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   Dec 1
    2014
Journal paper accepted
The paper "Efficient Detection of Faulty Nodes with Cuckoo Search in t-Diagnosable Systems" has been accepted for publication at the Applied Soft Computing journal.

 Nov 18
     2014
Award received
Rafael has been selected as the recipient of the 2014 MITACS & NRC-IRAP Award for Commercialization.

   Aug 15
    2014
Conference paper accepted
The paper "Risk Management with Hard-Soft Data Fusion in Maritime Domain Awareness" has been accepted for presentation at the 2014 IEEE Symposium on Computational Intelligence for Security and Defense Applications (IEEE CISDA 2014)

   Jun 1st
    2014
Conference paper  accepted
The paper "Vessel Tracking and Anomaly Detection using Level 0/1 and High-Level Information Fusion Techniques" has been accepted for presentation at the 6th International Workshop on Soft Computing Applications (SOFA 2014).

   May 13
    2014
R&D project awarded
Larus Technologies was awarded a 2-year R&D Mitacs Accelerate Cluster to develop "Risk Aware Decision Support Systems for Critical Infrastructure Protection and Territorial Security"


 
Publication Record
 
Books (5)
 
[B05] Rafael Bello, Rafael Falcon and Jose Luis Verdegay “Uncertainty Management with Fuzzy and Rough Sets: Recent Advances and Applications”, Studies in Fuzziness and Soft Computing, Vol. 377/2019, 430 p., Springer Verlag, ISBN 978-3-030-10462-7 (Print) 978-3-030-10463-4 (Online). More Info... [BibTeX]

[B04] Ajith Abraham, Rafael Falcon and Mario Koeppen “Computational Intelligence in Wireless Sensor Networks: Recent Advances and Future Challenges”, Studies in Computational Intelligence, Vol. 676/2017, 230 p., Springer Verlag, ISBN 978-3-319-47713-8 (Print) 978-3-319-47715-2 (Online). More Info... [BibTeX]

[B03] Rami Abielmona, Rafael Falcon, Nur Zincir-Heywood and Hussein Abbass “Recent Advances in Computational Intelligence in Defense and Security”, Studies in Computational Intelligence, Vol. 621/2016, 752 p., Springer Verlag, ISBN 978-3-319-26448-6 (Print) 978-3-319-26450-9 (Online). More Info... [BibTeX]

[B02] Ajith Abraham, Rafael Falcon, Rafael Bello “Rough Set Theory: A True Landmark in Data Analysis”, Studies in Computational Intelligence, Vol. 174/2009, 324 p., Springer Verlag, ISBN 978-3-540-89920-4. More Info... [BibTeX]
 
[B01] Rafael Bello, Rafael Falcon, Witold Pedrycz, Janusz Kacprzyk “Granular Computing: at the Junction of Rough Sets and Fuzzy Sets”, Studies in Fuzziness and Soft Computing, Vol. 224/2008, 335 p., Springer-Verlag Berlin Heidelberg, ISBN: 978-3-540- 76972-9. More Info... [BibTeX]
 
Journal papers (17)
 
[J17] Gonzalo Nápoles, Frank Vanhoenshoven, Rafael Falcon and Koen Vanhoof (2019) “Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks”, IEEE Transactions on Neural Networks and Learning Systems, to appear [pdf]

[J16] Nicolas Primeau, Rafael Falcon, Rami Abielmona and Emil Petriu (2018) “A Review of Computational Intelligence Techniques in Wireless Sensor and Actuator Networks”, IEEE Communications Surveys & Tutorials, to appear [pdf]

[J15] Rafael Falcon, Gonzalo Nápoles, Rafael Bello and Koen Vanhoof (2018) “Granular Cognitive Maps: A Review”, Granular Computing, to appear [pdf]

[J14] Fatemeh Cheraghchi, Ibrahim Abualhaol, Rafael Falcon, Rami Abielmona, Bijan Raahemi and Emil Petriu (2018) “Modeling the Speed-based Vessel Schedule Recovery Problem using Evolutionary Multiobjective Optimization”, Information Sciences, Vol 448-449, June 2018, pp. 53-74 [pdf][BibTeX]

[J13] Gonzalo Nápoles, Leonardo Concepción, Rafael Falcon, Rafael Bello and Koen Vanhoof (2017) “On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps”, IEEE Transactions on Fuzzy Systems, October 2017, to appear

[J12] Gonzalo Nápoles, Carlos Mosquera, Rafael Falcon, Isel Grau, Rafael Bello and Koen Vanhoof (2018) “Fuzzy-Rough Cognitive Networks”, Neural Networks, Vol 97, January 2018, pp. 19-27 [pdf][BibTeX]

[J11] Gerardo Félix, Gonzalo Nápoles, Rafael Falcon, Wojciech Froelich, Koen Vanhoof and Rafael Bello (2017) “A Review on Methods and Software for Fuzzy Cognitive Maps”, Artificial Intelligence Review, Aug 2017 [pdf][BibTeX]

[J10] Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello and Koen Vanhoof (2017) “Rough Cognitive Ensembles”, International Journal of Approximate Reasoning, Vol 85, June 2017, pp. 79-96 [pdf][BibTeX]

[J09] Gonzalo Nápoles, Rafael Falcon, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello and Koen Vanhoof (2017) “Weighted Aggregation of Partial Rankings using Ant Colony Optimization”, Neurocomputing, Vol 250, pp. 109-120 [pdf][BibTeX]

[J08] Yamisleydi Salgueiro, Jorge L. Toro, Rafael Bello and Rafael Falcon (2016) “Multiobjective Variable Mesh Optimization”, Annals of Operations Research, Vol. 258(2), 2017, pp. 869-893 [pdf][BibTeX]

[J07] Alexander Teske, Rafael Falcon and Amiya Nayak (2015) “Efficient Detection of Faulty Nodes with Cuckoo Search in t-Diagnosable Systems”, Applied Soft Computing Vol. 29 pp. 52-64. [pdf][BibTeX]

[J06] Xu Li, Rafael Falcon, Amiya Nayak and Ivan Stojmenovic (2012) “Servicing Wireless Sensor Networks by Mobile Robots”, IEEE Communications Magazine, Vol 50 No. 7, pp. 147-154. [pdf][BibTeX]
 
[J05] Rafael Falcon, Marcio Almeida, Amiya Nayak and Rafael Bello (2012) “System-Level Fault Diagnosis with Dynamic Mesh Optimization”. Computing and Systems, Vol. 16 No. 2, pp. 203-220 [][BibTeX]
  

[J04] Rafael Falcon, Xu Li and Amiya Nayak (2011) “Carrier-based Focused Coverage Formation in Wireless Sensor and Robot Networks”. IEEE Transactions on Automatic Control, Vol. 56 No. 10, pp. 2406 - 2417. [][BibTeX]
  


[J03] Benoît Depaire, Rafael Falcon, Koen Vanhoof and Geert Wets (2011) “PSO Driven Collaborative Clustering: a Clustering Algorithm for Ubiquitous Environments”. Intelligent Data Analysis, Vol. 15 No. 1/2011, pp. 49 - 68. [][BibTeX]
 


[J02] Gwanggil Jeon, Rafael Falcon, Luigi Gallo, Jechang Jeong and Il Hong Suh (2009) “Single Field Deinterlacing Scheme using Edge Direction Vectors in Interlaced Sequences”. Optical Engineering, Vol. 48 No. 6 June 2009, pp. 1 - 10. [][BibTeX]
  
 
[J01] Gwanggil Jeon, Rafael Falcon, Donghyung Kim, Rokkyu Lee and Jechang Jeong (2008) “Application of Bayesian Belief Network in Reliable Analysis for Video Deinterlacing”. IEEE Trans. on Consumer Electronics, Vol. 54 No. 1 February 2008, pp. 123 - 130. [][BibTeX]
  
 
Book chapters (14)
 
Marilyn Bello, Gonzalo Nápoles, Ivett Fuentes, Isel Grau, Rafael Falcon, Rafael Bello and Koen Vanhoof (2018) “Rough Cognitive Ensembles using Fuzzy Activation and OWA Operators” In: Rafael Bello, Rafael Falcon and José Luis Verdegay (eds) “Uncertainty Management with Fuzzy and Rough Sets - Recent Advances and Applications”, Studies in Fuzziness and Soft Computing, Springer Verlag, to appear
 


Mabel Frías, Yaima Filiberto, Gonzalo Nápoles, Koen Vanhoof, Rafael Falcon and Rafael Bello (2018) “Comparative Analysis of Symbolic Reasoning Models for Fuzzy Cognitive Maps” In: Rafael Bello, Rafael Falcon and José Luis Verdegay (eds) “Uncertainty Management with Fuzzy and Rough Sets - Recent Advances and Applications”, Studies in Fuzziness and Soft Computing, Springer Verlag, to appear
 


Alexander Teske, Rafael Falcon, Rami Abielmona and Emil Petriu (2018) “Genetic Fuzzy Systems for Automatic Maritime Risk Assessment” In: Rafael Bello, Rafael Falcon and José Luis Verdegay (eds) “Uncertainty Management with Fuzzy and Rough Sets - Recent Advances and Applications”, Studies in Fuzziness and Soft Computing, Springer Verlag, to appear
 


Rafael Bello and Rafael Falcon (2017) “Rough Sets in Machine Learning: a Review” In: Guoyin Wang, Andrzej Skowron, Yiyu Yao, Dominik Slezak and Lech Polkowski (eds) “Thriving Rough Sets”, Studies in Computational Intelligence, Chapter 5, pp. 87-118, Springer Verlag [][BibTeX]
 


Benjamin Desjardins, Rafael Falcon, Rami Abielmona and Emil Petriu (2016) “Planning Robust Sensor Relocation Trajectories for a Mobile Robot with Evolutionary Multi-Objective Optimization” In: Ajith Abraham, Rafael Falcon and Mario Koeppen (eds) “Computational Intelligence in Wireless Sensor Networks: Recent Advances and Future Challenges”, Studies in Computational Intelligence, Chapter 8, pp. 179-210, Springer Verlag[][BibTeX]
 


Gonzalo Napoles, Isel Grau, Rafael Falcon, Rafael Bello and Koen Vanhoof (2016) “A Granular Intrusion Detection System using Rough Cognitive Networks” In: Rami Abielmona, Rafael Falcon, Nur Zincir-Heywood and Hussein Abbass (eds) “Recent Advances in Computational Intelligence in Defense and Security”, Studies in Computational Intelligence, Vol 621, Chapter 7, Springer Verlag [][BibTeX]
  


Rami Abielmona, Rafael Falcon, Nur Zincir-Heywood and Hussein Abbass (2016) “Recent Advances in Computational Intelligence in Defense and Security: Introductory Chapter” In: Rami Abielmona, Rafael Falcon, Nur Zincir-Heywood and Hussein Abbass (eds) “Recent Advances in Computational Intelligence in Defense and Security”, Studies in Computational Intelligence, Vol 621, Chapter 1, Springer Verlag [][BibTeX]
  


Rafael Falcon, Amiya Nayak and Ivan Stojmenovic (2013) “Robot-Assisted Wireless Sensor Networks: Recent Applications and Future Challenges” In: Stefano Basagni, Marco Conti, Silvia Giordano and Ivan Stojmenovic (eds) “Mobile Ad Hoc Networking: Cutting Edge Directions”, 2nd Edition, Chapter 21, pp. 737-768, Wiley. [BibTeX]
 


Rafael Falcon, Gwanggil Jeon, Rafael Bello, Jechang Jeong (2009) “Rough Clustering with Partial Supervision” In: Ajith Abraham, Rafael Falcon, Rafael Bello (eds) “Rough Set Theory: A True Landmark in Data Analysis”, Studies in Computational Intelligence, Vol 174/2009, pp. 137-161, Springer-Verlag Berlin Heidelberg. [][BibTeX]
  
 
Rafael Bello, Yudel Gómez, Yailé Caballero, Ann Nowe, Rafael Falcon (2009) “Rough Sets and Evolutionary Computation to Solve the Feature Selection Problem” In: Ajith Abraham, Rafael Falcon, Rafael Bello (eds) “Rough Set Theory: A True Landmark in Data Analysis”, Studies in Computational Intelligence, Vol 174/2009, pp. 235-260, Springer-Verlag Berlin Heidelberg. [][BibTeX]
  
 
Gwanggil Jeon, Rafael Falcon, Jechang Jeong (2008) “Rough Set Approach to Video Deinterlacing Systems” In: Rafael Bello, Rafael Falcon, Witold Pedrycz, Janusz Kacprzyk (eds) “Granular Computing: at the Junction of Rough Sets and Fuzzy Sets”, Studies in Fuzziness and Soft Computing, Vol. 224/2008, pp. 143-160, Springer-Verlag Berlin Heidelberg. [][BibTeX]
  
 
Yanet Rodríguez, Rafael Falcon, Alain Varela, María M García (2008) “Learning Membership Functions for an Associative Fuzzy Neural Network” In: Rafael Bello, Rafael Falcon, Witold Pedrycz, Janusz Kacprzyk (eds) “Granular Computing: at the Junction of Rough Sets and Fuzzy Sets”, Studies in Fuzziness and Soft Computing, Vol. 224/2008, pp. 163-173, Springer-Verlag Berlin Heidelberg. [][BibTeX]
  
 
Leticia Arco, Rafael Bello, Yailé Caballero, Rafael Falcon (2008) “Rough Text Assisting Text Mining: Focus on Documents Clustering Validity” In: Rafael Bello, Rafael Falcon, Witold Pedrycz, Janusz Kacprzyk (eds) “Granular Computing: at the Junction of Rough Sets and Fuzzy Sets”, Studies in Fuzziness and Soft Computing, Vol. 224/2008, pp. 245-265, Springer-Verlag Berlin Heidelberg. [][BibTeX]
  
 
Gwanggil Jeon, Rafael Falcon, Jechang Jeong (2008) “Fuzzy Rule-Based Direction- Oriented Resampling Algorithm in High Definition Display” In: Rafael Bello, Rafael Falcon, Witold Pedrycz, Janusz Kacprzyk (eds) “Granular Computing: at the Junction of Rough Sets and Fuzzy Sets”, Studies in Fuzziness and Soft Computing, Vol. 224/2008, pp. 287-305, Springer-Verlag Berlin Heidelberg. [][BibTeX]
  
 
Conference papers (70)

[C70] José Ignacio Cruz, Ricardo Navarro, Rafael Falcon, Chyon Hae Kim and Rafael Bello (2019) “Tackling Localization in Wireless Sensor Networks by Mobile Anchor Positioning with a Voting-Like Heuristic”, 2019 International Workshop on Internet of Things and Artificial Intelligence (IoT-AI 2019), Santa Maria Key, Cuba, June 23 - 30, 2019, to appear

[C69] Ibrahim Abualhaol, Rafael Falcon, Rami Abielmona and Emil Petriu (2018) "Data-Driven Vessel Service Time Forecasting using Long Short-Term Memory Recurrent Neural Networks”, 2018 IEEE International Conference on Big Data, Seattle, USA, December 10 - 13, 2018, to appear

[C68] Gonzalo Nápoles, José L. Salmerón, Wojciech Froelich, Rafael Falcon, Maikel Leon Espinosa, Frank Vanhoenshoven, Rafael Bello and Koen Vanhoof (2019) “Fuzzy Cognitive Modeling: Theoretical and Practical Considerations”, Smart Digital Futures 2019, Malta, June 17 - 19, 2019, to appear

[C67] Alexander Teske, Rafael Falcon, Rami Abielmona and Emil Petriu (2017) “Automatic Identification of Maritime Incidents from Unstructured Articles”, 2018 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA 2018), Boston, USA, June 11 - 14, 2018, to appear

[C66] Gerardo Felix, Gonzalo Napoles, Rafael Falcon, Rafael Bello and Koen Vanhoof (2018) “Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results”, 2018 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurements Systems and Applications (CIVEMSA 2018), Ottawa, Canada, June 12-14, 2018, pp. 23-28 [pdf]

[C65] Tolulope Akinbulire, Rafael Falcon, Rami Abielmona and Howard Schwartz (2018) “Responding to Illegal, Unreported and Unregulated Fishing with Evolutionary Multi-Objective Optimization”, 2018 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurements Systems and Applications (CIVEMSA 2018), Ottawa, Canada, June 12-14, 2018, pp. 70-75 [pdf]

[C64] Roman Palenichka, Rafael Falcon, Rami Abielmona and Emil Petriu (2018) “A Computational Model of Multi-Scale Spatiotemporal Attention in Video Data”, 15th International Conference on Image Analysis and Recognition (ICIAR 2018), Povoa de Varzim, Portugal, June 27 - 29, 2018, to appear.

[C63] Ibrahim Abualhaol, Rafael Falcon, Rami Abielmona and Emil Petriu (2018) “Mining Port Congestion Indicators from Big AIS Data”, International Joint Conference on Neural Networks (IJCNN 2018), Rio de Janeiro, Brazil, July 8 - 13, 2018, to appear.

[C62] Jean Berger, Emmanuel Giasson, Mihai Florea, Moufid Harb, Alexander Teske, Rami Abielmona, Rafael Falcon, Nassirou Lo and Emil Petriu (2018) “A Graph-based Genetic Algorithm to Solve the Virtual Constellation Multi-Satellite Collection Scheduling Problem”, 2018 IEEE Congress on Evolutionary Computation (CEC), Rio de Janeiro, Brazil, July 8 - 13, 2018, to appear.

[C61] Ashwin Panchapakesan, Rami Abielmona, Rafael Falcon  and Emil Petriu (2018) “Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations”, 31st Canadian Conference on Artificial Intelligence (CAI 2018), Toronto, Canada, May 8 - 11, 2018, to appear.

[C60] Fatemeh Cheraghchi, Ibrahim Abualhaol, Rafael Falcon, Rami Abielmona, Bijan Raahemi and Emil Petriu (2017) “Big-Data-Enabled Modelling and  Optimization of Granular Speed-based Vessel Schedule Recovery Problem”, 2017 IEEE International Conference on Big Data, Special Session on Information Granulation in Data Science and Scalable Computing, Boston, USA, December 11 - 14, 2017, to appear. [pdf]

[C59] Tolulope Akinbulire, Howard Schwartz, Rafael Falcon and Rami Abielmona  (2017) “A Reinforcement Learning Approach to Tackle Illegal, Unreported and Unregulated Fishing”, 2017 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA), Hawaii, USA, November 27 - December 1, 2017, pp. 1-8 [pdf] [BibTeX]

[C58] Alexander Teske, Rafael Falcon, Rami Abielmona and Emil Petriu (2017) “Automating Maritime Risk Assessment with Genetic Fuzzy Systems”, 2nd International Symposium on Fuzzy and Rough Sets (ISFUROS), Varadero, Cuba, October 24 - 26, 2017, to appear [pdf]

[C57] Marilyn Bello, Gonzalo Nápoles, Ivett Fuentes, Isel Grau, Rafael Falcon, Rafael Bello and Koen Vanhoof (2017) “A Fuzzy Activation Mechanism for Rough Cognitive Ensembles”, 2nd International Symposium on Fuzzy and Rough Sets (ISFUROS), Varadero, Cuba, October 24 - 26, 2017, to appear [pdf]

[C56] Roman Palenychka, Rafael Falcon, Rami Abielmona and Emil Petriu (2017) “Extraction of Spatiotemporal Descriptors for Maritime Vessel Detection using Attentive Sensing”, British Machine Vision Conference (BMVC 2017) - 5th Activity Monitoring by Multiple Distributed Sensing (AMMDS) Workshop, London, UK, September 4-7, 2017, to appear.

[C55] Nicolas Primeau, Rami Abielmona, Rafael Falcon and Emil Petriu (2017) “Risk-Aware Vessel Routing using Multi-Objective Ant Colony Optimization ”, 24th International Conference on Multiple Criteria Decision Making (MCDM 2017), Ottawa, Canada, July 10-14, 2017, to appear.

[C54] Rafael Falcon, Rami Abielmona, Benjamin Desjardins and Emil Petriu (2017) “Fuzzy/Human Risk Analysis for Maritime Situational Awareness and Decision Support”, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Naples, Italy, July 9-12, 2017, to appear [pdf]

[C53] Nicolas Primeau, Rafael Falcon, Rami Abielmona and Emil Petriu (2017) “Continuous Risk-Aware Response Generation for Maritime Supply Chain Disruption Mitigation”, 2017 International Conference on Distributed Computing in Sensor Systems (DCOSS), Ottawa, Canada, June 5-7, 2017, pp. 170-174 [pdf][BibTeX]

[C52] Alex Plachkov, Rami Abielmona, Moufid Harb, Rafael Falcon, Diana Inkpen, Voicu Groza and Emil Petriu (2017) “Soft-Data-Driven Resource Management for Concurrent Maritime Security Operations”, 2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA), Savannah, USA, March 27-31, 2017, to appear.[pdf] [BibTeX]

[C51] Nicolas Primeau, Rami Abielmona, Rafael Falcon and Emil Petriu (2017) “Maritime Smuggling Detection and Mitigation using Risk-Aware Hybrid Robotic Sensor Networks”, 2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA), Savannah, USA, March 27-31, 2017, to appear. [pdf] [BibTeX]

[C50] Rafael Falcon, Benjamin Desjardins, Rami Abielmona and Emil Petriu (2016) “Context-Driven Dynamic Risk Management for Maritime Domain Awareness”, 2016 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA), Athens, Greece, December 6 - 9, 2016 [pdf][BibTeX]

[C49] Frank Vanhoenshoven, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof and Mario Köppen (2016) “Detecting Malicious URLs using Machine Learning Techniques”, 2016 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA), Athens, Greece, December 6 - 9, 2016 [pdf][BibTeX]

[C48] Nicolas Primeau, Rafael Falcon, Rami Abielmona, Voicu Groza and Emil Petriu (2016) “Improving Task Allocation in Risk-Aware Robotic Sensor Networks via Auction Protocol Selection”, 20th IEEE International Conference on Intelligent Engineering Systems 2016 (INES), Budapest, Hungary, June 30 - July 2, 2016, [pdf]

[C47] Alex Plachkov, Rami Abielmona, Moufid Harb, Rafael Falcon, Diana Inkpen, Voicu Groza and Emil Petriu (2016) “Automatic Course of Action Generation using Soft Data for Maritime Domain Awareness”, 2016 Genetic and Evolutionary Computation Conference (GECCO) - SecDef Workshop, Denver, USA, July 20-24, 2016, pp. 1071-1078 [pdf][BibTeX]


[C46] Benjamin Desjardins, Rafael Falcon, Rami Abielmona and Emil Petriu (2016) “Reliable Multiple Robot-Assisted Sensor Relocation using Multi-Objective Optimization”, 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, July 24-29, 2016, pp. 4476-4485 [pdf][BibTeX]

[C45] Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello and Koen Vanhoof (2016) “Partitive Granular Cognitive Maps to Graded Multilabel Classification, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Vancouver, Canada, July 24-29, 2016, pp. 1363-1370 [pdf][BibTeX]

[C44] Yamisleydi Salgueiro, José L. Velázquez, Rafael Bello, Rafael Falcon and Ann Nowé (2016) “Multi-objective Model for Ferro Alloy Additions in Stainless Steel Production”, 12th International Conference on Operations Research (ICOR), Havana, Cuba, March 8-11, 2016, [pdf]

[C43] Benjamin Desjardins, Rafael Falcon, Rami Abielmona and Emil Petriu (2015) “A Multi-Objective Optimization Approach to Reliable Robot-Assisted Sensor Relocation”, 2015 IEEE Congress on Evolutionary Computation (CEC), Sendai, Japan, May 25-28, 2015, pp. 956-964 [pdf][BibTeX]

[C42] Ricardo Navarro, Rafael Falcon, Tadahiko Murata and Chyon Hae Kim (2015) “A Generic Niching Framework for Variable Mesh Optimization”, 2015 IEEE Congress on Evolutionary Computation (CEC), Sendai, Japan, May 25-28, 2015, pp. 1994-2001 [pdf][BibTeX]

[C41] Jamieson McCausland, Rami Abielmona, Rafael Falcon and Emil Petriu (2015) “Risk-Aware Sensor Networks for Critical Infrastructure Monitoring”, 11th International Conference on Shock and Impact Loads on Structures  (SILOS 2015), Ottawa, Canada, May 14-15, 2015, pp. 295 - 304 [pdf][BibTeX]

[C40] Lenniet Coello, Yaima Filiberto, Rafael Bello and Rafael Falcon (2015) “Improving the IRBASIR Algorithm with Bayesian Networks”, Fifth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support (EUREKA), Mexico City, Mexico, April 21-24, 2015, to appear.

[C39] Rafael Falcon, Rami Abielmona and Sean Billings (2015) “Risk-Driven Intent Assessment and Response Generation in Maritime Surveillance Operations”, 2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), Orlando, FL, USA, March 9-12, 2015, pp. 151-157 [pdf][BibTeX]

[C38] Rafael Falcon, Rami Abielmona, Sean Billings, Alex Plachkov and Hussein Abbas (2014) “Risk Management with Hard-Soft Data Fusion in Maritime Domain Awareness”, 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA), Hanoi, Vietnam, December 14-17, 2014, pp. 1-8 [pdf][BibTeX]

[C37] Yumilka Fernandez, Lenniet Coello, Yaima Filiberto, Rafael Bello and Rafael Falcon (2014) “Learning Similarity Measures from Data with Fuzzy Sets and Particle Swarms”, 11th International Conference on Electrical Engineering, Computer Science and Automatic Control (CCE), Ciudad del Carmen, Mexico, September 29- October 3, 2014, pp. 296-301 [pdf][BibTeX]

[C36] Rami Abielmona, Rafael Falcon, Paris Vachon and Voicu Groza (2014) “Vessel Tracking and Anomaly Detection using Level 0/1 and High-Level Information Fusion Techniques”, 6th International Workshop on Soft Computing Applications (SOFA), Timisoara, Romania, July 24-26, 2014, to appear.


[C35] Rafael Falcon, Rami Abielmona and Erik Blasch (2014) “Behavioral Learning of Vessel Types with Fuzzy-Rough Decision Trees”, 17th International Conference on Information Fusion (FUSION), Salamanca, Spain, July 7-11, 2014, pp. 1-8 [pdf][BibTeX]


[C34] Jamieson McCausland, Rami Abielmona, Rafael Falcon, Ana-Maria Cretu and Emil Petriu (2014) “On the Role of Multi-Objective Optimization in Risk Mitigation for Critical Infrastructures with Robotic Sensor Networks”, 2014 Genetic and Evolutionary Computation Conference (GECCO) Workshops, Vancouver, Canada, July 12-16, 2014, pp. 1269-1276 [pdf][BibTeX]


[C33] Hang Shao, Rami Abielmona, Rafael Falcon and Nathalie Japkowicz (2014) “Vessel Track Correlation and Association using Fuzzy Logic and Echo State Networks”, 2014 IEEE Congress on Evolutionary Computation (CEC), Beijing, China, July 6-11, 2014, pp. 2322-2329 [pdf][BibTeX]
 
[C32] Amir Razavi, Diana Inkpen, Rafael Falcon and Rami Abielmona (2014) “Textual Risk Mining for Maritime Situational Awareness”, 2014 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), San Antonio, TX, USA, March 3-6, 2014, pp. 167-173 [pdf][BibTeX]

[C31] Gonzalo Napoles, Isel Grau, Rafael Bello, Rafael Falcon and Ajith Abraham (2013) “Self-adaptive Differential Particle Swarm using a Ring Topology for Multimodal Optimization”, 2013 International Conference on Intelligent Systems Design and Applications (ISDA), Serdang, Malaysia, December 8-10, 2013, pp. 35-40 [pdf][BibTeX]
 
[C30] Jamieson McCausland, Rami Abielmona, Rafael Falcon, Ana-Maria Cretu and Emil Petriu (2013) “Auction-based Node Selection of Optimal and Concurrent Responses for a Risk-Aware Robotic Sensor Network”, IEEE International Symposium on Robotic and Sensor Environments (ROSE), Washington DC, USA, October 21-23, 2013, pp. 136-141 [pdf][BibTeX]
 
[C29] Ricardo Navarro, Rafael Bello, Rafael Falcon and Ajith Abraham (2013) “Niche-Clearing-based Variable Mesh Optimization for Multimodal Problems”, 5th World Congress on Nature and Biologically Inspired Computing (NaBIC), Fargo, USA, August 12-14, 2013, pp. 161-168. [pdf][BibTeX]
 
[C28] Jamieson McCausland, George Di Nardo, Rafael Falcon, Rami Abielmona, Voicu Groza and Emil Petriu (2013) “A Proactive Risk-Aware Robotic Sensor Network for Critical Infrastructure Protection”, IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), Milan, Italy, July 15-17, 2013, pp. 132-137 [pdf][BibTeX]

[C27] Rafael Falcon, Rami Abielmona and Amiya Nayak (2012) “An Online Shadowed Clustering Algorithm Applied to Risk Visualization in Territorial Security”, IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA), Ottawa, Canada, July 11-13, 2012, pp. 1-8. [pdf][BibTeX]

[C26] Rafael Falcon, Hai Liu, Amiya Nayak and Ivan Stojmenovic (2012) “Controlled Straight Mobility and Energy-Aware Routing in Robotic Wireless Sensor Networks”, IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS), Hangzhou, China, May 16-18, 2012, pp. 150 - 157. [pdf][BibTeX]

[C25] Rafael Falcon and Rami Abielmona (2012) “A Response-Aware Risk Management Framework for Search-and-Rescue Operations”, IEEE Congress on Evolutionary Computation (CEC), Brisbane, Australia, June 10-15, 2012, pp. 1540 - 1547 [pdf][BibTeX]


[C24] Rafael Falcon, Xu Li, Amiya Nayak and Ivan Stojmenovic (2012) “A Harmony-Seeking Firefly Swarm to the Periodic Replacement of Damaged Sensors by a Team of Mobile Robots”, IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10-15, 2012, pp. 6436-6440. [pdf][BibTeX]

[C23] Rafael Falcon, Rami Abielmona and Amiya Nayak (2011) “An Evolving Risk Management Framework for Wireless Sensor Networks”, IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA), Ottawa, Canada, September 19-21, 2012, pp. 1 - 6. [pdf][BibTeX]

[C22] Rafael Falcon, Marcio Almeida and Amiya Nayak (2011) “Fault Identification with Binary Adaptive Fireflies in Parallel and Distributed Systems”, IEEE Congress on Evolutionary Computation (CEC), New Orleans, Louisiana, USA, June 5 - 8, 2011, pp. 1359 - 1366. [pdf][BibTeX]

[C21] Rafael Falcon, Benoit Depaire and An Caris (2011) “The One-Commodity Traveling Salesman Problem with Selective Pickup and Delivery”, 25th Conference of the Belgian Operations Research Society (ORBEL 25), Ghent, Belgium. [BibTeX]

[C20] Rafael Falcon, Marcio Almeida, Amiya Nayak and Rafael Bello (2011) “Reliable Fault Detection in Diagnosable Systems with Dynamic Mesh Optimization”, Proceedings at the International Conference on Computer Science and Informatics, Havana, Cuba. [pdf][BibTeX]


[C19] Rafael Falcon, Xu Li, Amiya Nayak and Ivan Stojmenovic (2010) “The One-Commodity Traveling Salesman Problem with Selective Pickup and Delivery: an Ant Colony Approach”, IEEE Congress on Evolutionary Computation (CEC), Barcelona, Spain, July 18-23 2010, pp. 4326-4333. [pdf][BibTeX]



[C18] Rafael Falcon, Marcio Almeida and Amiya Nayak (2010) “A Binary Particle Swarm Optimization Approach to Fault Diagnosis in Parallel and Distributed Systems”, IEEE Congress on Evolutionary Computation (CEC), Barcelona, Spain, July 18-23 2010, pp. 41-48. [pdf][BibTeX]



[C17] Rafael Falcon, Xu Li and Amiya Nayak (2010) “Carrier-Based Coverage Augmentation in Wireless Sensor and Robot Networks”, 7th Int'l Workshop on Wireless Ad Hoc and Sensor Networks (WWASN, colocated with IEEE 30th Int'l Conference on Distributed Computing Systems), Genoa, Italy, pp. 234-239. [pdf][BibTeX]



[C16] Kangjun Lee, Gwanggil Jeon, Rafael Falcon, Changwoo Ha and Jechang Jeong (2009) “An Adaptive Fast Multiple Reference Frame Selection Algorithm for H.264/AVC Using Reference Region Data”, In: IEEE Workshop on Signal Processing Systems: Design and Implementation, Tampere, Finland, pp. 93 – 96. [][BibTeX]



[C15] Rafael Falcon, Gwanggil Jeon, Kangjun Lee, Rafael Bello and Jechang Jeong (2009) “Mechanisms of Partial Supervision in Rough Clustering Approaches”, In: P. Wen et al (eds.) Rough Sets and Knowledge Technology (RSKT) 2009, Gold Coast, Australia, Lecture Notes in Computer Science Vol. 5589, pp. 38 – 45. [][BibTeX]
  
 
[C14] Rafael Falcon, Benoît Depaire, Koen Vanhoof and Ajith Abraham (2008) “Towards a Suitable Reconciliation of the Findings in Collaborative Fuzzy Clustering”. 8th International Conference on Intelligent Systems Design and Applications – ISDA 2008, Taiwan, IEEE CS Press, USA, ISBN 978-0-7695-3382-7, pp. 652-657. [][BibTeX]
  
 
[C13] Amilkar Puris, Rafael Bello, Rafael Falcon and Yudel Gomez (2008) “Feature Selection through Dynamic Mesh Optimization”, In: J. Ruiz-Shulcloper and W. Kropatsch (eds), “Progress in Pattern Recognition, Image Analysis and Applications”, Lecture Notes in Computer Science Vol. 5197, pp. 348- 355, Springer-Verlag Berlin Heidelberg. [][BibTeX]
  
 
[C12] Gwanggil Jeon, Rafael Falcon, Joohyun Lee and Jechang Jeong (2008) “Spatio-Temporal Edge-Based Weighted Fuzzy Filtering for Providing Interlaced Video on a Progressive Display”. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Hong Kong, June 1-6, pp. 258 – 263. [][BibTeX]
  
 
[C11] Rafael Falcon, Rafael Bello, Gwanggil Jeon, Jechang Jeong (2007) “Learning Collaboration Links in a Collaborative Fuzzy Clustering Environment” In: 6th Mexican International Conference on Advances in Artificial Intelligence (MICAI), Lecture Notes in Artificial Intelligence Vol. 4827 pp. 483-495 (2007). [][BibTeX]
  
 
[C10] María Chávez, Gladis Casas, Rafael Falcon, Jorge Moreira, Ricardo Grau (2007) “Building Fine Bayesian Networks Aided by PSO-based Feature Selection” In: 6th Mexican International Conference on Advances in Artificial Intelligence (MICAI), Lecture Notes on Artificial Intelligence Vol. 4827 pp. 441-451 (2007). [][BibTeX]
  
 
[C09] Gwanggil Jeon, Rafael Falcon, Rafael Bello, Donghyung Kim, Jechang Jeong (2007) “Application of Bayesian Network for Fuzzy Rule-Based Video Deinterlacing” In: D. Mery and L. Rueda (Eds) PSIVT 2007, Lecture Notes in Computer Science Vol. 4872 pp. 867-878 (2007). [][BibTeX]
  
 
[C08] Yanet Rodríguez, Rafael Falcon, Alain Varela, María M García (2006) “Learning Membership Functions for an Associative Fuzzy Neural Network”, Proceedings of the 1st International Symposium on Fuzzy and Rough Sets (ISFUROS 2006), Editorial Feijoo, ISBN 959-250-308-7, 67 – 68. [][BibTeX]
  
 
[C07] Rafael Falcon, Aylín Labrador, Ángel M. Navarro, Yanet Rodríguez, María M. García (2006) “Módulo de Experimentación Combinatoria para la Evaluación de Modelos Neuroborrosos Asociativos”, Proceedings of the 7th International Scientific Conference UNICA 2006, ISBN 959-16-0473-4, 18 – 19. [][BibTeX]
  
 
[C06] Yanet Rodríguez, Xiomara Cabrera, Rafael Falcon, Zenaida Herrera, Ana M Contreras, María M. García (2005) “Artificial Intelligence Hybrid Model Applied to Wastewater Treatment” In: Lecture Series in Computer and Computational Sciences, Vol. 2, Brill (2005) 132 – 135. [BibTeX]
  
 
[C05] Yanet Rodríguez, Xiomara Cabrera, Rafael Falcon, Zenaida Herrera, Ana M Contreras, María M García (2005) “CBR-ANN Hybrid Model to Optimize the Sequence of Wastewater Treatments” In: Proceedings of the International Conference on Information Technology for Environmental Engineering (ITEE 2005), Shaker Verlag, ISBN 38322-4362-3. [][BibTeX]
  
 
[C04] Rafael Falcon, Yanet Rodríguez, María M García, Rafael Bello, Alain Varela, Yasel Couce (2005) “Plataforma Evaluadora de Modelos Asociativos Neuroborrosos” In: Proceedings of the XII International Symposium on Electrical Engineering (SIE 2005), ISBN 959-250-201-3, pp. 72-76. [][BibTeX]
  
 
[C03] Yanet Rodríguez, María M García, Rafael Bello, Rafael Falcon (2005) “Explicación Basada en Casos Utilizando Conjuntos Borrosos para un Sistema Experto Conexionista” In: XI International Convention “Informática 2005”, ISBN 959-7164-87-6. [][BibTeX]
  
 
[C02] Yanet Rodríguez, María M Garcia, Rafael Bello, Rafael Falcon (2005) “Extending CBR-ANN Hybrid Models Using Fuzzy Sets” In: Proceedings of the 2005 International Conference on Neural Networks and Brain (ICNN&B), ISBN 0-7803-9422-4, pp. 1755-1760. [][BibTeX]
  
 
[C01] Rafael Falcon and Yanet Rodríguez (2004) “NeuroDeveloper 2.0: A Computational Tool for the Artificial Neural Networks Development in Presence of Fuzzy Traits” In: X International Convention “Informática 2004”, ISBN 959-237-117-2. [][BibTeX]
  
 
 
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