MODIStsp: An R package for automatic preprocessing of MODIS Land Products time series
Keywords: پیش پردازش; MODIS; R; Time series; Preprocessing;
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Weaving Schauder frames
Keywords: پیش پردازش; primary, 46B20; secondary, 42C15Schauder frames; Preprocessing; Distributed processing; Perturbations
Preprocessing and tightening methods for time-indexed MIP chemical production scheduling models
Keywords: پیش پردازش; Constraint propagation; Strong valid inequalities; Preprocessing
ECG-based heartbeat classification for arrhythmia detection: A survey
Keywords: پیش پردازش; ECG-based signal processing; Heartbeat classification; Preprocessing; Heartbeat segmentation; Feature extraction; Learning algorithms;
Denoising of multichannel MCG data by the combination of EEMD and ICA and its effect on the pseudo current density maps
Keywords: پیش پردازش; Preprocessing; Empirical mode decomposition; Intrinsic mode functions; Wavelet-independent component analysis; Magnetic field map; Pseudo current density map;
A priori-knowledge/actor-critic reinforcement learning architecture for computing the mean–variance customer portfolio: The case of bank marketing campaigns
Keywords: پیش پردازش; Reinforcement learning; Preprocessing; Actor-critic; Mean–variance customer portfolio; Markov chains
Optimization of rs-fMRI Pre-processing for Enhanced Signal-Noise Separation, Test-Retest Reliability, and Group Discrimination
Keywords: پیش پردازش; Resting-state; Preprocessing; Reliability; Noise; Temporal filter; Global signal;
Computational NeuroscienceSignal-to-noise ratio of the MEG signal after preprocessing
Keywords: پیش پردازش; Magnetoencefalography (MEG); Artifact; Preprocessing; Noise-reduction; Signal-to-noise ratio;
CPU/GPU near real-time preprocessing for ZY-3 satellite images: Relative radiometric correction, MTF compensation, and geocorrection
Keywords: پیش پردازش; ZY-3 image; Preprocessing; CPU/GPU; Optimization; Workload distribution;
Near-infrared hyperspectral imaging in tandem with partial least squares regression and genetic algorithm for non-destructive determination and visualization of Pseudomonas loads in chicken fillets
Keywords: پیش پردازش; Chemometrics; Preprocessing; Chemical imaging; Chicken breast fillets; Bacterial pathogen; Spoilage; Prediction map; Standard normal variate (SNV);
The nuisance of nuisance regression: Spectral misspecification in a common approach to resting-state fMRI preprocessing reintroduces noise and obscures functional connectivity
Keywords: پیش پردازش; Resting-state fMRI; Bandpass filtering; Nuisance regression; Artifacts; Preprocessing;
Modification and separation of oil sand with ultrasonic wave and analysis of its products
Keywords: پیش پردازش; Oil sand; Ultrasonic wave; Flotation; Preprocessing
A linear vertex kernel for maximum internal spanning tree
Keywords: پیش پردازش; Algorithm; Crown decomposition; Kernelization; Parameterized complexity; Preprocessing
Feasibility of parallel algorithms and graphics processing unit acceleration in chemical imaging
Keywords: پیش پردازش; Chemical imaging; Graphics processing units; Multivariate calibration; NIR spectral imaging; Parallel computation; Preprocessing
A comparison of clustering-based privacy-preserving collaborative filtering schemes
Keywords: پیش پردازش; Privacy; Collaborative filtering; Accuracy; Profiling; Preprocessing; Clustering
Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches
Keywords: پیش پردازش; Imbalanced data-sets; Multi-classification; Pairwise learning; Preprocessing; Cost-sensitive learning
GPU-acceleration of stiffness matrix calculation and efficient initialization of EFG meshless methods
Keywords: پیش پردازش; Meshless methods; Element free Galerkin (EFG); Preprocessing; Stiffness matrix assembly; Parallel computing; GPU acceleration
Enhancing learning algorithms to support data with short sequence features by automated feature discovery
Keywords: پیش پردازش; Feature discovery; Preprocessing; Sequential data; Feature construction; Feature selection; Short sequence
Warping methods for spectroscopic and chromatographic signal alignment: A tutorial
Keywords: پیش پردازش; Warping methods; Alignment; Preprocessing; Reference selection
A new discretization algorithm based on range coefficient of dispersion and skewness for neural networks classifier
Keywords: پیش پردازش; Supervised discretization; Classification; Data mining; Conjugate gradient training algorithm; Multilayer feedforward neural network; Preprocessing
Coloring large graphs based on independent set extraction
Keywords: پیش پردازش; Graph coloring; Independent set; Preprocessing; Tabu search; Memetic search;
Extended multiplicative signal correction in vibrational spectroscopy, a tutorial
Keywords: پیش پردازش; Extended multiplicative signal correction; Preprocessing; Vibrational spectroscopy; Polynomial extensions; Chemical interference; Physical interference
Pretreatments by means of orthogonal projections
Keywords: پیش پردازش; Orthogonal projection; Pretreatment; Preprocessing; Subspace; Linear model
Preprocessing of electrophoretic images in 2-DE analysis
Keywords: پیش پردازش; Image analysis; Preprocessing; 2-DE; Electrophoresis
Insights into information contained in multiplicative scatter correction parameters and the potential for estimating particle size from these parameters
Keywords: پیش پردازش; Multiplicative scatter correction; Light scattering; Particle size estimation; Extended multiplicative scatter correction; Near infrared spectroscopy; Preprocessing
Alignment and clustering strategies for GC×GC–MS features using a cylindrical mapping
Keywords: پیش پردازش; GC×GC–MS; Preprocessing; Warping; Clustering; Feature extraction; Algorithm
NMR and pattern recognition methods in metabolomics: From data acquisition to biomarker discovery: A review
Keywords: پیش پردازش; Metabolomics; NMR; Pattern recognition; Preprocessing; Biomarker discovery; Multiple Sclerosis
Solving shortest path problems with a weight constraint and replenishment arcs
Keywords: پیش پردازش; Resource constraints; Shortest paths; Preprocessing; Replenishment; Labeling algorithms;
Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics
Keywords: پیش پردازش; Classification; Imbalanced datasets; Preprocessing; Cost-sensitive learning; Class overlap; Dataset shift
Near-infrared spectra combined with partial least squares for pH determination of toothpaste of different brands
Keywords: پیش پردازش; Toothpaste; NIR spectroscopy; Partial least squares; Preprocessing; pH value
fMRI of the brainstem using dual-echo EPI
Keywords: پیش پردازش; Brainstem; fMRI; Preprocessing; Normalization; Cardiac gating; Dual-echo EPI;
Data mining and preprocessing application on component reports of an airline company in Turkey
Keywords: پیش پردازش; Data mining; Preprocessing; Rough sets; Find laws;
Comparability problems in the analysis of multiway data
Keywords: پیش پردازش; Multiway data; Comparability; Conditionality; Measurement level; Preprocessing; Offset terms; Optimal scaling; Shifted factor analysis
Reduction approaches for robust shortest path problems
Keywords: پیش پردازش; Minimax regret optimization; Robust optimization; Shortest path problem; Interval data; Preprocessing; Pegging test;
Edge and line oriented contour detection: State of the art
Keywords: پیش پردازش; Contour detection; Preprocessing; Local pattern analysis; Contour salience; Gestalt grouping; Closure; Scale–space; Performance evaluation
Evaluation of preprocessing steps to compensate for magnetic field distortions due to body movements in BOLD fMRI
Keywords: پیش پردازش; Functional magnetic resonance imaging; Echo-planar imaging; Preprocessing; Geometric distortions; Body movements; Navigator correction; Phase regression; Spatial smoothing
Group specific optimisation of fMRI processing steps for child and adult data
Keywords: پیش پردازش; fMRI; Child; Adult; Preprocessing; Motion parameter regression; Motion correction;
icoshift: A versatile tool for the rapid alignment of 1D NMR spectra
Keywords: پیش پردازش; Preprocessing; NMR; Alignment; Metabonomics; Chemometrics; Algorithm;
Using Human Visual System modeling for bio-inspired low level image processing
Keywords: پیش پردازش; Retina model; V1 cortex model; Low level image processing; Real-time processing; Contour analysis; Motion analysis; Preprocessing; Texture and structure enhancement; Local adaptation
An integrated fuzzy regression algorithm for energy consumption estimation with non-stationary data: A case study of Iran
Keywords: پیش پردازش; Fuzzy regression; Forecasting; Preprocessing; Time series; Electricity consumption; Post processing; Auto correlation function
Prostate cancer biomarker discovery using high performance mass spectral serum profiling
Keywords: پیش پردازش; Biomarker; Mass spectrometry; Preprocessing; Feature selection
A search space reduction methodology for data mining in large databases
Keywords: پیش پردازش; Large databases; Sampling; Space reduction; Preprocessing; Clustering; Instance selection; Data mining
Novel script line identification method for script normalization and feature extraction in on-line handwritten whiteboard note recognition
Keywords: پیش پردازش; On-line handwriting recognition; Whiteboard note recognition; Line-member; Script line identification; Preprocessing; Script normalization
Non-planar core reduction of graphs
Keywords: پیش پردازش; Preprocessing; Graph reduction; Crossing number; Skewness; Coarseness; Thickness
Prétraitements et méthodes de séparation de sources pour l’analyse des spectres Raman issus d’échantillons biologiques
Keywords: پیش پردازش; Déparaffinage numérique; Positivité; Prétraitements; Séparation de sources; Spectroscopie RamanNumerical dewaxing; Positivity; Preprocessing; Raman spectroscopy; Source separation
A method to detect and correct single-band missing pixels in Landsat TM and ETM+ data
Keywords: پیش پردازش; Landsat; Single-band errors; Single event upsets; Artifacts; Edge filter; Preprocessing; Digital change detection
Improvement of microcalcification cluster detection in mammography utilizing image enhancement techniques
Keywords: پیش پردازش; Mammography image enhancement; Preprocessing; Microcalcification detection; CAD
Comparison of two multiplicative signal correction strategies for calibration transfer without standards
Keywords: پیش پردازش; Fuel; JP-5; JP-8; PLS; Chemometrics; Preprocessing; Near infrared spectroscopy; NIR
Improved estimation of electricity demand function by integration of fuzzy system and data mining approach
Keywords: پیش پردازش; Fuzzy system; Data mining; Forecasting; Preprocessing; Time series; Electricity consumption
A preliminary study on various implementation approaches of domain-specific language
Keywords: پیش پردازش; Domain-specific languages; Embedded approach; Preprocessing; Compiler/interpreter; Compiler/interpreter generator; Extensible compiler/interpreter; Commercial-Off-The-Shelf