High Dimensionality

Compressed and Privacy-Sensitive Sparse Regression

Compressed Sensing / Linear Model / Mutual Information / High Dimensionality / Upper Bound / Signal Reconstruction / Electrical And Electronic Engineering / Regularized least squares / Linear Transformation / Signal Reconstruction / Electrical And Electronic Engineering / Regularized least squares / Linear Transformation

Differential privacy with compression

Principal Component Analysis / Statistical machine learning / Statistical Learning / Database Management Systems / Data Privacy / Regression Analysis / High Dimensionality / Synthetic Data Generation / Affine Transformation / Regression Analysis / High Dimensionality / Synthetic Data Generation / Affine Transformation

Test for low-dimensional determinism in electroencephalograms

Algorithms / Signal Processing / Time Series / Electroencephalography / Humans / Noise reduction / Electroencephalogram / Phase Space / Time Factors / Reproducibility of Results / High Dimensionality / Noise reduction / Electroencephalogram / Phase Space / Time Factors / Reproducibility of Results / High Dimensionality

Elitistic Evolution: a Novel Micro-Population Approach for global optimization problems

Evolutionary Computation / Differential Evolution / Optimization Problem / Adaptive behavior / Global Optimization / Evolutionary Computing / Evolutionary Algorithm / High Dimensionality / Covariance Matrix / Evolutionary Computing / Evolutionary Algorithm / High Dimensionality / Covariance Matrix

A Data Pre-processing Method to Increase Efficiency and Accuracy in Data Mining

Artificial Intelligence / Technology / Data Mining / Breast Cancer / Dimension Reduction / Data Reduction / Cross Validation / Prediction Model / Canonical Correlation Analysis / High Dimensionality / Missing Values / Expectation Maximization (EM) Algorithm / Data Reduction / Cross Validation / Prediction Model / Canonical Correlation Analysis / High Dimensionality / Missing Values / Expectation Maximization (EM) Algorithm

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

High-dimensional pseudo-logistic regression and classification with applications to gene expression data

Econometrics / Statistics / Gene expression / Logistic Regression / Binary Classification / High Dimensional Data / Support vector machine / Sample Size / High Dimensionality / Tagucghi Loss Function / Classification Accuracy / Computational Statistics and Data Analysis / Gene Expression Data / High Dimensional Data / Support vector machine / Sample Size / High Dimensionality / Tagucghi Loss Function / Classification Accuracy / Computational Statistics and Data Analysis / Gene Expression Data

A novel approach to phylogenetic trees: d -Dimensional geometric Steiner trees

Applied Mathematics / Multidimensional Scaling / Networks / Phylogenetic Tree / Numerical Analysis and Computational Mathematics / High Dimensionality

Compressive Fresnel Holography

Optics / Medical Imaging / Fiber Optics / Digital Holography / Telecommunications / Compressed Sensing / Photonics / Society / Image Reconstruction / Holography / Optical / Light / Display Technology / High Dimensionality / Compressed Sensing / Photonics / Society / Image Reconstruction / Holography / Optical / Light / Display Technology / High Dimensionality

Water reservoir control under economic, social and environmental constraints

Management / Engineering / Power Systems / Control Theory / Design Management / Modeling / Neural Network / Nonlinear Control / Stochastic Control / Mathematical Sciences / Automatica / Greenhouse Gas Emissions / Dynamical System / Water Use / High Dimensionality / Multiobjective Optimisation Problem / Non Linear Control / Modeling / Neural Network / Nonlinear Control / Stochastic Control / Mathematical Sciences / Automatica / Greenhouse Gas Emissions / Dynamical System / Water Use / High Dimensionality / Multiobjective Optimisation Problem / Non Linear Control

Analyse discriminante de haute dimension

Discriminant Analysis / High Dimensional Data / High Dimensionality

Analyse Discriminante de Haute Dimension

Discriminant Analysis / High Dimensional Data / High Dimensionality

Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering

Machine Learning / Time Series / Subspace Clustering / Time Series Data / Electroencephalogram / High Dimensionality / K Means / High Dimensionality / K Means

Exact dynamic programming for decentralized POMDPs with lossless policy compression

Probability Distribution & Applications / State Space / Scaling up / High Dimensionality / Dynamic Programming Algorithm

A sparse nearest mean classifier for high dimensional multi-class problems

Cognitive Science / Support vector machine / Production Process / High Dimensionality / Electrical And Electronic Engineering / Curse of Dimensionality

LESS: a model-based classifier for sparse subspaces

Information Systems / Algorithms / Artificial Intelligence / Ridge Regression / Computer Simulation / Cluster Analysis / High Dimensional Data / Support vector machine / Information Storage and Retrieval / Data Model / High Dimensionality / Electrical And Electronic Engineering / Classification Accuracy / Feature Subset Selection / Cluster Analysis / High Dimensional Data / Support vector machine / Information Storage and Retrieval / Data Model / High Dimensionality / Electrical And Electronic Engineering / Classification Accuracy / Feature Subset Selection

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