Rami S. Abielmona

64 papers B 14C 3Misc 7Journal 9Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Navigating Complexity: Automating Maritime Decision-Making with Temporal Transformer-Based Embeddings and Scalable Clustering. SysCon Pavly Saleh, John Armitage, Phillip Curtis, Rami S. Abielmona, Emil M. Petriu
2021	—	`conf`	High-Level Information Fusion in a Mission Planning Context. CIVEMSA Rami S. Abielmona, Joel Muteba Kande, Moufid Harb, Jean Berger, Emil M. Petriu
2021	—	`conf`	Maritime Incident Information Extraction using Machine and Deep Learning Techniques. SSCI Andrew Mackenzie, Alexander Teske, Rami S. Abielmona, Emil M. Petriu
2021	—	`conf`	Multi-Objective Heterogeneous Multi-Asset Collection Scheduling Optimization with High-Level Information Fusion. SysCon Joel Muteba Kande, Rami S. Abielmona, Moufid Harb, Jean Berger, Rafael Falcon, Emil M. Petriu
2021	J	`jnl`	Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning. CoRR Mohammed I. Abouheaf, Shuzheng Qu, Wail Gueaieb, Rami S. Abielmona, Moufid Harb
2021	J	`jnl`	Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning. IEEE Instrum. Meas. Mag. Mohammed I. Abouheaf, Shuzheng Qu, Wail Gueaieb, Rami S. Abielmona, Moufid Harb
2021	—	`conf`	Vessel Identification using Convolutional Neural Network-based Hardware Accelerators. CIVEMSA Alexandre Boyer, Rami S. Abielmona, Miodrag Bolic, Emil M. Petriu
2020	Misc	`conf`	Distributed Multi-Objective Cooperative Coevolution Algorithm for Big-Data-Enabled Vessel Schedule Recovery Problem. CogSIMA Fatemeh Cheraghchi, Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Bijan Raahemi, Emil M. Petriu
2020	—	`conf`	Enabling Maritime Risk Assessment Using Natural Language Processing-based Deep Learning Techniques. SSCI Vladislav Jidkov, Rami S. Abielmona, Alexander Teske, Emil M. Petriu
2019	—	`conf`	A mixed framework to support heterogeneous collection asset scheduling. GECCO (Companion) Jean Berger, Moufid Harb, Ibrahim Y. Abualhaol, Alexander Teske, Rami S. Abielmona, Emil M. Petriu
2019	B	`conf`	Multi-Component Spatiotemporal Attention and its Application to Object Detection in Surveillance Videos. AVSS Roman Palenychka, Rami S. Abielmona, Francesco Rea, Emil M. Petriu
2019	C	`conf`	Optimizing Maritime Vessel Service Time with Adaptive Quay Crane Deployment Through Level 4 Hard-Soft Information Fusion. FUSION Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu
2018	—	`conf`	A Computational Model of Multi-scale Spatiotemporal Attention in Video Data. ICIAR Roman M. Palenichka, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
2018	B	`conf`	A Graph-based Genetic Algorithm to Solve the Virtual Constellation Multi-Satellite Collection Scheduling Problem. CEC Jean Berger, Emmanuel Giasson, Mihai Florea, Moufid Harb, Alexander Teske, Emil M. Petriu, Rami S. Abielmona, Rafael Falcon, Nassirou Lo
2018	J	`jnl`	A Review of Computational Intelligence Techniques in Wireless Sensor and Actuator Networks. IEEE Commun. Surv. Tutorials Nicolas Primeau, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
2018	Misc	`conf`	Automatic Identification of Maritime Incidents from Unstructured Articles. CogSIMA Alexander Teske, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
2018	—	`conf`	Data-Driven Vessel Service Time Forecasting using Long Short-Term Memory Recurrent Neural Networks. IEEE BigData Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
2018	B	`conf`	Mining Port Congestion Indicators from Big AIS Data. IJCNN Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
2018	J	`jnl`	Modeling the speed-based vessel schedule recovery problem using evolutionary multiobjective optimization. Inf. Sci. Fatemeh Cheraghchi, Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Bijan Raahemi, Emil M. Petriu
2018	—	`conf`	Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations. Canadian AI Ashwin Panchapakesan, Rami S. Abielmona, Rafael Falcon, Emil M. Petriu
2018	—	`conf`	Responding to Illegal, Unreported and Unregulated Fishing with Evolutionary Multi-Objective Optimization. CIVEMSA Tolulope Akinbulire, Rafael Falcon, Rami S. Abielmona, Howard Schwartz
2017	—	`conf`	A reinforcement learning approach to tackle illegal, unreported and unregulated fishing. SSCI Tolulope Akinbulire, Howard Schwartz, Rafael Falcon, Rami S. Abielmona
2017	—	`conf`	Big-data-enabled modelling and optimization of granular speed-based vessel schedule recovery problem. IEEE BigData Fatemeh Cheraghchi, Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Bijan Raahemi, Emil M. Petriu
2017	B	`conf`	Continuous Risk-Aware Response Generation for Maritime Supply Chain Disruption Mitigation. DCOSS Nicolas Primeau, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
2017	B	`conf`	Fuzzy/human risk analysis for maritime situational awareness and decision support. FUZZ-IEEE Rafael Falcón, Rami S. Abielmona, Benjamin Desjardins, Emil M. Petriu
2017	Misc	`conf`	Maritime smuggling detection and mitigation using risk-aware hybrid robotic sensor networks. CogSIMA Nicolas Primeau, Rami S. Abielmona, Rafael Falcon, Emil M. Petriu
2017	Misc	`conf`	Soft-data-driven resource management for concurrent maritime security operations. CogSIMA Alex Plachkov, Voicu Groza, Diana Inkpen, Emil M. Petriu, Rami S. Abielmona, Moufid Harb, Rafael Falcon
2016	—	`conf`	Automatic Course of Action Generation using Soft Data for Maritime Domain Awareness. GECCO (Companion) Alex Plachkov, Rami S. Abielmona, Moufid Harb, Rafael Falcon, Diana Inkpen, Voicu Groza, Emil M. Petriu
2016	—	`ch.`	Classification-Driven Video Analytics for Critical Infrastructure Protection. Recent Advances in Computational Intelligence in Defense and Security Phillip Curtis, Moufid Harb, Rami S. Abielmona, Emil M. Petriu
2016	—	`conf`	Context-driven dynamic Risk Management for maritime domain awareness. SSCI Rafael Falcon, Benjamin Desjardins, Rami S. Abielmona, Emil M. Petriu
2016	B	`conf`	Feature selection and neural network architecture evaluation for real-time video object classification. CEC Phillip Curtis, Moufid Harb, Rami S. Abielmona, Emil M. Petriu
2016	—	`book`	Recent Advances in Computational Intelligence in Defense and Security Rami S. Abielmona, Rafael Falcon, Nur Zincir-Heywood, Hussein A. Abbass
2016	B	`conf`	Reliable multiple robot-assisted sensor relocation using multi-objective optimization. CEC Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
2015	B	`conf`	A multi-objective optimization approach to Reliable Robot-Assisted Sensor Relocation. CEC Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
2015	Misc	`conf`	Risk-driven intent assessment and response generation in maritime surveillance operations. CogSIMA Rafael Falcon, Rami S. Abielmona, Sean Billings
2014	—	`conf`	Behavior-driven video analytics system for critical infrastructure protection. CISDA Phillip Curtis, Moufid Harb, Rami S. Abielmona, Emil M. Petriu
2014	C	`conf`	Behavioral learning of vessel types with fuzzy-rough decision trees. FUSION Rafael Falcon, Rami S. Abielmona, Erik Blasch
2014	—	`conf`	On the role of multi-objective optimization in risk mitigation for critical infrastructures with robotic sensor networks. GECCO (Companion) Jamieson McCausland, Rami S. Abielmona, Rafael Falcon, Ana-Maria Cretu, Emil M. Petriu
2014	—	`conf`	Risk management with hard-soft data fusion in maritime domain awareness. CISDA Rafael Falcon, Rami S. Abielmona, Sean Billings, Alex Plachkov, Hussein A. Abbass
2014	Misc	`conf`	Textual risk mining for maritime situational awareness. CogSIMA Amir Hossein Razavi, Diana Inkpen, Rafael Falcon, Rami S. Abielmona
2014	—	`conf`	Vessel Tracking and Anomaly Detection Using Level 0/1 and High-Level Information Fusion Techniques. SOFA (2) Rami S. Abielmona, Rafael Falcon, Paris W. Vachon, Voicu Groza
2014	B	`conf`	Vessel track correlation and association using fuzzy logic and Echo State Networks. IEEE Congress on Evolutionary Computation Hang Shao, Nathalie Japkowicz, Rami S. Abielmona, Rafael Falcon
2013	J	`jnl`	2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications (IEEE CISDA 2012) [Conference Report]. IEEE Comput. Intell. Mag. Rami S. Abielmona
2013	—	`conf`	A proactive risk-aware robotic sensor network for Critical Infrastructure Protection. CIVEMSA Jamieson McCausland, George Di Nardo, Rafael Falcon, Rami S. Abielmona, Voicu Groza, Emil M. Petriu
2013	B	`conf`	A python-based design-by-contract evolutionary algorithm framework with augmented diagnostic capabilities. IEEE Congress on Evolutionary Computation Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu
2013	—	`conf`	Auction-based node selection of optimal and concurrent responses for a risk-aware robotic sensor network. ROSE Jamieson McCausland, Rami S. Abielmona, Rafael Falcon, Ana-Maria Cretu, Emil M. Petriu
2013	B	`conf`	Dynamic white-box software testing using a recursive hybrid evolutionary strategy/genetic algorithm. IEEE Congress on Evolutionary Computation Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu
2012	B	`conf`	A response-aware risk management framework for search-and-rescue operations. IEEE Congress on Evolutionary Computation Rafael Falcon, Rami S. Abielmona
2012	—	`conf`	An online shadowed clustering algorithm applied to risk visualization in Territorial Security. CISDA Rafael Falcón, Amiya Nayak, Rami S. Abielmona
2011	J	`jnl`	Mission-Driven Robotic Intelligent Sensor Agents for Territorial Security. IEEE Comput. Intell. Mag. Rami S. Abielmona, Emil M. Petriu, Moufid Harb, Slawomir Wesolkowski
2010	J	`jnl`	Distributed intelligent sensor agent system for environment mapping. J. Ambient Intell. Humaniz. Comput. Rami S. Abielmona, Emil M. Petriu, Thomas E. Whalen
2009	B	`conf`	Speed control of a mobile robot using neural networks and fuzzy logic. IJCNN Moufid Harb, Rami S. Abielmona, Emil M. Petriu
2008	B	`conf`	Neural control system of a mobile robot. IJCNN Moufid Harb, Rami S. Abielmona, Emil M. Petriu, Kamal Naji
2008	J	`jnl`	Society Briefs: Walter Karplus Summer Research Grant Announcement. IEEE Comput. Intell. Mag. Rami S. Abielmona
2007	J	`jnl`	A Self-Reconfigurable Platform for Built-In Self-Test Applications. IEEE Trans. Instrum. Meas. Voicu Groza, Rami S. Abielmona, Mansour H. Assaf, Mohammed Elbadri, Mohammad El-Kadri, Arkan Khalaf
2007	Misc	`conf`	Tree-In-Motion Mapping: A Multi-Agent Solution for Environment Monitoring. SACI Rami S. Abielmona, Emil M. Petriu, Voicu Groza
2006	—	`conf`	Run-Time Reconfigurable Built-in-Self-Test. CCECE Rami S. Abielmona, Voicu Groza, Arkan Khalaf
2005	—	`conf`	Heterogeneous multi-agent framework for environment monitoring applications. VECIMS Rami S. Abielmona, Emil M. Petriu, Thomas E. Whalen
2005	—	`conf`	Multi-agent system environment mapping by entropy reduction. ROSE Rami S. Abielmona, Emil M. Petriu, Thomas E. Whalen
2004	—	`conf`	A Reconfigurable Co-Processor for Adaptive Embedded Systems. WISES Voicu Groza, Rami S. Abielmona, Mohammad El-Kadri, Nizar Sakr, Mohammed Elbadri
2004	—	`conf`	Agent-based control for a dynamically reconfigurable mobile robotic structure. ROSE Rami S. Abielmona, Emil M. Petriu, Voicu Z. Groza
2004	C	`conf`	Implementation of Embedded Cores-Based Digital Devices in JBits Java Simulation Environment. CIT Mansour H. Assaf, Rami S. Abielmona, Payam Abolghasem, Sunil R. Das, Emil M. Petriu, Voicu Groza, Mehmet Sahinoglu
2003	—	`conf`	Autonomous robotic sensor agents. ROSE Emil M. Petriu, Thomas E. Whalen, Rami S. Abielmona
2003	—	`conf`	JBits Implementation and Design Verification in Space Compressor Design of Digital Circuits. Modelling, Identification and Control Mansour H. Assaf, Rami S. Abielmona, Payam Abolghasem, Sunil R. Das, Emil M. Petriu, Voicu Groza