《Journal of Data Analysis and Information Processing》

作品数：212被引量：83H指数：5
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《Journal of Data Analysis and Information Processing》
主办单位：美国科研出版社
最新期次：2025年1期更多>>
发文主题：MACHINE_LEARNINGBASED_ONDATAFEATUREUSING更多>>
发文领域：医药卫生自动化与计算机技术理学经济管理更多>>
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On the Distributional Forecasting of UK Economic Growth with Generalised Additive Models for Location Scale and Shape (GAMLSS)
《Journal of Data Analysis and Information Processing》2025年第1期1-24,共24页Jonathan Iworiso Nera Ebenezer Mansi Aruoriwo Ocharive Shepherd Fubara 
The UK’s economic growth has witnessed instability over these years. While some sectors recorded positive performances, some recorded negative performances, and these unstable economic performances led to technical r...
关键词：Distributional Forecasting Out-of-Sample GAMLSS ML Model Complexity 
Information Disclosure on Operational Risks and Mitigation Strategies in Crowdfunding Projects: From the Supply Chain Perspective
《Journal of Data Analysis and Information Processing》2025年第1期25-45,共21页Gladys Tuo Yi Feng Stephen Okyere James Yaw Osei-Owusu Charles Mensah Dennis Amoako Elizabeth Serwaa Koomson 
In reward-based crowdfunding, projects are to disclose the operational risks and mitigation strategies for delivering the physical rewards during the funding phase. However, limited knowledge exists regarding projects...
关键词：CROWDFUNDING Information RISKS Mitigation Strategies Supply Chain 
Tailored Partitioning for Healthcare Big Data: A Novel Technique for Efficient Data Management and Hash Retrieval in RDBMS Relational Architectures
《Journal of Data Analysis and Information Processing》2025年第1期46-65,共20页Ehsan Soltanmohammadi Neset Hikmet Dilek Akgun 
Efficient data management in healthcare is essential for providing timely and accurate patient care, yet traditional partitioning methods in relational databases often struggle with the high volume, heterogeneity, and...
关键词：Healthcare Data Partitioning Relational Database Management Systems (RDBMS) Big Data Management Load Balance Query Performance Improvement Data Integrity and Fault Tolerance EFFICIENT Big Data in Healthcare Dynamic Data Distribution Healthcare Information Systems Partitioning Algorithms Performance Evaluation in Databases 
Harnessing Artificial Intelligence for Global Health Advancement
《Journal of Data Analysis and Information Processing》2025年第1期66-78,共13页Guntas Dhanjal 
Artificial intelligence (AI) is transforming healthcare, offering the potential to optimize clinical decision-making, improve patient outcomes, and enhance care accessibility. AI-driven tools can analyze vast medical ...
关键词：Artificial Intelligence Global Health ETHICS 
The Potential of Energy-Based RBM and xLSTM for Real-Time Predictive Analytics in Credit Card Fraud Detection
《Journal of Data Analysis and Information Processing》2025年第1期79-100,共22页Peyman Baghdadi Serdar Korukoglu Mehmet Ali Bilici Aytug Onan 
The rapid growth of technology impacts all aspects of modern life, including banking and financial transactions. While these industries benefit significantly from technological advancements, they also face challenges ...
关键词：Deep Learning Credit Card Fraud Detection Energy-Based RBM xLSTM European Cardholder Dataset 
Evaluation of the Climate Prediction System CMA-CPSv3 on Performances of Precipitation and Temperature Prediction over the Tibetan Plateau
《Journal of Data Analysis and Information Processing》2024年第4期495-509,共15页Maji Ni Dunzhu Danzeng Yangzong Ciren 
In order to evaluate the prediction performances of the climate prediction system developed by the China Meteorological Administration (CMA-CPSv3) over the Tibetan Plateau region, the precipitation and temperature pre...
关键词：CMA-CPSv3 Prediction Assessment PRECIPITATION TEMPERATURE Tibetan Plateau 
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 
Design and Implementation of Enterprise Office Automation System Based on Web Service Framework & Data Mining Techniques
《Journal of Data Analysis and Information Processing》2024年第4期523-543,共21页Muhammad Awais Javed Mahfuz Alam Md. Ariful Alam Rakibul Islam Md. Naimul Ahsan 
The advancement of science and technology has introduced the concept of big data, which has significantly transformed the business management environment of enterprises. Currently, most administrative tasks in compani...
关键词：SEO SQL DAO ERP Service-Oriented Computing (SOC) Web Services Office Automation ASP.Net SQL Server ERP Management System Operational Efficiency 
Optimizing Healthcare Big Data Processing with Containerized PySpark and Parallel Computing: A Study on ETL Pipeline Efficiency
《Journal of Data Analysis and Information Processing》2024年第4期544-565,共22页Ehsan Soltanmohammadi Neset Hikmet 
In this study, we delve into the realm of efficient Big Data Engineering and Extract, Transform, Load (ETL) processes within the healthcare sector, leveraging the robust foundation provided by the MIMIC-III Clinical D...
关键词：Big Data Engineering ETL Healthcare Sector Containerized Applications Distributed Computing Resource Optimization Data Processing Efficiency 
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 
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