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Degree Recipients
- Name: Ahmadvand, Ali
Advisor: Eugene Agichtein
- Name: Gero, Zelalem
Advisor: Joyce C Ho
- Name: Karisani, Payam
Advisor: Li Xiong
- Name: Katebijahromi, Nasim
Advisor: Gari D Clifford
Dissertation:Detection of Adverse Events in Pregnancy Using a Low-Cost 1D Doppler Ultrasound Signal
- Name: Ma, Jing
Advisor: Joyce C Ho
Dissertation:Federated Tensor Factorization for Collaborative Health Data Analytics
- Name: Mobadersany, Pooya
Advisor: Lee Cooper
Dissertation:Predicting Time-to-Event and Clinical Outcomes from High-Dimensional Unstructured Data
- Name: Onken, Derek
Advisor: Lars Ruthotto
Dissertation:Optimal Control Approaches for Designing Neural Ordinary Differential Equations
- Name: Ren, Yifei
Advisor: Li Xiong
- Name: Sotoodeh, Mani
Advisor: Joyce C Ho
Dissertation:Crowdsourcing and Semi Supervised Learning for Detection and Prediction of Hospital Acquired Pressure Ulcer Injury
- Name: Su, Kenong
Advisor: Hao Wu
Dissertation:Statistical Modeling and Learning in Single Cell RNA Sequencing Data
- Name: Tabaie, Azade
Advisor: Rishi Kamaleswaran
- Name: Tageldin, Mohamed Amgad Elsayed Ahmed
Advisor: Lee Cooper
- Name: Tahmasebian, Farnaz
Advisor: Li Xiong
Dissertation:Robust Crowdsourcing and Federated Learning under Poisoning Attacks
- Name: Tang, Pengfei
Advisor: Li Xiong
- Name: Zhang ,Lei
Advisor: Ymir Vigfusson
- Name: Zhang, Qiuchen
Advisor: Li Xiong
Dissertation:Differentially Private Deep Learning
- Name: Dias Lima Gramacho, Sergio Luis
Advisor: Avani Wildani
Dissertation:Autonomic Formation of Large Scale Wireless Mesh Networks
- Name: Nasiri Ghosheh Bolagh, Samaneh
Advisor: Gari D Clifford
Dissertation:Generalizable Machine Learning Methods for Electrophysiology
- Name: Shin, Bonggun
Advisor: Joyce C Ho
Dissertation:Deep Learning Approaches Towards Computerized Drug Discovery
- Name: Valderrama Cuadros, Camilo Ernesto
Advisor: Gari D Clifford
Dissertation:A framework for gestational development tracking using 1D-Doppler ultrasound signals in rural Guatemal
- Name: Harati, Sahar
Advisor: Shamim Nemati
Dissertation:Machine Learning Methods for Quantification of Depression Severity and Prediction of Recovery Trajectory using Longitudinal Video and Audio Data, with Applications to Deep Brain Stimulation Treatment
- Name: Rossetti, Blair
Advisor: James Nagy
Dissertation:Bioimage Informatics in the Big Data Era: Algorithms for High-Dimensional Spectral, Volumetric, and Temporal Image
- Name: Yousefi, Safoora
Advisor: Lee Cooper
Dissertation:Neural Networks for Cancer Survival Analysis Using High-Dimensional Data
- Name: Garvey, Clarissa
Advisor: James Nagy
Dissertation:Truncated Singular Value Decomposition Approximation for Structured Matrices via Kronecker Product Summation Decomposition
- Name: Sun, Xiaobo
Advisor: Zhaohui Qin
Dissertation:The Applications of Big Data Analytics and Machine Learning in Managing, Processing and Analyzing Big Omics Data
- Name: Xu, Tianlei
Advisor: Zhaohui Qin and Hao Wu
Dissertation:Statistical and Machine Learning Methods in the Studies of Epigenetics Regulation
- Name: Chen, Li
Advisor: Zhaohui Qin and Hao Wu
Dissertation:Statistical and Informatics Methods for Analyzing Next Generation Sequencing Data
- Name: Chien, Jung-Ting
Advisor: Mary Galinski and Zhaohui Qin
Dissertation:An application of DIKW Model in Malaria Systems Biology Study: From NGS Data to Disease Progression Insight
- Name: Garcia Ulloa, Daniel
Advisor: Li Xiong and Vaidy Sunderam
Dissertation:Task Recommendation and Information Fusion in Spatial Crowdsourcing
- Name: Jurczyk, Tomasz
Advisor: Jinho Choi
Dissertation:Improving Question Answering by Bridging Linguistics: Structures and Statistical Learning
- Name: Li, Haoran
Advisor: Li Xiong
Dissertation:Differentially Private Data Release and Analytics
- Name: Liu, Jinfei
Advisor: Li Xiong
Dissertation:Fast and Adaptive Algorithms for Skyline Computation
- Name: Nalisnik, Michael
Advisor: Lee Cooper
Dissertation:Scalable Computational Pathology: From Interactive to Deep Learning
- Name: Pournajaf, Layla
Advisor: Li Xiong and Vaidy Sunderam
Dissertation:Privacy-Aware task Management for Mobile Crowd Sensing
- Name: Savenkov, Denis
Advisor: Eugene Agichtein
Dissertation:Question Answering with User-Generated Content
- Name: Xiao, Yonghui
Advisor: Li Xiong
Dissertation:Protecting Locations of Individual Movement under Temporal Correlations
- Name: Solomon, Michael
Advisor: Vaidy Sunderam and Li Xiong
Dissertation:Efficient Search and Computation on Encrypted Data with Access Control
- Name: Xu, Xiaofeng
Advisor: Li Xiong
Dissertation:Indexing Moving Objects for Predictive Spatio-Temporal Queries
- Name: Agravat, Sanjay
Advisor: Lee Cooper and Richard Cummings
Dissertation:Bioinformatics Methods and Tools for Glycomics
- Name: Bonomi, Luca
Advisor: Li Xiong
Dissertation:Big Data goes Personal: Privacy and Social Challenges
- Name: Lagun, Dmitry
Advisor: Eugene Atichtein
Dissertation:Modeling User Attention and Interaction on the Web
- Name: Liu, Qiaoling
Advisor: Eugene Agichtein
Dissertation:Improving Usefulness of Community Question Answering Services towards Better Searcher Satisfaction and Question Recommendation
- Name: Przybylinski, Thomas
Advisor: James Lu
Dissertation:New Insights Into the Similarity and Difference of Propositional Models Via Symmetry
- Name: Zheng, Shuai
Advisor: James Lu
Dissertation:Online Learning Based Clinical Information Extraction and Classification
- Name: Aji, Ablimit
Advisor: Fusheng Wang
Dissertation:High Performance Spatial Query Processing for Large Scale Spatial Data Warehousing
- Name: Berisha, Sebastian
Advisor: James Nagy
Dissertation:Inverse Problems in Hyperspectral Imaging
- Name: Denas, Olgert
Advisor: James Taylor
Dissertation:Deep Models for Gene Regulation
- Name: Fan, Liyue
Advisor: Li Xiong
Dissertation:Preserving Individual Privacy in Spatio-Temporal Data Analytics
- Name: Goryczka, Slawek
Advisor: Li Xiong
Dissertation:Secure and Privacy-Preserving Distributed Data Release
- Name: Slawinski, Jaroslaw
Advisor: Vaidy Sunderam
Dissertation:Adaptive approaches to Utility Computing for Scientific Applications
- Name: Wang, Yu
Advisor: Eugene Agichtein
Dissertation:Modeling Temporal Dynamics in User Generated Content
- Name: Yuan, Shuai
Advisor: Zhaohui Qin
Dissertation:Applying Diploid Method to Improve Read-mapping and Analysis Based on NGS Data
- Name: Gardner, James
Advisor: Li Xiong
Dissertation:Privacy Preserving Medical Data Publishing
- Name: Guo, Qi
Advisor: Eugene Agichtein
Dissertation:Modeling Rich Interactions for Web Search Intent Inference, Ranking and Evaluation
- Name: Knepper, Sarah
Advisor: James Nagy
Dissertation:Large-Scale Inverse Problems in Imaging: Two Case Studies
- Name: Siva, Sebastien
Advisor: James J. Lu
Dissertation:Enabling Relational Databases for Effective CSP Solving
- Name: Horesh, Raya
Advisor: Eldad Haber
Dissertation:Numerical Optimization for Transport and Registration Problems
- Name: Jurczyk, Pawel
Advisor: Li Xiong
Dissertation:Towards Scalable and Privacy-Preserving Integration of Distributed Heterogeneous Data