
Nonlinear Time Series Classification Using Bispectrumbased Deep Convolutional Neural Networks
Time series classification using novel techniques has experienced a rece...
read it

Broad Area Search and Detection of SurfacetoAir Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks
Here we demonstrate how Deep Neural Network (DNN) detections of multiple...
read it

CATA++: A Collaborative Dual Attentive Autoencoder Method for Recommending Scientific Articles
Recommender systems today have become an essential component of any comm...
read it

MultiCue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos
Detection of moving objects such as vehicles in videos acquired from an ...
read it

Recognizing Image Objects by Relational Analysis Using Heterogeneous Superpixels and Deep Convolutional Features
Superpixelbased methodologies have become increasingly popular in compu...
read it

Multiple Instance Hybrid Estimator for Hyperspectral Target Characterization and Subpixel Target Detection
The Multiple Instance Hybrid Estimator for discriminative target charact...
read it

Dual Path Networks for MultiPerson Human Pose Estimation
The task of multiperson human pose estimation in natural scenes is quit...
read it

Distance and Similarity Measures Effect on the Performance of KNearest Neighbor Classifier  A Review
The Knearest neighbor (KNN) classifier is one of the simplest and most ...
read it

Possibilistic Fuzzy Local Information CMeans for Sonar Image Segmentation
Sidelook synthetic aperture sonar (SAS) can produce very high quality i...
read it

Multiple Instance Dictionary Learning for BeattoBeat Heart Rate Monitoring from Ballistocardiograms
A multiple instance dictionary learning approach, Dictionary Learning us...
read it

Validation of Tsallis Entropy In InterModality Neuroimage Registration
Medical image registration plays an important role in determining topogr...
read it

Multiple Instance Learning Convolutional Neural Networks for Object Recognition
Convolutional Neural Networks (CNN) have demon strated its successful a...
read it

Multiple Instance Dictionary Learning using Functions of Multiple Instances
A multiple instance dictionary learning method using functions of multip...
read it

Polyp Detection and Segmentation from Video Capsule Endoscopy: A Review
Video capsule endoscopy (VCE) is used widely nowadays for visualizing th...
read it

Latent Model Ensemble with Autolocalization
Deep Convolutional Neural Networks (CNN) have exhibited superior perform...
read it

A Classification Leveraged Object Detector
Currently, the stateoftheart image classification algorithms outperfo...
read it

Instance Influence Estimation for Hyperspectral Target Signature Characterization using Extended Functions of Multiple Instances
The Extended Functions of Multiple Instances (eFUMI) algorithm is a gene...
read it

Adaptive diffusion constrained total variation scheme with application to `cartoon + texture + edge' image decomposition
We consider an image decomposition model involving a variational (minimi...
read it

Objectcentric Sampling for Finegrained Image Classification
This paper proposes to go beyond the stateoftheart deep convolutional...
read it

On Convergent Finite Difference Schemes for Variational  PDE Based Image Processing
We study an adaptive anisotropic Huber functional based image restoratio...
read it

Robust Periocular Recognition By Fusing Sparse Representations of Color and Geometry Information
In this paper, we propose a reweighted elastic net (REN) model for biom...
read it

Radar shadow detection in SAR images using DEM and projections
Synthetic aperture radar (SAR) images are widely used in target recognit...
read it

Brain MRI Segmentation with Fast and Globally Convex Multiphase Active Contours
Multiphase active contour based models are useful in identifying multipl...
read it

Towards a Social Virtual Reality Learning Environment in High Fidelity
Virtual Learning Environments (VLEs) are spaces designed to educate stud...
read it

Bayesian model assessment: Use of conditional vs marginal likelihoods
Typical Bayesian methods for models with latent variables (or random eff...
read it

A RankPreserving Generalized Matrix Inverse for Consistency with Respect to Similarity
There has recently been renewed recognition of the need to understand th...
read it

PeRView: A Framework for Personalized Review Selection Using MicroReviews
In the contemporary era, social media has its influence on people in mak...
read it

A Constrained Shortest Path Scheme for Virtual Network Service Management
Virtual network services that span multiple data centers are important t...
read it

Distributing and Obfuscating Firewalls via Oblivious Bloom Filter Evaluation
Firewalls have long been in use to protect local networks from threats o...
read it

Path Planning in Dynamic Environments Using TimeWarped Grids and a Parallel Implementation
This paper proposes a solution to the problem of smooth path planning fo...
read it

Remarks on the Rényi Entropy of a sum of IID random variables
In this note we study a conjecture of Madiman and Wang which predicted t...
read it

Software Adaptation and Generalization of PhysicallyConstrained Games
In this paper we provide a case study of the use of relatively sophistic...
read it

Unit Level Modeling of Survey Data for Small Area Estimation Under Informative Sampling: A Comprehensive Overview with Extensions
Modelbased small area estimation is frequently used in conjunction with...
read it

Snowball: Iterative Model Evolution and Confident Sample Discovery for SemiSupervised Learning on Very Small Labeled Datasets
In this work, we develop a joint sample discovery and iterative model ev...
read it

Deep Morphological HitorMiss Transform Neural Network
Neural networks have demonstrated breakthrough results in numerous appli...
read it

Toward a mathematical theory of the crystallographic phase retrieval problem
Motivated by the Xray crystallography technology to determine the atomi...
read it

Longterm Spatial Modeling for Characteristics of Extreme Heat Events
There is increasing evidence that global warming manifests itself in mor...
read it

Simultaneous robust subspace recovery and semistability of quiver representations
We consider the problem of simultaneously finding lowerdimensional subs...
read it

On the spatial and temporal shift in the archetypal seasonal temperature cycle as driven by annual and semiannual harmonics
Statistical methods are required to evaluate and quantify the uncertaint...
read it

Survey of PrivacyPreserving Collaborative Filtering
Collaborative filtering recommendation systems provide recommendations t...
read it

Reciprocal Learning Networks for Human Trajectory Prediction
We observe that the human trajectory is not only forward predictable, bu...
read it

Deep Neural Network in Cusp Catastrophe Model
Catastrophe theory was originally proposed to study dynamical systems th...
read it

Ensemble Generative Cleaning with Feedback Loops for Defending Adversarial Attacks
Effective defense of deep neural networks against adversarial attacks re...
read it

Highlevel Modeling of Manufacturing Faults in Deep Neural Network Accelerators
The advent of datadriven realtime applications requires the implementa...
read it

Fuzzy Integral = Contextual Linear Order Statistic
The fuzzy integral is a powerful parametric nonlinear function with uti...
read it

Link Prediction for Temporally Consistent Networks
Dynamic networks have intrinsic structural, computational, and multidisc...
read it

Fully Bayesian Analysis of the Relevance Vector Machine Classification for Imbalanced Data
Relevance Vector Machine (RVM) is a supervised learning algorithm extend...
read it

Bayesian Inverse Reinforcement Learning for Collective Animal Movement
Agentbased methods allow for defining simple rules that generate comple...
read it
University of Missouri
The University of Missouri (also, Mizzou, or MU) is a public landgrant research university located in Columbia, Missouri, U.S. It was founded in 1839 as the first public institution of higher education west of the Mississippi River. As the largest university in the state, it enrolled 30,870 students in 2017, offering over 300 degree programs in 20 academic colleges. It is the flagship campus of the University of Missouri System, which also maintains campuses in Kansas City, Rolla, and St. Louis.