AJNS OPEN ACCESS

Academic Journal of Natural Science

ISSN:3078-5170 (print) | ISSN:3078-5189 (online) | Publication Frequency: Quarterly

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: 8
Total number of pages in this issue: 0

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.

Articles

Gradient Descent Algorithm Optimization and its Application in Linear Regression Model

Authors:
Abstract: This paper systematically analyzes the application of gradient descent algorithm in linear regression model and proposes a variety of optimization methods. The basic concepts and mathematical expressi...

Weight Initialization Methods in Convolutional Neural Networks and Their Impact on Training Efficiency

Authors:
Abstract: This study analyzes the application effects of different weight initialization methods in convolutional neural networks, focusing on the impact of these methods on training efficiency. Through analysi...

Research on the Application of Deep Learning-Based Text Classification Algorithms in Data Mining

Authors:
Abstract: This article explores the application of text classification algorithms based on deep learning in data mining. By reviewing the existing literature, the application of convolutional neural network (CN...

Using Data Visualization Technology to Improve the Effectiveness of Township Environmental Management

Authors:
Abstract: This study discusses the application of data visualization technology in improving the effectiveness of township environmental management. Through literature review, actual case analysis and experimen...

A Dynamic Credit Risk Assessment Model Based on Deep Reinforcement Learning

Authors:
Abstract: This study presents a new credit risk assessment model based on deep learning (DRL), addressing the limitations of static models in adapting to financial changes. The model leverages the Deep Q-Networ...

A Review of Feature Engineering Methods in Regression Problems

Authors:
Abstract: This paper comprehensively reviews the importance of feature engineering in regression problems and its existing methods. Different feature processing techniques, including data transformation, intera...

Hybrid Mixed Integer Programming with Machine Learning for Digital Asset Management

Authors:
Abstract: Solving Mixed Integer Programming (MIP) problems is critical for numerous applications in digital asset management. Traditional solvers, which rely on techniques like branch-and-bound and branch-and-c...

Multimodal Sentiment Analysis: A Study on Emotion Understanding and Classification by Integrating Text and Images

Authors:
Abstract: The advent of social media and the proliferation of multimodal content have led to the growing importance of understanding sentiment in both text and images. Traditional sentiment analysis relies heav...
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Academic Journal of Natural Science (AJNS)
Published by Southern United Academy of Sciences Limited ISNI: 0000000512776460, operated by the Publications Division.