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检索条件"主题词=Machine Learning Algorithms"
25808 条 记 录,以下是581-590 订阅
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Run Time and Accuracy of machine learning algorithms for Speaker Identification
Run Time and Accuracy of Machine Learning Algorithms for Spe...
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2024 International Symposium on Computer Science and Educational Technology (ISCSET)
作者: Stephan Lede René Schmidt Wolfram Hardt Department of Computer Engineering Chemnitz University of Technology Chemnitz Germany
The efficiency and accuracy of machine learning algorithms in embedded systems are paramount for real-time processing tasks such as identifying an intended speaker out of potential sound sources. This paper presents a... 详细信息
来源: 评论
Advancements in Heart Disease Detection: Integrating machine learning algorithms and Clinical Insights
Advancements in Heart Disease Detection: Integrating Machine...
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Technological Advancements in Computational Sciences (ICTACS), International Conference on
作者: Sagar Sharma Ramandeep Sandhu Manik Rakhra School of Computer Science and Engineering Lovely Professional University Phagwara Jalandhar Punjab India
This study evaluates various machine learning algorithms, including deep learning, ensemble methods, and hybrid approaches, for classifying heart rhythms. It emphasizes the need for a detailed comparative analysis to ... 详细信息
来源: 评论
Interpretable machine learning algorithms for Interpretation of Clinical Data
Interpretable Machine Learning Algorithms for Interpretation...
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International Conference on Computing and Networking Technology (ICCNT)
作者: Gautham Krishna Manoj Kumar Pathak Meenakshi Dheer Department of Civil Engineering School of Engineering and Technology JAIN (Deemed to be University) Bangalore Karnataka India Department of English ARKA JAIN University Jamshedpur Jharkhand India Department of Agriculture Vivekananda Global University Jaipur India
Interpretable machine learning (IML) algorithms use mathematical principles of machine learning to assist know-how, perception, and manipulation of scientific facts. Those algorithms aim to bridge the gap between clin... 详细信息
来源: 评论
Plant Diseases Recognition Using machine learning algorithms
Plant Diseases Recognition Using Machine Learning Algorithms
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IEEE/ACM International Symposium on Big Data Computing (BDC)
作者: S. Alketbi T. Bonny Department of Computer Engineering University of Sharjah Sharjah UAE
This report explores the critical field of plant disease recognition through the use of various machine learning algorithms. As agriculture faces increasing challenges from pathogens and diseases, the rapid and accura... 详细信息
来源: 评论
Classification of Pulsar Candidates Using Classical machine learning algorithms
Classification of Pulsar Candidates Using Classical Machine ...
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Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), International Conference on
作者: Siddharth Kannan Aakash Dhananjay Shanbhag 12th Grade A-Levels Prabhavati Padamshi Soni Intl. Junior College Juhu Mumbai India
Pulsars, rapidly spinning neutron stars with powerful radio emissions, are of significant interest in astrophysics. This study examines the effectiveness of various machine learning methods-Random Forest, XGBoost, Log... 详细信息
来源: 评论
Leukemia Subtype Classification via Gene Expression Using machine learning algorithms
Leukemia Subtype Classification via Gene Expression Using Ma...
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Information Technology, Electronics and Intelligent Communication Systems (ICITEICS), IEEE International Conference on
作者: Roshani Raut Shreya Lokare Shraddha Gavkare Mayuri Narute Dept. of Information Technology Pimpri Chinchwad College of Eng. Pune India
This project aims to improve patient care and treatment outcomes by using gene expression data to reliably diagnose acute myeloid leukemia (AML) and acute lymphoblastic leukemia (ALL). To create trustworthy classifica... 详细信息
来源: 评论
Investigation of Diabetes Prediction Using machine learning algorithms
Investigation of Diabetes Prediction Using Machine Learning ...
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Students Conference on Engineering and Systems (SCES)
作者: Jyotirmay Jain Geetla Sruthi P. Karuppanan Department of ECE MNNIT Allahabad Prayagraj INDIA
Diabetes has emerged as a pervasive and potentially fatal condition worldwide, impacting individuals across diverse age groups and demographics. The Diabetes is a multifaceted nature encompasses lifestyle choices, gen... 详细信息
来源: 评论
Heart Disease Prediction Using machine learning algorithms: Performance Analysis
Heart Disease Prediction Using Machine Learning Algorithms: ...
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International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE)
作者: Subrata Saha Md. Motinur Rahman Tahmid Tamrin Suki Md. Mahbub Alam Md. Shah Alam Mohammod Abu Sayid Haque Institute of Electronics Bangladesh Atomic Energy Commission Dhaka Department of Computer Science and Engineering Bangladesh University of Professionals Dhaka
Cardiovascular disease (CVD) is one of the major causes of death worldwide. Early detection of this disease can decrease the mortality rate significantly and it can also reduce the costs of medical treatment. Research... 详细信息
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FertiForecast: Identification of Fertilizer Based on NPK Levels using machine learning algorithms
FertiForecast: Identification of Fertilizer Based on NPK Lev...
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Computing and Data Science (ICCDS), International Conference on
作者: M. Vimaladevi Thangamani R Dhivyasubashini K Kandavel G Aravind S Department of Artificial Intelligence Kongu Engineering College Tamil Nadu India Department of AI-DS Kongu Engineering College Erode Tamilnadu India
For many people in India, especially those living in rural areas, agriculture is their main source of income. Approximately 50% of the labour force in the nation is employed by it, either directly or indirectly. Ferti... 详细信息
来源: 评论
Towards Skin Lesion Classification Using machine learning algorithms and Stokes Imaging Polarimetry
Towards Skin Lesion Classification Using Machine Learning Al...
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Pacific Rim Conference on Lasers and Electro-Optics (CLEO/Pacific Rim)
作者: Oscar I. Rodríguez-Cortés Geminiano Martínez-Ponce Centro de Investigaciones en Óptica A. C. Loma del bosque 115 Lomas del campestre León Guanajuato México
Melanoma, the deadliest skin cancer, demands enhanced detection methods. A handheld device integrating polarimetric imaging and machine learning for lesion classification via the ABCDE method is proposed. Preliminary ... 详细信息
来源: 评论