Index Catalog // Digital WPI

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Filtering by: Advisor Rundensteiner, Elke A. UN SDG 3 - Good Health and Well-being

1. Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks

Keyword:: Large Language Model, Multi-Level Label, Incomplete Label, Noisy Label, In-Context Learning, and Foodborne Illness Detection
Creator:: Zhang, Dongyu
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-23
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Predicting Students' Mental Health Using Fitbit Data

Keyword:: Mental Health, Depression, Anixety, Environmental Survey, and Fitbit
Creator:: Pins, Noah, Lusignan, Kyle, Escott, Allison, and Raisbeck, Olivia
Advisor:: Liu, Shichao, Mangoubi, Oren Rami, and Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-25
Resource Type:: Major Qualifying Project

3. CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media

Creator:: Kwan, Timothy and Lapsley, Anne
Advisor:: Mangoubi, Oren Rami and Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-27
Resource Type:: Major Qualifying Project

4. CS/DS MQP: Advanced Applications for Deep Generative Models

Keyword:: machine learning, human activity recognition, tabular diffusion, gramian angular fields, generative models, and diffusion models
Creator:: Trac, Cindy, McCarthy, Dillon, Buasai, Sirut, and Dykstra, Jason
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-25
Resource Type:: Major Qualifying Project

5. CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media

Keyword:: twitter, social media, usda, and food poisoning
Creator:: Rathke, Liam, Laber, Jasmine, and Hartmann, Katy
Advisor:: Rundensteiner, Elke A. and Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-03-23
Resource Type:: Major Qualifying Project

6. HAR-CTGAN: Synthesizing Continuous and Discrete Mobile Sensor Data Using GAN models for Human Activity Recognition

Keyword:: GAN, discrete features, synthetic data generation, sensor data, human activity recognition, and mobile healthcare
Creator:: DeOliveira, Joshua
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-08-17
Resource Type:: Major Qualifying Project

7. DS:MQP:Deep Learning for Mental Health Screening using Smartphone Data

Creator:: Wu, Jyalu and Jurovich, Nicholas
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-26
Resource Type:: Major Qualifying Project

8. DS:MQP:Deep Learning for Mental Health Screening using Smartphone Data

Creator:: Garfinkel, Lillian, Halley, Madeline, O'neill, Mairead, and Phillips, Brian
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-25
Resource Type:: Major Qualifying Project

9. CS:MQP:Learning Early Warning Alerts for Food Poisoning Outbreaks from Social Media

Keyword:: Machine Learning, Illness Detection, Data Visualization, and Outbreak Prevention
Creator:: Leandres, David, Vachon, Nicholas, Carroll, John, Noreika, Cole, and Alvarado Blanco Uribe, Isabel
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-25
Resource Type:: Major Qualifying Project

10. Machine Learning for Mental Health Screening

Keyword:: Mental Health and Machine Learning
Creator:: Hernandez-Reisch, Miranda, Caouette, Hunter C., Bruneau, Connor D., Kayastha, Rimsha, and Melican, Veronica R.
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-05
Resource Type:: Major Qualifying Project
Award:: Provost's MQP Award