Computational Intelligence and Industrial Applications : 11th International Symposium, ISCIIA 2024, Beijing, China, November 1–5, 2024, Proceedings, Part I / / edited by Bin Xin, Hongbin Ma, Jinhua She, Weihua Cao

• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
• Edizione: 1st ed. 2025.
• Descrizione fisica: 1 online resource (XIX, 415 p. 217 illus., 186 illus. in color.)
• Disciplina: 006.3
• Soggetto topico: Artificial intelligence; Machine learning; Multiagent systems; Automatic control; Robotics; Automation; Image processing - Digital techniques; Computer vision; Mechatronics; Artificial Intelligence; Machine Learning; Multiagent Systems; Control, Robotics, Automation; Computer Imaging, Vision, Pattern Recognition and Graphics
• Persona (resp. second.): XinBin; MaHongbin; SheJinhua; CaoWeihua
• Nota di contenuto: -- Gaussian and Non Gaussian Noise Effects on Data Driven Modeling: A Comparative Investigation. -- Fuzzy Based Head Attitude Estimation for Improved Students’ Concentration Evaluation. -- Quantitative Calculation Method for Growth Status of Chinese Cabbage based on YOLOv5 Network with Multivariate Linear Fitting. -- Lightweight underwater target detection algorithm based on improved yolov8. -- Research on Temperature Error Calibration Method of Fluxgate Sensor. -- IMDRSN BiLSTM for Rolling Bearing Fault Diagnosis. -- Dynamic Optimization of CHP Unit Variable Load Process Based on Hybrid of Gauss Pseudospectral Method and Direct Shooting Method. -- A Multi stage Noise Suppression Network for Segmenting Polyp Images Containing Noise Interference. -- Research of Sequential Recommendation Algorithm Based on Contrastive Learning and Causal Learning. -- Psychological Crisis Detection in Crisis Hotline Chats Based on Weighted Bidirectional Long Short Term Neural Network. -- Load Prediction Model of Gas Boiler Generator Set Based on CNN LSTM. -- Multi objective Task Allocation Algorithm for Medical Scenarios Based on MOIACO. -- Feasibility Analysis of Optimization Models for Natural Gas Distribution Networks Using Machine Learning. -- Identification of Luggage Stacked Disorderly Based on Image Analysis. -- An Embedded System of the Measurement Instrument Applied in Aluminum Electrolytic Cells.. -- Proposal on Virtual User Profile Generation for Explainable Recommendation. -- Agent based Modeling and Cultural Integration after Mergers and Acquisitions in State Owned Enterprise. -- Finite Element Simulation of TFY YH Anti-slip Device. -- A Numerical Study of Solar Pumped Lasers with Multiple Compound Parabolic Concentrator with Length Extension. -- Graph Attention Convolutional Neural Network combined with Transformer Classification Method for Small Sample Datasets. -- State of Health Estimation of Lithium ion Batteries Based on LLM BiLSTM Model. -- Research on Heterogeneous Multi Agent Coalition Formation Method Based on Auction Algorithm. -- Environment Integrated Adaptive Cognitive Training System Based on AugmentedReality and Intelligence. -- Heterogeneous Map Fusion Method of Generalized Voronoi Diagram (GVD) and OctoMap Based on Point Cloud. -- Multi objective evolutionary algorithm based graph neural network architecture search. -- Performance Evaluation of a Combined Convolutional AutoEncoder and Image Recognition Model for Large Scale Images. -- A pose estimation method for fisheye cameras based on the EPnP algorithm. -- ISAE GZSL: Interpolated Incomplete Semantic Attribute Enhancement for Generalized Zero Shot Learning. -- Posture Detection for Enhancing Elderly Daily Exercise via Reclining Chair. -- Novel least mean square based adaptive estimator for unknown periodic disturbances.
• Sommario/riassunto: This two-volume set CCIS 2465-2466, constitutes of the proceedings of 11th International Symposium on Computational Intelligence and Industrial Applications, ISCIIA 2024, held in Beijing, China, during November 1–5, 2024. The 55 full papers and 5 short papers included in this volume were carefully reviewed and selected from 135 submissions. The topics cover the following fields connected to computational intelligence and intelligent informatics: intelligent information processing, pattern recognition and computer vision, intelligent optimization and decision-making, advanced control, multi-agent systems, robotics and various applications of computational intelligence methods such as neural networks, fuzzy reasoning, evolutionary computing, machine learning and deep learning.
• Titolo autorizzato: Computational Intelligence and Industrial Applications
• ISBN: 981-9647-53-3
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910996492403321
• Lo trovi qui: Univ. Federico II
• Serie: Communications in Computer and Information Science, . 1865-0937 ; ; 2465