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检索条件"主题词=tree-based algorithms"
32 条 记 录,以下是11-20 订阅
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Impact of Weather Factors on Migration Intention Using Machine Learning algorithms
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Operations Research Forum 2024年 第1期5卷 8页
作者: Aoga, John O. R. Bae, Juhee Veljanoska, Stefanija Nijssen, Siegfried Schaus, Pierre Ecole Doctorale Science Pour Ingenieur Université d’Abomey-Calavi Abomey-Calavi Benin School of Informatics University of Skövde Skövde Sweden Université de Rennes 1 CNRS/CREM-UMR621 Rennes France ICTEAM Université catholique de Louvain Louvain-la-Neuve 1348 Belgium
A growing attention in the empirical literature has been paid on the incidence of climate shocks and change on migration decisions. Previous literature leads to different results and uses a multitude of traditional em... 详细信息
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Cybersecurity Analytics: Toward an Efficient ML-based Network Intrusion Detection System (NIDS)  1
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6th International Conference on Machine Learning for Networking (MLN)
作者: Mouatassim, Tariq El Ghazi, Hassan Bouzaachane, Khadija El Guarmah, El Mandi Lahsen-Cherif, Iyad AGNOX Lab INPT Rabat Morocco Cadi Ayyad Univ FST L2IS Marrakech Morocco Royal Moroccan Air Force Acad Math & Informat Dept Marrakech Morocco
ML-based NIDS are among the tools used within the framework of Cybersecurity analytics to tackle intrusions and alert for potential or ongoing cyberattacks. Their design relies heavily on precollected datasets on whic... 详细信息
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Enhancing Network Intrusion Detection Systems: A Review of Feature Selection algorithms for Streaming Data Processing  21
Enhancing Network Intrusion Detection Systems: A Review of F...
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21st International Conference on Privacy, Security and Trust
作者: Amamra, Abdelfattah Khettab, Rym Mezine, Raissa Calif State Polytech Univ Pomona Dept Comp Sci Pomona CA 91768 USA Univ Sci & Technol Houari Boumed Dept Comp Sci Algiers Algeria
The proliferation of Internet of Things (IoT) devices has precipitated a substantial expansion in network size and data volume, concurrently giving rise to heightened security concerns. Consequently, there has been a ... 详细信息
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Machine Learning Models for Predicting Bond Strength of Deformed Bars in Concrete
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ACI STRUCTURAL JOURNAL 2022年 第5期119卷 43-56页
作者: V. Degtyarev, Vitaliy New Millennium Bldg Syst LLC Ft Wayne IN 46804 USA
This paper proposes eight machine learning models for predicting the bond strength between straight deformed reinforcing bars and concrete under tensile load. The models included support vector regressor (SVR), k-near... 详细信息
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The Predictability of tree-based Machine Learning algorithms in the Big Data Context
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INTERNATIONAL JOURNAL OF ENGINEERING 2021年 第1期34卷 82-89页
作者: Qolipour, F. Ghasemzadeh, M. Mohammad-Karimi, N. Yazd Univ Dept Comp Engn Yazd Iran
This research work is concerned with the predictability of ensemble and singular tree-based machine learning algorithms during the recession and prosperity of the two companies listed in the Tehran Stock Exchange in t... 详细信息
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TACOS: a novel approach for accurate prediction of cell-specific long noncoding RNAs subcellular localization
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BRIEFINGS IN BIOINFORMATICS 2022年 第4期23卷 bbac243-bbac243页
作者: Jeon, Young-Jun Hasan, Md Mehedi Park, Hyun Woo Lee, Ki Wook Manavalan, Balachandran Sungkyunkwan Univ Dept Integrat Biotechnol Suwon South Korea Tulane Univ Tulane Ctr Aging New Orleans LA 70118 USA Tulane Univ Dept Med New Orleans LA 70118 USA Sungkyunkwan Univ Suwon South Korea
Long noncoding RNAs (lncRNAs) are primarily regulated by their cellular localization, which is responsible for their molecular functions, including cell cycle regulation and genome rearrangements. Accurately identifyi... 详细信息
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Mapping climate change induced forest fire susceptibility using tree-based machine learning algorithms in Bangladesh
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Ecological Indicators 2025年 176卷
作者: Mafrid Haydar Al Hossain Rafi Md.Kamran Hasan Khan Sakib Hosan Halima Sadia Department of Urban and Regional Planning Khulna University of Engineering & Technology (KUET) Khulna 9203 Bangladesh
Forest fires in forested areas are an environmental disaster resulting from either natural phenomena or human activities. Forest fires pose a substantial risk in the forested and grassland areas of the Chittagong Hill... 详细信息
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Balancing Fined-Tuned Machine Learning Models Between Continuous and Discrete Variables - A Comprehensive Analysis Using Educational Data  23rd
Balancing Fined-Tuned Machine Learning Models Between Contin...
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23rd International Conference on Artificial Intelligence in Education (AIED)
作者: Drousiotis, Efthyvoulos Pentaliotis, Panagiotis Shi, Lei Cristea, Alexandra, I Univ Liverpool Dept Elect Engn & Elect Liverpool Merseyside England Univ Durham Dept Comp Sci Durham England
Along with the exponential increase of students enrolling in MOOCs [26] arises the problem of a high student dropout rate. Researchers worldwide are interested in predicting whether students will drop out of MOOCs to ... 详细信息
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Use of tree-based machine learning methods to screen affinitive peptides based on docking data
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MOLECULAR INFORMATICS 2023年 第12期42卷 e202300143页
作者: Feng, Hua Wang, Fangyu Li, Ning Xu, Qian Zheng, Guanming Sun, Xuefeng Hu, Man Li, Xuewu Xing, Guangxu Zhang, Gaiping Henan Agr Univ Coll Food Sci & Technol Zhengzhou Peoples R China Henan Univ Chinese Med Publ Hlth & Prevent Med Teaching & Res Ctr Zhengzhou Henan Peoples R China Longhu Modern Immunol Lab Zhengzhou Peoples R China Peking Univ Sch Adv Agr Sci Beijing Peoples R China Yangzhou Univ Jiangsu Coinnovat Ctr Prevent & Control Important Yangzhou Jiangsu Peoples R China
Screening peptides with good affinity is an important step in peptide-drug discovery. Recent advancement in computer and data science have made machine learning a useful tool in accurately affinitive-peptide screening... 详细信息
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Workflow for predicting undersaturated oil viscosity using machine learning
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RESULTS IN ENGINEERING 2023年 20卷
作者: Fotias, Sofianos Panagiotis Gaganis, Vassilis Natl Tech Univ Athens Sch Min & Met Engn Athens 15773 Greece Fdn Res & Technol Inst Geoenergy Khania 73100 Greece
Undersaturated oil viscosity is a dominant fluid parameter to be measured in oil reservoirs due to its direct involvement in flow calculations. Since PVT experimental work is expensive and time costly, prediction meth... 详细信息
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