JCTAM OPEN ACCESS

Journal of Computer Technology and Applied Mathematics

ISSN:3007-4126 (print) | ISSN:3007-4134 (online) | Publication Frequency: Bimonthly

Current Issue

All articles published in this issue have undergone a thorough peer review process, and stringent checks for repetition rates have been implemented to ensure the integrity of the content.

Total number of articles in this issue: 14
Total number of pages in this issue: 122

For inquiries regarding the content of specific articles, please feel free to contact the respective authors via their provided email addresses. For questions related to the journal itself, please reach out directly to SUAS Press.

Year

2024

Volume

1

Number

4

Status

Archived

Published

2024 November 2

Articles

A Review of Multimodal Interaction Technologies in Virtual Meetings

10.5281/zenodo.13988124
ark:/40704/JCTAM.v1n4a08
Authors: Weikun Lin.
Abstract: Multimodal interaction technologies enhance the planning of human-to-human virtual meetings that involve Call Centers located in one part of the world and customers in other activities through the use...

Overview of Multimodal Generative Models in Natural Language Processing and Computer Vision

10.5281/zenodo.13988327
ark:/40704/JCTAM.v1n4a09
Authors: Liang Li.
Abstract: Multimodal generative models have become essential in the deep learning renaissance, as they provide unparalleled flexibility over a diverse context of applications within Natural Language Processing ...

AI Machine Vision Automated Defect Detection System

10.5281/zenodo.13763253
ark:/40704/JCTAM.v1n4a01
Authors: Meina Qu.
Abstract: With the rapid development of smart manufacturing technologies, automated production has become an important trend in the transformation of the industrial chain. Among various automation applications,...

Machine Vision-Based Automatic Detection for Electromechanical Equipment

10.5281/zenodo.13830975
ark:/40704/JCTAM.v1n4a02
Authors: Shijie Lyu.
Abstract: With the continuous development of industrial production, efficient and accurate inspection of mechanical equipment has become crucial for production safety, efficiency, and economic benefits. By coll...

The Technology of Face Synthesis and Editing Based on Generative Models

10.5281/zenodo.13853413
ark:/40704/JCTAM.v1n4a03
Authors: Shijie Lyu.
Abstract: This paper reviews the current state of research on generative AI both domestically and internationally, exploring its potential applications and challenges across various fields. In education, genera...

A Systematic Review of Computer Vision-Based Virtual Conference Assistants and Gesture Recognition

10.5281/zenodo.13889718
ark:/40704/JCTAM.v1n4a04
Authors: Weikun Lin.
Abstract: In the process of introducing gesture recognition, it is essential to explore its technical background and implementation methods. Gesture recognition algorithms based on deep learning perform excepti...

A Comprehensive Framework for Multimodal Sensor Fusion in Intelligent Manufacturing: Innovations, Interpretability, and Real-world Applications

10.5281/zenodo.13905495
ark:/40704/JCTAM.v1n4a05
Authors: Yue Zhu.
Abstract: This paper presents the novel work of developing an intelligent manufacturing framework based on multimodal sensor integration and computer vision. In this paper, we propose a hybrid fusion method tha...

Understanding the Interrelation Between Temperature and Meteorological Factors: A Case Study of Szeged Using Machine Learning Techniques

10.5281/zenodo.13924235
ark:/40704/JCTAM.v1n4a06
Authors: Chang Che;Junchi Tian.
Abstract: Temperature serves as a fundamental indicator of thermal conditions, influencing various natural processes and human activities. This study investigates the relationship between temperature and other ...

Game Theory: Concepts, Applications, and Insights from Operations Research

10.5281/zenodo.13924241
ark:/40704/JCTAM.v1n4a07
Authors: Chang Che;Junchi Tian.
Abstract: Game theory is a branch of complex system analysis that deals with the mathematical modeling of strategic interactions among rational agents. It has been widely used across various fields, such as eco...

The Application of Real-time Emotion Recognition in Video Conferencing

10.5281/zenodo.13926257
ark:/40704/JCTAM.v1n4a10
Authors: Weikun Lin.
Abstract: Video conferencing has become a crucial tool for global remote collaboration, but existing platforms have limitations in capturing and conveying participants' emotions. Real-time emotion recognition t...

Enhancing Personalized Search with AI: A Hybrid Approach Integrating Deep Learning and Cloud Computing

10.5281/zenodo.13998900
ark:/40704/JCTAM.v1n4a11
Authors: Jiayi Wang;Tianyu Lu;Lin Li;Decheng Huang.
Abstract: This paper presents a novel hybrid approach for enhancing personalized search by integrating deep learning techniques with cloud computing infrastructure. The proposed system uses a multi-layer adapti...

Enhancing Bank Credit Risk Management Using the C5.0 Decision Tree Algorithm

10.5281/zenodo.14032041
ark:/40704/JCTAM.v1n4a12
Authors: Qi Xin;Runze Song;Zeyu Wang;Zeqiu Xu;Fanyi Zhao.
Abstract: This paper discusses the relationship between financial fraud risk and credit risk in China's financial market, and points out that financial statement fraud has a serious impact on the fairness and t...

Applications of Large Language Models in Multimodal Learning

10.5281/zenodo.14001455
ark:/40704/JCTAM.v1n4a13
Authors: Peiyang Yu;Xiaochuan Xu;Jiani Wang.
Abstract: In this paper, we provide a systematic review of the emerging field on applications for Large Language Models (LLMs) in multimodal learning, especially how such methodologies help improve orchestrated...

Investigations into the Evolution of Generative AI

10.5281/zenodo.14003350
ark:/40704/JCTAM.v1n4a14
Authors: Xueyi Cheng.
Abstract: Machine Learning, a pivotal technology within the realm of artificial intelligence, has experienced remarkable progress in recent times. This research offers a thorough and structured presentation of ...
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