Keywords: یادگیری بدون نظارت; Unsupervised learning; Self-adjusting; Statistics; Quantization; Self-organizing map; Artificial neural networks
مقالات ISI یادگیری بدون نظارت (ترجمه نشده)
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Keywords: یادگیری بدون نظارت; Index of bad samples matrix (IBSM); Unsupervised learning; Optimization algorithm (OA); Dynamic choosing artificial neural network (DCANN); Electricity price
Keywords: یادگیری بدون نظارت; Unsupervised learning; Fraud detection; Rare class ranking; Similarity measure; Kernels; Spectral clustering; One-class svm
Keywords: یادگیری بدون نظارت; Ant Colony Optimization; Traffic characterization; Network management; Unsupervised learning; Anomaly detection; Self-organized agents
Keywords: یادگیری بدون نظارت; Wireless sensor networks; Unsupervised learning; Network measurement and analysis; Testbeds and experimental evaluation
Keywords: یادگیری بدون نظارت; Multi-task learning; hierarchical structure; unsupervised learning; structural similarity,;
Keywords: یادگیری بدون نظارت; Degree of multimodality; Unsupervised learning; Principal component analysis; Transportation investments; Simpson's index;
What do Airbnb users care about? An analysis of online review comments
Keywords: یادگیری بدون نظارت; Airbnb; User experience; Unsupervised learning; Big data; Sentiment analysis;
Queuing theory guided intelligent traffic scheduling through video analysis using Dirichlet process mixture model
Keywords: یادگیری بدون نظارت; Traffic intersection management; Signal duration prediction; Dirichlet process; Queuing theory; Unsupervised learning; Visual surveillance;
Sparse autoencoder for unsupervised nucleus detection and representation in histopathology images
Keywords: یادگیری بدون نظارت; Pathology image analysis; Convolutional neural network; Unsupervised learning; Semi-supervised learning;
MTDE: Multi-typed data embedding in heterogeneous networks
Keywords: یادگیری بدون نظارت; Non-Gaussian distribution; Unsupervised learning; Embedding; Heterogeneous networks; Gibbs sampling;
STDP Allows Close-to-Optimal Spatiotemporal Spike Pattern Detection by Single Coincidence Detector Neurons
Keywords: یادگیری بدون نظارت; LTD; Long-Term Depression; LTP; Long-Term Potentiation; LIF; leaky integrate-and-fire; SNR; signal-to-noise ratio; STDP; spike-timing-dependent plasticity; spike-timing-dependent plasticity (STDP); leaky integrate-and-fire neuron; coincidence detection; m
Cross-correlation conditional restricted Boltzmann machines for modeling motion style
Keywords: یادگیری بدون نظارت; CRBM; Deep learning; Temporal dependency; Cross-correlation; Unsupervised learning;
Determination of Imaging Biomarkers to Decipher Disease Trajectories and Differential Diagnosis of Neurodegenerative Diseases (DIsease TreND)
Keywords: یادگیری بدون نظارت; AN; anterior nucleus of thalamus; BD18; Brodmann area 18; BD19; Brodmann area 19; BD23; Brodmann area 23; BD27; Brodmann area 27; BD29; Brodmann area 29; BD30; Brodmann area 30; BD33; Brodmann area 33; CB; caudate body; CL; cerebellar lingual; CoV; culmen
LEICA: Laplacian eigenmaps for group ICA decomposition of fMRI data
Keywords: یادگیری بدون نظارت; fMRI; Unsupervised learning; Laplacian eigenmaps; ICA; Group inference; Functional networks;
Unsupervised intrusion detection through skip-gram models of network behavior
Keywords: یادگیری بدون نظارت; Skip-gram modeling; Neural networks; Anomaly detection; Intrusion detection; Unsupervised learning; Word2vec; Unknown attacks;
UC-LTM: Unidimensional clustering using latent tree models for discrete data
Keywords: یادگیری بدون نظارت; Unidimensional clustering; Latent tree models; Latent class models; Probabilistic graphical models; Unsupervised learning;
A fast and effective partitional clustering algorithm for large categorical datasets using a k-means based approach
Keywords: یادگیری بدون نظارت; Categorical clustering; Pattern recognition; k-means; k-modes; Unsupervised learning; Crime Mining;
GSOA: Growing Self-Organizing Array - Unsupervised learning for the Close-Enough Traveling Salesman Problem and other routing problems
Keywords: یادگیری بدون نظارت; Unsupervised learning; Self-organizing map; TSP; GSOA; Data collection planning;
Unsupervised image segmentation via Stacked Denoising Auto-encoder and hierarchical patch indexing
Keywords: یادگیری بدون نظارت; Image segmentation; Auto-encoders; Unsupervised learning; Hierarchical clustering;
Adaptive kernel density-based anomaly detection for nonlinear systems
Keywords: یادگیری بدون نظارت; Unsupervised learning; Fault detection; Nonlinear systems; Kernel function; Local density;
A convergence theorem and an experimental study of intuitionistic fuzzy c-mean algorithm over machine learning dataset
Keywords: یادگیری بدون نظارت; Fuzzy c-mean (FCM); Data clustering; Intuitionistic fuzzy sets; Unsupervised learning; Distance measure;
GreenSched: An intelligent energy aware scheduling for deadline-and-budget constrained cloud tasks
Keywords: یادگیری بدون نظارت; Forward-only Counter Propagation Network (CPN); Cloud computing; Energy efficiency; Scheduling; Supervised learning; Unsupervised learning;
Non-accidental properties, metric invariance, and encoding by neurons in a model of ventral stream visual object recognition, VisNet
Keywords: یادگیری بدون نظارت; Visual object recognition; Non-accidental properties; Visual coding; Unsupervised learning; Invariant representations; Inferior temporal visual cortex; VisNet; Trace learning rule; Slow learning;
Denoising Autoencoder Self-Organizing Map (DASOM)
Keywords: یادگیری بدون نظارت; Unsupervised learning; Denoising autoencoder; Self-organizing map; Clustering; Visualization;
A new deep belief network based on RBM with glial chains
Keywords: یادگیری بدون نظارت; Deep belief network; Glial chains; Unsupervised learning; Feature extraction; Image classification;
Bayesian distance metric learning for discriminative fuzzy c-means clustering
Keywords: یادگیری بدون نظارت; Distance metric learning; Fuzzy clustering; Unsupervised learning; Probabilistic graphical models; Bayesian inference; Markov chain monte carlo;
NP-hardness and inapproximability of sparse PCA
Keywords: یادگیری بدون نظارت; Combinatorial problems; Variable selection; NP-hard/Inapproximable; Sparsity constraint; Unsupervised learning;
Data Mining Techniques Applied to a Manufacturing SME
Keywords: یادگیری بدون نظارت; Data mining; time-series analyses; Association rules; Unsupervised learning; K-means clustering; Hierarchical clustering and self-organising maps;
Kurtosis and skewness at pixel level as input for SOM networks to iris recognition on mobile devices
Keywords: یادگیری بدون نظارت; Iris recognition; Mobile biometric recognition; Unsupervised learning; Statistical descriptors; 41A05; 41A10; 65D05; 65D17;
UltraSense: A Self-Calibrating Ultrasound-Based Room Occupancy Sensing System
Keywords: یادگیری بدون نظارت; occupancy sensing; ultrasound; unsupervised learning;
An unsupervised 2D point-set registration algorithm for unlabeled feature points: Application to fingerprint matching
Keywords: یادگیری بدون نظارت; Point-set registration; Point pattern matching; Unsupervised learning; Fingerprint; Minutia matching; Linear least squares; 41A05; 41A10; 65D05; 65D17;
Tweet-SCAN: An event discovery technique for geo-located tweets
Keywords: یادگیری بدون نظارت; Twitter; Unsupervised learning; Event discovery; DBSCAN; Probabilistic topic models; Hierarchical Dirichlet Process (HDP);
An enhanced ISODATA algorithm for recognizing multiple electric appliances from the aggregated power consumption dataset
Keywords: یادگیری بدون نظارت; Electrical appliance; Pattern recognition; Clustering; Unsupervised learning; ISODATA;
IEDC: An integrated approach for overlapping and non-overlapping community detection
Keywords: یادگیری بدون نظارت; Community detection; Unsupervised learning; Social networks; Normalized mutual information; Overlapping connectivity structures; Non-overlapping community structures; Network communities;
k-MS: A novel clustering algorithm based on morphological reconstruction
Keywords: یادگیری بدون نظارت; K-Means; Morphological reconstruction; Mathematical morphology; GPU; CUDA; Machine learning; Unsupervised learning; Image segmentation; Noise removal; Clusterization; Clustering; Parallelism;
Supervoxel classification forests for estimating pairwise image correspondences
Keywords: یادگیری بدون نظارت; Random forests; Unsupervised learning; Image correspondences; Supervoxels;
Unsupervised learning of sensor topologies for improving activity recognition in smart environments
Keywords: یادگیری بدون نظارت; Machine learning; Digital signal processing; Smart homes; Activity recognition; Activities of daily life; Unsupervised learning; Meta learning;
Unsupervised feature extraction with autoencoder trees
Keywords: یادگیری بدون نظارت; Unsupervised learning; Decision trees; Autoencoders; 00-01; 99-00;
E-participation Tools in Science and Business Sphere Implementation: The Case of XPIR-Platform for Participation in Education Policy
Keywords: یادگیری بدون نظارت; E-participation; science; education; education policy; unsupervised learning; event detection;
A fast DBSCAN clustering algorithm by accelerating neighbor searching using Groups method
Keywords: یادگیری بدون نظارت; Unsupervised learning; Density based clustering; DBSCAN; Neighborhood graph
Unsupervised Learning of Patterns Using Multilayer Reverberating Configurations of Polychronous Wavefront Computation
Keywords: یادگیری بدون نظارت; polychronous wavefront computation; pattern recognition; multilayer neural networks; spiking neural networks; unsupervised learning;
Multi-agents and learning: Implications for Webusage mining
Keywords: یادگیری بدون نظارت; Recommendation system; Personalized web search; Reinforcement learning; Cooperative learning; Unsupervised learning
Self-organizing maps and Gestalt organization as components of an advanced system for remotely sensed data: An example with thermal hyper-spectra
Keywords: یادگیری بدون نظارت; Hyperspectral data; Thermal spectra; Self-organizing maps; Unsupervised learning; Gestalt grouping;
CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network
Keywords: یادگیری بدون نظارت; Mobile phone; Mobile networks signaling; Multimodal transportation network; HMM; Unsupervised learning; Mobile trajectories mapping; Intelligent transportation systems;
Using unsupervised clustering approach to train the Support Vector Machine for text classification
Keywords: یادگیری بدون نظارت; Unsupervised learning; Classification; Support Vector Machines;
Automatic measure of imitation during social interaction: A behavioral and hyperscanning-EEG benchmark
Keywords: یادگیری بدون نظارت; Imitation; Video indexing; Unsupervised learning; DTW; Hyperscanning,;
EK-NNclus: A clustering procedure based on the evidential K-nearest neighbor rule
Keywords: یادگیری بدون نظارت; Dempster–Shafer theory; Evidence theory; Hopfield neural networks; Unsupervised learning; Credal partition
Full body movements recognition – unsupervised learning approach with heuristic R-GDL method
Keywords: یادگیری بدون نظارت; Gesture recognition; Full body movements recognition; Unsupervised learning; Syntactic classification; Gesture Description Language; Reverse-Gesture Description Language
Expectation propagation learning of a Dirichlet process mixture of Beta-Liouville distributions for proportional data clustering
Keywords: یادگیری بدون نظارت; Unsupervised learning; Expectation propagation; Dirichlet process; Beta-Liouville distribution; Facial expression; Action recognition