; 44 Illustrations, black and white; XVIII, 360 p. 151 illus., 107 illus. in color. |
Verlagsort | Singapore |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
Schlagworte | Biomedical Data Modeling and Mining • Evolutionary Computing and Learning • Gene Regulation Modeling and Analysis • Image Processing • Information Security • Intelligent Computing in Computational Biology • Intelligent Computing in Computer Vision • Intelligent Computing in Drug Design • Intelligent Control and Automation • Intelligent Fault Diagnosis • intelligent transportation systems • Knowledge Discovery and Data Mining • machine learning • Neural networks • pattern recognition • Protein Structure and Function Prediction • Signal Processing • Swarm Intelligence and Optimization • systems biology |
ISBN-10 | 981-97-0826-5 / 9819708265 |
ISBN-13 | 978-981-97-0826-0 / 9789819708260 |
Zustand | Neuware |
Haben Sie eine Frage zum Produkt? |
aus dem Bereich