Dissertations from 2021
Machine Learning of Scientific Events: Classification, Detection, and Verification, Azim Ahmadzadeh
Machine Learning Methods for Effectively Discovering Complex Relationships in Graph Data, Thosini K. Bamunu Mudiyanselage
Detection and Prediction of Distributed Denial of Service Attacks using Deep Learning, Christopher Freas
Bioinformatics Methods For Studying Intra-Host and Inter-Host Evolution Of Highly Mutable Viruses, Pelin Burcak Icer
Methods for Viral Intra-Host and Inter-Host Data Analysis for Next-Generation Sequencing Technologies, Sergey Knyazev
GRAPH MINING AND ITS APPLICATIONS IN ONLINE SOCIAL NETWORKS, Xueting Liao
Algorithms for analysis of next-generation viral sequencing data, Andrii Melnyk
Visual Analytics Of Sports Data, Shiraj Pokharel
Data Efficient Learning: Towards Reducing Risk and Uncertainty of Data Driven Learning Paradigm, Krishanu Sarker
Network Function Virtualization Service Delivery In Future Internet, Danyang Zheng
Privacy Preservation & Security Solutions in Blockchain Network, Saide Zhu
Dissertations from 2020
Advances in Deep Learning through Gradient Amplification and Applications, Sunitha Basodi
Biomedical Data Classification with Improvised Deep Learning Architectures, Heta Desai
Time Series Mining: Shapelet Discovery, Ensembling, and Applications, Soukaina Filali Boubrahimi
Learning Interpretable Features of Graphs and Time Series Data, Shah Muhammad Hamdi
Deep Functional Mapping For Predicting Cancer Outcome, A.K.M. Kamrul Islam
EDUCATION RESEARCH USING DATA MINING AND MACHINE LEARNING WITH COMPUTER SCIENCE UNDERGRADUATES, William Gregory Johnson
Clustering of Time Series Data: Measures, Methods, and Applications, Ruizhe Ma
Deep Architectures for Visual Recognition and Description, Anuja Perunninakulath Parameshwaran
Privacy Preserving User Data Publication In Social Networks, Madhuri Siddula
A Large Scale Deep Learning Application for Protein Structure Prediction and Analysis, Chinua Umoja
Methods for Improving Time and Accuracy in Deep Learning and Its Applications, Xueli Xiao
Dissertations from 2019
Enterprise Data Mining & Machine Learning Framework on Cloud Computing for Investment Platforms, Narasimharao V. Casturi
Collaborative Edge Computing in Mobile Internet of Things, Ravishankar Chamarajnagar
Multicast Aware Virtual Network Embedding in Software Defined Networks, Evrim Guler
Game Theory Based Privacy Protection for Context-Aware Services, Yan Huang
TOWARDS AI-ASSISTED DISEASE DIAGNOSIS: LEARNING DEEP FEATURE REPRESENTATIONS FOR MEDICAL IMAGE ANALYSIS, Jyoti Islam
High Performance Frequent Subgraph Mining on Transactional Datasets, Bismita Jena
A New Scalable, Portable, and Memory-Efficient Predictive Analytics Framework for Predicting Time-to-Event Outcomes in Healthcare, Ramesh Manyam
Animating Predator and Prey Fish Interactions, Sahithi Podila
Dissertations from 2018
A Heterogeneous High Performance Computing Framework For Ill-Structured Spatial Join Processing, Danial Aghajarian
Incentive Mechanism Design in Mobile Crowdsensing Systems, Zhuojun Duan
Privacy Preserving Data Publishing, Zaobo He
Service Function Graph Design And Embedding In Next Generation Internet, Maryamsadat Jalalitabar
Sparse Coding for Event Tracking and Image Retrieval, Dustin J. Kempton
PRIVACY LEAKAGE THROUGH SENSORY DATA ON SMART DEVICES, Yi Liang
Manual and Automatic Translation From Sequential to Parallel Programming On Cloud Systems, Bing Li
Data Collection and Aggregation in Mobile Sensing, Ji Li
Assembly, quantification, and downstream analysis for high trhoughput sequencing data, Igor Mandric
Enhancing Automatic Annotation for Optimal Image Retrieval, Mohamed Masoud
Computational Complexity And Algorithms For Dirty Data Evaluation And Repairing, Dongjing Miao
Privacy-Preserved Linkable Social-Physical Data Publication, Xu Zheng
Dissertations from 2017
Methods for Viral Population Analysis, Alexander Artyomenko
Discovery of Spatiotemporal Event Sequences, Berkay Aydin
SiMAMT: A Framework for Strategy-Based Multi-Agent Multi-Team Systems, Dennis Michael Franklin
Analysis of NGS Data from Immune Response and Viral Samples, Ekaterina Gerasimov
INFLUENCE ANALYSIS TOWARDS BIG SOCIAL DATA, Meng Han
Handling Inconsistency in Knowledge Bases, Badrinath Jayakumar
Towards Data-driven Simulation Modeling for Mobile Agent-based Systems, Nicholas Aiden Keller
FULL-VIEW COVERAGE PROBLEMS IN CAMERA SENSOR NETWORKS, Chaoyang Li
An Automated System for the Assessment and Ranking of Domain Ontologies, Melinda H. McDaniel
Machine Learning Methods for Finding Textual Features of Depression from Publications, Zhibo Wang
SEQUENTIAL MONTE CARLO BASED DATA ASSIMILATION FRAMEWORK AND TOOLKIT FOR DYNAMIC SYSTEM SIMULATIONS, Peisheng Wu
Dissertations from 2016
Distributed Graph Storage And Querying System, Janani Balaji
Building Robust Distributed Infrastructure Networks, Brendan Benshoof
Computational Methods for Sequencing and Analysis of Heterogeneous RNA Populations, Olga Glebova
TEXT AND SPATIAL-TEMPORAL DATA VISUALIZATION, Xi He
DECENTRALIZED CONVEX OPTIMIZATION FOR WIRELESS SENSOR NETWORKS, Goutham Kamath
Content Dissemination in Mobile Social Networks, Chenguang Kong
Multi Domain Semantic Information Retrieval Based on Topic Model, Sanghoon Lee
Data Dissemination And Information Diffusion In Social Networks, Guoliang Liu
Data Assimilation for Spatial Temporal Simulations Using Localized Particle Filtering, Yuan Long
Privacy Preserving Data Mining For Horizontally Distributed Medical Data Analysis, Yunmei Lu
BUILDING OCCUPANCY SIMULATION AND DATA ASSIMILATION USING A GRAPH BASED AGENT ORIENTED MODEL, Sanish Rai
Towards a Framework for DHT Distributed Computing, Andrew Rosen
Real-time In-situ Seismic Tomography in Sensor Network, Lei Shi
On Cyber-Physical Security of Smart Grid: Data Integrity Attacks and Experiment Platform, Song Tan
Methods for Differential Analysis of Gene Expression and Metabolic Pathway Activity, Yvette Charly B. Temate Tiagueu
Modern Computing Techniques for Solving Genomic Problems, Ning Yu
In-situ Data Analytics In Cyber-Physical Systems, Liang Zhao
Dissertations from 2015
Searching Genome-wide Disease Association Through SNP Data, Xuan Guo
Towards a Virtualized Next Generation Internet, Qian Hu
Enhanching Security in the Future Cyber Physical Systems, Kebina Manandhar
Efficient Parallel and Distributed Algorithms for GIS Polygon Overlay Processing, Satish Puri
Management of Spectral Resources in Elastic Optical Networks, Sunny Shakya
Data Aggregation Scheduling in Wireless Networks, Mingyuan Yan
Dynamic Ensemble Selection with Regional Expertise, Yun Zhu
Dissertations from 2014
Optimization Techniques For Next-Generation Sequencing Data Analysis, Adrian Caciula
Activity-Aware Sensor Networks for Smart Environments, Debraj De
Ontology-based Search Algorithms over Large-Scale Unstructured Peer-to-Peer Networks, Rasanjalee Dissanayaka Mudiyanselage
Integrating Fuzzy Decisioning Models With Relational Database Constructs, Erin-Elizabeth A. Durham
Row Compression and Nested Product Decomposition of a Hierarchical Representation of a Quasiseparable Matrix, Mary Hudachek-Buswell
Algorithms for Viral Population Analysis, Nicholas Mancuso
Visualizing Spatio-Temporal data, Ayush Shrestha
Data Assimilation for Agent-Based Simulation of Smart Environment, Minghao Wang
Data Assimilation Based on Sequential Monte Carlo Methods for Dynamic Data Driven Simulation, Haidong Xue
HIV Drug Resistant Prediction and Featured Mutants Selection using Machine Learning Approaches, Xiaxia Yu
Maximum Energy Subsampling: A General Scheme For Multi-resolution Image Representation And Analysis, Yanjun Zhao
Dissertations from 2013
Scientific High Performance Computing (HPC) Applications On The Azure Cloud Platform, Dinesh Agarwal
A Framework for Discovery and Diagnosis of Behavioral Transitions in Event-streams, Arash Akhlaghi
Real-time Physics Based Simulation for 3D Computer Graphics, Xiao Chen
Coronary Artery Calcium Quantification in Contrast-enhanced Computed Tomography Angiography, Abinashi Dhungel
Maintaining Integrity Constraints in Semantic Web, Ming Fang
Data Collection and Capacity Analysis in Large-scale Wireless Sensor Networks, Shouling Ji
A Classification Framework for Imbalanced Data, Piyaphol Phoungphol
Viral Quasispecies Reconstruction Using Next Generation Sequencing Reads, Bassam A. Tork
Collaborative Communication And Storage In Energy-Synchronized Sensor Networks, Mingsen Xu