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检索条件"主题词=regression algorithms"
68 条 记 录,以下是1-10 订阅
排序:
Analysis of RVI for rice crops in small-scale agricultural fields using Sentinel-1 SAR data: case study on LAI retrieval using regression algorithms
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PADDY AND WATER ENVIRONMENT 2025年 第1期23卷 197-212页
作者: Salma, Shaik Ket, Snehal Kishor Dodamani, B. M. Natl Inst Technol Karnataka Dept Water Resources & Ocean Engn Surathkal India
Leaf Area Index (LAI) is a crucial indicator for assessing plant growth, canopy structure, photosynthetic capacity, and overall productivity. The Radar Vegetation Index (RVI), a well-established microwave metric, serv... 详细信息
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Thermodynamic properties of binary, ternary and quaternary mixtures: N-butyl acetate- n-hexanol - n,n-dimethylacetamide-water. Modeling using regression algorithms and optimization using socially-inspired evolutionary algorithms
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JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2024年 165卷
作者: Birgauanu, Iuliana Gavrilescu, Marius Leon, Florin Curteanu, Silvia Lisa, Gabriela Gheorghe Asachi Tech Univ Iasi Cristofor Simionescu Fac Chem Engn & Environm Prot 73 Prof D Mangeron Blvd Iasi 700050 Romania Gheorghe Asachi Tech Univ Fac Automat Control & Comp Engn 27 Prof D Mangeron Blvd Iasi 700050 Romania
Background: The design of chemical plants requires knowledge of the thermodynamic properties of the fluids involved. Methods: In our research, we performed experimental measurements of the refractive index and density... 详细信息
来源: 评论
Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3
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REMOTE SENSING OF ENVIRONMENT 2012年 118卷 127-139页
作者: Verrelst, Jochem Munoz, Jordi Alonso, Luis Delegido, Jesus Pablo Rivera, Juan Camps-Valls, Gustavo Moreno, Jose Univ Valencia Image Proc Lab IPL E-46003 Valencia Spain
ESA's upcoming satellites Sentinel-2 (S2) and Sentinel-3 (53) aim to ensure continuity for Landsat 5/7, SPOTS, SPOT-Vegetation and Envisat MERIS observations by providing superspectral images of high spatial and t... 详细信息
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HOS network-based classification of power quality events via regression algorithms
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EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING 2015年 第1期2015卷 1-11页
作者: Palomares Salas, Jose Carlos Gonzalez de la Rosa, Juan Jose Sierra Fernandez, Jose Maria Perez, Agustin Agueera Res Grp PAIDI TIC 168 Computat Instrumentat & Ind E-11202 Algeciras Cadiz Spain Univ Cadiz Polytech Sch Engn Area Elect E-11202 Algeciras Cadiz Spain
This work compares seven regression algorithms implemented in artificial neural networks (ANNs) supported by 14 power-quality features, which are based in higher-order statistics. Combining time and frequency domain e... 详细信息
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Benchmarking of regression algorithms for Simulating the Building's Energy  11
Benchmarking of Regression Algorithms for Simulating the Bui...
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IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC)
作者: Dimara, Asimina Anagnostopoulos, Christos-Nikolaos Krinidis, Stelios Tzovaras, Dimitrios Hellas Informat Technol Inst Ctr Res & Technol Thessaloniki Greece Univ Aegean Social Sci Sch Cultural Technol & Commun Dept Mitilini Greece
Applications utilizing simulation tools play a significant role in building design, demand response and building's performance optimization. In this paper a set of regression algorithms are evaluated in order to e... 详细信息
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Software package for regression algorithms based on Gaussian Conditional Random Fields  21
Software package for regression algorithms based on Gaussian...
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21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA)
作者: Markovic, Tijana Devedzic, Vladan Zhou, Fang Obradovic, Zoran Malardalen Univ Sch Innovat Design & Engn Vasteras Sweden Univ Belgrade Fac Org Sci Belgrade Serbia East China Normal Univ Sch Data Sci & Engn Shanghai Peoples R China Temple Univ Ctr Data Analyt & Biomed Informat Philadelphia PA USA
The Gaussian Conditional Random Fields (GCRF) algorithm and its extensions are used for machine learning regression problems in which the attributes of objects and the correlation between objects should be considered ... 详细信息
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Towards an MCDM-based evaluation framework for regression algorithms
Towards an MCDM-based evaluation framework for regression al...
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IEEE International Conference on Smart Computing (SMARTCOMP)
作者: Yao, Di Yuen, Kevin Kam Fung Xian Jiaotong Liverpool Univ Dept Comp Sci & Software Engn Suzhou Peoples R China
Prediction is a challenging topic and regression is one of the methods developed for this problem. Various regression algorithms produce different prediction results for different datasets. Various performance criteri... 详细信息
来源: 评论
Capacity Loss Analysis Using Machine Learning regression algorithms  9
Capacity Loss Analysis Using Machine Learning Regression Alg...
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9th International Conference on Electrical and Electronics Engineering (ICEEE)
作者: Atay, Sergen Ayranci, Ahmet Aytug Erkmen, Burcu Yildiz Tech Univ Dept Elect & Commun Engn Istanbul Turkey Istanbul Kultur Univ Dept Elect & Elect Engn Istanbul Turkey
In this study, time dependent measurements of the power capacitor, which is the main equipment of a compensation unit, are given. The power capacitor is actively working in an industrial facility. Six months of the da... 详细信息
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A Study of Comparative Analysis of regression algorithms for Reusability Evaluation of Object Oriented Based Software Components
A Study of Comparative Analysis of Regression Algorithms for...
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7th International Conference on Open Source Systems and Technologies (ICOSST)
作者: Zahara, Syeda Iffat Ilyas, Muhammad Zia, Tehseen Univ Sargodha Dept Comp Sci & Informat Technol Sargodha Pakistan
Reusability of software is found to be a key feature of quality. The most obvious outcomes of software reuse are overcoming the software crisis, advancing in software quality and improving productivity. The issue of s... 详细信息
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An analytical model for analyzing the value of information flow in the production chain model using regression algorithms and neural networks
Supply Chain Analytics
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Supply Chain Analytics 2023年 2卷
作者: Biyeme, Florent Mbakop, André Marie Chana, Anne Marie Voufo, Joseph National Advanced School of Engineering of Yaoundé (NASEY) Cameroon Laboratory of Civil and Mechanical Engineering Yaoundé Cameroon Department of Industrial and Mechanical Engineering Yaoundé Cameroon Laboratory of Mathematics Informatics Bio-informatics and Applications Yaoundé Cameroon Department of Computer Science Engineering Yaoundé Cameroon
Managing information flow has always been a challenging and critical driver of performance increase in manufacturing companies. Each bit of information related to the manufacturing process has an information flow valu... 详细信息
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