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Impact of Financial Technology on Regional Green Finance

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (3)

Finance is the core of modern economy, and a strong country cannot do without the support of financial system. With the rapid development of economy a......

Brain Storm Optimization Based Clustering for Learning Behavior Analysis

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (2)

Recently, online learning platforms have proven to help people gain knowledge more conveniently. Since the outbreak of COVID-19 in 2020, online learni......

Efficient Concurrent L1-Minimization Solvers on GPUs

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 38 (3)

Given that the concurrent L1-minimization (L1-min) problem is often required in some real applications, we investigate how to solve it in parallel on ......

Semisupervised Encrypted Traffic Identification Based on Auxiliary Classification Generative Adversarial Network

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (3)

The rapidly increasing popularity of mobile devices has changed the methods with which people access various network services and increased network tr......

FREPD: A Robust Federated Learning Framework on Variational Autoencoder

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (3)

Federated learning is an ideal solution to the limitation of not preserving the users' privacy information in edge computing. In federated learning, t......

Speech Enhancement via Residual Dense Generative Adversarial Network

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 38 (3)

Generative adversarial networks (GANs) are paid more attention to dealing with the end-to-end speech enhancement in recent years. Various GAN-based en......

TA Network Security Risk Assessment Method Based on a B_NAG Model

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 38 (1)

Computer networks face a variety of cyberattacks. Most network attacks are contagious and destructive, and these types of attacks can be harmful to so......

Model Implementation and Analysis of a True Three-dimensional Display System

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (3)

To model a true three-dimensional (3D) display system, we introduced the method of voxel molding to obtain the stereoscopic imaging space of the syste......

Hybrid Sooty Tern Optimization and Differential Evolution for Feature Selection

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (3)

In this paper, a hybrid model based on sooty tern optimization algorithm (STOA) is proposed to optimize the parameters of the support vector machine (......

External Incentive Mechanism Research on Knowledge Cooperation-Sharing in the Chinese Creative Industry Cluster

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 38 (3)

The creative industry is a knowledge-based industry, but it is difficult and complex to create knowledge for enterprises. The principle of cooperation......

A Markov Model for Subway Composite Energy Prediction

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (2)

Electric vehicles such as trains must match their electric power supply and demand, such as by using a composite energy storage system composed of lit......

A Novel PoW Scheme Implemented by Probabilistic Signature for Blockchain

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (2)

PoW (Proof of Work) plays a significant role in most blockchain systems to grant an accounting right over decentralized participants and ensure tamper......

Differential Evolution Algorithm Based Self-adaptive Control Strategy for Fed-batch Cultivation of Yeast

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 38 (1)

In the fed-batch cultivation of Saccharomyces cerevisiae, excessive glucose addition leads to increased ethanol accumulation, which will reduce the ef......

The Arcsine-X Family of Distributions with Applications to Financial Sciences

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (3)

The heavy-tailed distributions are very useful and play a major role in actuary and financial management problems. Actuaries are often searching for s......

Short-term Wind Speed Prediction with a Two-layer Attention-based LSTM

期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2021; 39 (2)

Wind speed prediction is of great importance because it affects the efficiency and stability of power systems with a high proportion of wind power. Te......

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