Graduate Student Seminar

Distributed Machine Learning Algorithms for Resource-Constrained Heterogeneous Internet-of-Things Environments

Ahmed Imteaj

With the improvement of network infrastructures and the advancement of IoT technologies, it is crucial to perform computation at the …

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Communicating with Culture: How Humans and Machines Detect Narrative Elements

W. Victor H. Yarlott

To understand how people communicate, we must understand how they leverage shared stories and all the knowledge, information, and associations …

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Detecting the Emotion of Animate Beings in Narrative

Samira Zad

Identifying emotions as expressed in text (a.k.a. text emotion recognition) has received a lot of attention over the past decade. …

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A Machine Learning Framework for Identifying Molecular Biomarkers from Transcriptomic Cancer Data

Md Abdullah Al Mamun

Cancer is a complex molecular process due to abnormal changes in the genome, such as mutation and copy number variation, …

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Graph-Theoretic and Machine Learning Based Frameworks to Discover Cancer Biomarkers

Raihanul Bari Tanvir

Biomarkers are of great importance in cancer research, diagnosis, and treatment and to better understand biological response mechanisms to internal …

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Toward Explainable AI in Computer Systems and Public Policy

Farzana Beente Yusuf

Advances in Artificial Intelligence (AI) have led to spectacular innovations and sophisticated systems for tasks that were thought to be …

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Inducing Stereotypical Character Roles from Plot Structure

Labiba Jahan

If we are to understand stories, we must understand characters: characters are central to every narrative and drive the action …

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Automated Behavioral Analysis of Sequential Data for System Anomaly Detection

Jayesh Soni

In recent years with the advancement of technology, cybersecurity has become a significant concern due to the high level of …

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