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Rafael Falcon
Rafael Falcon Martinez – Rafael Falcón
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- affiliation: University of Ottawa, Canada
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2020 – today
- 2022
- [c56]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: 1-9 - 2021
- [j17]Leonardo Concepción
, Gonzalo Nápoles
Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 29(5): 1252-1261 (2021) - [c55]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: 1-8 - 2020
- [j16]Gonzalo Nápoles
Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks. IEEE Trans. Neural Networks Learn. Syst. 31(3): 865-875 (2020) - [c54]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: 90-97 - [c53]Zhenhao Wu, Rafael Falcon, Voicu Groza, Emil M. Petriu:
Ensembling Routing Algorithms. SACI 2020: 183-186 - [c52]Lenniet Coello, Yaima Filiberto, Rafael Bello, Mabel Frias, Rafael Falcon:
IRBASIR-B: Rule Induction from Similarity Relations, a Bayesian Approach. WEA 2020: 24-34 - [e2]Rafael Bello
Rough Sets - International Joint Conference, IJCRS 2020, Havana, Cuba, June 29 - July 3, 2020, Proceedings. Lecture Notes in Computer Science 12179, Springer 2020, ISBN 978-3-030-52704-4 [contents]
2010 – 2019
- 2019
- [j15]Gerardo Felix
A review on methods and software for fuzzy cognitive maps. Artif. Intell. Rev. 52(3): 1707-1737 (2019) - [c51]Gonzalo Nápoles, Jose L. Salmeron
Fuzzy Cognitive Modeling: Theoretical and Practical Considerations. KES-IDT (1) 2019: 77-87 - 2018
- [j14]Nicolas Primeau, Rafael Falcon
A Review of Computational Intelligence Techniques in Wireless Sensor and Actuator Networks. IEEE Commun. Surv. Tutorials 20(4): 2822-2854 (2018) - [j13]Fatemeh Cheraghchi, Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Bijan Raahemi
Modeling the speed-based vessel schedule recovery problem using evolutionary multiobjective optimization. Inf. Sci. 448-449: 53-74 (2018) - [j12]Gonzalo Nápoles
Fuzzy-Rough Cognitive Networks. Neural Networks 97: 19-27 (2018) - [j11]Gonzalo Nápoles
On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 26(4): 2479-2484 (2018) - [c50]Ashwin Panchapakesan
Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations. Canadian AI 2018: 265-271 - [c49]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: 2580-2590 - [c48]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: 1-10 - [c47]Tolulope Akinbulire, Rafael Falcon, Rami S. Abielmona, Howard Schwartz:
Responding to Illegal, Unreported and Unregulated Fishing with Evolutionary Multi-Objective Optimization. CIVEMSA 2018: 1-6 - [c46]Gerardo Felix, Gonzalo Nápoles
Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results. CIVEMSA 2018: 1-6 - [c45]Alexander Teske, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu:
Automatic Identification of Maritime Incidents from Unstructured Articles. CogSIMA 2018: 42-48 - [c44]Roman M. Palenichka, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu:
A Computational Model of Multi-scale Spatiotemporal Attention in Video Data. ICIAR 2018: 125-135 - [c43]Ibrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu:
Mining Port Congestion Indicators from Big AIS Data. IJCNN 2018: 1-8 - 2017
- [j10]Yamisleydi Salgueiro
Multiobjective variable mesh optimization. Ann. Oper. Res. 258(2): 869-893 (2017) - [j9]Gonzalo Nápoles
Rough cognitive ensembles. Int. J. Approx. Reason. 85: 79-96 (2017) - [j8]Gonzalo Nápoles
Weighted aggregation of partial rankings using Ant Colony Optimization. Neurocomputing 250: 109-120 (2017) - [c42]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: 1786-1794 - [c41]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: 1-7 - [c40]Nicolas Primeau, Rami S. Abielmona, Rafael Falcon, Emil M. Petriu:
Maritime smuggling detection and mitigation using risk-aware hybrid robotic sensor networks. CogSIMA 2017: 1-7 - [c39]Nicolas Primeau, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu:
Continuous Risk-Aware Response Generation for Maritime Supply Chain Disruption Mitigation. DCOSS 2017: 170-174 - [c38]Rafael Falcón, Rami S. Abielmona, Benjamin Desjardins, Emil M. Petriu:
Fuzzy/human risk analysis for maritime situational awareness and decision support. FUZZ-IEEE 2017: 1-6 - [c37]Tolulope Akinbulire, Howard Schwartz, Rafael Falcon, Rami S. Abielmona:
A reinforcement learning approach to tackle illegal, unreported and unregulated fishing. SSCI 2017: 1-8 - 2016
- [c36]Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu:
Reliable multiple robot-assisted sensor relocation using multi-objective optimization. CEC 2016: 4476-4485 - [c35]Gonzalo Nápoles
Partitive granular Cognitive Maps to graded multilabel classification. FUZZ-IEEE 2016: 1363-1370 - [c34]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: 1071-1078 - [c33]Rafael Falcon, Benjamin Desjardins, Rami S. Abielmona, Emil M. Petriu:
Context-driven dynamic Risk Management for maritime domain awareness. SSCI 2016: 1-8 - [c32]Frank Vanhoenshoven
Detecting malicious URLs using machine learning techniques. SSCI 2016: 1-8 - [p2]Gonzalo Nápoles
A Granular Intrusion Detection System Using Rough Cognitive Networks. Recent Advances in Computational Intelligence in Defense and Security 2016: 169-191 - [e1]Rami S. Abielmona, Rafael Falcon, Nur Zincir-Heywood
Recent Advances in Computational Intelligence in Defense and Security. Studies in Computational Intelligence 621, Springer 2016, ISBN 978-3-319-26448-6 [contents] - 2015
- [j7]Alexander Teske, Rafael Falcon, Amiya Nayak
Efficient detection of faulty nodes with cuckoo search in t-diagnosable systems. Appl. Soft Comput. 29: 52-64 (2015) - [c31]Benjamin Desjardins, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu:
A multi-objective optimization approach to Reliable Robot-Assisted Sensor Relocation. CEC 2015: 956-964 - [c30]Ricardo Navarro
A generic niching framework for Variable Mesh Optimization. CEC 2015: 1994-2001 - [c29]Rafael Falcon, Rami S. Abielmona, Sean Billings:
Risk-driven intent assessment and response generation in maritime surveillance operations. CogSIMA 2015: 151-157 - 2014
- [c28]Hang Shao, Nathalie Japkowicz
Vessel track correlation and association using fuzzy logic and Echo State Networks. IEEE Congress on Evolutionary Computation 2014: 2322-2329 - [c27]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: 1-8 - [c26]Amir Hossein Razavi, Diana Inkpen, Rafael Falcon, Rami S. Abielmona:
Textual risk mining for maritime situational awareness. CogSIMA 2014: 167-173 - [c25]Rafael Falcon, Rami S. Abielmona, Erik Blasch:
Behavioral learning of vessel types with fuzzy-rough decision trees. FUSION 2014: 1-8 - [c24]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: 1269-1276 - [c23]Yumilka B. Fernandez Hernandez, Lenniet Coello Blanco, Yaima Filiberto
Learning similarity measures from data with fuzzy sets and particle swarms. CCE 2014: 1-6 - [c22]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: 769-780 - 2013
- [c21]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: 132-137 - [c20]Gonzalo Nápoles
Self-adaptive differential particle swarm using a ring topology for multimodal optimization. ISDA 2013: 35-40 - [c19]Ricardo Navarro
Niche-clearing-based Variable Mesh Optimization for multimodal problems. NaBIC 2013: 161-168 - [c18]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: 136-141 - [p1]Rafael Falcon, Amiya Nayak
Robot-Assisted Wireless Sensor Networks: Recent Applications and Future Challenges. Mobile Ad Hoc Networking 2013: 737-768 - 2012
- [j6]Xu Li, Rafael Falcón, Amiya Nayak
Servicing wireless sensor networks by mobile robots. IEEE Commun. Mag. 50(7): 147-154 (2012) - [j5]Rafael Falcón, Marcio Almeida, Amiya Nayak, Rafael Bello:
System-Level Fault Diagnosis with Dynamic Mesh Optimization. Computación y Sistemas 16(2) (2012) - [c17]Rafael Falcon, Rami S. Abielmona:
A response-aware risk management framework for search-and-rescue operations. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c16]Rafael Falcón, Amiya Nayak
An online shadowed clustering algorithm applied to risk visualization in Territorial Security. CISDA 2012: 1-8 - [c15]Rafael Falcón, Hai Liu
Controlled Straight Mobility and Energy-Aware Routing in Robotic Wireless Sensor Networks. DCOSS 2012: 150-157 - [c14]Rafael Falcón, Xu Li, Amiya Nayak
A harmony-seeking firefly swarm to the periodic replacement of damaged sensors by a team of mobile robots. ICC 2012: 4914-4918 - 2011
- [j4]Benoît Depaire
PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments. Intell. Data Anal. 15(1): 49-68 (2011) - [j3]Rafael Falcón, Xu Li, Amiya Nayak
Carrier-Based Focused Coverage Formation in Wireless Sensor and Robot Networks. IEEE Trans. Autom. Control. 56(10): 2406-2417 (2011) - [c13]Rafael Falcón, Marcio Almeida, Amiya Nayak
Fault identification with binary adaptive fireflies in parallel and distributed systems. IEEE Congress on Evolutionary Computation 2011: 1359-1366 - 2010
- [c12]Rafael Falcón, Marcio Almeida
A binary Particle Swarm Optimization approach to fault diagnosis in parallel and distributed systems. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c11]Rafael Falcón, Xu Li, Amiya Nayak
The one-commodity traveling salesman problem with selective pickup and delivery: An ant colony approach. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c10]Rafael Falcón, Xu Li, Amiya Nayak
Carrier-Based Coverage Augmentation in Wireless Sensor and Robot Networks. ICDCS Workshops 2010: 234-239
2000 – 2009
- 2009
- [c9]Rafael Falcón, Gwanggil Jeon
Mechanisms of Partial Supervision in Rough Clustering Approaches. RSKT 2009: 38-45 - [c8]Kangjun Lee, Gwanggil Jeon
An adaptive fast multiple reference frame selection algorithm for H.264/AVC using reference region data. SiPS 2009: 093-096 - 2008
- [j2]Gwanggil Jeon
Application of Bayesian Belief Network in Reliable Analysis for Video Deinterlacing. IEEE Trans. Consumer Electron. 54(1): 123-130 (2008) - [c7]Rafael Bello
Feature Selection through Dynamic Mesh Optimization. CIARP 2008: 348-355 - [c6]Gwanggil Jeon
Spatio-temporal edge-based weighted fuzzy filtering for providing interlaced video on a progressive display. FUZZ-IEEE 2008: 258-263 - [c5]Rafael Falcón, Benoît Depaire
Towards a Suitable Reconciliation of the Findings in Collaborative Fuzzy Clustering. ISDA (3) 2008: 652-657 - 2007
- [j1]Rafael Falcón, Jorge Martín-Morales:
Gröbner bases and the number of Latin squares related to autotopisms of order <= 7. J. Symb. Comput. 42(11-12): 1142-1154 (2007) - [c4]María del Carmen Chávez, Gladys Casas, Rafael Falcón, Jorge E. Moreira, Ricardo Grau Ábalo:
Building Fine Bayesian Networks Aided by PSO-Based Feature Selection. MICAI 2007: 441-451 - [c3]Rafael Falcón, Gwanggil Jeon, Rafael Bello, Jechang Jeong:
Learning Collaboration Links in a Collaborative Fuzzy Clustering Environment. MICAI 2007: 483-495 - [c2]Gwanggil Jeon, Rafael Falcón, Rafael Bello, Donghyung Kim, Jechang Jeong:
Application of Bayesian Network for Fuzzy Rule-Based Video Deinterlacing. PSIVT 2007: 867-878 - 2005
- [c1]Yanet Rodríguez Sarabia, Xiomara Cabrera Bermudez, Rafael Falcon Martinez, Zenaida Herrera Rodriguez, Ana Margarita Contreras Moya:
CBR-ANN hybrid model to optimize the sequence of wastewater treatments. ITEE 2005: 711-720
Coauthor Index
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