Feature selection based on the center of gravity of BSWFMs using NEWFM
Keywords: انتخاب ویژگی; Feature selection; Euclidean distance; Fuzzy neural networks; Center of gravity
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A sparse fuzzy c-means algorithm based on sparse clustering framework
Keywords: انتخاب ویژگی; Sparse clustering; Feature selection; High dimensional data; Gene expression
Feature selection based on closed frequent itemset mining: A case study on SAGE data classification
Keywords: انتخاب ویژگی; Closed frequent itemset mining; Feature selection; Serial analysis of gene expression; Extreme learning machine; Support vector machine; Classification
Efficient Lasso training from a geometrical perspective
Keywords: انتخاب ویژگی; Lasso; Reduction; Feature selection; Large scale problem
Sequential random k-nearest neighbor feature selection for high-dimensional data
Keywords: انتخاب ویژگی; Feature selection; High dimensionality; Ensemble; Wrapper; Random forest; k-NN
A Hamming distance based binary particle swarm optimization (HDBPSO) algorithm for high dimensional feature selection, classification and validation
Keywords: انتخاب ویژگی; Feature selection; Hamming distance; High dimensional data; Binary particle swarm optimization; Classification; Stability indices
Prediction of recombinant protein overexpression in Escherichia coli using a machine learning based model (RPOLP)
Keywords: انتخاب ویژگی; Protein overexpression level; E. coli; Prediction; Feature selection; Machine learning; Recombinant protein;
Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes
Keywords: انتخاب ویژگی; Text mining; Feature selection; Elastic net; ICU; Risk stratification; Machine learning;
Optimizing computational feature sets for subthalamic nucleus localization in DBS surgery with feature selection
Keywords: انتخاب ویژگی; Deep brain stimulation; Microelectrode recording; Intraoperative neurophysiology; Signal processing; Feature selection; Machine learning
A prototype on-line AOTF hyperspectral image acquisition system for tenderness assessment of beef carcasses
Keywords: انتخاب ویژگی; Beef grading; Acousto-optic tunable filter; Discriminant model; Textural features; Feature selection; Principal component analysis
PMU based voltage security assessment of power systems exploiting principal component analysis and decision trees
Keywords: انتخاب ویژگی; Voltage security assessment; Principal component analysis (PCA); Feature selection; Decision tree (DT); N-1 contingency;
Generalized Pairwise Correlation and method comparison: Impact assessment for JAR attributes on overall liking
Keywords: انتخاب ویژگی; Generalized Pairwise Correlation; Just-About-Right data analysis; Penalty analysis; Product optimization; Feature selection; Software;
Non-invasive prediction of hemoglobin level using machine learning techniques with the PPG signal's characteristics features
Keywords: انتخاب ویژگی; Photoplethysmography (PPG); Hemoglobin (Hb); Feature extraction; Regression models; Feature selection; Prediction;
Saliency-based keypoint selection for fast object detection and matching
Keywords: انتخاب ویژگی; Feature selection; Local descriptors; Fast keypoint detection; Keypoints saliency; Augmented reality;
Investigating the effect of fixing the subset length on the performance of ant colony optimization for feature selection for supervised learning
Keywords: انتخاب ویژگی; Ant colony optimization; Feature selection; Subset problems; Supervised learning
l2,1 Norm regularized fisher criterion for optimal feature selection
Keywords: انتخاب ویژگی; Feature selection; Fisher criterion; l2,1l2,1 Norm; Sparsity
An advanced ACO algorithm for feature subset selection
Keywords: انتخاب ویژگی; Feature selection; Wrapper; Ant colony optimization (ACO); Binary ACO; Classification
EasyMKL: a scalable multiple kernel learning algorithm
Keywords: انتخاب ویژگی; Multiple kernel learning; Kernel methods; Feature selection; Feature learning;
mRMR-based feature selection for classification of cotton foreign matter using hyperspectral imaging
Keywords: انتخاب ویژگی; Cotton foreign matter; Hyperspectral imaging; Feature selection; Classification;
Grassland habitat mapping by intra-annual time series analysis - Comparison of RapidEye and TerraSAR-X satellite data
Keywords: انتخاب ویژگی; Natura 2000; Semi-natural grassland habitats; RapidEye; TerraSAR-X; Time series; Feature selection;
Computational NeuroscienceImproved sparse decomposition based on a smoothed L0 norm using a Laplacian kernel to select features from fMRI data
Keywords: انتخاب ویژگی; fMRI; Feature selection; Sparse representation; Decoding;
A biological mechanism for Bayesian feature selection: Weight decay and raising the LASSO
Keywords: انتخاب ویژگی; Feature selection; Weight decay; Bayesian prior; Online learning; LASSO; Regularization
Human breath-print identification by E-nose, using information-theoretic feature selection prior to classification
Keywords: انتخاب ویژگی; Classification; Electronic nose; Feature selection; Machine learning; Metabolic phenotype; Mutual information;
Hybridizing Extreme Learning Machines and Genetic Algorithms to select acoustic features in vehicle classification applications
Keywords: انتخاب ویژگی; Vehicle classification; Feature selection; Genetic Algorithm; Extreme learning machine
Kernel Penalized K-means: A feature selection method based on Kernel K-means
Keywords: انتخاب ویژگی; Feature selection; Kernel K-means; Clustering;
Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection
Keywords: انتخاب ویژگی; Stock prediction; Unbalanced data; Feature selection; Borsa Istanbul; BIST;
Pattern classification to optimize the performance of Transcranial Doppler Ultrasonography-based brain machine interface
Keywords: انتخاب ویژگی; Transcranial Doppler (TCD) Ultrasonography; Brain-computer interface (BCI); Linear discriminant analysis (LDA); Bayesian classifier; Feature selection;
Regions-of-interest based automated diagnosis of Parkinson’s disease using T1-weighted MRI
Keywords: انتخاب ویژگی; Parkinson’s disease; Feature extraction; Feature selection; Magnetic resonance imaging; Computer-aided diagnosis; Region-of-interest
Multi-label feature selection based on max-dependency and min-redundancy
Keywords: انتخاب ویژگی; Feature selection; Multi-label learning; Mutual information; Max-dependency and min-redundancy
Discriminative cost sensitive Laplacian score for face recognition
Keywords: انتخاب ویژگی; Cost sensitive learning; Feature selection; Face recognition; Laplacian score
Relative discrimination criterion – A novel feature ranking method for text data
Keywords: انتخاب ویژگی; Text classification; Feature selection; Document frequency; Term count; True positive rate; False positive rate
Genetic Bee Colony (GBC) algorithm: A new gene selection method for microarray cancer classification
Keywords: انتخاب ویژگی; Microarray; Gene selection; Feature selection; Cancer classification; Gene expression profile; Filter method; Artificial Bee Colony; ABC; MRMR
Detection of abnormalities in lumbar discs from clinical lumbar MRI with hybrid models
Keywords: انتخاب ویژگی; Lumbar disc abnormality; Lumbar MRI; Lumbar spine; Hybrid models; Hybrid features; Feature selection;
Efficiency evaluation of analog/RF alternate test: Comparative study of indirect measurement selection strategies
Keywords: انتخاب ویژگی; Indirect testing; Alternate testing; Low-cost measurements; Feature selection; Test efficiency; Specifications; Analog and RF integrated circuits
Pattern Matching based Classification using Ant Colony Optimization based Feature Selection
Keywords: انتخاب ویژگی; Classification; Pattern matching; Feature selection; Ant Colony Optimization
Combining face averageness and symmetry for 3D-based gender classification
Keywords: انتخاب ویژگی; 3D Face; Gender classification; Face averageness; Face symmetry; Dense scalar field; Feature selection; Random Forest
Frequential versus spatial colour textons for breast TMA classification
Keywords: انتخاب ویژگی; TMA (tissue microarray); Texton maps; Colour models; Digital pathology; Feature selection; Automatic classification; Image texture analysis
l0-norm based structural sparse least square regression for feature selection
Keywords: انتخاب ویژگی; Structural sparse learning; l0-norm; Least square regression; Feature selection; Adaptive greedy algorithm;
Stable feature selection for clinical prediction: Exploiting ICD tree structure using Tree-Lasso
Keywords: انتخاب ویژگی; Feature selection; Lasso; Tree-Lasso; Feature stability; Classification;
Multiclass feature learning for hyperspectral image classification: Sparse and hierarchical solutions
Keywords: انتخاب ویژگی; Hyperspectral imaging; Active set; Feature selection; Multimodal; Hierarchical feature extraction; Deep learning
Mapping microarray gene expression data into dissimilarity spaces for tumor classification
Keywords: انتخاب ویژگی; Gene expression; Dissimilarity space; Feature selection; Classification
Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context
Keywords: انتخاب ویژگی; Multi-label learning; ReliefF algorithm; Feature weighting; Feature selection; Multi-label classification; Label ranking;
Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects
Keywords: انتخاب ویژگی; Low density separation; Mild cognitive impairment; Feature selection; Support vector machine; Magnetic resonance imaging; Classification; Semi-supervised learning; Alzheimer's disease; ADNI; Early diagnosis;
Simultaneous high-dimensional clustering and feature selection using asymmetric Gaussian mixture models
Keywords: انتخاب ویژگی; Asymmetric Gaussian distribution; Mixture modeling; Expectation-maximization (EM); Rival penalized EM (RPEM); Feature selection; Model selection; Minimum message length (MML); Scene categorization; Facial expression recognition
Detection of temporal lobe epilepsy using support vector machines in multi-parametric quantitative MR imaging
Keywords: انتخاب ویژگی; MRI; DESPOT; DTI; FA; MD; Quantitative imaging; Feature selection; MRMR; ANOVA; Support vector machines; Machine learning; SVM; ROI; PCA; TLE; Epilepsy
A novel hybrid system for feature selection based on an improved gravitational search algorithm and k-NN method
Keywords: انتخاب ویژگی; Feature selection; Binary classification; Gravitational search algorithm; k-nearest neighbor; Leave-one-out cross-validation; Function optimization
An integrated PSO for parameter determination and feature selection of ELM and its application in classification of power system disturbances
Keywords: انتخاب ویژگی; Wavelet transforms; Feature selection; Particle swarm optimization; Extreme learning machine
A binary ABC algorithm based on advanced similarity scheme for feature selection
Keywords: انتخاب ویژگی; Feature selection; Artificial bee colony; Particle swarm optimization; Classification
Sparse semi-supervised support vector machines by DC programming and DCA
Keywords: انتخاب ویژگی; Semi-supervised SVM; Feature selection; Non-convex optimization; DC approximation; Exact penalty; DC programming and DCA
Towards scalable fuzzy–rough feature selection
Keywords: انتخاب ویژگی; Fuzzy–rough sets; Feature selection; Nearest neighbors; Feature grouping