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Dr. Maxwell Omwenga

Cognitive Ground Penetrating Radar (GPR) Deep Reinforcement Learning Edge Computing Subsurface Object Detection Sequential Decision Problems
University of Evansville Computer Science

About

Dr. Maxwell Omwenga is the Program Director of the Department of Computer Science and Engineering at the University of Evansville (UE). With a deep passion for innovation and education, Dr. Omwenga has dedicated his career to advancing the fields of machine learning, cyber-physical systems, and edge computing. Before joining UE, he made significant contributions as a Data Science Researcher with the Networked Intelligence Laboratory at the University of Tennessee at Chattanooga. Dr. Omwenga's expertise and dedication have earned him numerous accolades, including the prestigious Global Scholar Grant in 2024, the ARSAF Grant in 2023, and the Technology Symposium Award in 2019. His research, which has been published in renowned journals and conferences such as the IEEE IoT Journal and the IEEE International Electro Information Technology, focuses on leveraging modeling, simulation, optimization, and machine learning to address real-world complex sequential decision problems. Among his notable works are explorations into cutting-edge technologies, such as Cognitive Ground Penetrating Radar (GPR), where he has significantly advanced subsurface object detection using deep reinforcement learning and edge computing. His publications like "ScanCloud: Holistic GPR Data Analysis for Adaptive Subsurface Object Detection" and "Autonomous Cognitive GPR Based on Edge Computing and Reinforcement Learning" demonstrate his innovative approach to integrating AI with physical systems. In addition to his professional accomplishments, Dr. Omwenga's creative spirit shines through his passion for music. He plays the bass guitar, violin, and congas & bongos, bringing a rhythmic energy to both his work and life. His commitment to the community is evident in his volunteer work at the local community kitchen and his dedication to teaching robotics to elementary school students. Dr. Omwenga's blend of technical expertise, creativity, and community spirit makes him a valuable mentor and leader at UE.

Research Performance Summary

17
Total Papers
58
Total Citations
4
H-Index
2012-2025
Active Research Span

First Recorded Paper

Robust mobile cloud services through offline support

Year: 2012

Citations: 3

Venue: 2012 African Conference for Sofware Engineering and Applied Computing

Latest Recorded Paper

Dimensionality Reduction for Embeddings: A Pattern-Based Approach with Comparative Benchmarks

Year: 2025

Citations: 0

Venue: 2025 6th International Conference on Artificial Intelligence, Robotics and

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
4
2024
2
2023
2
2021
3
2020
1
2019
4
2012
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 11
Journal 1
Book 2

Top Coauthors

Omwenga Liang Huston

Research Impact by Period

2025-2026

Period Stats
Papers 4
Citations 1
Avg. Citations / Paper 0.2
H-Index 1

2020-2024

Period Stats
Papers 8
Citations 34
Avg. Citations / Paper 4.2
H-Index 2

2015-2019

Period Stats
Papers 4
Citations 20
Avg. Citations / Paper 5
H-Index 3

2010-2014

Period Stats
Papers 1
Citations 3
Avg. Citations / Paper 3
H-Index 1

Contact and Professional Links

Contact Information

mo138@evansville.edu
8124882691

Detected Research Keywords

Cognitive Gpr Subsurface Subsurface Object Detection Cognitive Portable Ground Portable Ground Penetrating Autonomous Cognitive Gpr Edge Computing Reinforcement Computing Reinforcement Learning