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Chapter and Conference Paper
A Visual Localization System for Complex Indoor Environment
In recent years, unmanned technology has been widely used in military and civil fields. However, agents often stop working because of positioning problems in complex urban environments. In this paper, we prese...
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Chapter and Conference Paper
ECG Heartbeat Segmentation with Bidirectional LSTM Deep Learning Neural Network
The electrocardiogram (ECG) is the most representative signal to be used and illustrated for exactly understanding electrical activity of the heartbeat. Most of the heart diseases can be detected by means of E...
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Chapter and Conference Paper
Internet Financial Regulation Based on Evolutionary Game
With the rapid development of Internet technology, the integration of the Internet and the financial industry has gradually deepened. Internet finance has developed for many years in China, but there are defi...
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Chapter and Conference Paper
Research on Regional Heterogeneity in the Impact of Digital Inclusive Finance on the Diversification of Household Financial Asset Allocation
Diversification is one of the basic features of classical portfolio selection theory. Reasonable asset allocation is an important embodiment of rational family investment and the basis for family wealth accumu...
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Chapter and Conference Paper
You Draft We Complete: A BERT-Based Article Generation by Keyword Supplement
In this paper, we investigate a text generation scenario that we are given a sequence of keywords and our goal is to automatically turn the sequence into a semantic coherent passage. Moving toward the goal, we...
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Chapter and Conference Paper
Optimal Transport Based Multi-layer Domain Adaptation Model for Industrial Fault Diagnosis
Bearing and gearbox are important parts of transmission system, which can directly affect the efficiency of the industrial system. However, due to the varying working load and environmental change, the trainin...
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Chapter and Conference Paper
Forecasting and Monitoring Smart Buildings with the Internet of Things, Digital Twins and Blockchain
Smart buildings have grown in numbers and capabilities worldwide. Smart buildings rely on the sensor networks and Internet of Things (IoT), which allows the development and optimization performance through var...
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Chapter and Conference Paper
Using Spark Distributed Deep Learning to Analyze NetFlow in Data Lake System
usage of data to improve information security has become the focus of research in the development of big data and artificial intelligence. However, the traditional single database technology is unable...
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Chapter and Conference Paper
Study of Smart Decorating Machine on Cake Patten
Adding some shapes to food in the production process can greatly increase the added value of food and make the same food. The market is more competitive. At present, cake decorating is mainly done manually, wh...
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Chapter and Conference Paper
A Coverage and Connectivity of WSN in 3D Surface Using Sailfish Optimizer
Coverage and connectivity in the 3D surface of sensor nodes as the mountain is a critical problem in a wireless sensor network (WSN). This paper suggests a solution to multi-connectivity deployment WSN coverag...
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Chapter and Conference Paper
The Implementation of a Network Log System Using RNN on Cyberattack Detection with Data Visualization
Network log data is essential to web administrator, which provides information such as, system error, cyberattack warning, mobile data gigabytes, message sending status, and so on. Managing the massive volume ...
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Chapter and Conference Paper
Location Choice of Overseas Investments in Transportation Infrastructure by Chinese Enterprises: From the Perspective of the “BRICS+” Mode
The paper discusses the issue of location selection of overseas investment of Chinese enterprises in transportation infrastructure in the “BRICS+” region, and analyzes the influencing factors of such investmen...
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Chapter and Conference Paper
Research on the Influence of Internal Factors on the Quality of Decision-Making of MNCs
Quality of decision is the key to and premise of the success of international business of multinational enterprises. The correctness, integrity, feasibility, timeliness and efficiency of decision-making consti...
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Chapter and Conference Paper
Research on High-Speed Railway Network Effectiveness Based on Theory of Constraints
Analytical method of carrying capacity based on Theory of Constraints was put forward. The effectiveness of HRN under the existing high-speed railway transportation organization was analyzed. The results show ...
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Chapter and Conference Paper
A Novel Approach for Objectness Estimation Based on Saliency Segmentation and Superpixels Clustering
Object detection is an important and challenging vision task. It is a critical part in many applications such as image search, robot navigation, and scene understanding. In this paper, we propose a novel objec...
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Chapter and Conference Paper
The Implementation of NetFlow Log System Using Ceph and ELK Stack
Each software always has log data. Log data is essential for developers and end-users. With log data, we can indicate the information of system error, warning events or whether our system processes are loading...
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Chapter and Conference Paper
Evaluating Water Supply Scheme from Urbanization Perspective Based on Weighted TOPSIS
With the rapid development of urbanization process, water resource has become one of the key factors in restricting urbanization. With this in mind, this paper establishes the calculation model of water supply...
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Chapter and Conference Paper
Formative Assessment System of College English Based on the Big Data
It is an era of rapid development of network information technology. The informatization becomes one of the most prominent features nowadays. And the field of education has also been considerably influenced. P...
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Chapter and Conference Paper
Applying Random Forest Method to Analyze Elderly Fitness Training Routine Data
This study used the random forest algorithm to predict Senior Fitness test results on the execution of Synchronized Monitoring Analysis Record Care (SMARC) programs with the aim of aiding healthcare profession...
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Chapter and Conference Paper
The Immune System Model Based on B Method
Due to the lack of understanding of immunology, the immune theory is still controversial, which causes the difficulty in the immune system simulation. Based on the strict mathematics, the formal B method which...