Theses/Dissertations from 2022
Parallel Algorithms For Steiner Forest, Laleh Ghalami
Deep Learning As Native Scientific Workflows In The Modern Swfms - Dataview, Junwen Liu
Adversarial Machine Learning For Advanced Medical Imaging Systems, Xin Li
Interpretable Machine Learning And Applications, Deng Pan
Theses/Dissertations from 2021
Resource Management In Edge Computing Systems, Tayebeh Bahreini
Practical Algorithms For High-Performance Data Storage Systems, Rui Chen
Identifying Biologically Relevant Mechanisms And Biomarkers Using Novel Bioinformatics Methods, Samer Hanoudi
Versatility Of Low-Power Wide-Area Network Applications, Dali Ismail
Methods For Ad Hoc And Conversational Entity Retrieval From Knowledge Graphs, Fedor Nikolaev
Systems Support For Executing Intelligent Services And Deep Learning Algorithms On The Edges, Lanyu Xu
Novel Deep Learning Methods For Medical Applications With Limited Data, Kaiyue Zhou
Theses/Dissertations from 2020
Methods To Integrate Genetic And Clinical Data For Disease Subtyping, Diana Mabel Diaz-Herrera
The Impact Of Auction-Based Knowledge Distribution Mechanisms On Optimization Problem Solving In Complex Dynamic Environments With Cultural Algorithms, Leonard Kinnaird-Heether
Improving Predictive Modeling Via Effective Feature Selection And Representation Learning, Xiangrui Li
Tiling Optimization For Nested Loops On Gpus, Yuanzhe Li
Real-Time Control Over Wireless Networks, Venkata Prashant Modekurthy
Securing Arm Platform: From Software-Based To Hardware-Based Approaches, Zhenyu Ning
Exploring Virtual Worlds With Cultural Algorithms: Ancient Alpena-Amberley Land Bridge, Thomas Joseph Palazzolo
Towards Personalized Medicine: Computational Approaches For Drug Repurposing And Cell Type Identification, Azam Peyvandipour
Low-Power Wide-Area Network Design, Md Mahbubur Rahman
Theses/Dissertations from 2019
Scheduling And Securing Big Data Workflows In The Cloud With Heterogeneous Trusted Execution Environments, Ishtiaq Ahmed
Utilizing Knowledge Bases In Information Retrieval For Clinical Decision Support And Precision Medicine, Saeid Balaneshinkordan
Attention-Based Models For Deep Reinforcement Learning, Elaheh Barati
Effective And Efficient Preemption Placement For Cache Overhead Minimization In Hard Real-Time Systems, John Cavicchio
Deep Learning Beyond Traditional Supervision, Shixing Chen
3d Surface Registration Using Geometric Spectrum Of Shapes, Hajar Hamidian
Machine Learning Methods For The Analysis Of Clinical Conversation, Md Mehedi Hasan
The Use Of Cultural Algorithms To Learn The Impact Of Climate On Local Fishing Behavior In Cerro Azul, Peru, Khalid Kattan
Improving Energy Consumption Of Java Programs, Mohit Kumar
Toward Energy Efficient Systems Design For Data Centers, Bing Luo
Parameter Assignment And Schedulability Analysis For Real-Time Multiframe Task Systems, Bo Peng
Capso: A Multi-Objective Cultural Algorithm System To Predict Locations Of Ancient Sites, Samuel Dustin Stanley
Bundle: Taming The Cache And Improving Schedulability Of Multi-Threaded Hard Real-Time Systems, Corey Tessler
Learning From Heterogeneous Data, Lu Wang
Integrating Heuristics To Support Impact Analysis In Software Evolution, Yibin Wang
Theses/Dissertations from 2018
Scalable And Secure Provenance Querying For Scientific Workflows And Its Application In Autism Study, Fahima Amin Bhuyan
Sofie: Smart Operating System For Internet Of Everything, Jie Cao
Real-Time Guarantees For Wireless Networked Sensing And Control, Yu Chen
Deep Learning Methods For Visual Object Recognition, Zeyad Hailat
3d Face Reconstruction And Emotion Analytics With Part-Based Morphable Models, Hai Jin
Predictable Reliability In Inter-Vehicle Communications, Chuan Li
Qualitative Change Detection Approach For Preventive Therapies, Cristina Mitrea
Learning Convolutional Neural Network For Face Verification, Elaheh Rashedi
Representation Learning With Convolutional Neural Networks, Haotian Xu
System Support For Stream Processing In Collaborative Cloud-Edge Environment, Quan Zhang
Theses/Dissertations from 2017
Network-Based Approaches To Identify The Impacted Genes And Active Interactions, Sahar Ansari
Automated Refinement Of Hierarchical Object Graphs, Mohammad Ebrahim Khalaj
Horizontal And Vertical Integration Of Bio-Molecular Data, Tin Chi Nguyen
Models, Languages, And Algorithms For Scientific Workflow Monitoring And Exception Handling, Dong Ruan
Theses/Dissertations from 2016
Dynamic Privacy Management In Services Based Interactions, Nariman Tm Ammar
User-Centric Power Management For Mobile Operating Systems, Hui Chen
Systems Biology Approaches For The Analysis Of High-Throughput Biological Data, Michele Donato
Automated Negotiation Among Web Services, Khayyam Hashmi
Big Data Management Using Scientific Workflows, Andrii Kashliev
Novel Regression Models For High-Dimensional Survival Analysis, Yan Li
System Support For Energy Efficient Mobile Computing, Youhuizi Li
Improving User Experience In Information Retrieval Using Semantic Web And Other Technologies, Erfan Najmi
Sharing-Aware Resource Management Algorithms For Virtual Computing Environments, Safraz Rampersaud
Novel Machine Learning Methods For Modeling Time-To-Event Data, Bhanukiran Vinzamuri
Theses/Dissertations from 2015
Object Tracking: Appearance Modeling And Feature Learning, Raed Almomani
Evolving Heterogeneous And Subcultured Social Networks For Optimization Problem Solving In Cultural Algorithms, Yousof Gawasmeh
Applications Of Machine Learning In Biology And Medicine, Saied Haidarian Shahri
A Control-Theoretic Design And Analysis Framework For Resilient Hard Real-Time Systems, Pradeep Mahendra Hettiarachchi
Shape Analysis Using Spectral Geometry, Jiaxi Hu
Semantic Web Based Relational Database Access With Conflict Resolution, Fayez Khazalah
Predictable Real-Time Wireless Networking For Sensing And Control, Xiaohui Liu
Resource Management In Cloud And Big Data Systems, Lena Mashayekhy
Efficient Synergistic De Novo Co-Assembly Of Bacterial Genomes From Single Cells Using Colored De Bruijn Graph, Narjes Sadat Movahedi Tabrizi
Efficient Algorithms And Optimizations For Scientific Computing On Many-Core Processors, Kamel Rushaidat
Theses/Dissertations from 2014
The Design, Analysis, & Application Of Multi-Modal Real-Time Embedded Systems, Masud Ahmed
On Ranked Approximate Matching Of Large Attributed Graphs, Mohammad Shafkat Amin
Interference Modeling And Control In Wireless Networks, Xin Che
Algorithms And Tools For Computational Analysis Of Human Transcriptome Using Rna-Seq, Nan Deng
Efficient Allocation And Enforcement Of Interfaces In Compositional Real-Time Systems, Farhana Dewan
Energy Efficiency Analysis And Optimization For Mobile Platforms, Grace Metri
Study On Endurance Of Flash Memory Ssds, Mochan Shrestha
Static Extraction Of Dataflow Communication For Security, Laurentiu Radu Vanciu
Software Power Analysis And Optimization For Power-Aware Multicore Systems, Shinan Wang
Theses/Dissertations from 2013
Fault Management For Service-Oriented Systems, Amal Alhosban
Supporting Text Retrieval Query Formulation In Software Engineering, Sonia Cristina Haiduc
Advanced Optimization Techniques For Monte Carlo Simulation On Graphics Processing Units, Eyad Hailat
Visual Exploration And Information Analytics Of High-Dimensional Medical Images, Darshan Pai
Towards Personalized Medicine Using Systems Biology And Machine Learning, Calin Voichita
Combinatorial Auction-Based Virtual Machine Provisioning And Allocation In Clouds, Sharrukh Zaman
Theses/Dissertations from 2012
Hierarchical multi-label classification for protein function prediction going beyond traditional approaches, Noor Al aydie
Effective semantic-based keyword search over relational databases for knowledge discovery, Sina Fakhraee
A new semantic similarity join method using diffusion maps and long string table attributes, Bilal Hani Hawashin
Bringing To Life An Ancient Urban Center At Monte Albán, Mexico: Exploiting The Synergy Between The Micro, Meso, And Macro Levels In A Complex System, Thaer W. Jayyousi
Querying and managing opm-compliant scientific workflow provenance, Chunhyeok Lim
Systems support for genomics computing in cloud environments, Tung Thanh Nguyen
Differential modeling for cancer microarray data, Omar Odibat
Complex data analytics via sparse, low-rank matrix approximation, Lijun Wang
Location Privacy In Emerging Network-Based Applications, Yong Xi
System support for robust data collection in wireless sensing systems, Guoxing Zhan
Theses/Dissertations from 2011
Post Processing Wrapper Generated Tables For Labeling Anonymous Datasets, Emdad Ahmed