Graduate Student Seminar

Deep Learning for Deep Learning for Representation, and it’s Application for Natural Language Processing

Shekoofeh Mokhtari

As the web evolves even faster than expected, the exponential growth of data becomes overwhelming. Textual data is being generated …

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A Model-Based AI-Driven Test Generation System

Dionny Santiago

Achieving high software quality today involves manual analysis, test planning, documentation of testing strategy and test cases, and development of …

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Intelligent Data Mining Techniques for Automatic Service Management

Qing Wang

Today, IT performance plays a critical factor in the success of a business. As more and more industries are involved …

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Predictive Modeling of Alzheimer’s Disease Diagnosis and Prognosis

Maryamossadat Aghili

Alzheimer‘s Diseases (AD) is an irreversible and progressive neurodegenerative disorder whose manifestations include memory loss, confusion, and cognitive impairment that …

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A Method and Tool for Finding Concurrency Bugs Involving Multiple Variables with Application to Modern Distributed Systems

Zhuo Sun

Concurrency bugs are extremely hard to detect due to huge interleaving space. They are happening in the real world more …

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Multi-Robot Coordination and Scheduling for Deactivation & Decommissioning

Sebastian A. Zanlongo

Large quantities of high-level radioactive waste were generated during WWII. This waste is being stored in facilities such as double-shell …

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Automatic Extraction of Narrative Structure from Long Form Text

Joshua Daniel Eisenberg

Automatic understanding of stories is a long-held goal of artificial intelligence and natural language processing research communities. Stories explain the …

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Gradient-Based Algorithm on Machine Learning

Bin Shi

The dissertation addresses the research topics of machine learning outlined below. We developed the theory about traditional first-order algorithms from …

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