Support Vector Machines

Kernel Antenna Array Processing

Antennas / Signal Processing / Support Vector Machines / Beamforming / Optimization / Antenna arrays / Mean square error / Noise reduction / Space Time / Support vector machine / Kernel / Svm / Antenna Array / Gaussian noise / Signal to Noise Ratio / Electrical And Electronic Engineering / Minimum Mean Square Error / Antenna arrays / Mean square error / Noise reduction / Space Time / Support vector machine / Kernel / Svm / Antenna Array / Gaussian noise / Signal to Noise Ratio / Electrical And Electronic Engineering / Minimum Mean Square Error

PREDICCIÓN DE SERIES TEMPORALES USANDO MÁQUINAS DE VECTORES DE SOPORTE

Mechanical Engineering / Forecasting / Support Vector Machines / Artificial Neural Networks

Non Intrusive Load Monitoring: A Temporal Multi-Label Classification Approach

Machine Learning / Support Vector Machines / Smart Grid / Data Visualization / Smart Metering / Smart Home / Non-intrusive Load Monitoring / Non Intrusive Appliance Load Management / Smart Home / Non-intrusive Load Monitoring / Non Intrusive Appliance Load Management

A comparative study in classification techniques for unsupervised record linkage model

Computer Science / Support Vector Machines / Data Integration / Record Linkage / Bayesian Network

Trace solution paths for svms via parametric quadratic programming

Support Vector Machines / Portfolio Optimization / Piecewise Linear / Support vector machine

Multivoxel Pattern Analysis for fMRI Data: A Review

Applied Mathematics / Biomedical Engineering / Computational Biology / Kinetics / Magnetic Resonance Imaging / Support Vector Machines / Linear models / Brain Mapping / Brain / Humans / Neurons / ROC Curve / Oxygen / Time Factors / Normal Distribution / Area Under Curve / Support Vector Machines / Linear models / Brain Mapping / Brain / Humans / Neurons / ROC Curve / Oxygen / Time Factors / Normal Distribution / Area Under Curve

Multivariate lesion-symptom mapping using support vector regression

Cognitive Science / Algorithms / Aphasia / Support Vector Machines / Multivariate Analysis / Brain Mapping / Stroke / Brain / Humans / Computer Simulation / Female / Feasibility Studies / Male / Regression Analysis / Aged / Middle Aged / Adult / Human Brain Mapping / Sensitivity and Specificity / Neurosciences / Brain Mapping / Stroke / Brain / Humans / Computer Simulation / Female / Feasibility Studies / Male / Regression Analysis / Aged / Middle Aged / Adult / Human Brain Mapping / Sensitivity and Specificity / Neurosciences

Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression

Disaster risk management / Support Vector Machines / Risk assessment / Multi Criteria Decision Making / Landslides / Support Vector Regression / SVMs / Landslide Susceptibility / Landslide Hazard mapping / Multiple criteria decision making (MCDM) / Slope Stability and Landslides / Risk Assessment Modelling / Landslide Susceptibility and Hazard Modeling / Geographic Information Systems (GIS) / Support Vector Regression / SVMs / Landslide Susceptibility / Landslide Hazard mapping / Multiple criteria decision making (MCDM) / Slope Stability and Landslides / Risk Assessment Modelling / Landslide Susceptibility and Hazard Modeling / Geographic Information Systems (GIS)

Steganalysis by Subtractive Pixel Adjacency Matrix

Engineering / Support Vector Machines / Markov Processes / Steganography / Feature Selection / Markov chains / Feature Extraction / First-Order Logic / Support vector machine / LSB / Second Order / Steganalysis / Adjacency Matrix / High Dimensionality / Markov chain / Communication Security / Least Significant Bit / Curse of Dimensionality / Graphical Method / Markov chains / Feature Extraction / First-Order Logic / Support vector machine / LSB / Second Order / Steganalysis / Adjacency Matrix / High Dimensionality / Markov chain / Communication Security / Least Significant Bit / Curse of Dimensionality / Graphical Method

Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme

Artificial Intelligence / Biomedical Engineering / Support Vector Machines / Clinical Practice / Humans / Glioblastoma / Digital Image Analysis / Astrocyte / Support vector machine / ROC Curve / Treatment planning / Astrocytoma / Computer Methods / Computer assisted Diagnosis / Glioblastoma / Digital Image Analysis / Astrocyte / Support vector machine / ROC Curve / Treatment planning / Astrocytoma / Computer Methods / Computer assisted Diagnosis

Hyperparameter design criteria for support vector classifiers

Engineering / Support Vector Machines / Support vector machine / Neurocomputing / Theoretical Framework / Design Criteria / Empirical Method / Design Criteria / Empirical Method

Hyperparameter design criteria for support vector classifiers

Engineering / Support Vector Machines / Support vector machine / Neurocomputing / Theoretical Framework / Design Criteria / Empirical Method / Design Criteria / Empirical Method

Large-scale image database triage via EEG evoked responses

Signal Processing / Pattern Recognition / Support Vector Machines / Brain Computer Interface / Image recognition / Cross Validation / Support vector machine / Human Brain / Image Search / Data Preprocessing / Large Scale / Image Database / Cross Validation / Support vector machine / Human Brain / Image Search / Data Preprocessing / Large Scale / Image Database

A compression approach to support vector model selection

Machine Learning / Data Compression / Support Vector Machines / Statistical Learning Theory / Model Selection / Support vector machine / Minimum description length / Feature Space / Generalization Bounds / Support vector machine / Minimum description length / Feature Space / Generalization Bounds

Abnormal detection using interaction energy potentials

Computational Modeling / Support Vector Machines / Image segmentation / Social behavior / Color / Tracking / User interfaces / Computer Vision and Pattern Recognition / Feature Extraction / Svm / Potential Function / Group Interaction / Social Behavior / Local Features / CVPR / Solid Modeling / Interest points / Tracking / User interfaces / Computer Vision and Pattern Recognition / Feature Extraction / Svm / Potential Function / Group Interaction / Social Behavior / Local Features / CVPR / Solid Modeling / Interest points

Support vector based encoding of distributed energy resources\' feasible load spaces

Support Vector Machines / Power Generation / Support vector machine / Search Space / Virtual Power Plant / Distributed Power Generation

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