Winners of 2024-25 ECE Research Symposium Announced

October 7, 2024

The Department of Electrical and Computer Engineering would like to announce the winners of its 2024-25 ECE Research Symposium, held September 25, 2024.

 

ECE PhD student, Sultan Mohammad Manjur won first place for his presentation “Detecting Seafloor Gas Seeps in Multibeam Echosounder Images with an Attention-Guided Convolutional Neural Network.”

 

 

 

 

Abdelmoula El Yazizi won second place for his presentation “Comparison of D-Wave Quantum Annealing and Markov Chain Monte Carlo for Sampling from a Probability Distribution of a Restricted Boltzmann Machine.”

 

 

 

 

Hossein Mohammadi won third place for his presentation “AI-Assisted Network Slicing in O-RAN Architecture Using Federated Learning.”

 

 

 

Congratulations to all students for your work and presentations. Thank you to the faculty and staff serving as mentors in their research work.

 

Full list of presentations:

Managing Equality and Equity in Load Shedding for Wildfire Mitigation     Authors: Fasiha Zainab, Dr. Yong Fu

Multi-Criteria Distribution Energy Management Considering Consumer Behavior     Authors: Komal Naz, Dr. Yong Fu

HRSpecNet: Deep Learning Based High-Resolution Time Frequency Analysis      Authors: Sabyasachi Biswas, Dr. Ali Cafer Gürbüz

Learning Optimal Binary Color Filter Arrays with Trainable Hard Thresholding      Authors: Cemre Ömer Ayna, Dr. Bahadır Kürşat Güntürk, Dr. Ali Cafer Gürbüz

Detecting Seafloor Gas Seeps in Multibeam Echosounder Images with an Attention-Guided Convolutional Neural Network      Authors: Sultan Mohammad Manjur, Dr. Adam Skarke, Dr. Ali Cafer Gürbüz

AI-Assisted Network Slicing in O-RAN Architecture Using Federated Learning      Authors: Hossein Mohammadi, Dr. Vuk Marojevic

Comparison of D-Wave Quantum Annealing and Markov Chain Monte Carlo for Sampling from a Probability Distribution of a Restricted Boltzmann Machine      Authors: Abdelmoula El Yazizi, Dr. Samee U. Khan, Dr. Yaroslav Koshka

Data-priority Aware Fair Task Scheduling for Stream Processing at the Edge      Authors: Faiza Akram, Dr. Peng Kang, Dr. Palden Lama, Dr. Samee U. Khan

Advancing Invasive Aquatic Plant Classification Through Deep Learning and Cost-Effective Hardware      Authors: Swarup Bhattarai, Dr. Sathish Samiappan, Dr. Gray Turnage, Daniel McCraine, Max Gebhart

Secure Authentication of Digitally Recorded Media in the Age of Deepfakes      Author: Eric Scott Sisson Jr.

 

Many thanks to Drs. Jenny Du, Masoud Karimi, Yu Luo, and Prateek Shantharama, who served as symposium judges.

The Department of Electrical and Computer Engineering at Mississippi State University consists of 27 faculty members (including seven endowed professors), seven professional staff, and over 700 undergraduate and graduate students, with approximately 100 being at the Ph.D. level. With a research expenditure of over $14.24 million, the department houses the largest High Voltage Laboratory among North American universities.