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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
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
Paratext Analysis of Patronage Factors
Hu Liu
Jan 01, 2021
Drawing on André Lefevere's rewriting theory, this paper endeavours to explore how Howard Goldblatt translates Mo Yan's novel Life and Death Are Wearing Me Out (hereafter referred to as L&D) with regard to patronage control by...
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
Will Environmental Regulation Narrow the Gap in Regional Economic Growth?
Empirical studies have shown that China's Air Pollution Prevention and Control Law (APPCL2000), as an environmental regulation, has significantly alleviated the air pollution problem and improved the TFP of air polluting...
Published by: IGI Global
Construction and Optimization of Green Supply Chain Management Mode of Agricultural Enterprises in the Digital Economy
Digital economy is a rapidly developing economic form under the background of the information age. This article introduces the construction and optimization of the green supply chain management model of agricultural enterprises...
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
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
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
Autocorrelation Regression Model Analysis and Selection of Cross-Border RMB Settlement From 2011 to 2020
With China's continuous opening to the outside world, changes in the international environment and the operation of the cross-border RMB settlement system (CIPS), the scale of cross-border RMB settlement has fluctuated...
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
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
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
Research on System Risks of “Internet + Supply Chain Finance” Based on SNA, Dynamic Evolutionary Game, and Bayesian Learning Principle Simulation
Under the background of "Internet +", the supply chain financial model and process have undergone profound changes. Firstly, through the social network analysis, the correlation between the participants in the Internet + supply...
Published by: IGI Global
Internet of Things-Enabled Crop Growth Monitoring System for Smart Agriculture
In order to solve the problems of high cost and difficult management of traditional agricultural planting, internet of things (IoT) technology was applied to realize real-time detection and intelligent management of crop growth...
Environmental Technologies Environmental, Agricultural, and Physical Sciences Environmental Science and Technologies
Published by: IGI Global
Empirical Comparative Study of Wearable Service Trust Based on User Clustering
Users of wearable services are different in age, occupation, income, education, personality, values and lifestyle, which also determine their different consumption patterns. Therefore, for the trust of wearable services, the...
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
Spammer Group Detection Using Machine Learning Technology for Observation of New Spammer Behavioral Features
Recently, the rapid growth in the number of customer reviews on e-commence platforms and in the amount of user-generated content has begun to have a profound impact on customer purchasing decisions. To counter the negative...
Published by: IGI Global
Elliptical Slot Microstrip Patch Antenna Design Based on a Dynamic Constrained Multiobjective Optimization Evolutionary Algorithm
Most evolutionary optimization algorithms have already been used for antenna design and shown promising results on improving the performance of the antenna. However, for many real-world antenna optimization problems, they are...
Published by: IGI Global
CEO Exposure, Media Influence, and Stock Returns
Media-aware stock movements are well acknowledged by the behavioral finance. As the soul of a firm, CEO’s media behavior is critical to the operation of a firm. CEO’s exposure could have captured the investors’ attention and...
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
Formative Assessment as an Online Instruction Intervention
Online education has long been suffering from high dropout rate and low achievement. However, both asynchronous and synchronous online instructions have to become effective to serve as a quick response to maintain undisrupted...
Published by: IGI Global
Energy Constraint in China at the Expense of Profitability?
Although energy constraints, green technology innovation increment, and corporate profitability are issues of central importance to enterprise management and the environment, many aspects of these elements have been neglected 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
Understanding Universal Adversarial Attack and Defense on Graph
Compared with traditional machine learning model, graph neural networks (GNNs) have distinct advantages in processing unstructured data. However, the vulnerability of GNNs cannot be ignored. Graph universal adversarial attack is...
Published by: IGI Global
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