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Start Over Area of Honors Computer Engineering Keyword Machine Learning Access Level open_access

1. HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS

open_access

Open Access

Author:: Protivash, Prottay
Title:: HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS
Area of Honors:: Computer Engineering
Keywords:: CNN
Machine Learning
Hybrid Network
Handcrafted Features
File:: Download Protivash_Prottay_HYBRID_CNN.pdf
Thesis Supervisors:: John Morgan Sampson, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

2. COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS

open_access

Open Access

Author:: Colom, Daniel A
Title:: COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS
Area of Honors:: Computer Engineering
Keywords:: Machine Learning
Neural Network
Information Network
Representation Learning
Similarity Functions
File:: Download Daniel_Colom_Thesis.pdf
Thesis Supervisors:: Wang-Chien Lee, Thesis Supervisor
Dr. Jesse Louis Barlow, Thesis Honors Advisor

3. Towards Applying Machine Learning Technique For Fault Localization

open_access

Open Access

Author:: Mao, Jianyu
Title:: Towards Applying Machine Learning Technique For Fault Localization
Area of Honors:: Computer Engineering
Keywords:: Fault Localization
Machine Learning
File:: Download JmThesis.pdf
Thesis Supervisors:: Danfeng Zhang, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

4. Using a UAV and Edge Computing to Identify and Throw Away Trash

open_access

Open Access

Author:: Eden, Grant
Title:: Using a UAV and Edge Computing to Identify and Throw Away Trash
Area of Honors:: Computer Engineering
Keywords:: UAV
Drone
Machine Learning
Edge Computing
Deep Learning
File:: Download ThesisHonorsGrantEden.pdf
Thesis Supervisors:: Vijaykrishnan Narayanan, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

5. Scalability Study of Machine Learning Algorithm Teaching and Inference on Central Processing Units

open_access

Open Access

Author:: Mehra, Swasti
Title:: Scalability Study of Machine Learning Algorithm Teaching and Inference on Central Processing Units
Area of Honors:: Computer Engineering
Keywords:: Machine Learning
Operating Systems
Scalability
TensorFlow
File:: Download Swasti_Mehra_Thesis_Final_1.pdf
Thesis Supervisors:: Anand Sivasubramaniam, Thesis Supervisor
Chitaranjan Das, Thesis Honors Advisor

6. UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS

open_access

Open Access

Author:: Dutta, Shubhangam
Title:: UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS
Area of Honors:: Computer Engineering
Keywords:: Deep Learning
Neural Networks
Double Descent
Machine Learning
File:: Download SHC_thesis_Double_Descent.pdf
Thesis Supervisors:: Mehrdad Mahdavi, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

7. Road Traffic Crash Severity Prediction Using Multi-State Data

open_access

Open Access

Author:: England, Thomas M
Title:: Road Traffic Crash Severity Prediction Using Multi-State Data
Area of Honors:: Computer Engineering
Keywords:: Machine Learning
Crash Severity Prediction
Decision Tree
Neural Network
Data Processing
File:: Download Thomas_England_Thesis_2021__1_.pdf
Thesis Supervisors:: Kamesh Madduri, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

8. Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms

open_access

Open Access

Author:: Mitrik, Andre
Title:: Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms
Area of Honors:: Computer Engineering
Keywords:: Machine Learning
Spiking Neural Networks
Backpropagation
Principal Component Analysis
Neural Networks
File:: Download Andre_Mitrik_Thesis.pdf
Thesis Supervisors:: Abhronil Sengupta, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor