Hello, I'm Dr. Sai Deepthi Yeddula
I'm an Assistant Professor, with the research focus in Data Science, Machine Learning, Deep Learning, and Data Mining.
Skills
Projects
Data-Driven Road Safety: Accurate Traffic Accidents Hotspot Prediction
Using the latest Temporal Convolutional Networks on NHTSA data, we've set a new standard in traffic accident trend analysis, pinpointing risk areas with high accuracy in USA.
Predicting Crop Yields in the United States by Integrating Deep Learning with GIS
A deep learning framework in Python that predicts crop yields across the U.S. with precision, drawing on over 16 years of remote sensing data and harnessing deep Gaussian Process.
Data Science in Healthcare - Disease Prediction based on patient's 24-hour ICU data
Evaluated the performance of ensemble methods to predict the patient’s health based on his/her 24-hour Intensive Care Unit data using Machine Learning algorithms.
Publications
Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach
Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach
Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach
Sai Deepthi Yeddula, Chen Jiang, Bo Hui, Wei-Shinn Ku
Poster Research Paper, ACM SIGSPATIAL 2023
A Novel Quadtree-Based Genetic Programming Search for Searchable Encryption Optimization
Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach
Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach
Po-Wei Harn, Bo Hui, Sai Deepthi Yeddula, Libo Sun, Min-Te Sun, Wei-Shinn Ku
Poster Research Paper, GECCO Companion 2023
IGRP: Iterative Gradient Rank Pruning for Finding Graph Lottery Ticket
Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach
Location-based Alert System Using Searchable Encryption with Hilbert Curve Encoding
Po-Wei Harn, Sai Deepthi Yeddula, Bo Hui, Jie Zhang, Libo Sun, Min-Te Sun, Wei-Shinn Ku
Full Research Paper, IEEE BigData 2022
Location-based Alert System Using Searchable Encryption with Hilbert Curve Encoding
Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach
Location-based Alert System Using Searchable Encryption with Hilbert Curve Encoding
Po-Wei Harn, Sai Deepthi Yeddula, Libo Sun, Min-Te Sun, Wei-Shinn Ku
Full Research Paper, IEEE BigData 2022