Výsledky vyhľadávania - Machine Learning based algorithms

China's inflation forecasting in a data-rich environment: based on machine learning algorithms Autor Huang, Naijing, Qi, Yuqing, Xia, Jie

“… Specifically, we compile a large panel of China's monthly macroeconomic and financial variables, employing various machine learning models on this predictor panel to forecast China's inflation…”
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Sinkhole susceptibility mapping: A comparison between Bayes‐based machine learning algorithms Autor Taheri, Kamal, Shahabi, Himan, Chapi, Kamran, Shirzadi, Ataollah, Gutiérrez, Francisco, Khosravi, Khabat

“…Land degradation has been recognized as one of the most adverse environmental impacts during the last century. The occurrence of sinkholes is increasing…”
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LT-FS-ID: Log-Transformed Feature Learning and Feature-Scaling-Based Machine Learning Algorithms to Predict the k-Barriers for Intrusion Detection Using Wireless Sensor Network Autor Singh, Abhilash, Amutha, J., Nagar, Jaiprakash, Sharma, Sandeep, Lee, Cheng-Chi

“…The dramatic increase in the computational facilities integrated with the explainable machine learning algorithms allows us to do fast intrusion detection and prevention at border areas using Wireless Sensor Networks (WSNs…”
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Personalized music recommendation algorithm based on machine learning: Personalized music recommendation algorithm based on machine learning Autor Liu, Lanhui, Kong, Menglin, Cao, Cong, Shu, Zhanjie, Liu, Kecheng, Li, Xingquan, Hou, Muzhou

“…) based on users’ long-term and short-term preferences to help users quickly and accurately identify a small range of candidate songs that may be of interest from massive data…”
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Development of Machine Learning-based Algorithms to Predict the 2- and 5-year Risk of TKA After Tibial Plateau Fracture Treatment Autor Assink, Nick, Gonzalez-Perrino, Maria P, Santana-Trejo, Raul, Doornberg, Job N, Hoekstra, Harm, Kraeima, Joep, IJpma, Frank F A

“… In this study, we developed and validated a clinical prediction model using machine-learning algorithms for the 2- and 5-year risk of TKA after tibia plateau fractures…”
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CORR Insights®: Development of Machine Learning-based Algorithms to Predict the 2- and 5-year Risk of TKA After Tibial Plateau Fracture Treatment Autor DeBaun, Malcolm R

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Letter to the Editor: Development of Machine Learning-based Algorithms to Predict the 2- and 5-year Risk of TKA After Tibial Plateau Fracture Treatment Autor Xu, Qingyu, Zhang, Baojian, Liu, Yanqun

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Evaluation of High-quality Development of Shaanxi’s Economy Based on Digital Economy Based on Machine Learning Algorithm Autor Wang, Lina

“…With the strong development of industrial transformation, the digital economy, as the most dynamic, innovative, and widely radiated economic form at present,…”
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Classification and prediction‐based machine learning algorithms to predict students’ low and high programming performance Autor Durak, Aykut, Bulut, Vahide

“…–24 who receive programming education, by descriptive analysis, to determine the current situation according to various variables and to redict them with machine learning algorithms…”
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Digital inclusive financial and household fertility:Discoveries based on dual machine learning algorithm Autor Xie, Yan, Guo, Jingjun, Ma, Xiaowen

“… Utilizing data from the China Household Finance Survey (CHFS) spanning 2013 to 2019, this paper employs a dual machine learning algorithm (DML…”
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Diagnosis of T-cell–mediated kidney rejection in formalin-fixed, paraffin-embedded tissues using RNA-Seq–based machine learning algorithms Autor Liu, Peng, Tseng, George, Wang, Zijie, Huang, Yuchen, Randhawa, Parmjeet

“…). Machine learning tools were used to develop prediction models for distinguishing TCMR and STA samples using the top genes identified by DSeq2…”
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Assessing decision-based machine learning algorithms for predicting adsorption efficiency: a detailed study of Mn Fe LDH functionalized La(OH)₃@AC chitosan beads Autor Elshishini, Hala M., El-Subruiti, Gehan M., Ghatass, Zekry F., Farag, Nourhan H., Eltaweil, Abdelazeem S.

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Estimation of the vertical distribution of particle matter (PM 2.5 ) concentration and its transport flux from lidar measurements based on machine learning algorithms Autor Ma, Yingying, Zhu, Yang, Liu, Boming, Li, Hui, Jin, Shikuan, Zhang, Yiqun, Fan, Ruonan, Gong, Wei

“… Generally, the machine learning (ML) algorithms can input multiple features which may provide us with a new way to solve this constraint…”
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A Machine Learning Algorithm‐Based Approach (MaxEnt) for Predicting Habitat Suitability of Formica rufa Autor Özcan, Gonca Ece, Ünel, Eda, Sivrikaya, Fatih

“…ABSTRACT Machine learning techniques are quite effective for simulating species habitat appropriateness…”
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Comparison of Tree‐Based Machine Learning Algorithms for Classification of Livestock Breeds Based On Post‐Thaw Spermatological Parameters Autor Özen, Doğukan, Özen, Hülya, Gül, Elif Bersu, Olgaç, Kemal Tuna, Tekin, Koray, Tirpan, Mehmet Borga, Akçay, Ergun, Daşkin, Ali

“…‐thawed semen samples from Holstein, Simmental and Charolais bulls based on eight CASA‐derived variables, progressive motility (PM), non…”
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A new synergistic approach for monitoring wetlands using Sentinels -1 and 2 data with object-based machine learning algorithms Autor Whyte, Andrew, Ferentinos, Konstantinos P., Petropoulos, George P.

“… A further objective has been to develop a new Object-based Image Analysis (OBIA) approach for mapping wetland areas using Sentinel-1 and 2 data, where the latter is also tested against two popular machine learning algorithms…”
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Modelling the Potential Distribution of African Wormwood (Artemisia afra) Using a Machine Learning Algorithm‐Based Approach (MaxEnt) in Sekhukhune District, South Africa Autor Matsane, Willem, Dhau, Inos, Mothapo, Mologadi Clodean, Thamaga, Kgabo Humphrey

“…ABSTRACT Artemisia afra Jacq. ex Willd, commonly known as African wormwood, is a native medicinal plant that has been unsustainably harvested primarily for its…”
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Efficient optimization of robust project scheduling for industry 4.0: A hybrid approach based on machine learning and meta-heuristic algorithms Autor Goli, Alireza

“…This research contributes significantly to the domain of Industry 4.0 by offering a nuanced approach to the multi-objective optimization of the…”
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Impact of Participatory Community Planning on Publicity in Public Space Renewal Based on Machine Learning Algorithm Based on Child-friendly Concept Autor Dai, Yang, Li, Jiayi

“… participatory community planning model based on the support…”
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Comparison of machine learning algorithms based on machine learning for the prediction of thermal plasma physical parameters of C4F7N and CO2 environmentally friendly gas mixtures Autor Ding, Can, Tian, Haobo, Yu, Donghai

“… Because solving the physical parameters is expensive, based on the system of differential equations, this paper…”
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