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[null,null,"Titolo",null,"Computational Intelligence and Industrial Applications : 11th International Symposium, ISCIIA 2024, Beijing, China, November 1–5, 2024, Proceedings, Part II / / edited by Bin Xin, Hongbin Ma, Jinhua She, Weihua Cao"]
[null,null,"Pubbl/distr/stampa",null,"Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025"]
[null,null,"ISBN",null,"981-9647-56-8"]
[null,null,"Edizione",null,"[1st ed. 2025.]"]
[null,null,"Descrizione fisica",null,"1 online resource (XIX, 337 p. 196 illus., 172 illus. in color.)"]
[null,null,"Collana",null,"Communications in Computer and Information Science, , 1865-0937 ; ; 2466"]
[null,null,"Disciplina",null,"006.3"]
[null,null,"Soggetti",null,"Artificial intelligence"]
[{"$nulls":4},"Machine learning"]
[{"$nulls":4},"Multiagent systems"]
[{"$nulls":4},"Automatic control"]
[{"$nulls":4},"Robotics"]
[{"$nulls":4},"Automation"]
[{"$nulls":4},"Image processing - Digital techniques"]
[{"$nulls":4},"Computer vision"]
[{"$nulls":4},"Mechatronics"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Machine Learning"]
[{"$nulls":4},"Multiagent Systems"]
[{"$nulls":4},"Control, Robotics, Automation"]
[{"$nulls":4},"Computer Imaging, Vision, Pattern Recognition and Graphics"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,"Nota di contenuto",null,"-- Analysis of Machine Learning Models for Stroke Prediction with Emphasis on Hyperparameter Tuning Techniques.  -- Feasibility study of classification for music preference level based on galvanic skin response (GSR) and photoplethysmogram (PPG) sensor data with machine learning method.  -- Development of a Measurement System based on Level of Interest for Providing Human-friendly Services.  -- LCFP-RRT : A Robot Exploration Algorithm Based on Local Constrained Sampling and Frontier Prioritization Classification.  -- Research on the Optimization of Pathological Section Slide-stainer Machine Layout "]
[{"$nulls":4},"Model.  -- Evaluation of Session Segmentation Methods Using Behavior and Text Embeddings.  -- Multi-Agent Reinforcement Learning for Sparse Reward Tasks using Incremental Goal Enhanced Method.  -- Research on Sensor Fault Diagnosis Method Based on KPCA-AE Algorithm.  -- Microwave Imaging Fusion for Brain Tumours Detection.  -- Development an Active-Caster with Differential Mechanism Utilizing a Twisted-Timing-Belt.  -- Reconstruction of Missing Data Completely at Random for Trains Based on Improved GAN.  -- Speaker Age Recognition based on Convolution and Transformer Fusion Framework.  -- TS-VAT: Efficient Deployment of Teacher-Student Framework in Visual Active Tracking.  -- A Preliminary Study of Indicator-based Genetic Programming for Multi-objective Dynamic Flexible Scheduling.  -- Cooperative Agentic Framework for Enhanced Function Calling.  -- Explainability of CNN Classification Models Using CycleGAN and Their Application to Medical Imaging.  -- Designing Message Exchange Limits in Distributed Ship Collision Avoidance Systems.  -- Mixture of Experts based Scenario Prediction for Motion Forecasting.  -- Vulnerability Verification in Robot Control Using Decision Transformer.  -- Robustness Verification of Decision Transformer with Varying Noise-Augmented Data Ratios in Atari Games.  -- Solving the Stochastic Resource Allocation Problem through an Adaptive Variable Neighborhood Search Algorithm.  -- Research on rice grain detection method based on MATLAB image processing.  -- Two Time Scale Partial Unknown Dynamics System Tracking Control Based On Off-policy Inverse Reinforcement Learning.  -- MFTCP: Multiple Factors based Test Case Prioritization.  -- Efficient and Accurate Point Cloud Registration with Sparsepoint Transformer for Landslide Detection."]
[null,null,null,"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."]