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2. CLUSTERING AND CONNECTIVITY PROBLEMS IN COMPLEX NETWORKS

open_access
Open Access
Author:
Raghavan, Ushanandini
Title:
CLUSTERING AND CONNECTIVITY PROBLEMS IN COMPLEX NETWORKS
Graduate Program:
Industrial Engineering
Keywords:
networks
social networks
community detection
wireless sensor networks
clustering
connectivity
File:
Download Raghavan-Dissertation.pdf
Committee Members:
Soundar Kumara, Committee Chair/Co-Chair
Reka Z Albert, Committee Chair/Co-Chair
Dennis Kon Jin Lin, Committee Member
Tao Yao, Committee Member
Arvind Rangaswamy, Committee Member

3. NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS

open_access
Open Access
Author:
Sung, Yi Shan
Title:
NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS
Graduate Program:
Industrial Engineering
Keywords:
network analytics
machine learning
healthcare analytics
online social networks
dominance attribute
community detection
provider order recommendation system
length of stay
remaining length of stay
classification
prediction
File:
Download phd_thesis_yishan.pdf
Committee Members:
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Tao Yao, Committee Member
Reka Z Albert, Outside Member
Kamesh Madduri, Outside Member
LiYing Cui, Special Member

4. Problems of Discrete Inference with Noisy or Incomplete Data

open_access
Open Access
Author:
Hehir, Jonathan
Title:
Problems of Discrete Inference with Noisy or Incomplete Data
Graduate Program:
Statistics (PHD)
Keywords:
differential privacy
community detection
spectral clustering
distinct counting
data sketching
File:
Download hehir-dissertation.pdf
Committee Members:
Bing Li, Professor in Charge/Director of Graduate Studies
David Hunter, Major Field Member
Xiaoyue Niu, Dissertation Advisor
Aleksandra Slavkovic, Chair & Dissertation Advisor
Daniel Kifer, Outside Unit & Field Member

5. Essays on Stakeholder Networks in Marketing

open_access
Open Access
Author:
Schmid, Franziska
Title:
Essays on Stakeholder Networks in Marketing
Graduate Program:
Business Administration (PHD)
Keywords:
social networks
business-to-business sales
community detection
social media
File:
Download Dissertation_FranziskaSchmid.pdf
Committee Members:
J. Andrew Petersen, Chair & Dissertation Advisor
Stefan Wuyts, Major Field Member
Arvind Rangaswamy, Major Field Member
Brent Ambrose, Program Head/Chair
Bruce Desmarais, Outside Unit, Field & Minor Member