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检索条件："刊名=Journal of Data Analysis and Information Processing "
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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 
An Analysis and Prediction of Health Insurance Costs Using Machine Learning-Based Regressor Techniques
《Journal of Data Analysis and Information Processing》2024年第4期581-596,共16页Gagan Kumar Patra Chandrababu Kuraku Siddharth Konkimalla Venkata Nagesh Boddapati Manikanth Sarisa Mohit Surender Reddy 
One of the most significant annual expenses that a person has is their health insurance coverage. Health insurance accounts for one-third of GDP, and everyone needs medical treatment to varying degrees. Changes in med...
关键词：Medical Cost Health Insurance Cost Prediction Medical Cost Personal Datasets Machine Learning 
Enhancing BERTopic with Pre-Clustered Knowledge: Reducing Feature Sparsity in Short Text Topic Modeling
《Journal of Data Analysis and Information Processing》2024年第4期597-611,共15页Qian Wang Biao Ma 
Modeling topics in short texts presents significant challenges due to feature sparsity, particularly when analyzing content generated by large-scale online users. This sparsity can substantially impair semantic captur...
关键词：Topic Model BERTopic Short Text Feature Sparsity CLUSTER 
Estimation of Hazard Function for Censoring Random Variable by Using Wavelet Decomposition and Evaluation of MISE, AMSE with Simulation
《Journal of Data Analysis and Information Processing》2014年第1期1-5,共5页Mahmoud Afshari Saeed Tahmasebi 
Wavelet analysis is one of the mostly new methods of pure and applied mathematics science. In this paper, we use the wavelet method to estimate the hazard function for censoring random variable. We consider the conver...
关键词：Wavelet ESTIMATOR CENSORING Random Variable Mean SQUARE Integral ERROR Average Mean SQUARE ERROR SIMULATION 
A Web Server Cluster Solution Based on Twitter Storm被引量：1
《Journal of Data Analysis and Information Processing》2014年第1期6-11,共6页Xiaoling Xia Lin Tian 
Single Web server would become a bottleneck that influences the availability and stability of Web service. Ten years ago, what had been proposed is to add Web servers for resolving this problem—Web Server Cluster. In...
关键词：TWITTER STORM Web SERVER CLUSTER CLOUD COMPUTING 
Dealing with Empty and Overabundant Answers to Flexible Queries
《Journal of Data Analysis and Information Processing》2014年第1期12-18,共7页Samyr Abrahao Moises Silvio do Lago Pereira 
supported by CNPq(Brazilian National Counsel of Technological and Scientific Development),under grant numbers 305484/2012-5 and 104200/2013-8.
In traditional database applications, queries intend to retrieve data satisfying precise conditions. As a result, thousands of data can be retrieved (overabundant answer) or, even worse, no data at all (empty answer)....
关键词：Relational Database Fuzzy Logic Flexible Query Empty Answer Overabundant Answer 
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