《Journal of Intelligent Learning Systems and Applications》

作品数：221被引量：144H指数：5
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《Journal of Intelligent Learning Systems and Applications》
主办单位：美国科研出版社
最新期次：2025年1期更多>>
发文主题：NEURALGENETICMACHINE_LEARNINGLEARNINGFUZZY更多>>
发文领域：医药卫生自动化与计算机技术理学语言文字更多>>
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Early Machine Learning Models: Biases Shown and How It Can Be Corrected
《Journal of Intelligent Learning Systems and Applications》2025年第1期1-7,共7页Nandini Guduru 
The purpose of this research paper is to explore how early Machine Learning models have shown a bias in the results where a bias should not be seen. A prime example is an ML model that favors male applicants over fema...
关键词：Machine Learning Artificial Intelligence BIAS Generative AI Training Data Testing Data 
Machine Learning and Simulation Techniques for Detecting Buoy Types from LiDAR Data
《Journal of Intelligent Learning Systems and Applications》2025年第1期8-24,共17页Christopher Adolphi Masha Sosonkina 
Critical to the safe, efficient, and reliable operation of an autonomous maritime vessel is its ability to perceive the external environment through onboard sensors. For this research, data was collected from a LiDAR ...
关键词：Maritime Autonomy LIDAR Unity Simulation Machine Learning PointNet 
Prediction of Hypersonic Aerodynamic Performance of Spherically Blunted Cone Based on Multi-Fidelity Neural Network
《Journal of Intelligent Learning Systems and Applications》2025年第1期25-35,共11页Jimin Chen Guoyi He 
The rapid prediction of aerodynamic performance is critical in the conceptual and preliminary design of hypersonic vehicles. This study focused on axisymmetric body configurations commonly used in such vehicles and pr...
关键词：Multi-Fidelity Neural Network Data-Driven Spherically Blunted Cone Axisymmetric Rotating Body Aerothermal Modeling and Prediction 
Enhancing Predictive Analytics for Healthcare: Addressing Limitations and Proposing Advanced Solutions
《Journal of Intelligent Learning Systems and Applications》2025年第1期36-43,共8页Rohan Desai 
The paper reviews some of the major issues that occur in the application of big data analytics and predictive modeling in health, as obtained from the original study. It highlights challenges related to data integrati...
关键词：Big Data Analytics Predictive Analytics Healthcare Clinical Decision-Making Data Quality PRIVACY Hybrid Models Machine Learning 
Development of a Deep Learning Model for the Prognosis of the Occurrence of Death from Stomach Cancer in Senegal
《Journal of Intelligent Learning Systems and Applications》2024年第4期341-362,共22页Idrissa Sy Mouhamad Mounirou Allaya Mamadou Bousso Ayoub Insa Corréa Aba Diop Youssouphe Guissé Sérigne Souaibou Diop Madieng Dieng 
Context and Objectives: Stomach cancer ranks fifth in incidence and fourth in mortality worldwide. In Senegal, there were 597 new cases in 2020, with a mortality rate of almost 70%. The aim of this study was to develo...
关键词：Artificial Intelligence Multilayer Perceptron PROGNOSIS Gastric Cancer Synthetic Data 
Stock Price Prediction and Traditional Models: An Approach to Achieve Short-, Medium- and Long-Term Goals
《Journal of Intelligent Learning Systems and Applications》2024年第4期363-383,共21页Opeyemi Sheu Alamu Md Kamrul Siam 
A comparative analysis of deep learning models and traditional statistical methods for stock price prediction uses data from the Nigerian stock exchange. Historical data, including daily prices and trading volumes, ar...
关键词：Stock Price Prediction Deep Learning Traditional Model Evaluation Metrics Comparative Analysis Predictive Modeling LSTM ARIMA ARMA GRU 
Optimizing Healthcare Outcomes through Data-Driven Predictive Modeling
《Journal of Intelligent Learning Systems and Applications》2024年第4期384-402,共19页Md Nagib Mahfuz Sunny Mohammad Balayet Hossain Sakil Abdullah Al Nahian Syed Walid Ahmed Md Newaz Shorif Jennet Atayeva 
This study investigates the transformative potential of big data analytics in healthcare, focusing on its application for forecasting patient outcomes and enhancing clinical decision-making. The primary challenges add...
关键词：Big Data Analytics Predictive Analytics Healthcare Clinical Decision-Making Data Quality PRIVACY 
Application of Natural Language Processing in Virtual Experience AI Interaction Design
《Journal of Intelligent Learning Systems and Applications》2024年第4期403-417,共15页Ziqian Rong 
This paper investigates the application of Natural Language Processing (NLP) in AI interaction design for virtual experiences. It analyzes the impact of various interaction methods on user experience, integrating Virt...
关键词：Natural Language Processing Virtual Reality Augmented Reality Interaction Design User Experience 
The Role of Machine Learning and Deep Learning Approaches to Improve Optical Communication Systems
《Journal of Intelligent Learning Systems and Applications》2024年第4期418-429,共12页Weam M. Binjumah 
In recent years, there has been a revolution in the way that we transmit information through optical communication systems, allowing for fast and high-capacity data transmission using optical communication systems. Du...
关键词：Machine Learning Deep Learning Optical Communication Design Science Research Literature Review 
Enhancing Digital Literacy Performance in Rwanda Using Machine Learning: A Case Study of Irembo
《Journal of Intelligent Learning Systems and Applications》2024年第4期430-447,共18页Denise Ahishakiye Pacifi Nizeyimana 
This study explores the impact of digital literacy on adopting e-government services in Rwanda, focusing on the Irembo platform. The study addresses key gaps in the literature related to the digital divide and applies...
关键词：Digital Literacy E-Government Services K-MEANS Hierarchical Clustering Irembo Platform Rwanda Technology Acceptance Model (TAM) 
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