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Sparse Feature and Element Selection in High-Dimensional Vector Autoregressive Models
Sparse Feature and Element Selection in High-Dimensional Vector Autoregressive Models
Class of Mixed-Distribution Models with Applications in Financial Data Analysis
Class of Mixed-Distribution Models with Applications in Financial Data Analysis
Structure Modeling for Natural Language Processing
Structure Modeling for Natural Language Processing
Application of Deep Learning in Text Mining and Computational Structural Biology
Application of Deep Learning in Text Mining and Computational Structural Biology
From Songs to Synapses, Ion Channels and Mathematical Modeling
From Songs to Synapses, Ion Channels and Mathematical Modeling
Structural Data Analysis in Bioinformatics
Structural Data Analysis in Bioinformatics
2D Affine and Projective Shape Analysis, and Bayesian Elastic Active Contours
2D Affine and Projective Shape Analysis, and Bayesian Elastic Active Contours
Class of Semiparametric Volatility Models with Applications to Financial Time Series
Class of Semiparametric Volatility Models with Applications to Financial Time Series
Statistical Approach to an Ocean Circulation Inverse Problem
Statistical Approach to an Ocean Circulation Inverse Problem
Tools for Statistical Analysis on Shape Spaces of Three-Dimensional Object
Tools for Statistical Analysis on Shape Spaces of Three-Dimensional Object
Riemannian Shape Analysis of Curves and Surfaces
Riemannian Shape Analysis of Curves and Surfaces
Elastic Function Registration Using Deep Neural Networks
Elastic Function Registration Using Deep Neural Networks
Time Series and Machine Learning Models for Financial Markets Forecast
Time Series and Machine Learning Models for Financial Markets Forecast
Elastic Functional Principal Component Analysis for Modeling and Testing of Functional Data
Elastic Functional Principal Component Analysis for Modeling and Testing of Functional Data
Matched-Sample-Based Normalization Method
Matched-Sample-Based Normalization Method
Shape Based Function Estimation
Shape Based Function Estimation
Novel Riemannian Metric for Analyzing Spherical Functions with Applications to HARDI Data
Novel Riemannian Metric for Analyzing Spherical Functions with Applications to HARDI Data
Statistical Shape Analysis of Neuronal Tree Structures
Statistical Shape Analysis of Neuronal Tree Structures
Mixed-Effects Models for Count Data with Applications to Educational Research
Mixed-Effects Models for Count Data with Applications to Educational Research
Nonparametric Nonstationary Density Estimation Including Upper Control Limit Methods for Detecting Change Points
Nonparametric Nonstationary Density Estimation Including Upper Control Limit Methods for Detecting Change Points
Elastic Functional Regression Model
Elastic Functional Regression Model
Inferential and Computational Methods for Object Data, and an Application to Medical Imaging
Inferential and Computational Methods for Object Data, and an Application to Medical Imaging
Multistate Intensity Model with AR-GARCH Random Effect for Corporate Credit Rating          Transition Analysis
Multistate Intensity Model with AR-GARCH Random Effect for Corporate Credit Rating Transition Analysis
Analysis of the Wealth Distribution at Equilibrium in a Heterogeneous Agent          Economy
Analysis of the Wealth Distribution at Equilibrium in a Heterogeneous Agent Economy
Inference from Longitudinal Imaging Data Using SPDM Trajectories
Inference from Longitudinal Imaging Data Using SPDM Trajectories
Geometric Approaches for Analysis of Images, Densities and Trajectories on Manifolds
Geometric Approaches for Analysis of Images, Densities and Trajectories on Manifolds
Statistical Inferences for Shape Graphs and Time Series of Graphs
Statistical Inferences for Shape Graphs and Time Series of Graphs
Statistical Modeling and Testing of Shapes of Planar Objects
Statistical Modeling and Testing of Shapes of Planar Objects
Application Studies of Machine Learning in Breast Cancer Prevention Assessment and Deep Learning in Natural Language Processing
Application Studies of Machine Learning in Breast Cancer Prevention Assessment and Deep Learning in Natural Language Processing
Subspace Learning Approaches to Association Analysis for Multi-Modal Data
Subspace Learning Approaches to Association Analysis for Multi-Modal Data
Matched Sample Based Approach for Cross-Platform Normalization on Gene Expression Data
Matched Sample Based Approach for Cross-Platform Normalization on Gene Expression Data
Scalable Learning with Probabilistic PCA
Scalable Learning with Probabilistic PCA
Estimation and Sequential Monitoring of Nonlinear Functional Responses Using Wavelet Shrinkage
Estimation and Sequential Monitoring of Nonlinear Functional Responses Using Wavelet Shrinkage
Two Studies on the Application of Machine Learning for Biomedical Big Data
Two Studies on the Application of Machine Learning for Biomedical Big Data
Applications of Machine Learning to Precision Medicine
Applications of Machine Learning to Precision Medicine
Neural Basis for Learned Behavior
Neural Basis for Learned Behavior
Statistical Analysis on Representation Spaces of Affine Lines and Affine Planes
Statistical Analysis on Representation Spaces of Affine Lines and Affine Planes
Investigating the Use of Mortality Data as a Surrogate for Morbidity Data
Investigating the Use of Mortality Data as a Surrogate for Morbidity Data
Stochastic Models and Inferences for Commodity Futures Pricing
Stochastic Models and Inferences for Commodity Futures Pricing
Comparative mRNA Expression Analysis Leveraging Known Biochemical Interactions
Comparative mRNA Expression Analysis Leveraging Known Biochemical Interactions
Geometric Tools for Statistical Analysis on Graphical Shapes
Geometric Tools for Statistical Analysis on Graphical Shapes
Parallel Processing of Behavioral Sequence and Repertoire in a Cortical Premotor Nucleus
Parallel Processing of Behavioral Sequence and Repertoire in a Cortical Premotor Nucleus
Framework for Comparing Shape Distributions
Framework for Comparing Shape Distributions
Biomedical Entity Relation Extraction from Text and Triangulation-Based Iterative Closest Points Algorithm for Global Protein Surface Comparison
Biomedical Entity Relation Extraction from Text and Triangulation-Based Iterative Closest Points Algorithm for Global Protein Surface Comparison
Biological Information Extraction by Fine-Tuning Large Language Models
Biological Information Extraction by Fine-Tuning Large Language Models