Keywords: طبقه بندی نامناسب; Information retrieval; natural language processing; unsupervised classification; supervised classification; support vector machines;
مقالات ISI طبقه بندی نامناسب (ترجمه نشده)
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Keywords: طبقه بندی نامناسب; Unsupervised classification; Object-Oriented analysis; Segment optimization; Landslide mapping; Lake atitlán;
Keywords: طبقه بندی نامناسب; Acoustic emission; Unsupervised classification; Crack tip growth; Fracture mechanics; Equivalent crack length; Wood material;
Keywords: طبقه بندی نامناسب; Wetland; Watershed; Unsupervised classification; Tasselled cap transformation; Anthropogenic activity; Water quality;
Keywords: طبقه بندی نامناسب; Hidden Markov models; Dependent noise; Model selection; Iterative conditional estimation; Copulas; Unsupervised classification; Pearson's system of distributions
Keywords: طبقه بندی نامناسب; Laser-Induced Breakdown Spectroscopy; Unsupervised Classification; Graph Theory; Principal Component Analysis; Visual Analytics;
Keywords: طبقه بندی نامناسب; Health care; Fall detection; Unsupervised classification; Source separation; Mel-frequency cepstral coefficient; One class support vector machine;
Keywords: طبقه بندی نامناسب; Feature selection; High-dimensional data; Multi-objective clustering; Parallel evolutionary algorithms; Speedup models; Unsupervised classification
Keywords: طبقه بندی نامناسب; Thermal defoliation; Unsupervised classification; Multispectral; Normalized difference vegetation index; Cotton
Keywords: طبقه بندی نامناسب; Time-series NDVI; Unsupervised classification; Decision tree; Wetland cover changes; Timing of inundation;
Keywords: طبقه بندی نامناسب; Network algorithm; Unsupervised classification; Malnutrition screening; Protein-energy malnutrition; Malnutrition risk; Characteristic metric; Characteristic profile; Data characterization; Non-linear differential diagnosis;
Keywords: طبقه بندی نامناسب; Wildness class; Unsupervised classification; Zoning; Recreation Opportunity Spectrum; GIS;
Keywords: طبقه بندی نامناسب; Bayesian; Cubera snapper; Mixture models; Somatic growth; Unsupervised classification; von Bertalanffy
Keywords: طبقه بندی نامناسب; Unsupervised classification; Vegetation index; Jenks natural breaks; Hierarchical clustering; Support vector machine; IKONOS imagery
Optimization of K-NN algorithm by clustering and reliability coefficients: application to breast-cancer diagnosis
Keywords: طبقه بندی نامناسب; data mining; cancer diagnosis; supervised classification; unsupervised classification; k-nearest neighbors; k-means; similarity measurement;
A data-driven framework to identify and compare forest structure classes using LiDAR
Keywords: طبقه بندی نامناسب; Random forest; Unsupervised classification; Landscape comparison;
Unsupervised classification of multichannel profile data using PCA: An application to an emission control system
Keywords: طبقه بندی نامناسب; Unsupervised classification; Data clustering; Principal component analysis; Fault diagnosis;
Unsupervised pixel-wise classification for Chaetoceros image segmentation
Keywords: طبقه بندی نامناسب; Image segmentation; Pixel classification; Unsupervised classification; Deep convolutional neural network; Chaetoceros;
Automatic, exploratory mineralogical mapping of CRISM imagery using summary product signatures
Keywords: طبقه بندی نامناسب; Mineralogical mapping; CRISM; Summary products; Unsupervised classification;
An unsupervised two-stage clustering approach for forest structure classification based on X-band InSAR data - A case study in complex temperate forest stands
Keywords: طبقه بندی نامناسب; Forest structure; Unsupervised classification; TanDEM-X; InSAR; Self-Organizing Map (SOM); k-means; Temperate forest;
Defining functioning levels in patients with schizophrenia: A combination of a novel clustering method and brain SPECT analysis
Keywords: طبقه بندی نامناسب; Schizophrenia; Functioning; FROGS; Unsupervised classification; Functional neuroimaging; SPECT;
Shadow detection and removal in RGB VHR images for land use unsupervised classification
Keywords: طبقه بندی نامناسب; Shadow detection; Shadow removal; Unsupervised classification; VHR images; Procrustes methods;
MRF-based segmentation and unsupervised classification for building and road detection in peri-urban areas of high-resolution satellite images
Keywords: طبقه بندی نامناسب; Building/road extraction; Satellite images; Image segmentation; Feature analysis; Random Forest; Unsupervised classification;
Comparison of unsupervised classification methods for brain tumor segmentation using multi-parametric MRI
Keywords: طبقه بندی نامناسب; 1H MRSI; proton magnetic resonance spectroscopic imaging; ADC; apparent diffusion coefficient; Cho; total choline; cMRI; conventional magnetic resonance imaging; Cre; total creatine; DKI; diffusion kurtosis imaging; DSC-MRI; dynamic susceptibility-weighte
An automatic object-based method for optimal thresholding in UAV images: Application for vegetation detection in herbaceous crops
Keywords: طبقه بندی نامناسب; OBIA; Unsupervised classification; Image segmentation; Segmentation parameters; Remote sensing; Unmanned aerial vehicle;
Using an unsupervised approach of Probabilistic Neural Network (PNN) for land use classification from multitemporal satellite images
Keywords: طبقه بندی نامناسب; Unsupervised classification; Probabilistic Neural Network; Ward's method; Cluster validity index; Land use; LANDSAT and SPOT images
Automatic recognition of anuran species based on syllable identification
Keywords: طبقه بندی نامناسب; Bioacoustics; Biological population monitoring; Advertisement call; Unsupervised classification; Fuzzy clustering; Anuran;
Geomorphons — a pattern recognition approach to classification and mapping of landforms
Keywords: طبقه بندی نامناسب; Geomorphological mapping; Landforms; Unsupervised classification; Pattern recognition; DEM
Cluster analysis for two-level data sets: Classifying tree species from individual measurements
Keywords: طبقه بندی نامناسب; Mahalanobis distance; Matrix population model; Unsupervised classification; Tropical forest; Variance criterion;
Speeding-up the kernel k-means clustering method: A prototype based hybrid approach
Keywords: طبقه بندی نامناسب; Unsupervised classification; Kernel k-means clustering method; Leaders clustering method
Semi-automated analysis of high-resolution aerial images to quantify docks in glacial lakes
Keywords: طبقه بندی نامناسب; Aquatic resources; Docks; Object-based image analysis; Shoreline development; Unsupervised classification
SOM ensemble for unsupervised outlier analysis. Application to outlier identification in the Gaia astronomical survey
Keywords: طبقه بندی نامناسب; Ensemble method; Self-Organizing Map; Classification outlier; Knowledge discovery in astronomy; Unsupervised classification; Gaia mission; Spectrophotometry; FFT; Wavelet transform
Unsupervised methods for the classification of hyperspectral images with low spatial resolution
Keywords: طبقه بندی نامناسب; Unsupervised classification; Spatial resolution improvement; Hyperspectral data; Source separation; Spatial regularization
Clustering based on eigenspace transformation – CBEST for efficient classification
Keywords: طبقه بندی نامناسب; Land cover/use mapping; Large dataset; Landsat Thematic Mapper image; K-means; Remote sensing; Unsupervised classification
A hierarchical semantic-based distance for nominal histogram comparison
Keywords: طبقه بندی نامناسب; Histogram distance; Data representation; Nominal histogram; Semantic-based metric; Unsupervised classification; Information retrieval
Monitoring biological crusts in civil engineering structures using intensity data from terrestrial laser scanners
Keywords: طبقه بندی نامناسب; Terrestrial laser scanner; Intensity value; Engineering structures; Concrete; Biological crust; Orthophoto; Unsupervised classification
Imaging and characterization of a carbonate hydrocarbon reservoir analogue using GPR attributes
Keywords: طبقه بندی نامناسب; GPR; Attribute analysis; Fracture mapping; Reservoir analogue; 2D and 3D imaging; Unsupervised classification
Variational Bayes approach for model aggregation in unsupervised classification with Markovian dependency
Keywords: طبقه بندی نامناسب; Model averaging; Variational Bayes inference; Markov chain; Unsupervised classification
Network analysis detects changes in the contralesional hemisphere following stroke
Keywords: طبقه بندی نامناسب; Brain connectivity; Diffusion weighted MRI; Tractography; Network science; Unsupervised classification;
Suitability of spaceborne multispectral data for inter-tidal sediment characterization: A case study
Keywords: طبقه بندی نامناسب; remote sensing; hyperspectral; multispectral; unsupervised classification; mixture of Gaussians; inter-tidal sediments; Molenplaat
Spatiotemporal dynamics of spring and stream water chemistry in a high-mountain area
Keywords: طبقه بندی نامناسب; Tatra Mountains; Basin; Water chemical profile; Unsupervised classification; Self-organizing maps; Rock; Spruce stands;
Land use and land cover classification over a large area in Iran based on single date analysis of satellite imagery
Keywords: طبقه بندی نامناسب; Land use and land cover (LULC) classification; Unsupervised classification; Supervised classification; Normalized Difference Vegetation Index (NDVI); Golestan Dam watershed
Exploratory study for estimating atmospheric low level particle pollution based on vertical integrated optical measurements
Keywords: طبقه بندی نامناسب; Weather types; Unsupervised classification; Aerosols; Atmospheric particulate matter (PM10); Aerosol Optical Thickness (AOT)
Validity index for clusters of different sizes and densities
Keywords: طبقه بندی نامناسب; Clustering; k-Means clustering; Unsupervised classification; Validity index
Some recent developments in cluster analysis
Keywords: طبقه بندی نامناسب; Agglomerative clustering; Divisive clustering; k-Means; Model-based clustering; Time-constrained clustering; Unsupervised classification
Advanced fractal approach for unsupervised classification of SAR images
Keywords: طبقه بندی نامناسب; Fractal dimension; Moran’s I; SAR image classification; Unsupervised classification
A modified Markov clustering approach to unsupervised classification of protein sequences
Keywords: طبقه بندی نامناسب; Markov clustering; Bioinformatics; Protein sequence classification; Unsupervised classification; Sparse matrix
Cluster validity index for estimation of fuzzy clusters of different sizes and densities
Keywords: طبقه بندی نامناسب; Unsupervised classification; Fuzzy clustering; Cluster validity; Fuzzy c-means
Identification and mapping of submerged plants in a shallow lake using quickbird satellite data
Keywords: طبقه بندی نامناسب; High spatial resolution; Lake Mogan; Macrophytes; Remote sensing; Unsupervised classification
Distinguishing blueberry bushes from mixed vegetation land use using high resolution satellite imagery and geospatial techniques
Keywords: طبقه بندی نامناسب; Blueberry; QuickBird; Principal component analysis (PCA); Unsupervised classification; WARD minimum variance; Accuracy assessment