Delay Tolerant Networks for Industry 4.0
Jose Garcia, Mevlut A. Demir, Gabriela Ciocarlie, John J. Prevost
Research Publications
Peruse our comprehensive library of books, scholarly journals, and professional publications authored by OCI faculty and student members!
2023
Synthetic ECG Signal Generation using Probabilistic Diffusion Models
Edmond Adib, Amanda Fernandez, Fatemeh Afghah, John J. Prevost
2022
Multimodal explainable AI predicts upcoming speech behavior in adults who stutter
Arun Das, Jeffrey Mock, Farzan Irani, Yufei Huang, Peyman Najafirad (Paul Rad), Edward Golob
Automated Consulting for Cloud Native Architectures
Ashley Rosilier, Mevlut A. Demir, John J. Prevost
FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videos
Sanchita Ghose, John J. Prevost
Soundwise: Synthetic Acoustic Signals from Video Streams for Augmented Human Perception with Deep Learning
Sanchita Ghose
Arrhythmia Classification using CGAN-augmented ECG Signals
Edmond Adib, Fatemeh Afghah, John J. Prevost
2021
Synthetic ECG Signal Generation Using Generative Neural Networks
Edmond Adib, Fatemeh Afghah, John J. Prevost
AI-Augmented Behavior Analysis for Children With Developmental Disabilities: Building Toward Precision Treatment
Shadi Ghafghazi, Amarie Carnett, Leslie Neely, Arun Das, Paul Rad
Efficient Adaptive Importance Sampling Estimation of Time Dependent Probability of Failure with Inspections for Damage Tolerant Aircraft Structures
Nathan Crosby
Explainability with Semantic Concept Composition and Zero-Shot Learning for Anomaly Detection
Nihar Bendre
AI-Augmented Behavior Analysis for Children with Developmental Disabilities: Building Towards Precision Treatment
Shadi Ghafghazi, Amarie Carnett, Leslie Neely, Arun Das, Paul Rad
Performance Evaluation of IMERG GPM Products during Tropical Storm Imelda
Salman Sakib, Dawit Ghebreyesus, Hatim O. Sharif
Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders
Arun Das, Jeffrey Mock, Yufei Huang, Edward Golob, Peyman Najafirad (Paul Rad)
Effect of backdoor attacks over the complexity of the latent space distribution
Henry D. Chacon, Paul Rad
2020
Nonparametrically estimating dynamic bivariate correlation using visibility graph algorithm
Aparna John, Toshikazu Ikuta, Janina D Ferbinteanu, Majnu John
Stuttering Speech Disfluency Prediction using Explainable Attribution Vectors of Facial Muscle Movements
Arun Das, Jeffrey Mock, Henry Chacon, Farzan Irani, Edward Golob, Peyman Najafirad (Paul Rad)
Efficient distributed algorithm for scheduling workload-aware jobs on multi-clouds
Syed Ali Miraftabzadeh, Paul Rad, Mo Jamshidi
COVID-19 Surveillance through Twitter using Self-Supervised Learning and Few Shot Learning
Brandon Lwowski, Peyman Najafirad (Paul Rad)
AutoFoley: Artificial Synthesis of Synchronized Sound Tracks for Silent Videos With Deep Learning
Sanchita Ghose, John J. Prevost
A Privacy-Aware Architecture at the Edge for Autonomous Real-Time Identity Reidentification in Crowds
Syed Ali Miraftabzadeh, Paul Rad, Kim-Kwang Raymond Choo, Mo Jamshidi
Enabling an IoT System of Systems through Auto Sound Synthesis in Silent Video with DNN
Sanchita Ghose, John J. Prevost
Estimation of Dynamic Bivariate Correlation Using a Weighted Graph Algorithm
Majnu John, Yihren Wu, Manjari Narayan, Aparna John, Toshikazu Ikutu, Janina Ferbinteanu
Graph Based Root Cause Analysis in Cloud Data Center
Divyaansh Dandona, Mevlut Demir, John J. Prevost
Improving Applications of Systems of Systems using Ultra Fast Instance Segmentation
Michael DeMoor, John J. Prevost
Temporal Face Embedding as Biometric Tokenization for Decentralized IoT
Syed Ali Miraftabzadeh, Paul Rad, Mo Jamshidi
Improving Financial Time Series Prediction Accuracy Using Ensemble Empirical Mode Decomposition and Recurrent Neural Networks
Henry Daniel Chacón, Emre Kesici, Peyman Najafirad (Paul Rad)
2019
Cooperative unmanned aerial vehicles with privacy preserving deep vision for real-time object identification and tracking
Samuel Henrique Silva, Paul Rad, Nicole Beebe, Kim-Kwang Raymond Choo, Maheshwaran Umapathy
2018
Framework for developing automated infrastructure and software deployment for domain specific research
James Benson
How Well Can Global Precipitation Measurement (GPM) Capture Hurricanes? Case Study: Hurricane Harvey
Ehsan Omranian, Hatim O. Sharif, Ahmad A. Tavakoly
AI Thinking for Cloud Education Platform with Personalized Learning
Paul Rad, Mehdi Roopaei, Nicole Beebe, Mehdi Shadaram, Yoris Au
Learning from Few Samples: A Survey
Nihar Bendre, Hugo Terashima Marín, Peyman Najafirad (Paul Rad)
2017
Distributed Algorithm with Inherent Intelligence for Multi-cloud Resource Provisioning
Seyed Ali Miraftabzadeh, Paul Rad, Mo Jamshidi
Patient Facial Emotion Recognition and Sentiment Analysis Using Secure Cloud with Hardware Acceleration
Alexander D. Torres
2016
Image Enhancement via Cloud Cascade Control Based Sub-Image-Clipped Histogram Equalization
Paul Rad, Sos Agaian, Mehdi Roopaei, Saeed Sedighi
Performance evaluation of cloud object storage for big data
Swanand R. Mhalagi
Cloud robotics: A software architecture: For heterogeneous large-scale autonomous robots
Seyed Ali Miratabzadeh, Nicolas Gallardo, Nicholas Gamez, Karthikpai Haradi, Abhijith R Puthussery, Paul Rad, Mo Jamshidi
Survey of automated software deployment for computational and engineering research
James O. Benson, John J. Prevost, Paul Rad
Benchmarking Bare Metal Cloud Servers for HPC Applications
Paul Rad, Anthony T. Chronopoulos, P. Lama, Parimalram Madduri, Cameron Loader
Efficient Real -Time Mobile Computation in the Cloud Using Containers
S.M. Azharul Karim, John J. Prevost, Paul Rad
2015
Efficient Mobile Computation Using the Cloud
S.M. Azharul Karim, John J. Prevost
