Search results for: PLS REGRESSION

• PLOS ONE

  Journals

  ISSN: 1932-6203

• Determination Of Gas Mixture Components Using Fluctuation Enhanced Sensing And The LS-SVM Regression Algorithm

  Publication

  • Ł. Lentka
  • J. Smulko
  • R. Ionescu
  • C. G. Granqvist
  • L. B. Kish

  - Metrology and Measurement Systems - Year 2015

  This paper analyses the effectiveness of determining gas concentrations by using a prototype WO3 resistive gas sensor together with fluctuation enhanced sensing. We have earlier demonstrated that this method can determine the composition of a gas mixture by using only a single sensor. In the present study, we apply Least-Squares Support-Vector-Machine-based (LS-SVM-based) nonlinear regression to determine the gas concentration...

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• ARTIFICIAL MODEL IN THE ASSESSMENT OF THE ALGORITHM OF OBJECTS RECORDED BY LASER SCANNING SHAPE DETECTION (ALS/TLS)

  Publication

  • A. Janowski
  • P. Nierebiński
  • J. Szulwic

  - Year 2015

  Brief description of the study and used methods. Brief description of the study and used As part of the preparatory work aimed to create the application solution allowing for the automation of searching objects in data, obtained in the scanning process using ALS (Airborne Laser Scanning) or TLS (Terrestrial Laser Scanning), the authors prepared a artificial (synthetic, theoretical) model of space, used for the verification of operation...

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• Application of Generalized Regression Neural Network and Gaussian Process Regression for Modelling Hybrid Micro-Electric Discharge Machining: A Comparative Study

  Publication

  • S. Singh
  • H. Mali
  • D. Unune
  • S. Wojciechowski
  • D. Wilczyński

  - Processes - Year 2022

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• DEPRESSION AND ANXIETY

  Journals

  ISSN: 1091-4269 , eISSN: 1520-6394

• The Modifiable Areal Unit Problem – Analysis of Correlation and Regression

  Publication

  • M. B. Pietrzak

  - EQUILIBRIUM Quarterly Journal of Economics and Economic Policy - Year 2014

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• Determination of benzo(a)pyrene content in PM10 using regression methods

  Publication

  • J. Gębicki
  • T. Ludkiewicz
  • J. Namieśnik

  - Medycyna Środowiskowa - Environmental Medicine - Year 2015

  The paper presents an attempt of application of multidimensional linear regression to estimation of an empirical model describing the factors influencing on B(a)P content in suspended dust PM10 in Olsztyn and Elbląg city regions between 2010 and 2013. During this period annual average concentration of B(a)P in PM10 exceeded the admissible level 1.5-3 times. Conducted investigations confirm that the reasons of B(a)P concentration...

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• Depression and anxiety in cardiovascular disease

  Publication

  • K. Małyszczak
  • J. Rymaszewska

  - Kardiologia Polska - Year 2016

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• Aerodynamic Shape Optimization for Delaying Dynamic Stall of Airfoils by Regression Kriging

  Publication

  • V. Raul
  • L. Leifsson
  • S. Kozieł

  - Year 2020

  The phenomenon of dynamic stall produce adverse aerodynamic loading which can adversely affect the structural strength and life of aerodynamic systems. Aerodynamic shape optimization (ASO) provides an effective approach for delaying and mitigating dynamic stall characteristics without the addition of auxiliary system. ASO, however, requires multiple evaluations time-consuming computational fluid dynamics models. Metamodel-based...

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• AGGRESSION AND VIOLENT BEHAVIOR

  Journals

  ISSN: 1359-1789 , eISSN: 1873-6335