Keywords: کاهش ویژگی; Classification; Feature reduction; Daily activities; Principal component analysis; High frequency; Kinematic data;
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در صورتی که به ترجمه آماده هر یک از مقالات زیر نیاز داشته باشید، می توانید سفارش دهید تا مترجمان با تجربه این مجموعه در اسرع وقت آن را برای شما ترجمه نمایند.
Keywords: کاهش ویژگی; Iris recognition; Local feature; Phase intensive local pattern; Density-based spatial clustering; Feature reduction; DBSCAN; Density-Based Spatial Clustering of Applications with Noise; LDA; Linear Discriminant Analysis; NIR; Near infrared; PCA; Principal
Keywords: کاهش ویژگی; Parkinson's disease; Triaxial accelerometer; Machine learning; Feature reduction; Freezing of gait;
Keywords: کاهش ویژگی; Feature reduction; Intrusion detection; Correlation analysis; Association impact scale;
Keywords: کاهش ویژگی; Breast cancer; Computer aided diagnosis; Feature reduction; Auto-encoder; Multi-objective optimization;
Keywords: کاهش ویژگی; Machine Learning; Time series data; Feature selection; Classification; Object displacement; feature reduction;
Keywords: کاهش ویژگی; First story detection; Latent Dirichlet allocation; Feature reduction; Synonymous; polysemous;
Keywords: کاهش ویژگی; Feature reduction; Fuzzy rough set; Label-specific feature; Multi-label learning; Sample selection
Keywords: کاهش ویژگی; Meta-learning; Meta-model; Simulation; Recommendation system; Algorithm selection; Feature reduction
Keywords: کاهش ویژگی; Building energy consumption; Time series forecasting; Recommendation system; Machine learning; Meta-learning; Feature reduction;
Keywords: کاهش ویژگی; Computer Aided Diagnosis (CAD); Multilevel thresholding; Segmentation; Feature extraction; Feature reduction; Rule generation; Classification; Particle Swarm Optimization (PSO); Variable Precision Rough Sets (VPRS); Histopathology image
Keywords: کاهش ویژگی; Lifting wavelet transform; Support vector machine; Coefficient difference; Feature reduction; Watermarking; Attacks; PCA; Digital image watermarking
Keywords: کاهش ویژگی; Epileptic seizure prediction; Relative spectral power; Feature reduction; Classification
Keywords: کاهش ویژگی; Visually evoked potential; Vision impairment; Feature weighting; Feature reduction; Extreme learning machine; Multi layer neural network
Keywords: کاهش ویژگی; Obstructive sleep apnea; Voice processing; Genetic algorithms; Feature reduction
Keywords: کاهش ویژگی; Affective computing; Physiology; Emotion estimation; Feature reduction; Machine learning
Keywords: کاهش ویژگی; Face detection; Object detection; Feature reduction; Hierarchical classification; Support vector machines
Keywords: کاهش ویژگی; Curvelet moments; Mammography; Feature reduction; Breast cancer diagnosis; Curvelet transform
Prediction of paroxysmal Atrial Fibrillation: A machine learning based approach using combined feature vector and mixture of expert classification on HRV signal
Keywords: کاهش ویژگی; Paroxysmal atrial fibrillation; Heart rate variability; Feature reduction; Local subset feature selection; Mixture of Expert;
A feature reduced intrusion detection system using ANN classifier
Keywords: کاهش ویژگی; Intrusion Detection System (IDS); Feature Ranking; Feature Reduction; ANN;
Fusing highly dimensional energy and connectivity features to identify affective states from EEG signals
Keywords: کاهش ویژگی; EEG; Connectivity features; Energy features; Emotion recognition; Feature reduction; Feature extraction;
Hyperspectral image analysis for rapid and accurate discrimination of bacterial infections: A benchmark study
Keywords: کاهش ویژگی; Hyperspectral imaging; Pattern recognition; Image segmentation; Spectral signature extraction; Feature reduction; Digital microbiology imaging;
EMD-DWT based transform domain feature reduction approach for quantitative multi-class classification of breast lesions
Keywords: کاهش ویژگی; Breast-tumor classification; Quantitative ultrasound; Feature transformation; Feature reduction; Transform domain wrapper/filter; Bi-modal BIRADS;
FCAAIS: Anomaly based network intrusion detection through feature correlation analysis and association impact scale
Keywords: کاهش ویژگی; Intrusion detection; Feature reduction; Correlation analysis; Association impact scale;
Feature space discriminant analysis for hyperspectral data feature reduction
Keywords: کاهش ویژگی; Hyperspectral image; Feature space; Feature reduction; Discriminant analysis; Classification; Small sample size;
L1-norm latent SVM for compact features in object detection
Keywords: کاهش ویژگی; Object detection; Feature reduction; Sparse; L1 optimization; Stochastic gradient descent; Cascade
Emotional state classification from EEG data using machine learning approach
Keywords: کاهش ویژگی; Emotion classification; Electroencephalograph; Brain–computer interface; Feature reduction; Support vector machine; Manifold learning
Optimal set of EEG features for emotional state classification and trajectory visualization in Parkinson's disease
Keywords: کاهش ویژگی; Electroencephalogram; Emotion classification; Feature reduction; Manifold learning; Parkinson's disease
ECG arrhythmia classification using a probabilistic neural network with a feature reduction method
Keywords: کاهش ویژگی; Arrhythmia classification; Feature reduction; Principal component analysis; Linear discriminant analysis; Probabilistic neural networks
LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease
Keywords: کاهش ویژگی; Alzheimer’s disease; Classification; MRI segmentation; Self-Organizing Maps; Feature reduction; Learning Vector Quantization
Towards better understanding of feature-selection or reduction techniques for Quantitative Structure–Activity Relationship models
Keywords: کاهش ویژگی; Aldose-reductase inhibitor; Biological activity; Biological property; Feature reduction; Feature selection; Molecular descriptor; Multiple Linear Regression (MLR); Partial Least Squares (PLS); Quantitative Structure–Activity Relationship (QSAR); Rho kinas
An efficient intrusion detection system based on support vector machines and gradually feature removal method
Keywords: کاهش ویژگی; Intrusion detection; Support vector machine; Feature reduction
Assessment of hyperspectral MIVIS sensor capability for heterogeneous landscape classification
Keywords: کاهش ویژگی; Hyperspectral; MIVIS; Classification; Feature reduction; Complex land covers/uses
A genetic reduction of feature space in the design of fuzzy models
Keywords: کاهش ویژگی; Fuzzy models; Feature reduction; Genetic algorithm; Fuzzy clustering
Efficient forest fire occurrence prediction for developing countries using two weather parameters
Keywords: کاهش ویژگی; Forest fire occurrence prediction; Support vector machines; Artificial neural networks; Feature Reduction; Weather data
Feature extraction for novelty detection as applied to fault detection in machinery
Keywords: کاهش ویژگی; Novelty detection; One class classification; Feature selection; Feature reduction
Identification of Voice Disorders Using Long-Time Features and Support Vector Machine With Different Feature Reduction Methods
Keywords: کاهش ویژگی; Voice disorder identification; Feature reduction; Support vector machine; Linear discriminant analysis; Individual feature selection
Scalable approach for effective control of gene regulatory networks
Keywords: کاهش ویژگی; Gene regulatory networks; Control policy; Scalability technique; Feature reduction; Probabilistic Boolean networks; Markov decision problems
Comparative study on classifying human activities with miniature inertial and magnetic sensors
Keywords: کاهش ویژگی; Inertial sensors; Gyroscope; Accelerometer; Magnetometer; Activity recognition and classification; Feature extraction; Feature reduction; Bayesian decision making; Rule-based algorithm; Decision tree; Least-squares method; k-Nearest neighbor; Dynamic time
Feature selection techniques for maximum entropy based biomedical named entity recognition
Keywords: کاهش ویژگی; Biomedical named entity recognition; Feature selection; Feature reduction; Maximum entropy classifier; Machine learning
MaZda—A software package for image texture analysis
Keywords: کاهش ویژگی; Texture analysis; Feature reduction; Data classification; Image segmentation
A novel condensing tree structure for rough set feature selection
Keywords: کاهش ویژگی; Rough set; Discernibility matrix; Feature reduction; C-Tree
An expert system based on linear discriminant analysis and adaptive neuro-fuzzy inference system to diagnosis heart valve diseases
Keywords: کاهش ویژگی; Doppler heart sounds; Heart valves; Feature extraction; Wavelet decomposition; Feature reduction; Adaptive neuro-fuzzy inference system
Fuzzy similarity-based rough set method for case-based reasoning and its application in tool selection
Keywords: کاهش ویژگی; Case-based reasoning; Tool selection; Feature weighting; Feature reduction; Fuzzy similarity-based rough set
Adaptive training of a kernel-based nonlinear discriminator
Keywords: کاهش ویژگی; Pattern recognition; Kernel-based nonlinear discriminator (KND); Incremental learning; Feature reduction; Handwritten digit recognition
Improved feature reduction in input and feature spaces
Keywords: کاهش ویژگی; Feature reduction; Feature ranking; Support vector machine; Object detection;
Feature deduction and ensemble design of intrusion detection systems
Keywords: کاهش ویژگی; Hybrid intelligent system; Feature reduction; Intrusion detection; Ensemble design; Bayesian network; Markov blanket; Decision trees;