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Maikel León

Maikel León Espinosa

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Journal Articles

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2023
[j8]
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  - journals/isci/NapolesHKJE23
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Gonzalo Nápoles, Fabian Hoitsma, Andreas Knoben, Agnieszka Jastrzebska, Maikel León Espinosa:
Prolog-based agnostic explanation module for structured pattern classification. Inf. Sci. 622: 1196-1227 (2023)
[j7]
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Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa:
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification. IEEE Trans. Cybern. 53(10): 6083-6094 (2023)
2018
[j6]
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Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof:
FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps. Int. J. Artif. Intell. Tools 27(7): 1860010:1-1860010:25 (2018)
2014
[j5]
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Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Koen Vanhoof:
Learning and clustering of fuzzy cognitive maps for travel behaviour analysis. Knowl. Inf. Syst. 39(2): 435-462 (2014)
2013
[j4]
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Maikel León, Gonzalo Nápoles, Rafael Bello, Lusine Mkrtchyan, Benoît Depaire, Koen Vanhoof:
Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps. Int. J. Comput. Intell. Syst. 6(6): 1012-1039 (2013)
2012
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Els Hannes, Diana Kusumastuti, Maikel León Espinosa, Davy Janssens, Koen Vanhoof, Geert Wets:
Mental maps and travel behaviour: meanings and models. J. Geogr. Syst. 14(2): 143-165 (2012)
2010
[j2]
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  - journals/polibits/LeonNGBV10
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Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof:
A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences. Polibits 42: 43-49 (2010)
2007
[j1]
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  - journals/rasi/EspinosaSG07
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Maikel León Espinosa, Natalia Martínez Sánchez, Zoila Zenaida García:
Generating Intelligent Teaching-Learning Systems using Concept Maps and Case-Based Reasoning. Rev. Avances en Sistemas Informática 4(1): 17-22 (2007)

Conference and Workshop Papers

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2024
[c22]
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  - conf/flairs/StrubleES24
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Emily Struble, Maikel León Espinosa, Erotokritos Skordilis:
Intelligent Prevention of DDoS Attacks using Reinforcement Learning and Smart Contracts. FLAIRS 2024
[c21]
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Hanna DeSimone, Maikel León Espinosa:
Explainable AI: The Quest for Transparency in Business and Beyond. ICICT 2024: 532-538
2023
[c20]
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Maikel León Espinosa:
Aggregating Procedure for Fuzzy Cognitive Maps. FLAIRS 2023
2020
[c19]
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  - conf/sgai/HoitsmaKEN20
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Fabian Hoitsma, Andreas Knoben, Maikel León Espinosa, Gonzalo Nápoles:
Symbolic Explanation Module for Fuzzy Cognitive Map-Based Reasoning Models. SGAI Conf. 2020: 21-34
2019
[c18]
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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: 77-87
2017
[c17]
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  - conf/birthday/NapolesEGVB17
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Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof, Rafael Bello:
Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges. Soft Computing Based Optimization and Decision Models 2017: 83-98
[c16]
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Gonzalo Nápoles, Maikel León, Isel Grau, Koen Vanhoof:
Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification. ICTAI 2017: 644-651
2016
[c15]
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Maikel León Espinosa, Gonzalo Nápoles Ruiz:
Modeling and Experimentation Framework for Fuzzy Cognitive Maps. AAAI 2016: 4361-4362
[c14]
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  - conf/ssci/VanhoenshovenNC16
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Frank Vanhoenshoven, Gonzalo Nápoles, Mathijs Creemers, Maikel León Espinosa, Koen Vanhoof:
Analyzing the impact of the adaptive clearing mechanism on algorithm accuracy in Variable Mesh Optimization. SSCI 2016: 1-8
2015
[c13]
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Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou:
A computational tool for simulation and learning of Fuzzy Cognitive Maps. FUZZ-IEEE 2015: 1-8
2013
[c12]
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  - conf/ifip12/LeonDV13
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Maikel León, Benoît Depaire, Koen Vanhoof:
Fuzzy Cognitive Maps with Rough Concepts. AIAI 2013: 527-536
2012
[c11]
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  - conf/iberamia/GrauNLG12
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Isel Grau, Gonzalo Nápoles, Maikel León, Ricardo Grau:
Fuzzy Cognitive Maps for Modelling, Predicting and Interpreting HIV Drug Resistance. IBERAMIA 2012: 31-40
[c10]
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  - conf/icann/LeonMDRBV12
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Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Rafael Bello, Koen Vanhoof:
Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling. ICANN (1) 2012: 718-725
[c9]
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Lusine Mkrtchyan, Maikel León, Benoît Depaire, Da Ruan, Koen Vanhoof:
Clustering of Fuzzy Cognitive Maps for Travel Behavior Analysis. IS-MiS 2012: 57-66
[c8]
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Gonzalo Nápoles, Isel Grau, Maikel León, Ricardo Grau:
Modelling, Aggregation and Simulation of a Dynamic Biological System through Fuzzy Cognitive Maps. MICAI (2) 2012: 188-199
2011
[c7]
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  - conf/iwinac/LeonNRGBV11
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Maikel León, Gonzalo Nápoles, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof:
A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System. IWINAC (2) 2011: 243-256
[c6]
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Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof:
Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning. MICAI (2) 2011: 82-94
2010
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  - conf/micai/LeonRGBV10
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Maikel León, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof:
Fuzzy Cognitive Maps for Modeling Complex Systems. MICAI (1) 2010: 166-174
2008
[c4]
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Maikel León, Isis Bonet, María M. García, Zoila Zenaida García:
Combining Concept Maps and Petri Nets to Generate Intelligent Tutoring Systems: A Possible Approach. MICAI 2008: 797-805
2007
[c3]
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  - conf/eatis/EspinosaSV07
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Maikel León Espinosa, Natalia Martínez Sánchez, Zoila Zenaida García Valdivia:
Concept maps and case-based reasoning: a perspective for the intelligent teaching/learning systems. EATIS 2007: 2
[c2]
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Maikel León Espinosa, Natalia Martínez Sánchez, Zoila Zenaida García Valdivia, Rafael Bello Pérez:
Concept Maps Combined with Case-Based Reasoning in Order to Elaborate Intelligent Teaching/Learning Systems. ISDA 2007: 205-210
[c1]
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  - conf/micai/MartinezLG07
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Natalia Martínez, Maikel León, Zoila Zenaida García:
Features Selection Through FS-Testors in Case-Based Systems of Teaching-Learning. MICAI 2007: 1206-1217

Informal and Other Publications

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2021
[i2]
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  - journals/corr/abs-2107-03423
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Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa:
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification. CoRR abs/2107.03423 (2021)
[i1]
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  - journals/corr/abs-2112-12641
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Gonzalo Nápoles, Fabian Hoitsma, Andreas Knoben, Agnieszka Jastrzebska, Maikel León Espinosa:
Prolog-based agnostic explanation module for structured pattern classification. CoRR abs/2112.12641 (2021)

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