Rafael Falcon

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 34

Top Topics

Evolutionary Multiobjective Optimization

Cognitive Network

Detecting Malicious

Top Venues

Publications

Rafael Falcon, Mauro Patti, Stanislas Brochard-Garnier, Gabriel Pacianotto Gouveia, Santiago Torres Acevedo, Thelma Bergot, Rick Alarcon, Corentin Bomstein, Hervé Macudzinski, Pierre-Yves Maitre, Laurent Chanas, Hoang-Phi Nguyen, Benoit Pochon, Frédéric Guichard
Image quality evaluation of video conferencing solutions with realistic laboratory scenes. IQSP (2022)
Leonardo Concepción, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Rafael Bello
Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 29 (5) (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)
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)
Zhenhao Wu, Rafael Falcon, Voicu Groza, Emil M. Petriu
Ensembling Routing Algorithms. SACI (2020)
Lenniet Coello, Yaima Filiberto, Rafael Bello, Mabel Frias, Rafael Falcon
IRBASIR-B: Rule Induction from Similarity Relations, a Bayesian Approach. WEA (2020)
Gonzalo Nápoles, Frank Vanhoenshoven, Rafael Falcon, Koen Vanhoof
Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks. IEEE Trans. Neural Networks Learn. Syst. 31 (3) (2020)
Gonzalo Nápoles, Jose L. Salmeron, Wojciech Froelich, Rafael Falcon, Maikel León Espinosa, Frank Vanhoenshoven, Rafael Bello, Koen Vanhoof
Fuzzy Cognitive Modeling: Theoretical and Practical Considerations. KES-IDT (1) (2019)
Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Wojciech Froelich, Koen Vanhoof, Rafael Bello
A review on methods and software for fuzzy cognitive maps. Artif. Intell. Rev. 52 (3) (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)
Gonzalo Nápoles, Carlos Mosquera, Rafael Falcon, Isel Grau, Rafael Bello, Koen Vanhoof
Fuzzy-Rough Cognitive Networks. Neural Networks 97 (2018)
Gonzalo Nápoles, Leonardo Concepción, Rafael Falcon, Rafael Bello, Koen Vanhoof
On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 26 (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)
Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Rafael Bello, Koen Vanhoof
Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results. CIVEMSA (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)
Yamisleydi Salgueiro, Jorge L. Toro, Rafael Bello, Rafael Falcon
Multiobjective variable mesh optimization. Ann. Oper. Res. 258 (2) (2017)
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)
Gonzalo Nápoles, Rafael Falcon, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Weighted aggregation of partial rankings using Ant Colony Optimization. Neurocomputing 250 (2017)
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Rough cognitive ensembles. Int. J. Approx. Reason. 85 (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 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)
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Partitive granular Cognitive Maps to graded multilabel classification. FUZZ-IEEE (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)
Frank Vanhoenshoven, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Mario Köppen
Detecting malicious URLs using machine learning techniques. SSCI (2016)
Rafael Falcon, Rami S. Abielmona, Sean Billings
Risk-driven intent assessment and response generation in maritime surveillance operations. CogSIMA (2015)
Alexander Teske, Rafael Falcon, Amiya Nayak
Efficient detection of faulty nodes with cuckoo search in t-diagnosable systems. Appl. Soft Comput. 29 (2015)
Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu
A multi-objective optimization approach to Reliable Robot-Assisted Sensor Relocation. CEC (2015)
Ricardo Navarro, Tadahiko Murata, Rafael Falcon, Chyon Hae Kim
A generic niching framework for Variable Mesh Optimization. CEC (2015)
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)
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)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Rafael Falcon, Ajith Abraham
Self-adaptive differential particle swarm using a ring topology for multimodal optimization. ISDA (2013)
Ricardo Navarro, Rafael Falcon, Rafael Bello, Ajith Abraham
Niche-clearing-based Variable Mesh Optimization for multimodal problems. NaBIC (2013)
Rafael Falcon, Rami S. Abielmona
A response-aware risk management framework for search-and-rescue operations. IEEE Congress on Evolutionary Computation (2012)