Výsledky vyhledávání - "Non-linear regression algorithm"

Power Consumption Prediction Modeling of Cement Manufacturing Based on the Improved Multiple Non-Linear Regression Algorithm Autor Zhao, Hui, Zhang, Ning, Wang, Hong Jun

“… Built upon this is the power consumption prediction model of cement manufacturing based on an improved multiple non-linear regression algorithm…”
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Towards pairing plot and field scale measurements in managed ecosystems: Using eddy covariance to cross-validate CO2 fluxes modeled from manual chamber campaigns Autor Lucas-Moffat, Antje M., Huth, Vytas, Augustin, Jürgen, Brümmer, Christian, Herbst, Mathias, Kutsch, Werner L.

“…•Simultaneous measurements of CO2 fluxes with manual chambers and eddy covariance.•Comparison and cross-validation for two cropping periods (rapeseed, winter…”
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Study on Non-Linear Regression Algorithm for Prognostic and Health Management of Aero-Engine Autor Kopsaftopoulos Fotis, Chang Fu-Kuo

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SAW enzyme sensor applied to the determination of enzyme kinetic constants with the aid of a non-linear regression algorithm Autor Cai, Qingyun, Wang, Ronghui, Wu, Liyin, Nie, Lihua, Yao, Shouzhuo

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Machine-learning-based predictions of imprinting quality using ensemble and non-linear regression algorithms Autor Yarahmadi, Bita, Hashemianzadeh, Seyed Majid, Milani Hosseini, Seyed Mohammad-Reza

“…The molecularly imprinted polymers are artificial polymers that, during the synthesis, create specific sites for a definite purpose. These polymers due to…”
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Hourly forecasting on PM2.5 concentrations using a deep neural network with meteorology inputs Autor Liang, Yanjie, Ma, Jun, Tang, Chuanyang, Ke, Nan, Wang, Dong

“… The neural network that based on the non-linear regression algorithm, e.g., deep learning, is now believed to be one of the most facile and advanced approaches in PM…”
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The effective coupling coefficient for a completed PIN-PMN-PT array Autor Stephens, D.N., Wodnicki, R., Chen, R., Liang, L.-M., Zhou, Q., Morrison, K., Ferrara, K.W.

“… The Levenberg-Marquardt non-linear regression algorithm (LMA) is employed to help confirm the EMCC calculated prediction (kEFF…”
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Identifying the influential features on the regional energy use intensity of residential buildings based on Random Forests Autor Ma, Jun, Cheng, Jack C.P.

“…•The influence of 171 different kinds of features was analyzed using Random Forests.•Average energy use intensities of 1322 regions were set as the regression…”
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Variable selection coupled to PLS2, ANN and SVM for simultaneous detection of multiple adulterants in milk using spectral data Autor Amsaraj, Rani, Ambade, Neha Dilip, Mutturi, Sarma

“…Fourier transform infrared (FT-IR) spectroscopy combined with chemometric methods was used to detect multiple adulterants in milk samples simultaneously…”
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Comparative Study on the Machine Learning and Regression-Based Approaches to Predict the Hydraulic Jump Sequent Depth Ratio Autor Baharvand, Saman, Jozaghi, Ali, Fatahi-Alkouhi, Reza, Karimzadeh, Saeed, Nasiri, Ruhollah, Lashkar-Ara, Babak

“… In this study, a non-linear regression algorithm was developed to predict the sequent depth ratio of hydraulic jumps over a smooth and rough bed surface using the experimental hydraulic data…”
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Analysis of Biochemical and Inflammatory Markers for Predicting COVID-19 Severity: Insights From a Tertiary Healthcare Institution of Eastern India Autor Kumari, Suchitra, Nayak, Saurav, Tripathy, Swagata, Bhuniya, Sourin, Mangaraj, Manaswini, Ramadass, Balamurugan, Sahu, Suchanda, Bandyopadhyay, Debapriya, Dash, Prakruti, Saharia, Gautom K

“…Background Coronavirus disease-19 (COVID-19) patients often deteriorate rapidly based on viral infection-related inflammation and the subsequent cytokine…”
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A bending-active twisted-arch plywood structure: computational design and fabrication of the FlexMaps Pavilion Autor Laccone, Francesco, Malomo, Luigi, Pérez, Jesús, Pietroni, Nico, Ponchio, Federico, Bickel, Bernd, Cignoni, Paolo

“…Bending-active structures are able to efficiently produce complex curved shapes from flat panels. The desired deformation of the panels derives from the proper…”
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Calibration of subsurface batch and reactive-transport models involving complex biogeochemical processes Autor Matott, L.S, Rabideau, A.J

“…: a multi-start non-linear regression algorithm (i.e. multi-start Levenberg-Marquardt), a global search heuristic (i.e…”
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MPEC: Distributed Matrix Multiplication Performance Modeling on a Scale-Out Cloud Environment for Data Mining Jobs Autor Kim, Jeongchul, Son, Myungjun, Lee, Kyungyong

“…Many data mining workloads are being analyzed in large-scale distributed cloud computing environments which provide nearly infinite resources with diverse…”
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Hourly forecasting on PM 2.5 concentrations using a deep neural network with meteorology inputs Autor Liang, Yanjie, Ma, Jun, Tang, Chuanyang, Ke, Nan, Wang, Dong

“… The neural network that based on the non-linear regression algorithm, e.g., deep learning, is now believed to be one of the most facile and advanced approaches in PM concentration prediction…”
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Phase-averaged flow statistics in compressors using a rotated hot-wire technique Autor Jelly, T. O., Day, I. J., di Mare, L.

“… Phase-averaged velocity statistics are obtained by solving a set of sensor response equations using a weighted, non-linear regression algorithm…”
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A prediction model of cloud security situation based on evolutionary functional network Autor Xie, Baowen, Zhao, Guosheng, Chao, Mianxing, Wang, Jian

“…Aiming at the dynamic uncertainty and prediction accuracy of security situation prediction in complex cloud network environment, a prediction model of cloud…”
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Expansion on Clustering Analysis for Symbolic Interval Data Using Statistical Regression Methods Autor Min, Shengjie

“…Symbolic data records are becoming a more and more powerful instrument in the current age to deal with large-sized data sets. Among various formats of symbolic…”
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Elastic characterization of Au thin films utilizing laser induced acoustic Rayleigh waves Autor Haim, A, Bar-Ad, S, Azoulay, A

“… The dispersion of the signals in glass substrates coated with Au/Cr was measured and fitted to theory using a non-linear regression algorithm…”
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Quantitative analysis of thiram by surface-enhanced raman spectroscopy combined with feature extraction Algorithms Autor Zhang, Bao-hua, Jiang, Yong-cheng, Sha, Wen, Zhang, Xian-yi, Cui, Zhi-feng

“…) and the non-linear regression algorithm--the support vector machine regression (SVR) to develop the quantitative analysis models…”
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