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Paffenroth, Randy C.
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Résultats de recherche
SRML: Space Radio Machine Learning
Mot-clé:
satellite communications
,
Cognitive Radio
, and
Machine Learning
Créateur:
Ferreira, Paulo Victor Rodrigues
Advisor:
Wyglinski, Alexander
Éditeur:
Worcester Polytechnic Institute
date créée:
2017-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Intelligent and Resilient Radio Resource Allocation for 5G and Beyond Wireless Communications
Mot-clé:
Deep Reinforcement Learning
,
Robust PCA
,
mmWave Communications
,
Graph Neural Networks
, and
Wireless Communications
Créateur:
Ghasemi, Ahmad
Advisor:
Zekavat, Seyed A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-06-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Mot-clé:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Créateur:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Educational Data Mining toward Personalized Tutoring: Exploration of Facial Behaviors, Thermal Comfort, and Relevant Content Search
Créateur:
Jiang, Han
Advisor:
Whitehill, Jacob Richard
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-08-01
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Mot-clé:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Créateur:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Improving Mental Health Screening with Predictive and Generative Modeling of Text Messages
Mot-clé:
Digital Phenotyping
,
Supervised Learning
,
Natural Language Processing
,
Health Informatics
,
Mental Illnesses
, and
Mobile Health
Créateur:
Tlachac, ML
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Sparse Learning in Brain Networks and Brain-like Artificial Intelligence
Mot-clé:
sparse modeling
,
spiking neural network
,
gaussian mixture model
,
spatio-temporal data
,
graphical lasso
, and
spike train
Créateur:
Yin, Hang
Advisor:
Kong, Xiangnan
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Deep Learning Algorithms for System Identification
Mot-clé:
Ordinary Differential Equations
,
Deep Learning
,
Neural Network
,
Generalization Gap
,
System Identification
, and
Neural Network Regularization
Créateur:
Negrini, Elisa
Advisor:
Capogna, Luca
and
Citti, Giovanna
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to Modeling Protein Structure
Créateur:
Narykov, Oleksandr
Advisor:
Korkin, Dmitry
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Optimal Ensembles for Deep Learning: Theory and Practice
Mot-clé:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Créateur:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Éditeur:
Worcester Polytechnic Institute
date créée:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
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PhD Dissertations
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Masters Theses
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Ahani, Narges
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1
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Agu, Emmanuel O.
2
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1
Brown, Donald R.
1
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1
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1
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Agu, Emmanuel O.
2
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1
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1
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Bioinformatics & Computational Biology
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Worcester Polytechnic Institute
54
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https://creativecommons.org/licenses/by-nc/4.0/
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