Keyword: clustering - Blacklight Search Results

Open Access

Author:: Kare, Nachiket C
Title:: Clustering and classification of images based on salient data points
Graduate Program:: Electrical Engineering
Keywords:: saliency detection
clustering
supervised clustering
File:: Download Nachiket_Kare_Thesis_Final_Draft.pdf
Committee Members:: David Miller, Thesis Advisor/Co-Advisor

Open Access

Author:: Bolden, Mark Patrick
Title:: PROBABILISTIC REAL-TIME DOMAIN AWARENESS LEVERAGING COMPUTER VISION AND COMPUTATIONAL INTELLIGENCE
Graduate Program:: Aerospace Engineering
Keywords:: domain awareness
space domain
space debris
real-time
debris tracking
computer vision
computational intelligence
tactical object tracking
clustering
break-up event tracking
debris cloud tracking
File:: Download MarkBolden_-_Masters_Thesis_20180710.pdf
Committee Members:: David Spencer, Thesis Advisor/Co-Advisor

Open Access

Author:: Huang, Jian
Title:: A Tale of Two Paradigms: Disambiguating Extracted Entities with Applications to a Digital Library and the Web
Graduate Program:: Information Sciences and Technology
Keywords:: entity resolution
cross document coreference
author name disambiguation
clustering
social network analysis
File:: Download JianHuang-Dissertation.pdf
Committee Members:: C. Lee Giles, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Prasenjit Mitra, Committee Member
Jia Li, Committee Member
Qi He, Committee Member

Open Access

Author:: Wang, Xingsheng
Title:: THE EFFECT OF SPATIAL SEGMENTATION ON SAFETY PERFORMANCE FUNCTION MODELING
Graduate Program:: Computer Science
Keywords:: safety performance functions
roadway segmentation
machine learning
Negative Binominal models
coordinate-descent approach
Weighted Absolute Percentage Error
clustering
generalizability of models
File:: Download XingshengWang_Master_Thesis_PSH_final2.pdf
Committee Members:: Jeremy Blum, Thesis Advisor/Co-Advisor
Thang N. Bui, Committee Member
Linda Null, Committee Member
Sukmoon Chang, Committee Member
Omar El Ariss, Committee Member
Hyuntae Na, Committee Member

Open Access

Author:: Kowaleski, Alexander Michael
Title:: Novel Methods for Exploring the Limits of Tropical Cyclone Forecasting
Graduate Program:: Meteorology
Keywords:: tropical cyclones
potential intensity
ensemble forecasts
clustering
File:: Download Kowaleski_Thesis_1027.pdf
Committee Members:: Jenni Evans, Dissertation Advisor/Co-Advisor
Jenni Evans, Committee Chair/Co-Chair
George Spencer Young, Committee Member
Fuqing Zhang, Committee Member
Francesca Chiaromonte, Outside Member

Open Access

Author:: Jha, Manjari
Title:: Probabilistic Techniques for Metagenomic Clustering and Intrusion Detection
Graduate Program:: Electrical Engineering
Keywords:: metagenomics
intrusion detection
clustering
unsupervised
File:: Download ManjariJ_thesis.pdf
Committee Members:: Raj Acharya, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Vishal Monga, Committee Member
Mary Poss, Outside Member

Open Access

Author:: Li, Weiling
Title:: APPLICATIONS OF CLUSTERING ALGORITHMS TO ENTITY RESOLUTION AND HUMAN GENOME VARIATION
Graduate Program:: Computer Science and Engineering
Keywords:: data mining
clustering
entity resolution
crowdsourcing
polymorphic HERV-K
human genome variation
File:: Download Weiling_Li-Dissertation-v1.pdf
Committee Members:: Raj Acharya, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Bhuvan Urgaonkar, Committee Member
Wang-Chien Lee, Committee Member
Mary Poss, Outside Member

Open Access

Author:: Ghalyan, Najah
Title:: Sequential Machine Learning for Decision-Making in Mechanical Systems
Graduate Program:: Mechanical Engineering
Keywords:: symbolic dynamics
Hidden Markov Models
ergodicity
measure-preserving transformations
image classification
fatigue damage
thermoacoustic instabilities
probabilistic finite state automata
time series
bag-of-words
support vector machines
generating partition
quantization
lossy source coding
sliding block source coding
clustering
dynamic programming
Viterbi algorithm
anomaly detection
change point detection
transient change detection
quickest change detection
data-driven modeling
File:: Download PhD_Dissertation_Najah_Ghalyan.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Eric Russell Marsh, Committee Member
Alok Sinha, Committee Member
David Jonathan Miller, Outside Member
William Kenneth Jenkins, Outside Member
Shashi Phoha, Outside Member
Daniel Connell Haworth, Program Head/Chair

Open Access

Author:: Clayman, Scott
Title:: Analyzing Pennsylvania’s Economic Resilience Considering Interdependent Infrastructures and Economic Sectors
Graduate Program:: Computer Science and Engineering
Keywords:: economic
disruption
input-output model
inoperability input-output model
multi-regional inoperability input-output model
I-O model
IIM model
MRIIM model
infrastructure
critical infrastructure
economic resilience
economic sectors
industry sectors
bayesian vector autoregression
network
clustering
centrality
components
GDP
forecasting
vulnerability
File:: Download S._Clayman_-_Master_s_Thesis.pdf
Committee Members:: Mohamad Darayi, Thesis Advisor/Co-Advisor
Raghu Sangwan, Committee Member
Satish Mahadevan Srinivasan, Committee Member
Youakim Badr, Committee Member
Colin Neill, Program Head/Chair

Open Access

Author:: Peters, Travis
Title:: Extrinsic contributions in lead zirconate titanate films: From defects to devices
Graduate Program:: Materials Science and Engineering
Keywords:: ferroelectrics
piezoelectrics
films
clustering
domain mobility
grain boundaries
interfaces
Rayleigh Law
flexoelectric
barrier layer capacitors
microelectromechanical systems
sensing
biomedical monitoring
File:: Download Peters_Dissertation_final.pdf
Committee Members:: John Mauro, Program Head/Chair
Susan Trolier-McKinstry, Chair & Dissertation Advisor
Clive Randall, Major Field Member
Ramakrishnan Rajagopalan, Outside Unit & Field Member
Long-Qing Chen, Major Field Member
Liam Collins, Special Member

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