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检索条件"主题词=Machine Learning Algorithms"
25364 条 记 录,以下是171-180 订阅
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Quantification of the concrete freeze–thaw environment across the Qinghai–Tibet Plateau based on machine learning algorithms
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Journal of Mountain Science 2024年 第1期21卷 322-334页
作者: QIN Yanhui MA Haoyuan ZHANG Lele YIN Jinshuai ZHENG Xionghui LI Shuo Department of Civil Engineering Qingdao University of TechnologyQingdao 266520China Department of Geography Qinghai Normal UniversityXining 810008China
The reasonable quantification of the concrete freezing environment on the Qinghai–Tibet Plateau(QTP) is the primary issue in frost resistant concrete design, which is one of the challenges that the QTP engineering ma... 详细信息
来源: 评论
Medium- and Long-Term Precipitation Forecasting Method Based on Data Augmentation and machine learning algorithms
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2022年 15卷 1000-1011页
作者: Tang, Tiantian Jiao, Donglai Chen, Tao Gui, Guan Nanjing Univ Posts & Telecommun Sch Geog & Biol Informat Nanjing 210023 Peoples R China Nanjing Hydraul Res Inst Hydrol & Water Resources Dept Nanjing 210029 Peoples R China Nanjing Univ Posts & Telecommun Coll Telecommun & Informat Engn Nanjing 210003 Peoples R China
Accurate medium and long-term precipitation forecasting plays a vital role in disaster prevention and mitigation and rational allocation of water resources. In recent years, there are various methods for medium- and l... 详细信息
来源: 评论
Prediction of chemoresistance trait of cancer cell lines using machine learning algorithms and systems biology analysis
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JOURNAL OF BIG DATA 2021年 第1期8卷 1-21页
作者: Ataei, Atousa Majidi, Niloufar Seyed Zahiri, Javad Rostami, Mehrdad Arab, S. Shahriar Rizvanov, Albert A. Kazan Fed Univ Inst Fundamental Med & Biol Kazan Russia Tarbiat Modares Univ Fac Biol Sci Dept Biophys Tehran Iran Tarbiat Modares Univ Fac Biol Sci Dept Biophys Bioinformat & Computat Omics Lab BioCOOL Tehran Iran Univ Kurdistan Dept Comp Engn Sanandaj Iran
Most of the current cancer treatment approaches are invasive along with a broad spectrum of side effects. Furthermore, cancer drug resistance known as chemoresistance is a huge obstacle during treatment. This study ai... 详细信息
来源: 评论
Investigating the reliability of machine learning algorithms as a sustainable tool for total suspended solid prediction
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AIN SHAMS ENGINEERING JOURNAL 2021年 第2期12卷 1607-1622页
作者: Sami, Balahaha Hadi Ziyad Khai, Wong Jee Sami, Balahaha Fadi Ziyad Fai, Chow Ming Essam, Yusuf Ahmed, Ali Najah El-Shafie, Ahmed Univ Tenaga Nas Coll Engn Dept Civil Engn Kajang 43000 Selangor Malaysia Univ Tenaga Nas Coll Engn Dept Civil Engn Inst Sustainable Energy ISE Kajang 43000 Selangor Malaysia Univ Tenaga Nas Coll Engn Dept Civil Engn Inst Energy Infrastruct IEI Kajang 43000 Selangor Malaysia Univ Malaya Fac Engn Dept Civil Engn Kuala Lumpur 50603 Malaysia United Arab Emirates Univ Natl Water & Energy Ctr Al Ain U Arab Emirates
This research studies the implementation of artificial neural networks (ANN) in predicting the concentration of total suspended solids (TSS) for the Fei Tsui reservoir in Taiwan. The prediction model developed in this... 详细信息
来源: 评论
Influence of elevation on plastic-covered greenhouse mapping accuracy using high-resolution satellite imagery and machine learning algorithms
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REMOTE SENSING LETTERS 2023年 第4期14卷 413-422页
作者: Veettil, Bijeesh Kozhikkodan Acharki, Siham Van Lang Univ Sci & Technol Adv Inst Lab Ecol & Environm Management Ho Chi Minh City Vietnam Van Lang Univ Fac Appl Technol Sch Technol Ho Chi Minh City Vietnam Abdelmalek Essaadi Univ Fac Sci & Tech Tangier Dept Earth Sci Tetouan Morocco
Proliferation of plastic-covered greenhouse (PCG) farming areas has been unparalleled in recent decades around the globe. Therefore, PCG's proper mapping and continuous monitoring are required to maintain protecte... 详细信息
来源: 评论
Response prediction of laced steel-concrete composite beams using machine learning algorithms
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STRUCTURAL ENGINEERING AND MECHANICS 2018年 第3期66卷 399-409页
作者: Thirumalaiselvi, A. Verma, Mohit Anandavalli, N. Rajasankar, J. CSIR Struct Engn Res Ctr Acad Sci & Innovat Res CSIR Campus Madras 600113 Tamil Nadu India
This paper demonstrates the potential application of machine learning algorithms for approximate prediction of the load and deflection capacities of the novel type of Laced Steel Concrete-Composite(1) (LSCC) beams pro... 详细信息
来源: 评论
Attendance automatic recognition and learning behavior of web-based course attendance based on machine learning algorithms
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JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2020年 第2期39卷 1769-1777页
作者: Fei, Xianju Tian, Guozhong Changzhou Inst Technol Sch Comp Informat & Engn Changzhou 213032 Jiangsu Peoples R China
At present, the automatic attendance mode of distance education is not conducive to the confirmation and analysis of information after class. In order to study the effective automatic recognition algorithm of remote e... 详细信息
来源: 评论
Detection and Classification of Conflict Flows in SDN Using machine learning algorithms
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IEEE ACCESS 2021年 9卷 76024-76037页
作者: Khairi, Mutaz Hamed Hussien Ariffin, Sharifah Hafizah Syed Latiff, Nurul Mu'Azzah Abdul Yusof, Kamaludin Mohamad Hassan, Mohamed Khalafalla Al-Dhief, Fahad Taha Hamdan, Mosab Khan, Suleman Hamzah, Muzaffar Univ Teknol Malaysia UTM Sch Elect Engn Fac Engn Johor Baharu 81310 Malaysia Future Univ Fac Engn Khartoum 10553 Sudan Northumbria Univ Dept Comp & Informat Sci Newcastle Upon Tyne NE1 8ST Tyne & Wear England Univ Malaysia Sabah Fac Comp & Informat Kota Kinabalu 88400 Sabah Malaysia
Software-Defined Networking (SDN) is a new type of technology that embraces high flexibility and adaptability. The applications in SDN have the ability to manage and control networks while ensuring load balancing, acc... 详细信息
来源: 评论
Utilizing machine learning algorithms for prediction of the rheological behavior of ZnO (50%)-MWCNTs (50%)/ Ethylene glycol (20%)-water (80%) nano-refrigerant
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INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER 2024年 156卷
作者: Song, Xiedong Baghoolizadeh, Mohammadreza Alizadeh, As'ad Basem, Ali Jasim, Dheyaa J. Sultan, Abbas J. Salahshour, Soheil Piromradian, Mostafa JiNing Univ Sch Comp Sci & Engn JiNing 273155 Peoples R China Inner Mongolia Univ Finance & Econ Sch Comp Informat Management Hohhot 010000 Peoples R China Shahrekord Univ Dept Mech Engn Shahrekord *** Iran Cihan Univ Erbil Coll Engn Dept Civil Engn Erbil Iraq Al Amarah Univ Coll Dept Petr Engn Maysan Iraq Warith Al Anbiyaa Univ Fac Engn Karbala 56001 Iraq Univ Technol Iraq Dept Chem Engn Baghdad Iraq Missouri Univ Sci & Technol Dept Chem & Biochem Engn Rolla MO 65409 USA Istanbul Okan Univ Fac Engn & Nat Sci Istanbul Turkiye Bahcesehir Univ Fac Engn & Nat Sci Istanbul Turkiye Lebanese Amer Univ Dept Comp Sci & Math Beirut Lebanon Islamic Azad Univ Dept Mech Engn Khomeinishahr Branch Khomeinishahr Iran
This paper aims to explore the utilization of machine learning techniques for the accurate prediction of rheological properties in a specific nanofluid system, ZnO(50 %)-MWCNTs (50 %)/Ethylene glycol (20 %)-water (80 ... 详细信息
来源: 评论
Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data (vol 42, pg 2928, 2015)
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EXPERT SYSTEMS WITH APPLICATIONS 2015年 第19期42卷 6806-6806页
作者: Park, Byeonghwa Bae, Jae Kwon Hannam Univ Dept Business Stat Taejon 306791 South Korea Keimyung Univ Dept Management Informat Syst Daegu 704701 South Korea
House sales are determined based on the Standard & Poor’s Case-Shiller home price indices and the housing price index of the Office of Federal Housing Enterprise Oversight (OFHEO). These reflect the tren... 详细信息
来源: 评论