Graduate Student Seminar

Spatio-Temporal Multimedia Big Data Analytics Using Deep Neural Networks

Samira Pouyanfar

With the proliferation of online services and mobile technologies, the world has stepped into a multimedia big data era, where …

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Development and Design of a Multi-Variable, Multi-Dimensional Secured Network Routing Protocol

Jerry Miller

Multi-variable, multi-dimensional networks have historically used simplified 2-D network phenomena to model complex network variables, especially when these networks are …

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Scalable Methods for the Profiling and Classification of Metagenomic DNA Sequencing Data

Camilo Valdes

A microbiome is a collection of microorganisms that inhabit a particular environmental niche such as the human body or earth …

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A Deep Learning Approach for Predicting User Attrition Augmented with Contextual Features

Victor Potapenko

The complexity of modeling entity behavior with deep learning is proportional to sophistication of entity decision making ability within a …

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Detection and Prevention of Abuse in Online Social Networks

Sajedul Talukder

Adversaries leverage social networks to collect sensitive data about regular users and target them with abuse that includes fake news, …

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Geographic Data Mining and Knowledge Discovery

Liangdong Deng

As the widespread use of GPS enabled personal digital devices like cellphones, tablets, smart watches and smart home devices, the …

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Ontology-Driven Semantic Concept Detection Through Logical Document Structure Understanding

Deya Banisakher

Modeling natural human behavior in understanding written language is crucial for developing true artificial intelligence. For people, words convey certain …

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Design Principles for Virtual Environments to Support Teacher Training

Alban Delamarre

The use of virtual environments has grown exponentially in the past decades. Progress in computer graphics, visual display devices, interaction …

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