| 2020 | CogSIMA | Distributed Multi-Objective Cooperative Coevolution Algorithm for Big-Data-Enabled Vessel Schedule Recovery Problem. | Fatemeh Cheraghchi, Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Bijan Raahemi, Emil M. Petriu |
| 2019 | AVSS | Multi-Component Spatiotemporal Attention and its Application to Object Detection in Surveillance Videos. | Roman Palenychka, Rami S. Abielmona, Francesco Rea, Emil M. Petriu |
| 2019 | FUSION | Optimizing Maritime Vessel Service Time with Adaptive Quay Crane Deployment Through Level 4 Hard-Soft Information Fusion. | Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu |
| 2019 | GECCO | A mixed framework to support heterogeneous collection asset scheduling. | Jean Berger, Moufid Harb, Ibrahim Y. Abualhaol, Alexander Teske, Rami S. Abielmona, Emil M. Petriu |
| 2018 | AI | Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations. | Ashwin Panchapakesan, Rami S. Abielmona, Rafael Falcon, Emil M. Petriu |
| 2018 | CEC | A Graph-based Genetic Algorithm to Solve the Virtual Constellation Multi-Satellite Collection Scheduling Problem. | Jean Berger, Emmanuel Giasson, Mihai Florea, Moufid Harb, Alexander Teske, Emil M. Petriu, Rami S. Abielmona, Rafael Falcon, Nassirou Lo |
| 2018 | CogSIMA | Automatic Identification of Maritime Incidents from Unstructured Articles. | Alexander Teske, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu |
| 2018 | IJCNN | Mining Port Congestion Indicators from Big AIS Data. | Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu |
| 2017 | CogSIMA | Soft-data-driven resource management for concurrent maritime security operations. | Alex Plachkov, Voicu Groza, Diana Inkpen, Emil M. Petriu, Rami S. Abielmona, Moufid Harb, Rafael Falcon |
| 2017 | CogSIMA | Maritime smuggling detection and mitigation using risk-aware hybrid robotic sensor networks. | Nicolas Primeau, Rami S. Abielmona, Rafael Falcon, Emil M. Petriu |
| 2017 | DCOSS | Continuous Risk-Aware Response Generation for Maritime Supply Chain Disruption Mitigation. | Nicolas Primeau, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu |
| 2016 | CEC | Feature selection and neural network architecture evaluation for real-time video object classification. | Phillip Curtis, Moufid Harb, Rami S. Abielmona, Emil M. Petriu |
| 2016 | CEC | Reliable multiple robot-assisted sensor relocation using multi-objective optimization. | Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu |
| 2016 | GECCO | Automatic Course of Action Generation using Soft Data for Maritime Domain Awareness. | Alex Plachkov, Rami S. Abielmona, Moufid Harb, Rafael Falcon, Diana Inkpen, Voicu Groza, Emil M. Petriu |
| 2015 | CEC | A multi-objective optimization approach to Reliable Robot-Assisted Sensor Relocation. | Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu |
| 2015 | CogSIMA | Risk-driven intent assessment and response generation in maritime surveillance operations. | Rafael Falcon, Rami S. Abielmona, Sean Billings |
| 2014 | CEC | Vessel track correlation and association using fuzzy logic and Echo State Networks. | Hang Shao, Nathalie Japkowicz, Rami S. Abielmona, Rafael Falcon |
| 2014 | CogSIMA | Textual risk mining for maritime situational awareness. | Amir Hossein Razavi, Diana Inkpen, Rafael Falcon, Rami S. Abielmona |
| 2014 | FUSION | Behavioral learning of vessel types with fuzzy-rough decision trees. | Rafael Falcon, Rami S. Abielmona, Erik Blasch |
| 2014 | GECCO | On the role of multi-objective optimization in risk mitigation for critical infrastructures with robotic sensor networks. | Jamieson McCausland, Rami S. Abielmona, Rafael Falcon, Ana-Maria Cretu, Emil M. Petriu |
| 2014 | SOFA | Vessel Tracking and Anomaly Detection Using Level 0/1 and High-Level Information Fusion Techniques. | Rami S. Abielmona, Rafael Falcon, Paris W. Vachon, Voicu Groza |
| 2013 | CEC | A python-based design-by-contract evolutionary algorithm framework with augmented diagnostic capabilities. | Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu |
| 2013 | CEC | Dynamic white-box software testing using a recursive hybrid evolutionary strategy/genetic algorithm. | Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu |
| 2012 | CEC | A response-aware risk management framework for search-and-rescue operations. | Rafael Falcon, Rami S. Abielmona |
| 2009 | IJCNN | Speed control of a mobile robot using neural networks and fuzzy logic. | Moufid Harb, Rami S. Abielmona, Emil M. Petriu |
| 2008 | IJCNN | Neural control system of a mobile robot. | Moufid Harb, Rami S. Abielmona, Emil M. Petriu, Kamal Naji |
| 2007 | SACI | Tree-In-Motion Mapping: A Multi-Agent Solution for Environment Monitoring. | Rami S. Abielmona, Emil M. Petriu, Voicu Groza |
| 2004 | CIT | Implementation of Embedded Cores-Based Digital Devices in JBits Java Simulation Environment. | Mansour H. Assaf, Rami S. Abielmona, Payam Abolghasem, Sunil R. Das, Emil M. Petriu, Voicu Groza, Mehmet Sahinoglu |