Intelligence Science V : 6th IFIP TC 12 International Conference, ICIS 2024, Nanjing, China, October 25–28, 2024, Proceedings / edited by Zhongzhi Shi, Michael Witbrock, Qi Tian

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Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: IFIP Advances in Information and Communication Technology ; 720Verlag: Cham : Springer Nature Switzerland, 2025Verlag: Cham : Imprint: Springer, 2025Auflage: 1st ed. 2025Beschreibung: 1 Online-Ressource(XXIII, 362 p. 133 illus., 102 illus. in color.)ISBN:

9783031712531

Schlagwörter:

006.3 23

DOI: DOI: 10.1007/978-3-031-71253-1Online-Ressourcen:

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Zusammenfassung: .-Machine Learning. -- Difference-Enhanced Learning of the Deep Semantic Segmentation Networks for First Break Picking. -- A Framework of Reinforcement Learning for Truncated L´evy Flight Exploratory. -- Detection of depression in EEG Signals Based on Convolutional transformer and adaptive transfer learning. -- Twin Bounded Least Squares Support Vector Regression. .-MLEE: Event Extraction as Multi-Label Classification Task at Token Level. -- Research on Improvement of Sweeping Learning Chain Algorithm Based on Factor Space Theory. -- End-to-End Control of a Quadrotor Using Gaussian Ensemble Model-Based Reinforcement Learning. -- Causal Reasoning. -- Research on the Causal Forest Algorithm based on Factor Space Theory. -- Superpositioner – A Non-logical Computation Model. -- Research on Factor Support Vector Multi-classification Algorithm based on Factor Space Theory. -- Large Language Model. .-Improve LLM Inference Performance with Matrix Decomposition Strategies. -- Intelligent Robot. -- Trajectory Prediction of Unmanned Surface Vehicle Based on Improved Transformer. -- Deep Neural Network Based Relocalization of Mobile Robot in Visual SLAM. -- A Vision-Based Method for UAV Autonomous Landing Area Detection. -- Perceptual Intelligence. -- Research on Object Detection for Intelligent Sensing of Navigation Mark in Yangtze River. -- Cascaded Sliding-Window-based Relativistic GAN Fusion for Perceptual and Consistent Video Super-Resolution. -- Integration of Raman Spectroscopy, On-line Microscopic Imaging and Deep learning-based Image Analysis for Real-time Monitoring of Cell Culture Process. -- DRL-SLAM: Enhanced Object Detection Fusion with Improved YOLOv8. -- Driver Fatigue Recognition Based on EEG Signal and Semi-Supervised Learning. -- SC-EcapaTdnn : ECAPA-TDNN with Separable Convolutional for Speaker Recognition. -- AI for Science. -- Evolving Financial Markets: The Impact and Efficiency of AI-Driven Trading Strategies. .-DSFM Method: A New Approach to Enhancing Discrimination Ability on AI-Generated Datasets. -- Medical Artificial Intelligence. -- Enhancing Weakly Supervised Medical Segmentation via Heterogeneous Co-training with Box-wise Augmentation and Pseudo-label Filtering. -- FCGA-Former: A Hybrid Factor Space Classification Model for Predicting the Tumor Mutation Burden of Lung Adenocarcinoma.Zusammenfassung: This book constitutes the refereed proceedings of the 6th IFIP TC 12 International Conference on Intelligence Science, ICIS 2024, held in Nanjing, China, in October 25-28, 2024. The 23 full papers and 2 short papers presented here were carefully reviewed and selected from 32 submissions. These papers have been categorized into the following sections: Machine Learning; Causal Reasoning; Large Language Model; Intelligent Robot; Perceptual Intelligence; AI for Science; Medical Artificial Intelligence.PPN: PPN: 1903879957Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SCS | ZDB-2-SXCS

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