Rami S. Abielmona

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 31

Top Topics

Risk Management

Information Fusion

Top Venues

GECCO (Companion)

Publications

Rami S. Abielmona, Joel Muteba Kande, Moufid Harb, Jean Berger, Emil M. Petriu
High-Level Information Fusion in a Mission Planning Context. CIVEMSA (2021)
Andrew Mackenzie, Alexander Teske, Rami S. Abielmona, Emil M. Petriu
Maritime Incident Information Extraction using Machine and Deep Learning Techniques. SSCI (2021)
Joel Muteba Kande, Rami S. Abielmona, Moufid Harb, Jean Berger, Rafael Falcon, Emil M. Petriu
Multi-Objective Heterogeneous Multi-Asset Collection Scheduling Optimization with High-Level Information Fusion. SysCon (2021)
Mohammed I. Abouheaf, Shuzheng Qu, Wail Gueaieb, Rami S. Abielmona, Moufid Harb
Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning. IEEE Instrum. Meas. Mag. 24 (2) (2021)
Mohammed I. Abouheaf, Shuzheng Qu, Wail Gueaieb, Rami S. Abielmona, Moufid Harb
Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning. CoRR (2021)
Fatemeh Cheraghchi, Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Bijan Raahemi, Emil M. Petriu
Distributed Multi-Objective Cooperative Coevolution Algorithm for Big-Data-Enabled Vessel Schedule Recovery Problem. CogSIMA (2020)
Vladislav Jidkov, Rami S. Abielmona, Alexander Teske, Emil M. Petriu
Enabling Maritime Risk Assessment Using Natural Language Processing-based Deep Learning Techniques. SSCI (2020)
Roman Palenychka, Rami S. Abielmona, Francesco Rea, Emil M. Petriu
Multi-Component Spatiotemporal Attention and its Application to Object Detection in Surveillance Videos. AVSS (2019)
Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu
Optimizing Maritime Vessel Service Time with Adaptive Quay Crane Deployment Through Level 4 Hard-Soft Information Fusion. FUSION (2019)
Jean Berger, Moufid Harb, Ibrahim Y. Abualhaol, Alexander Teske, Rami S. Abielmona, Emil M. Petriu
A mixed framework to support heterogeneous collection asset scheduling. GECCO (Companion) (2019)
Jean Berger, Emmanuel Giasson, Mihai Florea, Moufid Harb, Alexander Teske, Emil M. Petriu, Rami S. Abielmona, Rafael Falcon, Nassirou Lo
A Graph-based Genetic Algorithm to Solve the Virtual Constellation Multi-Satellite Collection Scheduling Problem. CEC (2018)
Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
Mining Port Congestion Indicators from Big AIS Data. IJCNN (2018)
Roman M. Palenichka, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
A Computational Model of Multi-scale Spatiotemporal Attention in Video Data. ICIAR (2018)
Alexander Teske, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
Automatic Identification of Maritime Incidents from Unstructured Articles. CogSIMA (2018)
Nicolas Primeau, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
A Review of Computational Intelligence Techniques in Wireless Sensor and Actuator Networks. IEEE Commun. Surv. Tutorials 20 (4) (2018)
Fatemeh Cheraghchi, Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Bijan Raahemi, Emil M. Petriu
Modeling the speed-based vessel schedule recovery problem using evolutionary multiobjective optimization. Inf. Sci. (2018)
Tolulope Akinbulire, Rafael Falcon, Rami S. Abielmona, Howard Schwartz
Responding to Illegal, Unreported and Unregulated Fishing with Evolutionary Multi-Objective Optimization. CIVEMSA (2018)
Ashwin Panchapakesan, Rami S. Abielmona, Rafael Falcon, Emil M. Petriu
Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations. Canadian Conference on AI (2018)
Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
Data-Driven Vessel Service Time Forecasting using Long Short-Term Memory Recurrent Neural Networks. IEEE BigData (2018)
Tolulope Akinbulire, Howard Schwartz, Rafael Falcon, Rami S. Abielmona
A reinforcement learning approach to tackle illegal, unreported and unregulated fishing. SSCI (2017)
Fatemeh Cheraghchi, Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Bijan Raahemi, Emil M. Petriu
Big-data-enabled modelling and optimization of granular speed-based vessel schedule recovery problem. IEEE BigData (2017)
Nicolas Primeau, Rami S. Abielmona, Rafael Falcon, Emil M. Petriu
Maritime smuggling detection and mitigation using risk-aware hybrid robotic sensor networks. CogSIMA (2017)
Nicolas Primeau, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
Continuous Risk-Aware Response Generation for Maritime Supply Chain Disruption Mitigation. DCOSS (2017)
Alex Plachkov, Voicu Groza, Diana Inkpen, Emil M. Petriu, Rami S. Abielmona, Moufid Harb, Rafael Falcon
Soft-data-driven resource management for concurrent maritime security operations. CogSIMA (2017)
Rafael Falcón, Rami S. Abielmona, Benjamin Desjardins, Emil M. Petriu
Fuzzy/human risk analysis for maritime situational awareness and decision support. FUZZ-IEEE (2017)
Rafael Falcon, Benjamin Desjardins, Rami S. Abielmona, Emil M. Petriu
Context-driven dynamic Risk Management for maritime domain awareness. SSCI (2016)
Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
Reliable multiple robot-assisted sensor relocation using multi-objective optimization. CEC (2016)
Alex Plachkov, Rami S. Abielmona, Moufid Harb, Rafael Falcon, Diana Inkpen, Voicu Groza, Emil M. Petriu
Automatic Course of Action Generation using Soft Data for Maritime Domain Awareness. GECCO (Companion) (2016)
Phillip Curtis, Moufid Harb, Rami S. Abielmona, Emil M. Petriu
Feature selection and neural network architecture evaluation for real-time video object classification. CEC (2016)
Rafael Falcon, Rami S. Abielmona, Sean Billings
Risk-driven intent assessment and response generation in maritime surveillance operations. CogSIMA (2015)
Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
A multi-objective optimization approach to Reliable Robot-Assisted Sensor Relocation. CEC (2015)
Phillip Curtis, Moufid Harb, Rami S. Abielmona, Emil M. Petriu
Behavior-driven video analytics system for critical infrastructure protection. CISDA (2014)
Amir Hossein Razavi, Diana Inkpen, Rafael Falcon, Rami S. Abielmona
Textual risk mining for maritime situational awareness. CogSIMA (2014)
Rafael Falcon, Rami S. Abielmona, Sean Billings, Alex Plachkov, Hussein A. Abbass
Risk management with hard-soft data fusion in maritime domain awareness. CISDA (2014)
Rami S. Abielmona, Rafael Falcon, Paris W. Vachon, Voicu Groza
Vessel Tracking and Anomaly Detection Using Level 0/1 and High-Level Information Fusion Techniques. SOFA (2) (2014)
Jamieson McCausland, Rami S. Abielmona, Rafael Falcon, Ana-Maria Cretu, Emil M. Petriu
On the role of multi-objective optimization in risk mitigation for critical infrastructures with robotic sensor networks. GECCO (Companion) (2014)
Rafael Falcon, Rami S. Abielmona, Erik Blasch
Behavioral learning of vessel types with fuzzy-rough decision trees. FUSION (2014)
Hang Shao, Nathalie Japkowicz, Rami S. Abielmona, Rafael Falcon
Vessel track correlation and association using fuzzy logic and Echo State Networks. IEEE Congress on Evolutionary Computation (2014)
Jamieson McCausland, Rami S. Abielmona, Rafael Falcon, Ana-Maria Cretu, Emil M. Petriu
Auction-based node selection of optimal and concurrent responses for a risk-aware robotic sensor network. ROSE (2013)
Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu
A python-based design-by-contract evolutionary algorithm framework with augmented diagnostic capabilities. IEEE Congress on Evolutionary Computation (2013)
Ashwin Panchapakesan, Rami S. Abielmona, Emil M. Petriu
Dynamic white-box software testing using a recursive hybrid evolutionary strategy/genetic algorithm. IEEE Congress on Evolutionary Computation (2013)
Jamieson McCausland, George Di Nardo, Rafael Falcon, Rami S. Abielmona, Voicu Groza, Emil M. Petriu
A proactive risk-aware robotic sensor network for Critical Infrastructure Protection. CIVEMSA (2013)
Rami S. Abielmona
2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications (IEEE CISDA 2012) [Conference Report]. IEEE Comput. Intell. Mag. 8 (1) (2013)
Rafael Falcon, Rami S. Abielmona
A response-aware risk management framework for search-and-rescue operations. IEEE Congress on Evolutionary Computation (2012)
Rafael Falcón, Amiya Nayak, Rami S. Abielmona
An online shadowed clustering algorithm applied to risk visualization in Territorial Security. CISDA (2012)
Rami S. Abielmona, Emil M. Petriu, Moufid Harb, Slawomir Wesolkowski
Mission-Driven Robotic Intelligent Sensor Agents for Territorial Security. IEEE Comput. Intell. Mag. 6 (1) (2011)
Rami S. Abielmona, Emil M. Petriu, Thomas E. Whalen
Distributed intelligent sensor agent system for environment mapping. J. Ambient Intell. Humaniz. Comput. 1 (2) (2010)
Moufid Harb, Rami S. Abielmona, Emil M. Petriu
Speed control of a mobile robot using neural networks and fuzzy logic. IJCNN (2009)
Rami S. Abielmona
Society Briefs: Walter Karplus Summer Research Grant Announcement. IEEE Comput. Intell. Mag. 3 (4) (2008)
Moufid Harb, Rami S. Abielmona, Emil M. Petriu, Kamal Naji
Neural control system of a mobile robot. IJCNN (2008)
Rami S. Abielmona, Emil M. Petriu, Voicu Groza
Tree-In-Motion Mapping: A Multi-Agent Solution for Environment Monitoring. SACI (2007)
Voicu Groza, Rami S. Abielmona, Mansour H. Assaf, Mohammed Elbadri, Mohammad El-Kadri, Arkan Khalaf
A Self-Reconfigurable Platform for Built-In Self-Test Applications. IEEE Trans. Instrum. Meas. 56 (4) (2007)
Rami S. Abielmona, Voicu Groza, Arkan Khalaf
Run-Time Reconfigurable Built-in-Self-Test. CCECE (2006)
Rami S. Abielmona, Emil M. Petriu, Thomas E. Whalen
Heterogeneous multi-agent framework for environment monitoring applications. VECIMS (2005)
Rami S. Abielmona, Emil M. Petriu, Thomas E. Whalen
Multi-agent system environment mapping by entropy reduction. ROSE (2005)
Mansour H. Assaf, Rami S. Abielmona, Payam Abolghasem, Sunil R. Das, Emil M. Petriu, Voicu Groza, Mehmet Sahinoglu
Implementation of Embedded Cores-Based Digital Devices in JBits Java Simulation Environment. CIT (2004)
Voicu Groza, Rami S. Abielmona, Mohammad El-Kadri, Nizar Sakr, Mohammed Elbadri
A Reconfigurable Co-Processor for Adaptive Embedded Systems. WISES (2004)
Rami S. Abielmona, Emil M. Petriu, Voicu Z. Groza
Agent-based control for a dynamically reconfigurable mobile robotic structure. ROSE (2004)
Emil M. Petriu, Thomas E. Whalen, Rami S. Abielmona
Autonomous robotic sensor agents. ROSE (2003)
Mansour H. Assaf, Rami S. Abielmona, Payam Abolghasem, Sunil R. Das, Emil M. Petriu, Voicu Groza
JBits Implementation and Design Verification in Space Compressor Design of Digital Circuits. Modelling, Identification and Control (2003)