Support vector machine regression (SVR/LS-SVM) - an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data
about
Laser-Induced Breakdown Spectroscopy Coupled with Multivariate Chemometrics for Variety Discrimination of Soil.Machine learning algorithms for mode-of-action classification in toxicity assessmentOptimization of Operation Parameters for Helical Flow Cleanout with Supercritical CO2 in Horizontal Wells Using Back-Propagation Artificial Neural Network.Systematic assessment of analytical methods for drug sensitivity prediction from cancer cell line dataSupport vector machine regression (LS-SVM) - an alternative to artificial neural networks (ANNs) for the analysis of quantum chemistry data?Multivariate classification of pigments and inks using combined Raman spectroscopy and LIBS.Incorporation of support vector machines in the LIBS toolbox for sensitive and robust classification amidst unexpected sample and system variability.Interpolation and extrapolation problems of multivariate regression in analytical chemistry: benchmarking the robustness on near-infrared (NIR) spectroscopy data.Evaluating the High Risk Groups for Suicide: A Comparison of Logistic Regression, Support Vector Machine, Decision Tree and Artificial Neural Network.Models to improve the non-destructive analysis of persimmon fruit properties by VIS/NIR spectrometry.Estimation of diffusion coefficients from voltammetric signals by support vector and gaussian process regression.Determination of Magnesium Oxide Content in Mineral Medicine Talcum Using Near-Infrared Spectroscopy Integrated with Support Vector Machine.Model-Based Methods in the Biopharmaceutical Process Lifecycle.Chemometric Analysis of the Volatile Compounds Generated by Aspergillus carbonarius Strains Isolated from Grapes and Dried Vine Fruits.Near-infrared spectroscopy as a potential tool with radial basis function for measurement of residual acrylamide in organic polymer.Monitoring the Age of Mosquito Populations Using Near-Infrared Spectroscopy.Development of Noninvasive Classification Methods for Different Roasting Degrees of Coffee Beans Using Hyperspectral Imaging.Fast Detection of Copper Content in Rice by Laser-Induced Breakdown Spectroscopy with Uni- and Multivariate Analysis.Quantitative Analysis of Nutrient Elements in Soil Using Single and Double-Pulse Laser-Induced Breakdown Spectroscopy.Recent Developments on Statistical and Neural Network Tools Focusing on Biodiesel QualityTime series forecasting for nonlinear and non-stationary processes: a review and comparative studyAutomated support vector regressionBenchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performanceApplication of Support Vector Regression for Simultaneous Modelling of near Infrared Spectra from Multiple Process StepsCharacterization of Adulterated Milk by Two-Dimensional Infrared Correlation SpectroscopyHyperspectral analysis of mangrove foliar chemistry using PLSR and support vector regressionData Mining of the Thermal Performance of Cool-Pipes in Massive Concrete via In Situ MonitoringApplication of Time Series Hyperspectral Imaging (TS-HSI) for Determining Water Distribution Within Beef and Spectral Kinetic Analysis During Dehydration
P2860
Q28601436-D899FC41-393E-4FA5-B95D-8125A5FA7900Q28834273-8A299DFE-9FBF-41A7-A536-AC819FEC9FF3Q30381691-87BA4E07-0542-453D-9EC7-513F3215DA02Q30705777-1701F92C-6031-4C74-829D-01F2A7F5BA23Q33905431-350B9489-C568-41E7-BB56-F335A3C20801Q33993829-2752283D-40C4-49D6-960C-36D8E23345A0Q34146750-25F4104C-1FC0-49C6-BA85-109EBDED7708Q34159928-7C0EF71F-7D28-4EF6-9DDE-FF95E1FA0967Q37491877-8FFBBB25-388D-48DD-BF26-1748EBDF3FE6Q38794848-C26F4728-2376-405C-9283-B5AC24BA776DQ41427018-596EDD60-8207-43E2-A69E-DA3EE93AE5B4Q47197260-6AD1488A-C9B3-4631-9ECA-5E33D4778E14Q47321747-7C20C15A-9FA7-4C0D-B417-033DC9AC8408Q50131977-607AE8AA-7AFB-4876-B82D-368B35AFACB6Q51240166-1531133E-8EFA-44B8-864E-A2E789AA04D0Q51335995-8C38FFAB-531A-4B97-9C40-2AB21B659F77Q52578381-80410C7E-95EB-4CD5-9B60-B9DBDB0BB3E6Q55010166-DE764C38-D632-4DE9-AFB1-97315CB1282CQ55260287-7291CD86-EB2C-43BE-968C-854BF68C1947Q57099753-babdc2e1-4843-9b1d-8dc3-5c7455aa7663Q57534278-E4BEFDCC-5223-49E4-808A-40BF69BBB0A6Q57534282-E8A35A0E-94EC-4B2C-8927-E63147E6F321Q57534327-F0D4E02A-6E6F-4F9F-B33F-AF3A2111BD5AQ57534330-5C0E371D-44BB-42FB-A92F-539DF94C1141Q58130391-996B4D09-1E81-448D-A20F-D4E618B8F420Q58321978-7FBA3B70-3555-49EE-A6E5-A639A6632067Q59071428-AFB727D7-0A36-4F01-B9E0-3AE54626B7E4Q59239891-0969B77D-77F1-4183-AEA1-78A3A477548F
P2860
Support vector machine regression (SVR/LS-SVM) - an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data
description
2011 academic article published in Analyst
@en
2011 nî lūn-bûn
@nan
2011 թուականի Ապրիլին հրատարակուած գիտական յօդուած
@hyw
2011 թվականի ապրիլին հրատարակված գիտական հոդված
@hy
2011年の論文
@ja
2011年論文
@yue
2011年論文
@zh-hant
2011年論文
@zh-hk
2011年論文
@zh-mo
2011年論文
@zh-tw
name
Support vector machine regress ...... frared (NIR) spectroscopy data
@ast
Support vector machine regress ...... frared (NIR) spectroscopy data
@en
Unterstützung der Vektormaschi ...... f Daten aus dem nahen Infrarot
@de
Регрессия на основе метода опо ...... фракрасной (БИК) спектроскопии
@ru
type
label
Support vector machine regress ...... frared (NIR) spectroscopy data
@ast
Support vector machine regress ...... frared (NIR) spectroscopy data
@en
Unterstützung der Vektormaschi ...... f Daten aus dem nahen Infrarot
@de
Регрессия на основе метода опо ...... фракрасной (БИК) спектроскопии
@ru
altLabel
Support vector machine regress ...... ANN) for analytical chemistry?
@en
Support vector machine regression (SVR/LS-SVM)
@en
Unterstützung der Vektormaschi ...... ken für die analytische Chemie
@de
Регрессия на основе метода опо ...... сетям для аналитической химии
@ru
prefLabel
Support vector machine regress ...... frared (NIR) spectroscopy data
@ast
Support vector machine regress ...... frared (NIR) spectroscopy data
@en
Unterstützung der Vektormaschi ...... f Daten aus dem nahen Infrarot
@de
Регрессия на основе метода опо ...... фракрасной (БИК) спектроскопии
@ru
P921
P356
P1433
P1476
Support vector machine regress ...... frared (NIR) spectroscopy data
@en
P2093
Ekaterina I Lomakina
P304
P3431
P356
10.1039/C0AN00387E
P4011
dba54972f719a9cc271996cda85f02c3285fd9ca
P407
P577
2011-02-25T00:00:00Z
2011-04-21T00:00:00Z