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Filtragem por: Collections Masters Theses Year 2024

1. Neuroanatomical-Based Machine Learning Prediction of Alzheimer's Disease Across Sex and Age

Palavra-chave:: Alzheimer's Disease, Machine Learning, Neuroimaging, Trends, Random Forest, and Anatomical MRI
O Criador:: Jogeshwar, Bhaavin Kishore
Advisor:: Nephew, Benjamin and Fichera, Loris
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-07-18
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Robotics Engineering

2. Robust Orientation Correction Control for a Falling Quadruped with an Active Spine

Palavra-chave:: Reinforcement Learning, Quadruped, Robust, Active Spine, and Righting Reflex
O Criador:: Venganallore Parsuram, Venkateshkrishna
Advisor:: Rosendo, Andre
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-16
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Robotics Engineering

3. Downward opposed flame spread response to non-steady airflow

Palavra-chave:: PMMA, Downward Flame Spread, Intermittent Flame Behavior, and Non-steady Airflow
O Criador:: Miska, Alana
Advisor:: Urban, James
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-05
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Fire Protection Engineering

4. Oracle Embeddings for Chemical Data Generation

Palavra-chave:: Generative Adversarial Network, Autoencoder, Mass Spectrometry, Neural Network, and Data Generation
O Criador:: Dunham, Catherine
Advisor:: Paffenroth, Randy Clinton
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-06
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

5. FSL-LFMG: Few-shot Learning with Augmented Latent Features and Multitasking Generation for Enhancing Multiclass Classification on Tabular Data: Existing and New Concepts

Palavra-chave:: Deep Learning, Machine Learning, Autoencoders, New Concept Learning, Multiclass Classification, and Few-shot Learning
O Criador:: Nur, Aviv
Advisor:: Bardeli, Rolf and Ngan, Chun-Kit
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-09
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

6. Detection of Degradation Phenomena Using a Custom Spectrophotometric Device

Palavra-chave:: Ice Nucleation, Continuous, Monitoring, Hemolysis, Blood storage, and Remote
O Criador:: Gass, Madison
Advisor:: Sabuncu, Ahmet Can and Ambady, Sakthikumar
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-12
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Mechanical Engineering

7. Novel Photocatalytic Approaches for the Construction of Bioactive Molecules

O Criador:: Laybourn, Kalen
Advisor:: Grimm, Ronald
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-22
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Chemistry & Biochemistry

8. Decentralized Collective Transport of Unknown Complex Objects Using Global State Prediction

O Criador:: Poindexter, Julian
Advisor:: Pinciroli, Carlo
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-14
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Robotics Engineering

9. Exploring Internal Representations Learned by Autoencoders for Sleep EEG

Palavra-chave:: denoising autoencoders, machine learning, disentangled representations, power spectrogram, beta-variational autoencoders, and sleep eeg signal analysis
O Criador:: Soota, Akshit
Advisor:: Alvarez, Sergio A. and Ruiz, Carolina
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-15
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

10. Scan2BIM: An Integrated Platform for 3D Reconstruction of Indoor Environment

Palavra-chave:: 3D Modeling Platform, Building Information Model, Indoor Mapping, and SLAM
O Criador:: Huang, Zhanhong
Advisor:: Huang, Xinming
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-05-01
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science