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Browsing Volgenau School of Engineering Graduate Research by Title

Browsing Volgenau School of Engineering Graduate Research by Title

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  • Data Analysis for Fraud Detection in Finance 
    Almutairi, Raghad; Godavarthi, Abhishek; Reddy Kotha, Arthi (2022-06-04)
    Credit card use is not always the best way to use for payments, but the most demonstrable payment mode is through the credit card for both offline as well as for online payments, which can result in deficit of funds. As ...
  • Data Analysis for Prediction of Health in Society 
    Kittisupakorn, Srisuda (2021-04-28)
    This research focused on how the quality of life affected in term of healthcare, education, and parent’s income. Data analyses review the difference percentage of children without attending school and parent’ s income ...
  • Data Analysis for Prediction of Stock Market Performance 
    Nakano, Fernando; Pilli, Nanditha; Cirtain, Melissa; Turner, Gabrila (2021-04-28)
    If you have followed the news in US between January and February in 2021, an event occurred on the stock market: a group of people on a subreddit forum WallStreetBets a longstanding subreddit that had over 3.5M Reddit ...
  • Data Analysis to Analyze Mental Health in Global Pandemic 
    Antonova, Helen; Liao, Spencer; Chandra Sai Pamidimukkala, Eswara (2022-06-08)
    According to the 2021 Report from the World Health Organization (WHO), more than 700,000 people have taken their life. Suicide can be prevented but so far most of the efforts to do so have fallen short. However, the use ...
  • Data Analytic approach for Opinion Mining in Important Events 
    Xu, Ge (2021-04-28)
    The best way to predict the future is to study the past. This is one of the basic ideas behind big data analytics. As an example, some presidents utilize a data-driven approach in their campaign for the elected presidency. ...
  • Data Analytic Methods for Institutional Discrimination Detection in Finance Applications 
    Wilson, Carlton (2021-04-30)
    Banks are slowly recovering from the COVID 19 pandemic. This is the effect of The American Rescue Plan of 2021. As a result, consumers are spending and putting money back into the economy. As we begin to see light at the ...
  • Data Analytics Research for COVID19 Pandemic 
    Tran, Thao (2021-04-28)
    The importance of learning about where and how coronavirus has entered the United States will help further our understanding of the disease. According to CDC, the first coronavirus case in the US has been identified ...
  • Diverse Knowledge Distillation (DKD): A Solution for Improving The Robustness of Ensemble Models Against Adversarial Attacks 
    Mirzaeian, Ali; Kosecka, Jana; Homayoun, Houman; Mohsenin, Tinoosh; Sasan, Avesta (2021)
    This paper proposes an ensemble learning model that is resistant to adversarial attacks. To build resilience, we introduced a training process where each member learns a radically distinct latent space. Member models are ...
  • Early Detection of Epilepsy Seizures using Machine Learning Algorithms 
    Rios, Cristian (Chris) (2022-05)
    According to the World Health Organization (WHO), one of the most common neurological diseases is epilepsy with over 50 million people globally diagnosed to date. Epilepsy is defined as a chronic noncommunicable disease ...
  • EEG- EMG-Based Interface For Upper Limb Exoskeleton – A Review 
    De Marzi, Laura; Peixoto, Nathalia (2022-05)
    The second most common cause of death in the world is cerebrovascular accident or stroke, and rehabilitation plays an important role to help the survivors of such accidents. Rehabilitation exercises are essential to ...
  • Effect of Psychedelic (LSD and Psilocybin) Use in Treating Mental Disorders like Major Depressive Disorder (MDD) 
    Kahn, Zehra (2022-05)
    Major Depressive Disorder (MDD) is a widespread problem throughout the United States with no shortage of treatments. Psilocybin, a serotonin agonist, is treatment for MDD that showed great potential but wasn’t explored ...
  • Employing UAF Inter-Domain Traceability for Performance and Effectiveness Evaluation 
    Alghamdi, Ahmad; Torkjazi, Mohammadreza; Davila-Andino, Arturo J.; Zaidi, Abbas K. (2023-03-25)
    We propose a step-by-step Model-Based Systems Engineering (MBSE) process for the creation and simulation of an executable Unified Architecture Framework (UAF) model for evaluation purposes. The roll-up of Technical Performance ...
  • Financial Impact of Lockdown on Big Business Versus Small Business based on Data Analytics 
    Chekuri, Rohit Varma; Wilkinson, Brady; Xuan, Bach Le (2021-04-28)
    Though everyone was affected by the COVID-19 pandemic in their own ways, some suffered harder financial loss than others. Smaller-sized businesses that once thrived from crowds of people faced a sudden disappearance in ...
  • Flight Data to Predict COVID-19 Cases by Machine Learning 
    Alshabana, Ghadah (2021-04-28)
    Coronavirus can be transmitted through the air in close proximity to infected persons. Commercial aircraft is a likely way to both transmit the virus among passengers and move the virus between locations. Our team utilized ...
  • Health Informatics Based on ML models 
    Teh, Bloti (2021-04-28)
    Quality of life depends on the physical and mental health of the individual, the degree of independence, the social relationship with the environment, and other factors. The as- sessment of the quality of life is based on ...
  • Increase Trust in Finance Section by Using Machine Learning Approach 
    Muraleedharakumar, Dipukumar (2021-05-01)
    In order for the banks to grow, the banks need people, and the people need banks for its money. It's a very simple complex but yet simple relationship. Think of it as one hand washes the other. Institutions such as banks ...
  • Information Retrieval Model for Social Media Applications 
    Bhandari, Shova (2021-01)
    Social networks are rich source of data to analyze user habits in all aspects of life. User’s behaviour is decisiv e component of a health system in various countries. Promoting good behaviour can improve the public health ...
  • Machine learning and Natural Language Processing Applications in Health 
    Kouser, Nashid (2021-04-28)
    One profound statement in the sciences read, When you stop doing things that make people sick, they get well. History provides evidence about the diet for humans. It is proven that the bulk amount of calorie intake ...
  • Machine learning and NLP Models to Predict COVID-19 Cases in US 
    Alshabana, Ghadah; Chitimalla, Ashritha; Tran, Thao; Thompson, Michael (2021-04-28)
    Air travel is an important factor to spread of the coronavirus from more infected regions to those with limited or no prior infections. The importance of learning about where and how coronavirus has entered the United States ...
  • Machine Learning and Transfer Learning Applications in Finance Sector 
    Zaid, Altukhi (2021-04-28)
    The American Rescue Plan of 2021 cause consumers to spend and put money back into the economy in the COVID19 pandemic. As we begin to see light at the end of the tunnel, this is good news for the banking industry and ...

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