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Machine Learning Theory and Practice | Scholar Publishing Group

Machine Learning Theory and Practice

ISSN: 2790-0983

Machine learning is one of the most intelligent and forward research fields in artificial intelligence. It covers many disciplines such as statistics, probability theory, approximation theory, convex analysis, algorithm complexity, etc. The journal Machine Learning focuses on the study of pedagogy, applied economics, mechanical engineering, computer science and technology, control science and engineering, etc.

In this journal, the researches on machine learning is developing rapidly, the application scope of learning methods is also expanding, and even some of the research findings have been transformed into products. It is intended to share the academic achievements, theories, techniques and existing problems of this topic, and summarize the research experience of the authors in order to improve the overall academic level of machine learning.

Original articles on machine learning are welcomed. The articles are expected to cover research methods, research progress, and research findings in some areas of machine learning.

Anti drone intelligent tracking and aiming system optimized by computer vision and deep learning

Wenjie Jiang, Liuqing Yang

Abstract | References | PDF | HTML | Pub. Date: Jul 19, 2025

DOI: 10.38007/ML.2025.050106 | Downloads: 25 | Views: 1471

Crack Identification Based on Pytorch and U-Net Neural Network

Qiang Zhou, Jie Gou

Abstract | References | PDF | HTML | Pub. Date: Jul 8, 2025

DOI: 10.38007/ML.2025.050103 | Downloads: 20 | Views: 1417

Research on Optimization of Network Security Intrusion Detection Algorithm Based on Neural Network

Wenjie Jiang, Ziting Mai

Abstract | References | PDF | HTML | Pub. Date: Jun 8, 2025

DOI: 10.38007/ML.2025.050101 | Downloads: 19 | Views: 1426

Optimization Algorithm of Big Data Mining Based on Machine Learning Model

Yongfeng Shi

Abstract | References | PDF | HTML | Pub. Date: Mar 10, 2023

DOI: 10.38007/ML.2023.040108 | Downloads: 74 | Views: 2084

Automatic Text Classification Model Based on Machine Learning

Jianhua Li

Abstract | References | PDF | HTML | Pub. Date: Mar 10, 2023

DOI: 10.38007/ML.2023.040106 | Downloads: 69 | Views: 2154

Business Application of Machine Learning Technology in Data Mining

Jin Zhao

Abstract | References | PDF | HTML | Pub. Date: Mar 10, 2023

DOI: 10.38007/ML.2023.040104 | Downloads: 53 | Views: 1968

A Dropout Optimization Algorithm to Prevent Overfitting in Machine Learning

Xiuming Wu

Abstract | References | PDF | HTML | Pub. Date: Mar 10, 2023

DOI: 10.38007/ML.2023.040103 | Downloads: 71 | Views: 1985

Practice and Application of Fusion Machine Learning in Data Analysis

Sujuan Han

Abstract | References | PDF | HTML | Pub. Date: Feb 20, 2023

DOI: 10.38007/ML.2023.040101 | Downloads: 67 | Views: 1831

University Scientific Research Management based on Decision Tree Algorithm Evaluation

James Yong Liao

Abstract | References | PDF | HTML | Pub. Date: Dec 9, 2022

DOI: 10.38007/ML.2022.030409 | Downloads: 65 | Views: 1928

Artificial Neural Network in the Field of Environment

Vermpaty Charu

Abstract | References | PDF | HTML | Pub. Date: Dec 9, 2022

DOI: 10.38007/ML.2022.030408 | Downloads: 50 | Views: 1916

Machine Learning in the Prediction of Commodity Sales

Yuxi Zhou

Abstract | References | PDF | HTML | Pub. Date: Dec 9, 2022

DOI: 10.38007/ML.2022.030407 | Downloads: 81 | Views: 2364

Speech Emotion Recognition Based on Fuzzy Support Vector Machine

Hui Ma

Abstract | References | PDF | HTML | Pub. Date: Dec 9, 2022

DOI: 10.38007/ML.2022.030406 | Downloads: 68 | Views: 2036

Face Detection Based on Cascading Support Vector Machines

Zhifeng Lv

Abstract | References | PDF | HTML | Pub. Date: Dec 9, 2022

DOI: 10.38007/ML.2022.030405 | Downloads: 60 | Views: 1864