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ANALYTICS: 作品数：412被引量：645H指数：12; 导出分析报告; 相关作者：马红亮胡文静王睿郭玮陈贡更多>>; 相关机构：青岛科技大学北京师范大学华中师范大学陕西师范大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家社会科学基金国家重点基础研究发展计划教育部人文社会科学研究基金更多>>

Smart cities,smart systems:A comprehensive review of system dynamics model applications in urban studies in the big data era: 《Geography and Sustainability》2025年第1期25-36,共12页Gift Fabolude Charles Knoble Anvy Vu Danlin Yu; sponsored by the U.S.Department of Housing and Urban Development(Grant No.NJLTS0027-22);The opinions expressed in this study are the authors alone,and do not represent the U.S.Depart-ment of HUD’s opinions.; This paper addresses urban sustainability challenges amid global urbanization, emphasizing the need for innova tive approaches aligned with the Sustainable Development Goals. While traditional tools and linear models ...; 关键词：Urban sustainability Smart cities System dynamics models Big data analytics Urban system complexity Data-driven urbanism

Single Window for International Trade:Intelligent Optimization and Computational Social Science Methodological Exploration: 《计算社会科学》2025年第1期68-76,共9页Sophia LI; The rapid evolution of international trade necessitates the adoption of intelligent digital solutions to enhance trade facilitation.The Single Window System(SWS)has emerged as a key mechanism for streamlining trade do...; 关键词：Computational Social Science Single Window System(SWS) Trade Facilitation Artificial Intelligence Machine Learning Blockchain Network Analytics Algorithmic Governance

Enhanced detection of obfuscated malware in memory dumps:a machine learning approach for advanced cybersecurity被引量：1: 《Cybersecurity》2025年第1期103-125,共23页Md.Alamgir Hossain Md.Saiful Islam; In the realm of cybersecurity,the detection and analysis of obfuscated malware remain a critical challenge,especially in the context of memory dumps.This research paper presents a novel machine learning-based framewor...; 关键词：Obfuscated malware detection Memory dump analysis Advanced malware analytics Malware behavioral patterns Advanced malware analytics Machine learning in cybersecurity

Deep Learning-Based Modeling Methods in Personalized Education: 《Artificial Intelligence Education Studies》2025年第1期15-30,共16页Qiang SUN; Deep learning has significantly transformed personalized education by enabling intelligent adaptation to indi-vidual learning needs.This study explores deep learning-based modeling methods that enhance personalized le...; 关键词：Deep Learning Personalized Learning Adaptive Education Learning Analytics Artificial Intelligence

Enhancing Predictive Analytics for Healthcare: Addressing Limitations and Proposing Advanced Solutions: 《Journal of Intelligent Learning Systems and Applications》2025年第1期36-43,共8页Rohan Desai; The paper reviews some of the major issues that occur in the application of big data analytics and predictive modeling in health, as obtained from the original study. It highlights challenges related to data integrati...; 关键词：Big Data Analytics Predictive Analytics Healthcare Clinical Decision-Making Data Quality PRIVACY Hybrid Models Machine Learning

Revolutionizing diabetic retinopathy screening and management:The role of artificial intelligence and machine learning: 《World Journal of Clinical Cases》2025年第5期1-12,共12页Mona Mohamed Ibrahim Abdalla Jaiprakash Mohanraj; Diabetic retinopathy(DR)remains a leading cause of vision impairment and blindness among individuals with diabetes,necessitating innovative approaches to screening and management.This editorial explores the transforma...; 关键词：Diabetic retinopathy Artificial intelligence Machine learning SCREENING MANAGEMENT Predictive analytics Personalized medicine

AutoGluon-Based Sales Forecasting a Real-Time Predictive Analytics Solution for Business Intelligence: 《Journal of Data Analysis and Information Processing》2024年第4期510-522,共13页Fahamgeer Mahesar Anam Ishaq Malaika Riaz Muhammad Bilal Tanzeela Kousar Aqsa Jameel; Accurate sales forecasting is essential in the fast-paced world of business for effective strategic planning and resource allocation. However, traditional forecasting methods often lack precision and flexibility. This...; 关键词：Machine Learning AutoGluon SALES

Predictive Analytics for Project Risk Management Using Machine Learning: 《Journal of Data Analysis and Information Processing》2024年第4期566-580,共15页Sanjay Ramdas Bauskar Chandrakanth Rao Madhavaram Eswar Prasad Galla Janardhana Rao Sunkara Hemanth Kumar Gollangi Shravan Kumar Rajaram; Risk management is relevant for every project that which seeks to avoid and suppress unanticipated costs, basically calling for pre-emptive action. The current work proposes a new approach for handling risks based on ...; 关键词：Predictive Analytics Project Risk Management DECISION-MAKING Data-Driven Strategies Risk Prediction Machine Learning Historical Data

Integrating machine learning and extreme value theory for estimating crash frequency-by-severity via AI-based video analytics: 《Communications in Transportation Research》2024年第1期382-392,共11页Fizza Hussain Yuefeng Li Md Mazharul Haque; This research is funded by the Queensland University of Technology,iMOVE CRC,and supported by the Cooperative Research Centres program,an Australian Government initiative.; Traffic conflict techniques rely heavily on the proper identification of conflict extremes,which directly affects the prediction performance of extreme value models.Two sampling techniques,namely,block maxima and peak...; 关键词：Bivariate models Traffic conflicts Crash severity Crash frequency Generalized extreme value Anomaly detection techniques

Discovering latent themes in aviation safety reports using text mining and network analytics: 《International Journal of Transportation Science and Technology》2024年第4期292-316,共25页Yingying Xing Yutong Wu Shiwen Zhang Ling Wang Haoyuan Cui Bo Jia Hongwei Wang; Aviation accidents,referring to unexpected and undesirable events involving aircraft,often cause great damage to property and human life.Learning from historical accidents is pivotal for improving safety in aviation.H...; 关键词：Aviation safety Aviation accident report Text mining Topic modeling Network analysis

ANALYTICS