AIMC Topic: Algorithms

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Personalized Smart Clothing Design Based on Multimodal Visual Data Detection.

Computational intelligence and neuroscience
In the traditional clothing customization system, only the designer participates in the clothing design, and the style is single. In the face of numerous styles, the user just repeatedly arranges and combines the styles, but does not realize the user...

Research on the Evaluation Method of Enterprises' Independent Innovation Ability Based on Improved BP Neural Network and DQN Algorithm.

Computational intelligence and neuroscience
The development of enterprises has a very important influence on promoting national economic growth and improving comprehensive economic strength. This work evaluates the independent innovation ability of enterprises, analyzes the characteristics and...

A Novel Reformed Reduced Kernel Extreme Learning Machine with RELIEF-F for Classification.

Computational intelligence and neuroscience
With the exponential growth of the Internet population, scientists and researchers face the large-scale data for processing. However, the traditional algorithms, due to their complex computation, are not suitable for the large-scale data, although th...

Digital Twins Model of Industrial Product Management and Control Based on Lightweight Deep Learning.

Computational intelligence and neuroscience
Digital twins (DTs) can realize the integration of information and entities. It is widely used because of its simulation characteristics and virtual reality (VR) mapping. Its application to industrial product management and control is explored. First...

Research and Forecast Analysis of Financial Stability for Policy Uncertainty.

Computational intelligence and neuroscience
The instability of financial market will have a great impact on money, bonds, and stocks and affect the economic development of society and people's lives. Therefore, it is very necessary for us to study and predict the financial stability. According...

Class-Incremental Learning on Video-Based Action Recognition by Distillation of Various Knowledge.

Computational intelligence and neuroscience
Recognition of activities in the video is an important field in computer vision. Many successful works have been done on activity recognition and they achieved acceptable results in recent years. However, their training is completely static, meaning ...

Analysis of Sports Video Intelligent Classification Technology Based on Neural Network Algorithm and Transfer Learning.

Computational intelligence and neuroscience
With the rapid development of information technology, digital content shows an explosive growth trend. Sports video classification is of great significance for digital content archiving in the server. Therefore, the accurate classification of sports ...

An Intelligent Classification Method of Multisource Enterprise Financial Data Based on SAS Model.

Computational intelligence and neuroscience
An enterprise is often faced with a large amount of financial information and data information. It is inefficient to rely solely on manual work, and the accuracy is difficult to guarantee. For the multisource data of corporate finance, it is more dif...

Nonlinear Network Speech Recognition Structure in a Deep Learning Algorithm.

Computational intelligence and neuroscience
As a result of the fast rise of globalization, people in China are learning English at a rapid pace. However, there is a severe shortage of English teachers in the region, which is a major hindrance. To address these concerns, a deep learning-based a...

Production Task Allocation Decision Based on Cloud Robot Cell-Line.

Computational intelligence and neuroscience
Cloud manufacturing is a new service-oriented efficient and low-consumption agile manufacturing mode integrating information, manufacturing, Internet of Things, and other technologies. One of the key decisions of production enterprises is production ...