Keywords: K نزدیکترین همسایه; Automated; Data mining; K-Nearest Neighbor; On-line; Real-Time
مقالات ISI K نزدیکترین همسایه (ترجمه نشده)
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K-Nearest Neighbor combined with guided filter for hyperspectral image classification
Keywords: K نزدیکترین همسایه; k-nearest neighbor; hyperspectral image classification; guided filter;
A novel intelligent detection method for rolling bearing based on IVMD and instantaneous energy distribution-permutation entropy
Keywords: K نزدیکترین همسایه; Improved variational mode decomposition; Instantaneous energy distribution-permutation entropy; k-nearest neighbor; Rolling bearing; Fault diagnosis;
Indoor positioning system based on BLE location fingerprinting with classification approach
Keywords: K نزدیکترین همسایه; Bluetooth low energy; Location fingerprinting; k-nearest neighbor; Weighted k-nearest neighbor;
Formation of chlorinated haloacetic acids by chlorination of low molecular weight compounds listed on pollutant release and transfer registers (PRTRs)
Keywords: K نزدیکترین همسایه; DBP; disinfection byproduct; THMs; trihalomethanes; HAAs; haloacetic acids; HAAFP; HAA formation potential; MCAA; monochloroacetic acid; DCAA; dichloroacetic acid; TCAA; trichloroacetic acid; NOM; natural organic matter; PRTRs; pollutant release and trans
A nearest neighbor approach for fruit recognition in RGB-D images based on detection of convex surfaces
Keywords: K نزدیکترین همسایه; Shape descriptor; k-nearest neighbor; Fruit recognition; Object detection; RGB-D image;
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
Keywords: K نزدیکترین همسایه; Machinery prognostics; Data acquisition; Health indicator construction; Health stage division; Remaining useful life prediction; CBM; condition based maintenance; RUL; remaining useful life; HI; health indicator; HS; health stage; AI; artificial intellige
Predicting acute contact toxicity of pesticides in honeybees (Apis mellifera) through a k-nearest neighbor model
Keywords: K نزدیکترین همسایه; Pesticides; Honey bees; k-NN; In silico models; Acute contact toxicity; EFSA; European Food Safety Authority; US-EPA; Unites States Environmental Protection Agency; k-NN; K-Nearest Neighbor; LD50; Dose killing half the test organisms after a specified tes
Multi-mode operation of principal component analysis with k-nearest neighbor algorithm to monitor compressors for liquefied natural gas mixed refrigerant processes
Keywords: K نزدیکترین همسایه; Principal component analysis; k-nearest neighbor; Liquefied natural gas; Mixed refrigeration process; Multi-mode operation;
Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2Â s of ECG signals
Keywords: K نزدیکترین همسایه; Congestive heart failure; Electrocardiogram; Dual tree complex wavelet transform; Statistical features; K-nearest neighbor; Decision tree;
AVNM: A Voting based Novel Mathematical Rule for Image Classification
Keywords: K نزدیکترین همسایه; Machine learning; Classification; K-Nearest Neighbor;
Coupling the k-nearest neighbor procedure with the Kalman filter for real-time updating of the hydraulic model in flood forecasting
Keywords: K نزدیکترین همسایه; Kalman filter; K-nearest neighbor; Coupling method; State-transition matrix; Real-time updating
Biometric cattle identification approach based on Weber’s Local Descriptor and AdaBoost classifier
Keywords: K نزدیکترین همسایه; Cattle identification; Weber Local Descriptor (WLD); k-Nearest Neighbor; Fuzzy-k-Nearest Neighbor; Muzzle print images; AdaBoost classifier
Analysis of microarray leukemia data using an efficient MapReduce-based K-nearest-neighbor classifier
Keywords: K نزدیکترین همسایه; Big data; Classification; Hadoop; K-nearest neighbor; MapReduce; Microarray;
Sentiment classification of Roman-Urdu opinions using Naïve Bayesian, Decision Tree and KNN classification techniques
Keywords: K نزدیکترین همسایه; Roman Urdu; Opinion mining; Bag of words; Naïve Bayes; Decision Tree; k-Nearest Neighbor
An efficient regularized K-nearest neighbor based weighted twin support vector regression
Keywords: K نزدیکترین همسایه; Machine learning; Support vector machines; Twin support vector machines; K-nearest neighbor; Newton method; Smoothing techniques;
On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems
Keywords: K نزدیکترین همسایه; k-Nearest Neighbor; Self-training; Positive unlabeled learning; Time series classification; Transductive learning
Application of the rank-based method to DNA methylation for cancer diagnosis
Keywords: K نزدیکترین همسایه; SVM; support vector machine; KNN; k-nearest neighbor; TSP; Top scoring pair; R-pairs; the relative methylation level reversal pairs; FR-pairs; the relative methylation level reversal pairs with frequency; GEO; Gene Expression Omnibus; TCGA; The Cancer Gen
Classification of drug tablets using hyperspectral imaging and wavelength selection with a GAWLS method modified for classification
Keywords: K نزدیکترین همسایه; Hyperspectral imaging; Classification; Tablets; k-Nearest neighbor; Wavelength selection; Variable selection;
Detecting DDoS attacks against data center with correlation analysis
Keywords: K نزدیکترین همسایه; Data center; DDoS; K-nearest neighbor; Correlation
Classification of incomplete data based on belief functions and K-nearest neighbors
Keywords: K نزدیکترین همسایه; Incomplete data; K-nearest neighbor; Belief functions; Evidence fusion; Credal classification
A novel hybrid system for feature selection based on an improved gravitational search algorithm and k-NN method
Keywords: K نزدیکترین همسایه; Feature selection; Binary classification; Gravitational search algorithm; k-nearest neighbor; Leave-one-out cross-validation; Function optimization
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals
Keywords: K نزدیکترین همسایه; K-Nearest Neighbor; Multi-label classification; Prototype Selection; Class proposals
Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC
Keywords: K نزدیکترین همسایه; Magnetic resonance imaging; Multiclass SVM; Kernel SVM; Particle swarm optimization; Time-varying acceleration-coefficient; (D)(F)WT; (discrete) (fast) wavelet transform; (M)(K)SVM; (multiclass) (kernel) support vector machine; 1D/2D/3D-DWT; one/two/three
Hubness-aware kNN classification of high-dimensional data in presence of label noise
Keywords: K نزدیکترین همسایه; Classification; Label noise; K-nearest neighbor; High-dimensional data; Hubness; Neighbor occurrence models
Data-driven method based on particle swarm optimization and k-nearest neighbor regression for estimating capacity of lithium-ion battery
Keywords: K نزدیکترین همسایه; k-Nearest neighbor; Kernel regression; Feature weighting; Particle swarm optimization; Capacity estimation; Lithium-ion battery
KNN-based weighted rough ν-twin support vector machine
Keywords: K نزدیکترین همسایه; TSVM; Rough ν-TSVM; K-nearest neighbor; Weight; Local information
Liver fibrosis staging using CT image texture analysis and soft computing
Keywords: K نزدیکترین همسایه; Liver fibrosis staging; Texture features; Feature selection; k-Nearest neighbor; Support Vector Machines;
Automated pipeline for classifying Aroclors in soil by gas chromatography/mass spectrometry using modulo compressed two-way data objects
Keywords: K نزدیکترین همسایه; PCBs; polychlorinated biphenyls; GC/MS; gas chromatography/mass spectrometry; SPME; solid phase microextraction; FuRES; fuzzy rule-building expert system; PLS-DA; partial least-squares discriminant analysis; FOAM; fuzzy optimal associative memory; RRFs; r
Facing the classification of binary problems with a hybrid system based on quantum-inspired binary gravitational search algorithm and K-NN method
Keywords: K نزدیکترین همسایه; Feature selection; Binary classification; Gravitational search algorithm; Binary gravitational search algorithm; Quantum computing; K-nearest neighbor
Combining classifiers using nearest decision prototypes
Keywords: K نزدیکترین همسایه; Decision prototype; Decision templates; Classifier fusion; K-Nearest neighbor
Missing value estimation for database of aluminophosphate (AlPO) syntheses
Keywords: K نزدیکترین همسایه; Microporous materials; Back-propagation neural network; Singular value decomposition; K-nearest neighbor; Least square
A low-cost screening method for the detection of the carotid artery diseases
Keywords: K نزدیکترین همسایه; Automatic diagnosis; Carotid artery diseases; Doppler signal classification; Artificial neural networks; K-nearest neighbor
A new belief-based K-nearest neighbor classification method
Keywords: K نزدیکترین همسایه; K-nearest neighbor; Data classification; Belief functions; DST; Credal classification
Reducing bioinformatics data dimension with ABC-kNN
Keywords: K نزدیکترین همسایه; Dimension reduction method; Artificial Bee Colony; k-Nearest Neighbor; Classification problems
Class imbalance and the curse of minority hubs
Keywords: K نزدیکترین همسایه; Class imbalance; Class overlap; Classification; k-Nearest neighbor; Hubness; Curse of dimensionality
Multiclass classification of n-butanol concentrations with k-nearest neighbor algorithm and support vector machine in an electronic nose
Keywords: K نزدیکترین همسایه; Electronic nose; k-Nearest neighbor; Support vector machines; Decision tree structure
Discrimination of the geographical origin of Codonopsis pilosula using near infrared diffuse reflection spectroscopy coupled with random forests and k-nearest neighbor methods
Keywords: K نزدیکترین همسایه; Codonopsis pilosula; Near infrared spectroscopy; Random forests; Variable selection; k-Nearest neighbor
Application of classification techniques on development an early-warning system for chronic illnesses
Keywords: K نزدیکترین همسایه; Risk factor; K-nearest neighbor; Linear discriminant analysis; Sequential forward selection; Early-warning criteria;
A hybrid text classification approach with low dependency on parameter by integrating K-nearest neighbor and support vector machine
Keywords: K نزدیکترین همسایه; Text document classification; K-nearest neighbor; Support vector machine; Euclidean distance function
GPS-less indoor construction location sensing
Keywords: K نزدیکترین همسایه; Construction; Indoor location sensing; Passive RFID; GPS-less; RSSI; K-Nearest Neighbor; Classification
Identification of components of Brazilian honey by 1H NMR and classification of its botanical origin by chemometric methods
Keywords: K نزدیکترین همسایه; Honey; 1H nuclear magnetic resonance; K-nearest neighbor; Soft independent modeling of class analogies; Partial least squares - discriminant analysis;
Hepatic Cell-Type Specific Gene Expression Better Predicts HCV Treatment Outcome Than IL28B Genotype
Keywords: K نزدیکترین همسایه; Treatment Outcome; Prognostic Factor; Liver Disease; SVR; AIC; Akaike's information criterion; CART; classification and regression tree; DAA; direct-acting antiviral; DLDA; diagonal linear discriminant analysis; DQDA; diagonal quadratic discriminant analy
Nonparametric multivariate weather generator and an extreme value theory for bandwidth selection
Keywords: K نزدیکترین همسایه; Nonparametric weather generator; Extreme value theory; Bandwidth selection; k-nearest neighbor; Genetic algorithm; Gamma kernel density estimation;
Automated oral cancer identification using histopathological images: A hybrid feature extraction paradigm
Keywords: K نزدیکترین همسایه; OC; oral cancer; OSF; Oral Submucous Fibrosis; OSFWD; OSF without Dysplasia; OSFD; OSF with Dysplasia; MID; mild dysplasia; MOD; moderate dysplasia; SD; severe dysplasia; CIS; carcinoma in situ; ECTI; epithelial-connective tissue interface; HE; haematoxyl
An unsupervised approach to feature discretization and selection
Keywords: K نزدیکترین همسایه; Feature discretization; Feature quantization; Feature selection; Linde–Buzo–Gray algorithm; Sparse data; Support vector machines; Naïve Bayes; k-nearest neighbor
QSAR classification models for the prediction of endocrine disrupting activity of brominated flame retardants
Keywords: K نزدیکترین همسایه; ED; endocrine disrupting; REACH; Registration, Evaluation, Authorization and Restriction of Chemicals; QSAR; quantitative structure-activity relationship; OECD; Organization for Economic Cooperation and Development; BFRs; brominated flame retardants; T4
Gene selection and sample classification on microarray data based on adaptive genetic algorithm/k-nearest neighbor method
Keywords: K نزدیکترین همسایه; Gene selection; Sample classification; Adaptive genetic algorithm; k-Nearest neighbor; Microarray data;
Time series labeling algorithms based on the K-nearest neighbors' frequencies
Keywords: K نزدیکترین همسایه; Time series; Clustering; FCM; K-nearest neighbor; Bispectral index;
Improved binary particle swarm optimization using catfish effect for feature selection
Keywords: K نزدیکترین همسایه; Feature selection; Catfish binary particle swarm optimization; K-nearest neighbor; Leave-one-out cross-validation