Selected Publications
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Academic Article
- Analyzing the Impact of Supply-Chain Compromise on BLE Mesh Message Dissemination. The 20-th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing 2026. 2026-07-01
- EvoTS: Evolutionary Transformer Search for Time Series Forecasting. Genetic and Evolutionary Computation Conference. 2026-07-01
- Inkly: A Data-Informed and Context-Aware System for HPC Job Execution. 35th ACM International Symposium on High-Performance Parallel and Distributed Computing. 2026-07-01
- Using Graph Neural Networks for Targeted Attacks in Offline P2P Networks. 2026 11th International Conference on Smart and Sustainable Technologies (SpliTech): SpliTech 2026. 2026-06-01
- Slow-Drift GPS Spoofing in UAV Swarms Using LSTM-Based Sensor Fusion. 2025 3rd International Conference on Foundation and Large Language Models (FLLM). 2026-02-01
- Bridging Gaps in Neurocare: Validation of Fabric as a Sensor (FaaS)TM as a Brainwave Neuro-sensing Technology. Sensing and Biosensors Journal. 50. 2025-12-01
- Toward Open-Source Cloud-Based Visual Machine Learning Platform: A Human-Interface Usability Study. Journal of Information Systems Education. 2025-12-01
- Online Learning for Android Malware Detection under Concept-Drift -- 16th EAI International Conference on Digital Forensics & Cyber Crime. . 2025-11-01
- CG-CANTS-N: A Versatile Graph-Based Framework for Scalable and Adaptive Problem Solving Across Domains. . 2025-08-01
- Automated Identification of Machine Learning Technical Debt Code Comments. 2025 International Conference on Emerging Technologies and Computing (IC_ETC). 2025-06-01
- Machine Learning to Detect, Classify, and Count Blackbirds Damaging Agriculture Using Drone-Based Imagery: Supporting Ai-Driven Automation for Deployment of Damage Management Tools. SSRN. 2025-04-01
- Advancing Privacy Research: A Novel Realistic Persona-Based Dataset. INTERNATIONAL CONFERENCE IN EMERGING TECHNOLOGIES FOR SUSTAINABILITY AND INTELLIGENT SYSTEMS. 2024-03-01
- Continuous Ant-Based Neural Topology Search. Software Impacts. 2024-03-01
- Backpropagation-free 4D continuous ant-based neural topology search. Applied Soft Computing. 2023-11-01
- An Analysis of Generative AI in Computing Education. Americas Conference on Information Systems (AMCIS) 2023. 2023-08-01
- Artificial intelligence for automated detection of large mammals creates path to upscale drone surveys. Nature Scientific Reports. 13. 2023-01-01
- Distinguishing human-written and ChatGPT-generated text using machine learning. 2023 Systems and Information Engineering Design Symposium (SIEDS). 154. 2023-01-01
- Mobile Health Text Misinformation Identification Using Mobile Data Mining. International Journal of Mobile Devices, Wearable Technology, and Flexible Electronics. 12:1-14. 2022-10-01
- A Self-Reconfigurable System for Mobile Health Text Misinformation Detection -- 2022 IEEE International Conference on Electro Information Technology (eIT). IEEE. 242-247. 2022-05-01
- Addressing Tactic Volatility in Self-Adaptive Systems Using Evolved Recurrent Neural Networks and Uncertainty Reduction. -- GECCO 2022. . 2022-01-01
- A Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution -- EvoStar 2021. . 2021-01-01
- Continuous Ant-Based Neural Topology Search -- EvoStar 2021. . 2021-01-01
- Improving Neuroevolution Using Island Extinction and Repopulation -- EvoStar 2021. . 2021-01-01
- A Hybrid Method of Face Feature Extraction, Classification Based on MLBP and Layered-Recurrent Network. Traitement du Signal. 37:555-561. 2020-10-01
- Long Term Predictions of Coal Fired Power Plant Data Using Evolved Recurrent Neural Networks.. Automatisierungstechnik. 2020-02-01
- An Empirical Exploration of Deep Recurrent Connections and Memory Cells Using Neuro-Evolution. -- EvoStar 2020. . 2020-01-01
- Ant-based Neural Topology Search (ANTS) for Optimizing Recurrent Networks -- EvoStar 2020. . 2020-01-01
- Improving Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation -- GECCO 2020. . 2020-01-01
- NeuroEvolutionary Transfer Learning Through Structural Adaptation -- EvoStar 2020. . 2020-01-01
- A test bed for measuring UAV servo reliability. MDPI Aerospace.. MDPI Aerospace. 6:96. 2019-09-01
- Evolving Recurrent Neural Networks for Time Series Data Prediction of Coal Plant Parameters -- The 22nd International Conference on the Applications of Evolutionary Computation (EvoStar: EvoApps 2019). . 2019-01-01
- Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution -- The Genetic and Evolutionary Computation Conference (GECCO 2019). . 2019-01-01
- Is Adaptivity a Core Property of Intelligent Systems? It Depends -- 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2019). . 2019-01-01
- Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration.. Applied Soft Computing. 73:969-991. 2018-12-01
- A General Model Based Engineering Approach To MRO Business Software Applications Using Acme -- AIAA/IEEE Digital Avionics Systems Conference 2018. . 2018-01-01
- A Location-Based Service Using a Server-Side Geographical Database -- 2018 Midwest Instruction and Computing Symposium. . 2018-01-01
- A New Software Architecture Style for Hadoop Systems -- IEEE 4th International Conference on Advances in Computing & Communication Engineering (ICACCE 2018). . 2018-01-01
- Dummy Locations for Robust Privacy Preservation of Location-Based Services -- International Conference on Engineering, Technology, and Applied Science 2018. . 2018-01-01
- Using Ant Colony Optimization to Optimize Long Short-Term Memory Recurrent Neural Networks -- The Genetic and Evolutionary Computation Conference 2018. . 2018-01-01
- Abstract: Optimizing LSTM Recurrent Neural Networks Using Ant Colony Optimization to Predict Aircraft Engine Vibration -- The Genetic and Evolutionary Computation Conference 2017. . 2017-01-01
- Using LSTM Recurrent Neural Networks to Predict Excess Vibration Events in Aircraft Engines -- IEEE eScience 2016.. . 2016-01-01
- CGP-CANTS-N: A Versatile Graph-Based Framework for Scalable and Adaptive Problem Solving Across Domains. The Genetic and Evolutionary Computation Conference.
- On the classification of refactoring code reviews. International Conference on Computing and Machine Intelligence.
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Chapter
- CANTS-GP: A Nature-Inspired Metaheuristic for Graph Based Genetic Programs. . 2026-05-01
- Evolving Recurrent Neural Networks with Varying Memory Cell Types -- Deep Neural Evolution – Deep Learning with Evolutionary Computation.. Springer. 438. 2020-01-01
- chapter 10: Location-Based Advertising Using Location-Aware Data Mining -- Applications of Security, Mobile, Analytic and Cloud (SMAC) Technologies for Effective Information Processing and Management.. Engineering Science Reference. 300. 2018-01-01
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Document
- Testing and training data for machine learning models to detect, classify and count blackbirds damaging agriculture using drone-based imagery. USDA, APHIS, WS National Wildlife Research Center. 2026-02-01
- Nature-inspired Topology Optimization Of Recurrent Neural Networks.. RIT. 2020-01-01
- Using Long-short-term-memory Recurrent Neural Networks to Predict Aviation Engine Vibrations.. ProQuest. 2017-01-01