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Alternating least squares

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Recent papers in Alternating least squares
Non-negative tensor factorization using alpha and beta divergences
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    •   11  
      Blind Source Separation, Image Representation, Fixed Point Theory, Alternating least squares
An efficient algorithm for TUCKALS3 on data with large numbers of observation units
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    •   7  
      Psychology, Applied Mathematics, Algorithms, Alternating least squares
A graphical user-friendly interface for MCR-ALS: a new tool for multivariate curve resolution in MATLAB
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    •   7  
      Analytical Chemistry, Data Analysis, Chemometrics, Alternating least squares
Alternating Least-Squares for Low-Rank Matrix Reconstruction
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    •   15  
      Signal Processing, Iterative Methods, A Priori Knowledge, Noise
Raman and IR spectroscopy research on hydrogen bonding in water-ethanol systems
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      Molecular Physics, Vibrational Spectroscopy, Alternating least squares, Hydrogen Bond
Study of pharmaceutical samples by NIR chemical-image and multivariate analysis
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    •   15  
      Analytical Chemistry, Principal Component Analysis, Image Analysis, Multivariate Analysis
Structural Classification Analysis of Three-Way Dissimilarity Data
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    •   13  
      Data Analysis, Algorithm, Structural Analysis, Multivariate Analysis
Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case
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    •   27  
      Engineering, Applied Mathematics, Statistics, Technology
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization
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    •   11  
      Data Analysis, Independent Component Analysis, Blind Source Separation, Alternating least squares
Rapid multivariate curve resolution applied to identification of explosives by ion mobility spectrometry
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    •   24  
      Analytical Chemistry, Data Analysis, Chemometrics, Raman Spectroscopy
Tensor decompositions alternating least squares and other tales
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    •   9  
      Analytical Chemistry, Chemometrics, Decomposition, Algorithm
Modeling the adsorption of dyes onto activated carbon by using experimental designs
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    •   10  
      Analytical Chemistry, Carbon, Experimental Design, Adsorption
Adaptive Reduced-Rank Equalization Algorithms Based on Alternating Optimization Design Techniques for MIMO Systems
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    •   15  
      Engineering, Technology, Parameter estimation, Computer Model
Sequential injection analysis linked to multivariate curve resolution with alternating least squares
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      Analytical Chemistry, Alternating least squares, Second Order, Multivariate Curve Resolution
Use of gas chromatography–mass spectrometry combined with resolution methods to characterize the essential oil components of Iranian cumin and caraway
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    •   15  
      Engineering, Technology, Statistical Analysis, Mass Spectrometry
Content uniformity studies in tablets by NIR-CI
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      Algorithms, Analytical Chemistry, Functional Near Infrared Spectroscopy, Pharmaceutical Technology
Application of non-linear optimization methods to the estimation of multivariate curve resolution solutions and of their feasible band boundaries in the investigation of two chemical and environmental simulated data sets
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      Analytical Chemistry, Environmental Chemistry, Alternating least squares, Multivariate Curve Resolution
Application of multivariate curve resolution alternating least squares (MCR-ALS) to remote sensing hyperspectral imaging
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    •   33  
      Engineering, Materials Engineering, Chemical Engineering, Analytical Chemistry
Multivariate curve resolution of organic pollution patterns in the Ebro River surface water–groundwater–sediment–soil system
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    •   21  
      Analytical Chemistry, Water, Chemometrics, Environmental Monitoring
Multivariate curve resolution applied to temperature-modulated metal oxide gas sensors
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    •   8  
      Materials Engineering, Analytical Chemistry, Carbon Monoxide, Alternating least squares
Using scattering and absorption spectra as MCR-hard model constraints for diffuse reflectance measurements of tablets
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      Algorithms, Analytical Chemistry, Quantitative analysis, Multivariate Analysis
Fast chromatographic method for the determination of dyes in beverages by using high performance liquid chromatography—Diode array detection data and second order algorithms
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    •   23  
      Engineering, Algorithms, Technology, Chemometrics
Determination of sulphate in water and biodiesel samples by a sequential injection analysis—Multivariate curve resolution method
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    •   13  
      Analytical Chemistry, Water, Biodiesel, Multivariate Analysis
Regularized NNLS Algorithms for Nonnegative Matrix Factorization with Application to Text Document Clustering
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      Numerical Optimization, Alternating least squares, Document Clustering, Supervised Classification
Adsorptive accumulation in constant current stripping chronopotentiometry as an alternative for the electrochemical study of metal complexation by thiol-containing peptides
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      Analytical Chemistry, Electroanalytical Chemistry, Alternating least squares, Metal Complexes
Determination of amoxicillin in pharmaceuticals using sequential injection analysis (SIA
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    •   7  
      Analytical Chemistry, Chemometrics, Principal Component Analysis, Multivariate Analysis
Study of pharmaceutical samples by NIR chemical-image and multivariate analysis
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    •   15  
      Analytical Chemistry, Principal Component Analysis, Image Analysis, Multivariate Analysis
Local minima in categorical multiple regression
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      Econometrics, Statistics, Optimal Scaling, Categorical data analysis
Determination of the Equilibrium Constant and Resolution of the HOD Spectrum by Alternating Least-Squares and Infrared Analysis
... FRED O. LIBNAU, ALFRED A. CHRISTY,* and OLAV M. KVALHEIM Department of Chemistry, University of Bergen, N-5007 Bergen, Norway ... If the ana-lytical signal due to HOD is larger than the effect of spec-tral shift upon isotopic... more
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      Mechanical Engineering, Analytical Chemistry, Alternating least squares, Spectrum
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization
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    •   9  
      Data Analysis, Blind Source Separation, Image Representation, Alternating least squares
Personalized recommendation of linear content on interactive TV platforms: beating the cold start and noisy implicit user feedback
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      Data Mining, Recommender Systems, Interactive Media, Context Awareness
Multivariate Curve Resolution of Time Course Microarray Data
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    •   23  
      Algorithms, Computational Biology, Principal Component Analysis, Independent Component Analysis
PARAFAC-based unified tensor modeling for wireless communication systems with application to blind multiuser equalization
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      Engineering, Technology, Signal Processing, Antenna arrays
Fractional factorial design and simplex algorithm for optimizing sequential injection analysis (SIA) and second order calibration
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      Analytical Chemistry, Alternating least squares, Second Order, Response surface
Determination of amoxicillin in pharmaceuticals using sequential injection analysis and multivariate curve resolution
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    •   7  
      Analytical Chemistry, Chemometrics, Principal Component Analysis, Multivariate Analysis
Second-order multivariate calibration procedures applied to high-performance liquid chromatography coupled to fast-scanning fluorescence detection for the determination of fluoroquinolones
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      Engineering, Technology, Fluorescence, Multivariate Analysis
Monitoring alcoholic fermentation by joint use of soft and hard modelling methods
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    •   23  
      Analytical Chemistry, Biotechnology, Biomass, Sample Preparation
Symmetric tensor decomposition
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      Engineering, Algebraic Geometry, Symbolic Computation, Linear Algebra
Starch molecular structure and phosphorylation investigated by a combined chromatographic and chemometric approach
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      Organic Chemistry, Polymorphism, Potato, Alternating least squares
Kinetic analysis of reactions of Si-based epoxy resins by near-infrared spectroscopy, 13C NMR and soft–hard modelling
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    •   15  
      Analytical Chemistry, Kinetics, Nuclear Magnetic Resonance, Silicon
Estimation of Frequency-Selective Block-Fading MIMO Channels Using PARAFAC Modeling and Alternating Least Squares
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      Parameter estimation, Alternating least squares, Space Time, MIMO channel modeling
Generalized structured component analysis
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      Psychology, Applied Mathematics, Higher Order Thinking, Alternating least squares
An Extension of Multiple Correspondence Analysis for Identifying Heterogeneous Subgroups of Respondents
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    •   7  
      Psychology, Applied Mathematics, Categorical data analysis, Alternating least squares
Multivariate Curve Resolution: A Possible Tool in the Detection of Intermediate Structures in Protein Folding
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    •   19  
      Thermodynamics, Protein Folding, Kinetics, Biophysical Chemistry
Application of a novel resolution approach combining soft- and hard-modelling features to investigate temperature-dependent kinetic processes
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    •   12  
      Analytical Chemistry, Data Analysis, Kinetics, Statistical Analysis
Comparison between two different hemichromes of hemoglobins (HbA and HbS) induced by n-dodecyl trimethylammonium bromide: Chemometric study
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      Chemical Engineering, Biomedical Engineering, Alternating least squares, Spectrum
A mixed hard- and soft-modelling approach for the quantitative determination of oxipurines and uric acid in human urine
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      Analytical Chemistry, Data Analysis, Kinetics, Alternating least squares
Tensor decompositions, alternating least squares and other tales
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    •   9  
      Analytical Chemistry, Chemometrics, Decomposition, Algorithm
A perceptual mapping procedure for analysis of proximity data to determine common and unique product-market structures
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      Multidimensional Scaling, Market Structure, Brand Image, Multidisciplinary
PARAFAC and MCR-ALS applied to the quantitative monitoring of the photodegradation process of polycyclic aromatic hydrocarbons using three-dimensional excitation emission fluorescent spectraComparative results with HPLC
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      Analytical Chemistry, Fluorescence Spectroscopy, Multivariate Analysis, Factor analysis