Search

Start Over Keyword machine learning

11. Maritime Navigation and Contact Avoidance through Reinforcement Learning

open_access
Open Access
Author:
Davis, Steven Lee
Title:
Maritime Navigation and Contact Avoidance through Reinforcement Learning
Area of Honors:
Computer Engineering
Keywords:
reinforcement learning
machine learning
maritime
unmanned underwater vehicle
autonomous underwater vehicle
navigation
q learning
autonomous
File:
Download Davis_Honors_Thesis_Final.pdf
Thesis Supervisors:
Dr. John Phillip Sustersic Jr., Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

13. Artificial Intelligence and its Impact on Recruitment and Hire for Public Accounting Firms

open_access
Open Access
Author:
Proefrock, Casey
Title:
Artificial Intelligence and its Impact on Recruitment and Hire for Public Accounting Firms
Area of Honors:
Accounting
Keywords:
Artificial intelligence
accounting
public accounting
recruiting
hiring
machine learning
innovative technology
big data
business structure
technology
File:
Download Casey_Proefrock_Honors_Thesis.pdf
Thesis Supervisors:
Samuel Burton Bonsall, IV, Thesis Supervisor
Samuel Burton Bonsall, IV, Thesis Honors Advisor
Edward Eugene Babcock, Jr., Faculty Reader

15. Efficient Multi-Period Trading and Learning Techniques for Portfolio Optimization

open_access
Open Access
Author:
Diwan, Ishaan
Title:
Efficient Multi-Period Trading and Learning Techniques for Portfolio Optimization
Area of Honors:
Computer Science
Keywords:
machine learning
portfolio optimization
stocks
trading
boosted decision trees
decision trees
Markowitz mean-variance portfolio theory
File:
Download Diwan_Thesis_Final.pdf
Thesis Supervisors:
Mehrdad Mahdavi, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

16. Using Unsupervised Machine Learning to Examine Microstructure of 17-4 Stainless Steel

open_access
Open Access
Author:
Bina, Thomas F
Title:
Using Unsupervised Machine Learning to Examine Microstructure of 17-4 Stainless Steel
Area of Honors:
Materials Science and Engineering
Keywords:
machine learning
material characterization
microstructure
File:
Download Bina_Thomas_ThesisSP2020.pdf
Thesis Supervisors:
Robert Allen Kimel, Thesis Supervisor
Robert Allen Kimel, Thesis Honors Advisor
Joan Marie Redwing, Faculty Reader

17. Applied Defenses Against Adversarial Attacks

open_access
Open Access
Author:
Payne, Collin Michael
Title:
Applied Defenses Against Adversarial Attacks
Area of Honors:
Security and Risk Analysis
Keywords:
machine learning
artificial intelligence
adversarial attacks
security and risk analysis
machine learning security
adversarial machine learning
machine learning defense
computer vision
File:
Download SHC_Thesis_-_Collin_Payne_-_Final_Version.pdf
Thesis Supervisors:
Edward J Glantz, Thesis Supervisor
Edward J Glantz, Thesis Honors Advisor
Alison Ryan Murphy, Faculty Reader

19. Capabilities for Multiple Choice Question Distractor Generation and Elementary Mathematical Problem Solving by Recurrent Neural Networks

open_access
Open Access
Author:
Bakes, Riley
Title:
Capabilities for Multiple Choice Question Distractor Generation and Elementary Mathematical Problem Solving by Recurrent Neural Networks
Area of Honors:
Engineering Science
Keywords:
recurrent neural networks
natural language processing
mathematical language processing
education assistive tools
encoder decoder attentional GRU
encoder decoder LSTM
random forest
machine learning
File:
Download PSU_THESIS_RBAKES.pdf
Thesis Supervisors:
C Lee Giles, Thesis Supervisor
Lucas Jay Passmore, Thesis Honors Advisor
Judith Todd Copley, Faculty Reader