Data Science Tutorial

• Build a Simple Neural Network using Numpy
• Build a Simple Neural Network using PyTorch
• How to Predict High Growing Customer?
• Speaker Prediction Using Time-Series Vowel Utterance Data
• Handwritten Digit Classification from Covid-19 Screening Form
• Image Classification using GluonCV-Pretrained Network
• Image Classification using GluonCV-Custom Network
• Object Detection using GluonCV
• Image Segementation using GluonCV

Presentation/Talk

• Detecting DoS Attack in Smart Home IoT Devices Using a Graph-Based Approach, 2019 IEEE Big Data Conference, Los Angeles, CA, Dec-2019
• Detecting Spam Tweets in Trending Topics Using Graph-Based Approach, Future Technology Conference, San Fransisco, CA - 2019
• Detecting the Onset of a Network Layer DoS Attack with a Graph-Based Approach, FLAIRS-32, Sarasota, FL - 2019
• Anomaly Detection of Elderly Patient Activities in Smart Homes, International Conference on Data Science, Las Vegas, NV- 2018
• Cognitive Health Prediction on the Elderly Using Sensor Data in Smart Homes, FLAIRS-31, Marco Island, FL, 2017
• Detection of Anomalous Activity in Diabetic Patients, FLAIRS-30, Marco Island, FL - 2017
• How to use GBAD?

Research Posters

• SNAPSKETCH: Network Representation Approach for Anomaly Detection in Dynamic Network, RSA Security Conference, 2020

• An Approach For Concept Drift Detection in a Graph Stream Using a Discriminative Subgraph, Student Research and Creative Inquiry, 2019

• Mining Heterogeneous Graph for Patterns and Anomalies, Student Research and Creative Inquiry, 2018