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NEWS |
( view all)
Dec 1
2014
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Journal paper accepted
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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 |
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Award
received
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Rafael
has been selected as the recipient of the 2014 MITACS & NRC-IRAP Award for Commercialization.
Aug 15
2014
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Conference
paper accepted
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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
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Conference paper accepted
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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
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R&D
project awarded
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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"
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Publication Record |
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Books (5) |
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[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] |
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[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]
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[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]
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[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]
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[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] |
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Journal papers (17) |
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[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](images/pdf.jpg) ]
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[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](images/pdf.jpg) ]
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[J15] Rafael
Falcon, Gonzalo Nápoles, Rafael Bello and Koen Vanhoof (2018) “ Granular Cognitive Maps: A Review”,
Granular Computing, to appear [ ![pdf](images/pdf.jpg) ]
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[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](images/pdf.jpg) ][ BibTeX]
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[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
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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
[ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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Book chapters (14) |
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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
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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
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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
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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 [ ![](images/pdf.jpg) ][ BibTeX]
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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[ ![](images/pdf.jpg) ][ BibTeX]
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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 [ ![](images/pdf.jpg) ][ BibTeX]
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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 [ ![](images/pdf.jpg) ][ BibTeX]
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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]
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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. [ ![](images/pdf.jpg) ][ BibTeX]
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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. [ ![](images/pdf.jpg) ][ BibTeX]
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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. [ ![](images/pdf.jpg) ][ BibTeX]
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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. [ ![](images/pdf.jpg) ][ BibTeX]
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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. [ ![](images/pdf.jpg) ][ BibTeX]
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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. [ ![](images/pdf.jpg) ][ BibTeX]
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Conference papers (70) |
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[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
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[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
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[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
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[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
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[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](images/pdf.jpg) ]
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[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](images/pdf.jpg) ]
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[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.
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[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.
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[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.
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[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.
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[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](images/pdf.jpg) ]
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[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](images/pdf.jpg) ] [ BibTeX]
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[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](images/pdf.jpg) ]
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[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](images/pdf.jpg) ]
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[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.
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[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.
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[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](images/pdf.jpg) ]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ] [ BibTeX]
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[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](images/pdf.jpg) ] [ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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.
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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.
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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). [ ![](images/pdf.jpg) ][ BibTeX]
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[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). [ ![](images/pdf.jpg) ][ BibTeX]
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[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). [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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[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. [ ![](images/pdf.jpg) ][ BibTeX]
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