Index Catalog // Digital WPI

1. A Level-Set Approach for Solving Nonlinear Integer Optimization Problems

Keyword:: Mathematical Programming, Optimization, Level-set, Value Function, Data Structures, and Polynomial
Creator:: Killea, Ryan
Advisor:: Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-07-10
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

2. Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems

Keyword:: Iterative, Neural Network, Recurrent Neural Network, Machine Learning, Sparse, and Sparsity
Creator:: Hershey, Quincy
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-20
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

3. Evaluation of Repeated Colonel Blotto Games with Semi-Bandit Feedback

Keyword:: Resource Allocation, Graph Theory, Online Learning, Semi-Bandits, Game Theory, and Path Planning
Creator:: Diamond, N'yoma
Advisor:: Murai, Fabricio
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-24
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

4. Assessing Individual Differences In Graphical Perception

Creator:: Davis, Russell
Advisor:: Harrison, Lane T.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-25
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

5. LEVERAGING MULTI-TASK LEARNING GRAPH NEURAL NETWORKS FOR IMPROVING FRAUD DETECTION

Keyword:: Graph Neural Network, Node Classification, Link Prediction, and Link Classification
Creator:: Ganguly, Sirshendu
Advisor:: Murai, Fabricio
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-25
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

6. Predicting MXene Properties via Machine Learning

Keyword:: 12 - Responsible Consumption and Production, 7 - Affordable and Clean Energy, 11 - Sustainable Cities and Communities, 9 - Industry, Onnovation, and Infrastructure, and 13 - Climate Action
Creator:: Vertina, Eric
Advisor:: Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-16
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

7. FACET: Counterfactual Explanation Analytics

Keyword:: Ethical AI, Counterfactual Explanation, Interpretable Machine Learning, Tree Ensembles, Random Forest, and Explainable AI
Creator:: VanNostrand, Peter
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-16
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

8. An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?

Keyword:: Domain Adaptation and Transfer Learning
Creator:: Josselyn, Nicholas
Advisor:: Zhang, Ziming and Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-10-10
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

9. A Food Network: A Graphical Exploration of Food Recipes

Creator:: Carr, William
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-08-02
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

10. A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

Keyword:: error analysis, electromagnetic signal processing, machine learning, kalman filter, source localization, and maximum likelihood estimator (MLE)
Creator:: Barger, Maria
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-08-08
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

11. Multi-modal Deep Learning

Keyword:: multi-modal and deep learning
Creator:: Liu, Si
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-26
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

12. Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels

Keyword:: natural language processing, audio classification, transfer learning, mobile health, anxiety screening, and depression screening
Creator:: Hernandez-Reisch, Miranda
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-27
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

13. A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction

Keyword:: Cold Spray, Multiple-Instance Learning, Additive Manufacturing, Machine Learning, Data Augmentation, and Multiple-Instance Regression
Creator:: Schuliger, Ashley
Advisor:: Cote, Danielle and Neamtu, Rodica
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-28
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

14. Synthetic Generation of Data for HCR using Image-to-Image Translation GANs

Keyword:: Data Augmentation, Sensor Data, Human Context Recognition (HCR), Generative Adversarial Networks (GAN), and Time series data
Creator:: Sankaranarayanan, Ronak
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-05-02
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

15. Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction

Keyword:: Constraint-Aware, Meta-Learning, Traffic, Cellular Automata, and MAML
Creator:: Filardi, Vincent
Advisor:: Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-05-06
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

16. Competitive Opinion Maximization in Social Networks

Keyword:: Influence maximization and Opinion Maximization
Creator:: Luo, Jianjun
Advisor:: Kong, Xiangnan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-08-12
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

17. Analytics projects for key stakeholders in large scale online learning systems

Creator:: Jakhmola, Rahul
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-08-13
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

18. Identifying Struggling Students by Comparing Online Tutor Clickstreams

Keyword:: Outlier Detection, Online Learning, Unsupervised Learning, Tutoring, and Anomaly Detection
Creator:: Prihar, Ethan B.
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-02
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

19. Effectiveness of the Automatic Reassessment and Relearning System for Short- and Long-term Mathematical Skill Retention

Keyword:: Spacing Effect, Testing effect, and ASSISTments
Creator:: Gonsalves, Manuel S.
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-22
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

20. Cycles Improve Conditional Generators

Keyword:: GAN, Conditional, Deep Learning, Generation, Cycle, and Machine Leaning
Creator:: Moore, Alexander M.
Advisor:: Paffenroth, Randy Clinton and Kong, Xiangnan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-30
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

Explore, Discover, Share

1. A Level-Set Approach for Solving Nonlinear Integer Optimization Problems

2. Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems

3. Evaluation of Repeated Colonel Blotto Games with Semi-Bandit Feedback

4. Assessing Individual Differences In Graphical Perception

5. LEVERAGING MULTI-TASK LEARNING GRAPH NEURAL NETWORKS FOR IMPROVING FRAUD DETECTION

6. Predicting MXene Properties via Machine Learning

7. FACET: Counterfactual Explanation Analytics

8. An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?

9. A Food Network: A Graphical Exploration of Food Recipes

10. A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

11. Multi-modal Deep Learning

12. Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels

13. A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction

14. Synthetic Generation of Data for HCR using Image-to-Image Translation GANs

15. Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction

16. Competitive Opinion Maximization in Social Networks

17. Analytics projects for key stakeholders in large scale online learning systems

18. Identifying Struggling Students by Comparing Online Tutor Clickstreams

19. Effectiveness of the Automatic Reassessment and Relearning System for Short- and Long-term Mathematical Skill Retention

20. Cycles Improve Conditional Generators

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1. A Level-Set Approach for Solving Nonlinear Integer Optimization Problems

2. Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems

3. Evaluation of Repeated Colonel Blotto Games with Semi-Bandit Feedback

4. Assessing Individual Differences In Graphical Perception

5. LEVERAGING MULTI-TASK LEARNING GRAPH NEURAL NETWORKS FOR IMPROVING FRAUD DETECTION

6. Predicting MXene Properties via Machine Learning

7. FACET: Counterfactual Explanation Analytics

8. An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?

9. A Food Network: A Graphical Exploration of Food Recipes

10. A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

11. Multi-modal Deep Learning

12. Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels

13. A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction

14. Synthetic Generation of Data for HCR using Image-to-Image Translation GANs

15. Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction

16. Competitive Opinion Maximization in Social Networks

17. Analytics projects for key stakeholders in large scale online learning systems

18. Identifying Struggling Students by Comparing Online Tutor Clickstreams

19. Effectiveness of the Automatic Reassessment and Relearning System for Short- and Long-term Mathematical Skill Retention

20. Cycles Improve Conditional Generators

Limit your search