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Author:

Li, Changying

Title:

SENSOR FUSION MODELS TO INTEGRATE ELECTRONIC NOSE AND SURFACE ACOUSTIC WAVE SENSOR FOR APPLE QUALITY EVALUATION

Graduate Program:

Agricultural and Biological Engineering

Keywords:

probabilistic neural networks
differential evolution
covariance matrix adaptation evolutionary algorith
genetic algorithms
multisensor data fusion
evolutionary algorithms
odor
artificial neural networks
olfaction
gas sensors
artificial nose
zNoseTM
surface acoustic wave sensor
electronic nose
back-propagation neural networks
learning vector quantification networks
principal component analysis
partial least square
discriminant analysis

File:

Download CLIthesis102.pdf

Committee Members:

Paul Heinz Heinemann, Committee Chair/Co-Chair
Virendra Puri, Committee Member
Paul Walker, Committee Member
Devin G Peterson, Committee Member

Author:

Culp, Jonathan

Title:

NON-INTRUSIVE DRIVER DROWSINESS MONITORING VIA ARTIFICIAL NEURAL NETWORKS

Graduate Program:

Mechanical Engineering

Keywords:

RPROP training
driving simulation
artificial neural networks
driver drowsiness
Radial Basis Networks

File:

Download jon_THESIS2.pdf

Committee Members:

Moustafa El Gindy, Thesis Advisor/Co-Advisor
Md Amanul Haque, Thesis Advisor/Co-Advisor

Author:

Goldman, Robert W

Title:

Development of a Rollover-Warning Device for Road Vehicles

Graduate Program:

Mechanical Engineering

Keywords:

vehicle dynamics
fuzzy inference systems
fuzzy logic
neural networks
artificial neural networks
rollover
sensitivity analysis

File:

Download RWGoldman_thesis.pdf

Committee Members:

Barbara E Kulakowski, Committee Chair/Co-Chair
Moustafa El Gindy, Committee Member
Christopher Rahn, Committee Member
Ageliki Elefteriadou, Committee Member

Author:

Vukovic, Vladimir

Title:

Predicting Respiratory Health Symptom Occurrence in Office Building Environments

Graduate Program:

Architectural Engineering

Keywords:

artificial neural networks
perceived environmental quality
BASE benchmark database
indoor air quality
respiratory health symptoms
sick building syndrome

File:

Download VladimirVukovic-Dissertation.pdf

Committee Members:

Dr Jelena Srebric, Dissertation Advisor/Co-Advisor
Jelena Srebric, Committee Chair/Co-Chair
Stanley Allan Mumma, Committee Member
Bohumil Kasal, Committee Member
Leonard J Peltier, Committee Member
Zhengmin Qian, Committee Member

Author:

Oz, Sinan

Title:

DEVELOPMENT OF ARTIFICIAL NEURAL NETWORKS FOR HYDRAULICALLY FRACTURED HORIZONTAL WELLS IN FAULTED SHALE GAS RESERVOIRS

Graduate Program:

Petroleum and Natural Gas Engineering

Keywords:

artificial neural networks
hydraulic fracture
horizontal well
shale gas reservoir

File:

Download MS_Thesis_Sinan_OZ_final2.pdf

Committee Members:

Turgay Ertekin, Thesis Advisor/Co-Advisor

Author:

Ororbia, Alexander Gabriel

Title:

Coordinated Local Learning Algorithms for Continuously Adaptive Neural Systems

Graduate Program:

Information Sciences and Technology

Keywords:

artificial intelligence
artificial neural networks
local learning
neurocognitive
machine learning
lifelong learning

File:

Download ororbia-dissertation-july10-2018.pdf

Committee Members:

C. Lee Giles, Dissertation Advisor/Co-Advisor
C. Lee Giles, Committee Chair/Co-Chair
David Reitter, Committee Member
Vasant Honavar, Committee Member
Daniel Kifer, Outside Member

Author:

Hackett, Timothy Michael

Title:

Applying artificial intelligence to space communications networks: Cognitive real-time link layer adaptations through rapid orbit planning

Graduate Program:

Electrical Engineering

Keywords:

artificial neural networks
neural networks
modulation
encoding
cognitive radio
space communications
machine learning
reinforcement learning
scheduling
block scheduling
demand access scheduling
beacon tone
network simulation
coverage statistics
mean pass time
mean gap time
max gap time
mean passes per day
artificial intelligence
software-defined radio
Deep Space Network

File:

Download Hackett-Dissertation_Final.pdf

Committee Members:

Sven G Bilen, Dissertation Advisor/Co-Advisor
Sven G Bilen, Committee Chair/Co-Chair
Julio Urbina, Committee Member
Viveck Ramesh Cadambe, Committee Member
Mark P Mahon, Outside Member
Alexander M. Wyglinski, Special Member

Author:

Mali, Ankur Arjun

Title:

Theoretically deriving computational limits of Artificial Neural Networks with bounded precision and time

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Turing machine
automata theory
deep neural networks
formal language
recurrent neural network
artificial neural networks
theoretical limits
grammatical inference
state machines
memory augmented neural networks
language modelling

File:

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Committee Members:

C Lee Giles, Chair & Dissertation Advisor
Alexander Ororbia, Special Member
Daniel Kifer, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Mary Beth Rosson, Program Head/Chair
Sharon Huang, Major Field Member