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,…mehr
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
Produktdetails
Produktdetails
Communications in Computer and Information Science 2465
.- 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.
.- 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.
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