Deep Agent for 5G Network Slicing
My presentation of the work Deep Agent for 5G Network Slicing in Mobicom 2022. I built a deep reinforcement learning agent that observe the available resources in a physical network…
Deep Quantum Routing Agent
My presentation of the work Deep Quantum Routing Agent for ICC 2022. I built a deep reinforcement learning agent that observe the quantum network topology and qubit capacities to route…
Analyzing Engagement in Online Learning
This is the presentation of my work on analyzing students' concentration in online learning for IEEE Big Data 2021. I construct a pipeline that processes video data from webcam. Then,…
Anomaly Detection in Manufacturing
This is my presentation for the work Anomaly Detection in Manufacturing for IntelliSys 2021. I built a deep neural network that detects anomalous periods during operations of a manufacturing system…
Deep Pose Alignment
This is the presentation for my research Deep Pose Alignment for IEEE Big Data 2020. This is one step in our project on an assistant system that captures and display…
Introduction to 5G Network
A short presentation that introduces students in my class to 5G network.
Data Analytics Critical Applications
This is a presentation that summarized my research until 2019. I majorly designed advanced data analytics models for critical applications like cyber security and fintech.
Deep Embedding Kernel
My presentation that I used to defend my dissertation in 2019. My research line back then focused on the Deep Embedding Kernel - a deep architecture that represent a kernel…
Deep KNN
This is my presentation in IEEE Big Data 2018 on my research Deep K-Nearest-Neighbors (Deep KNN). This is a K-Nearest-Neighbors model enhanced by using deep neural networks.
Analyze Reaction to Hurricane IRMA through Tweet Data
We captured tweets originated 250-mile radius near Fort Myers, Florida within a week around the landfall of the disaster. We then performed topic modeling to investigate the consensus reaction to…