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Start Over Graduate Program Computer Science and Engineering Keyword data mining

1. Exploiting Sparsity, Structure, and Geometry for Knowledge Discovery

open_access
Open Access
Author:
Chatterjee, Anirban
Title:
Exploiting Sparsity, Structure, and Geometry for Knowledge Discovery
Graduate Program:
Computer Science and Engineering
Keywords:
sparse graph embedding
sparse graph partitioning
data mining
sparse linear solvers
File:
Download AnirbanChatterjeeDoctoralThesis.pdf
Committee Members:
Padma Raghavan, Dissertation Advisor/Co-Advisor
Padma Raghavan, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Suzanne Michelle Shontz, Committee Member
Kateryna Dmytrivna Makova, Committee Member

2. Mining and indexing graph databases

open_access
Open Access
Author:
Yuan, Dayu
Title:
Mining and indexing graph databases
Graduate Program:
Computer Science and Engineering
Keywords:
data mining
graph database
query processing
index structure
information retrieval
File:
Download YourName-Dissertation.pdf
Committee Members:
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Zhenhui Li, Committee Member
Jesse Louis Barlow, Committee Member

3. Improving Prediction, Recommendation, and Classification using User-generated Content and Relationships

open_access
Open Access
Author:
Chang, Hau-wen
Title:
Improving Prediction, Recommendation, and Classification using User-generated Content and Relationships
Graduate Program:
Computer Science and Engineering
Keywords:
data mining
location estimation
recommender system
keyword recommendation
text minging
File:
Download hauwen150729.pdf
Committee Members:
Dongwon Lee, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
Dinghao Wu, Committee Member

4. APPLICATIONS OF CLUSTERING ALGORITHMS TO ENTITY RESOLUTION AND HUMAN GENOME VARIATION

open_access
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