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Neuroanatomical-Based Machine Learning Prediction of Alzheimer's Disease Across Sex and Age
Mot-clé:
Alzheimer's Disease
,
Machine Learning
,
Neuroimaging
,
Trends
,
Random Forest
, and
Anatomical MRI
Créateur:
Jogeshwar, Bhaavin Kishore
Advisor:
Nephew, Benjamin
and
Fichera, Loris
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-07-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Machine Learning Models for Passive Pre-symptomatic Detection of Covid-19 from Smart Wearable Data
Mot-clé:
Infectious Diseases
,
Smart Wearables
,
Passive Assessment
, and
Machine Learning
Créateur:
Sarwar, Atifa
Advisor:
Agu, Emmanuel O.
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
FSL-LFMG: Few-shot Learning with Augmented Latent Features and Multitasking Generation for Enhancing Multiclass Classification on Tabular Data: Existing and New Concepts
Mot-clé:
Deep Learning
,
Machine Learning
,
Autoencoders
,
New Concept Learning
,
Multiclass Classification
, and
Few-shot Learning
Créateur:
Nur, Aviv
Advisor:
Bardeli, Rolf
and
Ngan, Chun-Kit
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-08-09
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Machine Learning for Optimizing Cognitive Radar Waveforms
Mot-clé:
5G
,
Reinforcement Learning
,
Cognitive Radar
,
Spectrum Sharing
,
Software Defined Radio
, and
Machine Learning
Créateur:
Malcarne, Joshua
Advisor:
Wyglinski, Alexander
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-06-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Radar and AI-based Soil Moisture Monitoring for Efficient Farm Irrigation
Mot-clé:
Radar
,
SFCW Radar
,
Soil Moisture Estimation
,
Machine Learning
, and
Drone
Créateur:
Khan, Ruba
and
Cheung, Allen
Advisor:
Mangoubi, Oren Rami
,
Zekavat, Seyed A.
, and
Petkie, Douglas Todd
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-05-24
Resource Type:
Major Qualifying Project
Machine Learning for RF Cloud in Proximity Detection and Intelligent Spectrum Management: An Empirical Study
Mot-clé:
Proximity Detection
,
Intelligent Spectrum Management
,
Machine Learning
,
Channel Modeling
,
RF Cloud
, and
Empirical Study
Créateur:
Su, Zhuoran
Advisor:
Islam, Bashima
,
Agu, Emmanuel
, and
Pahlavan, Kaveh
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-02-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Machine Learning and Reaction Chemistry for Efficient Thermal Conversion of Waste Plastic
Mot-clé:
Machine Learning
,
Reaction Chemistry
, and
Waste Plastic
Créateur:
Belden, Elizabeth
Advisor:
Timko, Michael T.
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Chemical Engineering
G-Induced Loss of Consciousness (GLOC) Predictive Model Development
Mot-clé:
G-Induced Loss of Consciousness
,
Neuroergonomics
,
Machine Learning
,
Aerospace physiology
,
Physiological episodes
, and
Human state assessment
Créateur:
Rinkel, Bridget
Advisor:
Lammert, Adam
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-16
Resource Type:
Thesis
Degree:
MS
Beyond the Spectrum: Custom MFCC Processing For Acoustic Health Monitoring
Mot-clé:
Health Monitoring
,
Custom filter bank
,
Mel-frequency cepstral coefficients
,
Signal Processing
,
Audio classification
, and
Machine Learning
Créateur:
Liu, Zhuolin
Advisor:
Islam, Bashima
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Design and Development of a Clinical Decision Support System Using Machine Learning to Represent Domain Expertise in Wound Care Collaborative Decision Making
Mot-clé:
Machine Learning
,
Explainable Artificial Intelligence
,
Chronic Wound
,
Decision Support
,
Smartphone App
, and
Design Science Research
Créateur:
Mombini, Haadi
Advisor:
Tulu, Bengisu
Éditeur:
Worcester Polytechnic Institute
date créée:
2024-04-30
Resource Type:
Dissertation
Degree:
PhD
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