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检索条件"主题词=Machine Learning Algorithms"
26009 条 记 录,以下是1991-2000 订阅
排序:
Developing Novel machine learning algorithms to Improve Sedentary Assessment for Youth Health Enhancement
Developing Novel Machine Learning Algorithms to Improve Sede...
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IEEE International Conference on Healthcare Informatics (ICHI)
作者: Gowtham Kumar Golla Jordan A. Carlson Jun Huan Jacqueline Kerr Tarrah Mitchell Kelsey Borner Department of Electrical Engineering and Computer Science University of Kansas Jayhawk Blvd Lawrence KS Center for Children's Healthy Lifestyles and Nutrition Children's Mercy Hospital Department of Family Medicine and Public Health University of California San Diego CA Department of Psychology University of Kansas Lawrence KS
Sedentary behavior of youth is an important determinant of health. However, better measures are needed to improve understanding of this relationship and the mechanisms at play, as well as to evaluate health promotion ... 详细信息
来源: 评论
Computational prediction of bacterial type IV-B effectors using C-terminal signals and machine learning algorithms
Computational prediction of bacterial type IV-B effectors us...
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IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology (CIBCB)
作者: Lingyun Zou Kang Chen Department of Microbiology College of Basic Medical Sciences Third Military Medical University Chongqing China Radiology Department Southwest Hospital Third Military Medical University Chongqing China
Many species of bacteria inject effector proteins to host cells by their type IV secretion systems(T4SS). Two main kinds of T4SS subtypes, IVA and IVB, are well studied in recent years. IVB effectors have been confirm... 详细信息
来源: 评论
A review of supervised machine learning algorithms
A review of supervised machine learning algorithms
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International Conference on Computing for Sustainable Global Development (INDIACom)
作者: Amanpreet Singh Narina Thakur Aakanksha Sharma Bharati Vidyapeeth's College of Engineering New Delhi India
Supervised machine learning is the construction of algorithms that are able to produce general patterns and hypotheses by using externally supplied instances to predict the fate of future instances. Supervised machine... 详细信息
来源: 评论
An Investigation of Transfer learning and Traditional machine learning algorithms
An Investigation of Transfer Learning and Traditional Machin...
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International Conference on Tools for Artificial Intelligence (ICTAI)
作者: Karl R. Weiss Taghi M. Khoshgoftaar Florida Atlantic University
Previous research focusing on the evaluation of transfer learning algorithms has predominantly used real-world datasets to measure an algorithm's performance. A test with a real-world dataset exposes an algorithm ... 详细信息
来源: 评论
A study on improvement of recognition accuracy by applying machine learning algorithms to the vision-based traffic condition analysis system  13th
A study on improvement of recognition accuracy by applying m...
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International SoC Design Conference, ISOCC
作者: Keonhee Lee Hyuntae Ju Yong Mu Jeong Soo-Young Min Embedded.SW Research Center Korea Electronics Technology Institute Seongnam-si Republic of Korea
This paper proposes a method of applying a machine learning algorithm in order to improve the recognition rate of the video-based traffic information system. After applying the Error Backpropagation learning neural ne... 详细信息
来源: 评论
Prediction of Anti-inflammatory Plants and Discovery of Their Biomarkers by machine learning algorithms and Metabolomic Studies
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PLANTA MEDICA 2015年 第6期81卷 450-458页
作者: Chagas-Paula, Daniela Aparecida Oliveira, Tiago Branquinho Zhang, Tong Edrada-Ebel, RuAngelie Da Costa, Fernando Batista Univ Sao Paulo Sch Pharmaceut Sci Ribeirao Preto Lab Pharmacognosy AsterBioChem Res Team BR-14040903 Ribeirao Preto SP Brazil Univ Strathclyde Strathclyde Inst Pharm & Biomed Sci Glasgow Lanark Scotland
Nonsteroidal anti-inflammatory drugs are the most used anti-inflammatory medicines in the world. Side effects still occur, however, and some inflammatory pathologies lack efficient treatment. Cyclooxygenase and lipoxy... 详细信息
来源: 评论
machine learning and Deep learning Optimization algorithms for Unconstrained Convex Optimization Problem
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IEEE ACCESS 2025年 13卷 1817-1833页
作者: Naeem, Kainat Bukhari, Amal Daud, Ali Alsahfi, Tariq Alshemaimri, Bader Alhajlah, Mousa Int Islamic Univ Islamabad Dept Math & Stat Islamabad 44000 Pakistan Univ Jeddah Coll Comp Sci & Engn Dept Informat Syst & Technol Jeddah 23218 Saudi Arabia Rabdan Acad Fac Resilience Abu Dhabi U Arab Emirates King Saud Univ Coll Comp & Informat Sci Dept Software Engn Riyadh 11451 Saudi Arabia King Saud Univ Appl Comp Sci Coll Riyadh 11451 Saudi Arabia
This paper conducts a thorough comparative analysis of optimization algorithms for an unconstrained convex optimization problem. It contrasts traditional methods like Gradient Descent (GD) and Nesterov Accelerated Gra... 详细信息
来源: 评论
Construction and Performance Evaluation of Grain Porosity Prediction Models Based on Metaheuristic algorithms and machine learning
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IEEE ACCESS 2025年 13卷 43360-43383页
作者: Chen, Jiahao Li, Jiaxin Zheng, Deqian Liu, Chaosai Zhao, Runmei Zhang, Jiayi Henan Univ Technol Coll Civil Engn Zhengzhou 450001 Peoples R China Henan Key Lab Grain Storage Facil & Safety Zhengzhou 450001 Peoples R China
Grain porosity is a key parameter affecting the heat and moisture transfer in grain piles, and is related to the accuracy of heat and moisture transfer calculations and simulation studies in grain piles. To effectivel... 详细信息
来源: 评论
A Comparison of Different machine learning algorithms Using Single Channel EEG Signal for Classifying Human Sleep Stages
A Comparison of Different Machine Learning Algorithms Using ...
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IEEE Long Island Systems, Applications and Technology Conference LISAT
作者: Aboalayon, Khald A. I. Almuhammadi, Wafaa S. Faezipour, Miad Univ Bridgeport Dept Comp Sci & Engn Bridgeport CT 06604 USA
In recent years, the estimation of human sleep disorders from Electroencephalogram (EEG) signals have played an important role in developing automatic detection of sleep stages. A few methods exist in the market prese... 详细信息
来源: 评论
HeteroSpark: A Heterogeneous CPU/GPU Spark Platform for machine learning algorithms  10
HeteroSpark: A Heterogeneous CPU/GPU Spark Platform for Mach...
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IEEE International Conference on Networking, Architecture and Storage (NAS 2015)
作者: Li, Peilong Luo, Yan Zhang, Ning Cao, Yu Univ Massachusetts Lowell Dept Elect & Comp Engn Lowell MA 01852 USA Univ Massachusetts Lowell Dept Comp Sci Lowell MA 01852 USA
Analytics algorithms on big data sets require tremendous computational capabilities. Spark is a recent development that addresses big data challenges with data and computation distribution and in-memory caching. Howev... 详细信息
来源: 评论