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Author:   Yi Yu ,  Haiwei Pan ,  Hongzhi Wang ,  Chen Yu
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
ISBN:  

9789819525652

ISBN 10:   9819525659
Pages:   636
Publication Date:   11 November 2025
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

.- Education using big data, intelligent computing or data mining, etc. .- Analysis of the Impact of the Information Environment onStudents'Self-directed English Learning Behavior and Psychology. .- Research on the Integration of Ideological and Political EducationintoCybersecurity Postgraduate Courses: A Big Data-Driven Approach. .- A Bibliometric Analysis of the Current Status and Trends in Higher VocationalEducation Research. .- An empirical study on the influential factors of improving thequalityofteaching in the Civics classroom in higher vocational colleges. .- A Study on English-Reading Anxiety of Science and EngineeringStudentsinHainan Vocational Colleges. .- A Study on the English Listening Anxiety of Students in PrivateVocationalColleges. .- Education research, methods and materials for data science and engineering. .- Construction Method and Practice for the CurriculumIdeological andPoliticalSystem of Engineering Courses at Military University under theEducationPhilosophy of “Politics + Military + Technology”. -. A Brief Review of Generative Artificial Intelligence in Higher Education. .- Reform and practice of a large language model method basedonhumanfeedback in algorithm analysis and design of a course. .- Teaching Reform and Practice of Algorithm Design and AnalysisCourse. .- Using large language models to promote vocational skills improvement:Reform and practice of the ""Algorithm Design and Analysis"" course in higher education. .- Implementation path of computer science competition in thecontextofindustry-education integration. .- Research on the evaluation of teaching and research abilityinhighervocational colleges Based on the teaching and research achievementsofHainan higher vocational colleges from 2020--2023. .- Machine Learning for Data Science. .- Segmentwise Multilayer Perceptrons for Speech Emotion Recognition. .- MreNet: Multimodal Regularization Ensemble Network for Hierarchical PaperClassification. .- Animal Pose Estimation based on YOLO-POSE. .- Optimization Method for DOA Estimation at Low SNRs. .- DOA estimation based on transfer learning and RAN-BiLSTMunder limited snapshots. .- Reinforcement Learning for Time-Series Query Optimization. .- Design of a road traffic classification accident detection andidentificationsystem based on YOLOv10. .- Multiscale Dynamic Inference Acceleration for Deep Neural Networks. .- Generalized Prototype-based Few-shot Semantic SegmentationNetwork. .- Deep Learning-based Face Fatigue Monitoring Method fromthePerspectiveof Cyber Security. .- G-GRU Multi-Step Trajectory Prediction Network Based on Geographical Location Information. .- Sequence-Based Deep Learning Ensemble for TargetedPhage-HostInteraction Prediction. .- Basic Theory and Techniques for Data Science. .- LightLoc: Redefining Indoor Localization with an Efficient Spatial-TemporalLearning Framework. .- Attention-Guided Clustered Graph Convolutional Network for SpatiotemporalTraffic Forecasting. .- LW-CQ: ML-Driven Cardinality Estimation for Complex Queries. .- Application of Blockchain. .- Prevention of Flash Loan Attacking on the Decentralized FinanceSystemofaPublic Blockchain. .- The Efficiency of Momentum Factors in Cryptocurrency. .- Analysis and Design of an ROS Attack-Resistant Adaptor SignatureSchemefor Multiparty Cyclic Cross-Chain. .- Big Data Management and Applications. .- Research on Polling MAC Protocols for Flying Ad-Hoc Networks. .- Research on Industrial Big Data Display Systems Based on Grafanaand ECharts. .- Industrial Digitization and Applications. .- Robust Real-Time Fingertip Detection in Dynamic Environments for EnhancedHuman‒Computer Interaction. .- Challenges and Optimization of Multimodal Large Language ModelsforTreeFalling Scenarios. .- Applications of Data Science. .- Empirical Analysis of Tourism Revenue in Sanya City. .- Blockchain-Based Multi-dimensional Dynamic Supply Chain FinanceRiskControl System. .- Data Security and Privacy. .- Reversible Data Hiding Algorithm in Encrypted Images BasedonArithmeticCoding and Dual Prediction. .- A Novel Client Selection Method in Volatile Federated LearningBasedonDiscounted Exp3. .- Data-driven Scientific Research. .- Research on an underwater trash detection method based on improved YOLOv8. .- Novel methods for data analytics. .- Academic User Profile Construction Based on a Simplified Transformerandthe GNN Fusion Model.

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