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检索条件"主题词=Random forest algorithm"
565 条 记 录,以下是171-180 订阅
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Selective discrimination and accurate quantification of five target vapors among multiple vapors using 2D CuO and Co3O4 sensors
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PHYSICA SCRIPTA 2024年 第9期99卷 095999-095999页
作者: Kulkarni, Saraswati Ghosh, Ruma Indian Inst Technol Dharwad Dept EECE Dharwad 580007 India
Selective and sensitive detection of volatile organic compounds (VOCs) are critically needed for various applications like environmental sustainability, industrial safety, healthcare, etc Metal oxides are one of the m... 详细信息
来源: 评论
Large-scale deployment of intelligent transportation to help achieve low-carbon and clean sustainable transportation
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SCIENCE OF THE TOTAL ENVIRONMENT 2024年 949卷 174724页
作者: Jia, Zhenyu Yin, Jiawei Cao, Zeping Wei, Ning Jiang, Zhiwen Zhang, Yanjie Wu, Lin Zhang, Qijun Mao, Hongjun Nankai Univ Coll Environm Sci & Engn Tianjin Key Lab Urban Transport Emiss Res Tianjin 300071 Peoples R China Jinchuan Grp Informat & Automat Engn Co Ltd Jinchang 737100 Peoples R China Tianjin Youmei Environm Technol Ltd Tianjin 300300 Peoples R China
Sustained deep emission reduction in road transportation is encountering bottleneck. The Intelligent Transportation-Speed Guidance System (ITSGS) is anticipated to overcome this challenge and facilitate the achievemen... 详细信息
来源: 评论
Cyber Resiliency Enhancement of Overcurrent Relays in Distribution Systems
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IEEE TRANSACTIONS ON SMART GRID 2024年 第4期15卷 4063-4076页
作者: Pola, Saad Jovanovic, Marko Azzouz, Maher A. Mirhassani, Mitra Univ Windsor Dept Elect & Comp Engn Windsor ON N9B 3P4 Canada Qatar Univ Elect Engn Dept Doha Qatar
Directional overcurrent relays (DOCRs) depend on voltage and current measurements to initiate correct protection actions when faults occur. However, cyber-attacks can manipulate those measurements to make DOCRs output... 详细信息
来源: 评论
Deep Learning-Empowered Clinical Big Data Analytics in Healthcare Digital Twins
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IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2024年 第4期21卷 660-669页
作者: Lv, Zhihan Guo, Jinkang Lv, Haibin Uppsala Univ Fac Arts S-75105 Uppsala Sweden Qingdao Univ Coll Comp Sci &Technol Qingdao 266071 Shandong Peoples R China Minist Nat Resources North China Sea Offshore Engn Survey Inst North Sea Bur Qingdao 266061 Shandong Peoples R China
With the rapid development of information technology, great changes have taken place in the way of managing, analyzing, and using data in all walks of life. Using deep learning algorithm for data analysis in the field... 详细信息
来源: 评论
Life prediction of battery based on random forest optimized by genetic algorithm
Life prediction of battery based on random forest optimized ...
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IEEE International Conference on Prognostics and Health Management (ICPHM)
作者: Li Cailian Zhang Chun Beijing Jiaotong Univ Sch Comp & Informat Technol Beijing Peoples R China
When the random forest algorithm is used for battery life prediction, the prediction result is unstable, and it is difficult to ensure the accuracy of the model. In view of the above problems, this study proposes to u... 详细信息
来源: 评论
Machine Learning-Driven discovery of immunogenic cell Death-Related biomarkers and molecular classification for diabetic ulcers
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GENE 2025年 933卷 148928页
作者: Cai, Yun-Xi Li, Shi-Qi Zhao, Hang Li, Miao Zhang, Ying Ru, Yi Luo, Ying Luo, Yue Fei, Xiao-Ya Shen, Fang Song, Jian-Kun Ma, Xin Jiang, Jing-Si Kuai, Le Ma, Xiao-Xuan Li, Bin Shanghai Univ Tradit Chinese Med Yueyang Hosp Integrated Tradit Chinese & Western M Dept Dermatol Shanghai 200437 Peoples R China Tongji Univ Shanghai Skin Dis Hosp Sch Med Shanghai 200443 Peoples R China Shanghai Acad Tradit Chinese Med Inst Dermatol Shanghai 201203 Peoples R China
In this study, we redefine the diagnostic landscape of diabetic ulcers (DUs), a major diabetes complication. Our research uncovers new biomarkers linked to immunogenic cell death (ICD) in DUs by utilizing RNA-sequenci... 详细信息
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Optimization system for training efficiency and load balance based on the fusion of heart rate and inertial sensors
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PREVENTIVE MEDICINE REPORTS 2024年 41卷 102710-102710页
作者: Wang, Chen Tang, Man Xiao, Kun Wang, Defa Li, Bin Huaqiao Univ Coll Civil Engn Higher Educ Engn Res Ctr Intelligence & Automat Co Xiamen 361021 Peoples R China Xiamen Inst Technol Dept Phys Educ Xiamen 361021 Peoples R China China Railway 18 Bur Grp 1 Engn Co Ltd Baoding 072750 Hebei Peoples R China
Objectives: To enhance the daily training quality of athletes without inducing significant physiological fatigue, aiming to achieve a balance between training efficiency and load. Design methods: Firstly, we developed... 详细信息
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Vertical Force Monitoring of Racing Tires: A Novel Deep Neural Network-Based Estimation Method
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APPLIED SCIENCES-BASEL 2025年 第1期15卷 123-123页
作者: Ongir, Semih Kaleli, Egemen Cumhur Konyar, Mehmet Zeki Ertunc, Hueseyin Metin Kocaeli Univ Dept Mechatron Engn TR-41001 Kocaeli Turkiye Pirelli Automobile Tires Corp TR-41250 Kocaeli Turkiye Kocaeli Univ Dept Software Engn TR-41001 Kocaeli Turkiye
This study aims to accurately estimate vertical tire forces on racing tires of specific stiffness using acceleration, pressure, and speed data measurements from a test rig. A hybrid model, termed random forest Assiste... 详细信息
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Research on Predictive Auxiliary Diagnosis Method for Gastric Cancer Based on Non-Invasive Indicator Detection
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APPLIED SCIENCES-BASEL 2024年 第16期14卷 6858页
作者: Zhang, Xia Zhang, Mao Wei, Gang Wang, Jia Chongqing Univ Sci & Technol Sch Elect Engn Chongqing 401331 Peoples R China Chongqing Med Univ Coll Med Informat Chongqing 400016 Peoples R China
Chronic atrophic gastritis is a serious health issue beyond the stomach health problems that affect normal life. This study aimed to explore the influencing factors related to chronic atrophic gastritis (CAG) using no... 详细信息
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A Double-Hurdle Quantification Model for Freezing of Gait of Parkinson's Patients
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IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2024年 第10期71卷 2936-2947页
作者: Xu, Ningcun Wang, Chen Peng, Liang Zhou, Xiao-Hu Chen, Jingyao Cheng, Zhi Hou, Zeng-Guang Macau Univ Sci & Technol Fac Innovat Engn CASIA MUST Joint Lab Intelligence Sci & Technol Macau 999078 Peoples R China Chinese Acad Sci Inst Automat State Key Lab Multimodal Artificial Intelligence S Beijing 100190 Peoples R China Chinese Acad Sci Inst Automat CAS Ctr Excellence Brain Sci & Intelligence Techno State Key Lab Multimodal Artificial Intelligence S Beijing 100190 Peoples R China Univ Chinese Acad Sci Sch Artificial Intelligence Beijing 100049 Peoples R China
Freezing of gait (FOG) leads to an increased risk of falls and limited mobility in individuals with Parkinson's disease (PD). However, existing research ignores the fine-grained quantitative assessment of FOG seve... 详细信息
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