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Results: 90
The Relationship Between Bitcoin and Stock Market
This article analyzes the relationship between Bitcoin and the stock market by using a vector autoregressive model. To enhance the impulse response signal, the Sliding Window technique is applied. Study results show 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
Mobile Edge Computing to Assist the Online Ideological and Political Education
With the rapid development of mobile Internet technology, mobile network data traffic presents an explosive growth trend. Especially, the proportion of mobile video business has become a large proportion in mobile Internet...
Published by: IGI Global
Risk Prediction for Internet Financial Enterprises by Deep Learning Algorithm and Sustainable Development of Business Transformation
Yuting Zhao
Sep 01, 2021
It is necessary to find new ideas of business transformation of traditional financial enterprises under the background of Internet finance. Based on DL (deep learning) algorithm, the BPNN (Back Propagation neural network) model...
Published by: IGI Global
Exploration of Financial Market Credit Scoring and Risk Management and Prediction Using Deep Learning and Bionic Algorithm
The purpose is to effectively manage the financial market, comprehensive assess personal credit, reduce the risk of financial enterprises. Given the systemic risk problem caused by the lack of credit scoring in the existing...
Published by: IGI Global
Survey of Reading Promotion of Public Libraries in China
Reading promotion is a key service of the public library. This article investigates the current state of reading promotion in public libraries in China. There were 86 public libraries chosen as a sample. The research finds that...
Published by: IGI Global
Technical and Economic Evaluation and Development Policy Suggestions of LNG Power Plants
The return on investment (RIO) of a Liquefied natural gas (LNG) power plant is lower than that of conventional power plants with high pollution due to the “take or pay” supply mode of natural gas and the two-shift peak shaving...
Published by: IGI Global
English Article Style Recognition and Matching by Using Web Semantics
With the explosion of internet information, people feel helpless and difficult to choose in the face of massive information. However, the traditional method to organize a huge set of original documents is not only time-consuming...
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
3D Virtual Learning Environment for Acquisition of Cultural Competence
As educational systems emphasize and experiment with forms of online and remote learning, it is increasingly important to investigate the cultural competence of instructional designers. This chapter addresses the experiences of...
Virtual Learning Environments Education Educational Technologies Computer Science and Information Technology
Published by: IGI Global
Prediction of Hot Topics of Agricultural Public Opinion Based on Attention Mechanism LSTM Model
In order to timely and accurately analyze the focus and appeal of public opinion on the Internet, A LSTM-ATTN model was proposed to extract the hot topics and predict their changing trend based on tens of thousands of news and...
Environmental Technologies Environmental, Agricultural, and Physical Sciences Environmental Science and Technologies
Published by: IGI Global
Sea-Land Integrated Pollution Control Mode applied to Beidaihe Offshore Area
A Sea-Land Integrated Pollution Control Mode(SLIPCM) is extremely needed as the Beidaihe offshore area experiences the deterioration of water environmental quality and degradation of ecosystem service functions. In this study, a...
The Influence of E-Book Teaching on the Motivation and Effectiveness of Learning Law by Using Data Mining Analysis
This paper studies the motivation of learning law, compares the teaching effectiveness of two different teaching methods, e-book teaching and traditional teaching, and analyses the influence of e-book teaching on the...
Published by: IGI Global
Dynamic Provable Data Possession of Multiple Copies in Cloud Storage Based on Full-Node of AVL Tree
This article describes how to protect the security of cloud storage, a provable data possession scheme based on full-nodes of an AVL tree for multiple data copies in cloud storage. In the proposed scheme, a Henon chaotic map is...
Published by: IGI Global
Who Should Open Offline Showrooms?
The consumption experience is taken seriously by consumers, and increasingly, firms open offline showrooms for this. Showrooms can help to resolve the uncertainty of consumer perceived value and brand preference in online...
Published by: IGI Global
Measurement Method and Application of a Deep Learning Digital Economy Scale Based on a Big Data Cloud Platform
In recent years, with the acceleration of the process of economic globalization and the deepening of my country's financial liberalization, the scale of international short-term capital flows has been extremely rapid. This...
Published by: IGI Global
3D Virtual Learning Environment for Acquisition of Cultural Competence
As educational systems emphasize and experiment with forms of online and remote learning, it is increasingly important to investigate the cultural competence of instructional designers. This chapter addresses the experiences of...
Virtual Communities & Virtual Reality Computer Science and Information Technology Human-Computer Interaction Media and Communications Social Sciences and Humanities
Published by: IGI Global
A Blind Print-Recapture Robust Watermark Scheme by Calculating Self-Convolution
A blind print-recapture robust watermark scheme is proposed. Watermark patterns are embedded into the space domain of a color image and can be detected from a print-recaptured version of the image without knowledge of the...
Published by: IGI Global
Blockchain Traceability Valuation for Perishable Agricultural Products Under Demand Uncertainty
Various perishable agricultural products are recalled due to harmful health risks. Blockchain has been used to reduce the amount of such products wasted and disposed. Specifically, a supply chain with a wholesaler, a retailer...
Published by: IGI Global
Data Privacy Protection Algorithm Based on Redundant Slice Technology in Wireless Sensor Networks
In order to solve the problem that the privacy preserving algorithm based on slicing technology is incapable of dealing with packet loss, this paper presents the redundancy algorithm for privacy preserving. The algorithm...
Published by: IGI Global
Feasibility of Hybrid PSO-ANN Model for Identifying Soybean Diseases
Soybean disease has become one of vital factors restricting the sustainable development of high-yield and high-quality soybean industry. A hybrid artificial neural network (ANN) model optimized via particle swarm optimization...
Published by: IGI Global
A Survey of UAV Swarm Task Allocation Based on the Perspective of Coalition Formation
Coalition formation of unmanned aerial vehicle (UAV) swarms, an effective solution for UAV swarm task allocation, is an important technology for UAV swarms to perform real-time and efficient collaborative task allocation in a...
Published by: IGI Global
Multi-Layer Fusion Neural Network for Deepfake Detection
Recently, the spread of videos forged by deepfake tools has been widely concerning, and effective ways for detecting them are urgently needed. It is known that such artificial intelligence-aided forgery makes at least three...
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
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