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Sustainable Reuse Strategies of Enterprise Financial Management Model Following Deep Learning Under Big Data
The study aims to help enterprises to formulate a financial sustainable development strategy. A financial crisis forecast system based on deep learning (DL) is proposed to assist enterprises in checking their financial bills in...
Published by: IGI Global
Construction of Knowledge Service Model of Guizhou Supply Chain Enterprises Based on Big Data
Boren Gao
Jul 01, 2022
In the era of big data, "knowledge" scope is expanded. To realize the optimization of supply chain collaborative innovation in the era of big data, the platform of the collection, analysis, mining and application of massive...
Published by: IGI Global
Integration of Multi-Omics Data to Identify Cancer Biomarkers
A novel method for integrating multi-omics data, including gene expression, copy number variation, DNA methylation, and miRNA data, is proposed to identify biomarkers of cancer prognosis. First, survival analysis was performed...
Published by: IGI Global
What Attracts Followers?
Although business and researchers acknowledge the importance of social media, little research has been conducted to explore what attracts people to follow brand Twitter accounts. This research attempts to achieve an analytical...
Published by: IGI Global
A Comparison of Your Better Life Index and Its Antecedents Across Two Chinese Cultures
Jennifer Gao
Jul 01, 2021
OECD identified 11 topics in Your Better Life Index (YBLI). YBLI is generally accepted as an essential indicator of material living conditions and quality of life. This study compared YBLI in two predominantly Chinese regions...
Published by: IGI Global
Dual-Population Co-Evolution Multi-Objective Optimization Algorithm and Its Application
In the multi-objective optimization algorithm, the parameter strategy has a huge impact on the performance of the algorithm, and it is difficult to set a set of parameters with excellent distribution and convergence performance...
Published by: IGI Global
Airbnb (Air Bed and Breakfast) Listing Analysis Through Machine Learning Techniques
Machine learning is a broad field that contains multiple fields of discipline including mathematics, computer science, and data science. Some of the concepts, like deep neural networks, can be complicated and difficult to...
Computer Science and Information Technology Artificial Intelligence Machine Learning Medical, Healthcare, and Life Sciences Business and Management
Published by: IGI Global
What Attracts Followers?
Although business and researchers acknowledge the importance of social media, little research has been conducted to explore what attracts people to follow brand Twitter accounts. This research attempts to achieve an analytical...
Social Networking Business and Management Marketing Media and Communications Computer Science and Information Technology
Published by: IGI Global
Design and Development of Ternary-Based Anomaly Detection in Semantic Graphs Using Metaheuristic Algorithm
At present, the field of homeland security faces many obstacles while determining abnormal or suspicious entities within the huge set of data. Several approaches have been adopted from social network analysis and data mining;...
Published by: IGI Global
LNG Transportation Routes Risk Assessment Based on Group Decision Making
The risk assessment of liquefied natural gas (LNG) transportation routes has raised researchers' concerns in recent years, which is a group multi-criteria decision-making (GMCDM) problems that involves experts' opinions from...
Published by: IGI Global
Are Industrial Structure Adjustment and Technical Progress Conducive to Environmental Improvement?
China actively broadens its channels for environmental protection and limits pollutant emissions through industrial structure adjustment and technical progress. Based on panel data of 30 provinces in China from 2003 to 2017...
Published by: IGI Global
Process-Aware Dialogue System With Clinical Guideline Knowledge
Task-oriented dialogue systems aim to engage in interactive dialogue with people to ultimately complete specific tasks. Typical application domains include ticket booking, online shopping, and healthcare providing. Medical...
Published by: IGI Global
Online Learning Behavior Feature Mining Method Based on Decision Tree
This research mainly discusses the design of online learning behavior feature mining method based on decision tree. Data collection is the real-time collection of online learning behavior data from distance learning websites....
Published by: IGI Global
A Novel Particle Swarm Optimization With Genetic Operator and Its Application to TSP
To solve some problems of particle swarm optimization, such as the premature convergence and falling into a sub-optimal solution easily, we introduce the probability initialization strategy and genetic operator into the...
Published by: IGI Global
A Financial Deep Learning Framework
Prediction of stock price movement is regarded as a challenging task of financial time series prediction. Due to the complexity and massive financial market data, the research of deep learning approaches for predicting the...
Published by: IGI Global
On the Cognitive Load of Online Learners With Multi-Level Data Mining
A lot of studies have shown that there is an “inverse U-curve” relationship between learners' grades and cognitive load. Learners' grades are closely related to their learning behavior characteristics on online learning. Is...
Published by: IGI Global
Control Supply Chain Risks in Digital Transformation
Digital transformation contributes to enterprise supply chain resilience, but how to control the risks involved and whether this control contributes to supply chain resilience remains to be explored. This paper aims to clarify...
Published by: IGI Global
A Universal Image Forensics of Smoothing Filtering
Digital image smoothing filtering operations, including the average filtering, Gaussian filtering and median filtering are always used to beautify the forged images. The detection of these smoothing operations is important in...
Published by: IGI Global
On the Personalized Learning Space in Educational Metaverse Based on Heart Rate Signal
The application of the metaverse provides a new perspective for educational innovation and talent training in the new century. By creating multi-channel perceptions such as sight, hearing, and touch through the VR/AR/MR...
Published by: IGI Global
Factors Affecting Woman's Continuance Intention for Mobile Games
The article finds the main factors affecting women's continuance intention for mobile games, and analyze how and to what extent these factors affect women's continuance intention for mobile games in a research model. In this...
Gaming Media and Communications Digital Media Computer Science and Information Technology Social Sciences and Humanities
Published by: IGI Global
A Survey of Open Source Statistical Software (OSSS) and Their Data Processing Functionalities
This paper discusses the definitions of open source software, free software and freeware, and the concept of big data. The authors then introduce R and Python as the two most popular open source statistical software (OSSS)....
Published by: IGI Global
Strong Robustness Watermarking Algorithm Based on Lifting Wavelet Transform and Hessenberg Decomposition
Watermark imperceptibility and robustness in the present watermarking algorithm based on discrete wavelet transform (DWT) could be weakened due to data truncation. To solve this problem, a strong robustness watermarking...
Published by: IGI Global
Big Data in Entrepreneurship
Entrepreneurship research is paying increasing attention to big data. However, there is only a fragmented understanding on how big data influences entrepreneurial activities. To review previous research systematically and...
Published by: IGI Global
Overview of Big Data-Intensive Storage and its Technologies for Cloud and Fog Computing
Computing systems are becoming increasingly data-intensive because of the explosion of data and the needs for processing the data, and subsequently storage management is critical to application performance in such data-intensive...
Published by: IGI Global
The Register Variation in Translated Epidemic Prevention Manuals as Emergency Language Services
Using Biber's MD model, this paper investigates the register variation in crisis translation and discovers that learned exposition is the text type that comes closest to crisis translation. Crisis translation has “explicit” and...
Published by: IGI Global
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