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Author:

Unger, Brandon Michael

Title:

Comprehensive Spatial Query Containment Framework for Minimizing Redundancy

Graduate Program:

Computer Science and Engineering

Keywords:

region query
database
data management
containment framework
auxiliary scope
containment scope
spatial query
nearest neighbor query
reverse nearest neighbor query

File:

Download thesisbunger.pdf

Committee Members:

Wang Chien Lee, Thesis Advisor/Co-Advisor
Wang Chien Lee, Thesis Advisor/Co-Advisor
John Joseph Hannan, Thesis Advisor/Co-Advisor
Daniel Kifer, Thesis Advisor/Co-Advisor

Author:

Zhong, Wei

Title:

DICE: A NONDETERMINISTIC MEMORY ALIGNMENT DEFENSE AGAINST HEAP TAICHI

Graduate Program:

Computer Science and Engineering

Keywords:

heap spraying
allocation granularity
shellcode injection
security

File:

Download Dice.pdf

Committee Members:

Daniel Kifer, Thesis Advisor/Co-Advisor
Sencun Zhu, Thesis Advisor/Co-Advisor

Author:

Montasser, Omar Tayeb

Title:

Predicting Demographics of High-Resolution Geographies

Graduate Program:

Computer Science and Engineering

Keywords:

geotagged social media
geography-based demographics prediction
large-scale supervised learning

File:

Download masters_thesis_final.pdf

Committee Members:

Daniel Kifer, Thesis Advisor/Co-Advisor
C. Lee Giles, Committee Member

Author:

Garg, Mayank

Title:

BATTERY STATE ESTIMATION AND ANOMALY DETECTION USING MACHINE LEARNING

Graduate Program:

Computer Science and Engineering

Keywords:

Battery SOC estimation
Battery anomaly detection
Machine learning
Supervised Learning
Unsupervised Learning

File:

Download Mayank_Garg_MS_Thesis_CSE.pdf

Committee Members:

Daniel Kifer, Thesis Advisor/Co-Advisor
Vasant Gajanan Honavar, Thesis Advisor/Co-Advisor

Author:

Zafeiroudi, Kyriaki

Title:

Automatic Keyphrase Extraction from Scholarly Documents

Graduate Program:

Computer Science and Engineering

Keywords:

keyphrase extraction
PageRank
word embeddings

File:

Download KDZ_MSThesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Daniel Kifer, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Kandimalla, Bharath

Title:

Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

text classification
scholarly big data
text mining
attention model
deep neural networks
word embedding
web of science

File:

Download bharath_mscs_final_thesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Daniel Kifer, Committee Member
Chitaranjan Das, Program Head/Chair