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Browsing AUB Students' Theses, Dissertations, and Projects by Author "Graduate Program in Computational Science"

Now showing items 1-8 of 8

Armenian Sentiment Analysis and Emotion Recognition Using Bidirectional Deep Learning Models

Kalayjian, Nigoghos (5/18/2022)

With the advancement of social applications, the number of people using such applications has increased to unbelievable levels. As of 2021, there are 2.8 billion users on Facebook. With such a large number of users, the ...
Comparison of Process-Based Models to Machine Learning Techniques in the Simulation of Flow in Complex Karst Systems: Application on Semi-Arid Case Studies in Lebanon

Rizkallah, Melissa (2024-05-14)

In this research, we study the ability of Long Short-Term Memory (LSTM) neu- ral networks for forecasting karst spring discharge and compare their performance against traditional process-based hydrological models. Two ...
Cross-document Analysis for Automatic Understanding of Electronic Medical Records

Sharafeddin, Batoul (9/23/2020)

Electronic medical records contain both structured entities such as diagnosis codes and results, and unstructured entities such as textual notes typed by health care providers to record patient information during ...
FedSAM: Sharpness-Aware Minimization for Improved Generalization Under FL Settings

Al Kakoun, Razan (2024-05-08)

While being extensively studied in machine learning community, the problem of improving generalization in Federated Learning (FL) is still in its infancy. The main challenge stems from the heterogeneous nature of client ...
Infering Underlying Networks from Time Series of Dynamical Systems and Evaluating Global Balance

Badereddine, Ali (2024-05-14)

A complex system’s emerging behavior is a result of the interactions of its components. A graph-theoretic representation of it is a network of interactions dictating through differential equations the evolution of the ...
Inventory System with Scheduled Demand and Distributed Supply

Ghaya, Sasha (2024-05-14)

We consider a simple supply chain model constituted of a retailer facing end- consumers’ demand while being supplied by a large number of suppliers. We model the retailer as a single server queue while the independent ...
MIXED ARABIC AUDIO DATA SET FOR COCKTAIL PARTY MODELS

Achour, Rim (9/17/2021)

The cocktail party problem (CPP) arises in complex auditory settings. It requires a device to function like the human ear to tune out the noises and focus on a single voice of interest. In fact, machines are still poor in ...
Towards an Unbiased Classification of Chest X-Ray Images Using a RL Powered ACGAN Framework

El Beaini, Melissa (2024-02-06)

Computer-aided diagnosis systems are invaluable tools for healthcare providers given the overwhelming volume of medical data at their disposal. However, a significant challenge of these systems is the existence of bias in ...

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Browsing AUB Students' Theses, Dissertations, and Projects by Author "Graduate Program in Computational Science"

Browsing AUB Students' Theses, Dissertations, and Projects by Author "Graduate Program in Computational Science"

Search AUB ScholarWorks

Browse

All of AUB ScholarWorks

This Collection

My Account

Copyright Statement