Výsledky vyhledávání - "Machine learning classification algorithms"

Predicting the COVID-19 infection with fourteen clinical features using machine learning classification algorithms Autor Arpaci, Ibrahim, Huang, Shigao, Al-Emran, Mostafa, Al-Kabi, Mohammed N., Peng, Minfei

“…While the RT-PCR is the silver bullet test for confirming the COVID-19 infection, it is limited by the lack of reagents, time-consuming, and the need for…”
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Propensity score adjustment using machine learning classification algorithms to control selection bias in online surveys Autor Ferri-García, Ramón, Rueda, María del Mar

“…Modern survey methods may be subject to non-observable bias, from various sources. Among online surveys, for example, selection bias is prevalent, due to the…”
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Energy management of hybrid energy system sources based on machine learning classification algorithms Autor Musbah, Hmeda, Aly, Hamed H., Little, Timothy A.

“…•Solar and wind along with gasoline and diesel sources are combined for HES.•Different algorithms are applied to forecast the optimal energy source…”
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Energy management using multi-criteria decision making and machine learning classification algorithms for intelligent system Autor Musbah, Hmeda, Ali, Gama, Aly, Hamed H., Little, Timothy A.

“…•A hybrid energy system of wind, gasoline and diesel is proposed for a remote area.•Historical demand side dataset is used to model five different…”
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Coastal zone significant wave height prediction by supervised machine learning classification algorithms Autor Demetriou, Demetris, Michailides, Constantine, Papanastasiou, George, Onoufriou, Toula

“…Explicit wave models and expensive sensor equipment capable of predicting and measuring wave parameters often carry a prohibitive computational and financial…”
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Benthic Habitat Mapping Model and Cross Validation Using Machine-Learning Classification Algorithms Autor Wicaksono, Pramaditya, Aryaguna, Prama Ardha, Lazuardi, Wahyu

“…This research was aimed at developing the mapping model of benthic habitat mapping using machine-learning classification algorithms and tested the applicability of the model in different areas…”
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A Decision Support System for Crop Recommendation Using Machine Learning Classification Algorithms Autor Senapaty, Murali Krishna, Ray, Abhishek, Padhy, Neelamadhab

“…Today, crop suggestions and necessary guidance have become a regular need for a farmer. Farmers generally depend on their local agriculture officers regarding…”
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Machine learning classification algorithms and anomaly detection in conventional meters and Tunisian electricity consumption large datasets Autor Oprea, Simona-Vasilica, Bâra, Adela

“…•Electricity fraud detection in conventional meters.•Combining ML: supervised and unsupervised algorithms.•Extensive feature engineering.•Multivariate Gaussian…”
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Machine learning classification algorithms for inadequate wastewater treatment risk mitigation Autor Elsayed, Ahmed, Siam, Ahmad, El-Dakhakhni, Wael

“…[Display omitted] Continuous monitoring of wastewater treatment processes is key to mitigate the risk of inadequately treated wastewater on the environment and…”
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COVID-19 World Vaccination Progress Using Machine Learning Classification Algorithms Autor M. Abdulkareem, Nasiba, Mohsin Abdulazeez, Adnan, Qader Zeebaree, Diyar, A. Hasan, Dathar

“… Non-clinical methods such as data mining and machine learning techniques may help do this. This study will focus on the COVID-19 World Vaccination Progress using Machine learning classification Algorithms…”
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Introducing ARTMO’s Machine-Learning Classification Algorithms Toolbox: Application to Plant-Type Detection in a Semi-Steppe Iranian Landscape Autor Aghababaei, Masoumeh, Ebrahimi, Ataollah, Naghipour, Ali Asghar, Asadi, Esmaeil, Pérez-Suay, Adrián, Morata, Miguel, Garcia, Jose Luis, Rivera Caicedo, Juan Pablo, Verrelst, Jochem

“… . To date, no freely downloadable toolbox exists that brings the diversity of the latest supervised machine-learning classification algorithms (MLCAs…”
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Evaluation of six machine learning classification algorithms in pig breed identification using SNPs array data Autor Liu, Ruiqi, Xu, Zhiting, Teng, Jinyan, Pan, Xiangchun, Lin, Qing, Cai, Xiaodian, Diao, Shuqi, Feng, Xueyan, Yuan, Xiaolong, Li, Jiaqi, Zhang, Zhe

“…Breed identification utilizing multiple information sources and methods is widely applicated in the field of animal genetics and breeding. Simultaneously, with…”
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Classification of Australian Native Forest Species Using Hyperspectral Remote Sensing and Machine-Learning Classification Algorithms Autor Shang, Xiao, Chisholm, Laurie A.

“…, exhibit similar biophysical characteristics. This study assessed the potential of using hyperspectral remote sensing data and state-of-the-art machine-learning classification algorithms to classify Australian forest species at the leaf, canopy…”
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A context-sensitive offloading system using machine-learning classification algorithms for mobile cloud environment Autor Junior, Warley, Oliveira, Eduardo, Santos, Albertinin, Dias, Kelvin

“…Computational offloading in Mobile Cloud Computing (MCC) has attracted attention due to benefits in energy saving and improved mobile application performance…”
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A Hybrid Model for Prediction of Diabetes Using Machine Learning Classification Algorithms and Random Projection: A Hybrid Model for Prediction of Diabetes Using Machine Autor Poornima, V., R., RamyaDevi

“… the hybrid approach of random projection with machine learning classification algorithms can be used for disease prediction…”
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Estimation of sexual dimorphism of adult human mandibles of South Indian origin using non-metric parameters and machine learning classification algorithms Autor Corda, John Valerian, Karthikeyan, A., Zuber, Mohammad, Jacob, Meera, Ramos, Amith, Hosapatna, Mamatha, Dsouza, Anne, Pandey, Akhilesh Kumar, Ankolekar, Vrinda Hari

“…The mandible is one of the most reliable in sex determination in forensic anthropology. The shape of the mandible provides valuable information regarding the…”
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E-Sport Engagement Prediction Using Machine Learning Classification Algorithms Autor Masrur Mohd Khir, Nur Atiqah Rochin Demong, Siti Noorsuriani Maon

“… Machine learning classification algorithms offer a powerful approach to analyse and forecast user engagement in e-sports, thereby enabling the industry to tailor experiences to individual preferences and behaviours…”
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A Hybrid Model for Prediction of Diabetes Using Machine Learning Classification Algorithms and Random Projection Autor Poornima, V., R., RamyaDevi

“… the hybrid approach of random projection with machine learning classification algorithms can be used for disease prediction…”
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Breast cancer prediction using machine learning classification algorithms Autor La Moglia, Alan, Mohamad Almustafa, Khaled

“…In bioinformatics, the integration of machine learning has revolutionized disease diagnosis. Machine learning algorithms remove human limitations, offering…”
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Assessment of few-hits machine learning classification algorithms for low-energy physics in liquid argon detectors Autor Moretti, Roberto, Rossi, Marco, Biassoni, Matteo, Giachero, Andrea, Grossi, Michele, Guffanti, Daniele, Labranca, Danilo, Terranova, Francesco, Vallecorsa, Sofia

“…The physics potential of massive liquid argon TPCs in the low-energy regime is still to be fully reaped because few-hits events encode information that can…”
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