Machine learning, deep learning, estimation of distribution algorithms, representation learning, semi-supervised learning, nature-inspired computing, evolutionary computing, evol. multi-objective optimization, genetic programming, etc.

Universidade Federal Flumenense
POSTGRADO
Machine Learning
GRADO
Computer Science
Artificial Intelligence
Introduction to Programming, Data Structures and Algorithms

Pontificia Universidade Cato?lica do Rio de Janeiro
POSTGRADO
PhD Program on Electrical Engineering
Advanced Evolutionary and Stochastic Algorithms

Universidad Carlos III de Madrid
POSTGRADO
Master interuniversitario en Intelligence Analyst (UC3M y URJC; http://www. masteranalistadeinteligencia.com/)
Data Mining and Information Extraction
Master enLibraries and Digital Information Services and Knowledge Management
Master en Information and Documentation
Knowledge Management
GRADO
Ingeniería en Computación
Uncertainty Reasoning
Artificial Intelligence in Organizations
Data Mining
Knowledge Engineering
Theory of Computer Science I and II
Turismo
Computer Science Applied to the Touristic Sector Business Management and Administration
Management Computer Science

Universidad de La Habana
GRADO
Computer Science
Introduction to Logic
Simulation and Modeling and Computer Networks
Artificial Intelligence

Supervisión de Estudiantes y Tutorías
Universidade Federal Fluminense
Marinho, Wemerson (2018) Word101 - A Compact Encoding of Words using Character-Level Information applied to Convolutional Neural Network Text Classification. Master thesis.
Cinalli, Daniel (March 2017) Multiobjective optimization for data pre-processing and feature selection. PhD thesis. http://lattes.cnpq.br/3485118556641412
Boden, Lucas (2017) Applying deep learning for self-driving cars. BSc. thesis. In progress
Ferreira de Moraes, Roge?rio (in progress) Deep reinforcement learning for natural language processing. PhD Thesis.
Campos, Rodrigo (in progress) Stopping criteria for multi-objective optimization. Master thesis.

Pontificia Universidade Católica do Rio de Janeiro
Revelo Apraez, Cesar David (July 2016) Abordagem Hi?brida Neuro-Evolucina?ria para Ponderac?a?o Dina?mica de Previsores — A hybrid neuro-evolutionary approach for the dynamical weighting of predictors. Master thesis.

Universidad Carlos III de Madrid
Bona, Ignacio (2009) Programacio?n gene?tica aplicada a la resolucio?n del cubo de Rubik. Proyecto de Fin de Carrera (equiv. BSc thesis) http://hdl.handle.net/10016/7645.
Beloki, Julen (2009) GrammaTEX: Corrector gramatical para documentos LATEX. Proyecto de Fin de Carrera (equiv. BSc thesis) http://e-archivo.uc3m.es/handle/10016/7523.

REVISOR DE ARTICULOS EN REVISTAS
Journal of Multi-Criteria Decision Analysis
IEEE Transactions on Evolutionary Computation
Neurocomputing
IEEE Transactions on Systems, Man and Cybernetics — Part B: Cybernetics
Computational Optimization and Applications
ISRN Artificial Intelligence
Information Sciences
Future Generation Computer Systems
Journal of Sensors
IEEE Transactions on Industrial Informatics
IEEE Systems Journal
IEEE Computational Intelligence Magazine
Sensors
International Transactions in Operational Research
Applied Soft Computing
International Journal of Data Mining and Bioinformatics
Journal of Global Optimization
Journal of Industrial and Management Optimization
Engineering Optimization
Applied Computing and Informatics
IEEE Transactions on Cognitive and Developmental Systems
Entropy
Telecommunication Computing Electron- ics and Control
Safety Science
Combinatorial Chemistry & High Through-put Screening

PARTE DEL COMITE DE PROGRAMA DE CONFERENCIAS
2016 IEEE Latin American Conference on Computational Intelligence (IEEE LA-CCI).
2014 Ibero-American Conference on Artificial Intelligence (IBERAMIA).
2014 - Actual Workshop on Intelligent Systems for Context-based Information Fusion, http://www.paams. net/iscif.
2012 - Actual EVOLVE — A bridge between Probability, Set Oriented Numerics and Evolutionary Computation.
2012 - Actual Mexican International Conference on Artificial Intelligence.
2010 - Actual IEEE Congress on Evolutionary Computation (CEC).
2010 Simulated Evolution And Learning (SEAL).
2009 - Actual International Work Conference on Neural Networks (IWANN).
2008 - Actual Genetic and Evolutionary Computation Conference (GECCO).
2008 - Actual International Florida Artificial Intelligence Research Society (FLAIRS) Conferences; Data Min- ing Special Track.
2003 - 2006 International Florida Artificial Intelligence Research Society (FLAIRS) Conferences; Neural Networks Track.

TUTORIALES, CONFERENCIAS Y SEMINARIOS
2019 MEMS-LATAM (Microsystems for Latin America). School organized with Université Grenoble Apes, IMEP-LAHC, Leti CEA Tech and Universidad Técnica Federico Santa María.
2020 Uso del Scikit-learn. Formación de los integrantes del Dpto de la Gerencia de Datos del Servicio Nacional de Minería y Geología de Chile.
2020 CIPTEMIN Sesión 2 - Inteligencia Artificial con scikit-learn para CIPTEMIN.
2020 Machine Learning with scikit-learn. Inria Academy sesion organized for the Trophée Startup 2020 finalists in the framework of the Inria Chile Startup Studio https://inria.cl/es/trophee-startup-conoce-las-5-startups-finalistas 
2017 IEEE Conference on Evolutionary Computation (IEEE CEC’2017), Applying Stopping Criteria in Evolutionary Multi-Objective Optimization, San Sebastian, Spain. http://www.cec2017.org/#tutorials; http://lmarti.com/stopping
2016 6a Escola Luso-Brasileira de Computac?a?o Evolutiva, Many-Objective Optimization with Evolutionary Algorithms, Universidade do Minho, Guimara?es, Portugal. http://www.dep.uminho.pt/EscolaEAs2016/
2015 IEEE Conference on Evolutionary Computation (IEEE CEC’2015), Tutorial on Convergence Detection and Stopping Criteria for Evolutionary Multi-Objective Optimization, Sendai, Japan. http://sites.ieee.org/cec2015/tutorials/; http://lmarti.com/stopping
2015 Dagstuhl Seminar on Understanding Complexity in Multiobjective Optimization, Seminar 15031, January 2015, Schloss Dagstuhl — Leibniz-Zentrum fu?r Informatik, Dagstuhl, Germany. http://www.dagstuhl.de/de/programm/kalender/semhp/?semnr=15031
2014 5a Escola Luso-Brasileira de Computac?a?o Evolutiva, Multi-objective Estimation of Distribution Algorithms, Laborato?rio Nacional de Computac?a?o Cienti?fica (LNCC), Petro?polis, Brazil. http://www.lncc.br/eventoSeminario/eventoconsultar.php?vMenu=5&idt_evento=1263
2010 Invited speaker at the 9th Workshop on Quality Improvement Methods, Tutorial on EMO Stopping Criteria: Detecting Stagnation in Multi-Objective Optimization, Universita?tskolleg Bommerholz — T.U. Dortmund, Dortmund, Germany.
2009 Dagstuhl Seminar on Hybrid and Robust Approaches to Multiobjective Optimization, Seminar 09041, January 2009, Schloss Dagstuhl — Leibniz-Zentrum fu?r Informatik, Dagstuhl, Germany. http://www.dagstuhl.de/en/programm/kalender/semhp/?semnr=09041
2004 4th Cuban-Canadian Meeting on Data Structures and Algorithms, Universidad de La Habana, La Habana, Cuba.
2003 3rd Cuban-Canadian Meeting on Data Structures and Algorithms, Universidad de La Habana, Havana, Cuba.
2002 Italo-Cuban School of Bioinformatics, Universidad de La Habana, Havana, Cuba. Sponsored by UNESCO, the Italian Foreign Ministry and the Universidad de La Habana.
2001 Distributed systems programming with Java technology, Sun Microsystems Educational Services, Toronto, Canada.
1999 School on Theory and Applications of Programming, Universidad de La Habana, Havana, Cuba. Sponsored by UNESCO, the Italian Foreign Ministry and the Universidad de La Habana.
1998 Advanced Programming School, Universidad de La Habana, Havana, Cuba. Sponsored by UNESCO, the Italian Foreign Ministry and the Universidad de La Habana.

SERVICIOS PÚBLICOS, VOCACIONALES Y NO CURRICULARES
2008-2011 Un viaje a la informática a través del cine, curso de verano abierto (público general) de la UC3M en el que se explican los principales temas de la informática utilizando películas como leit motiv y example, Madrid, España.
2008 "Curso Cero" sobre el uso de Linux, cursos de la UC3M para estudiantes no ingenieros para que se acostumbren a usar Linux y otro software de código abierto en sus actividades académicas, Madrid, España.
2007-2011 Talleres de Ingeniería Profesional de la UC3M, charlas en institutos de la zona de Madrid para motivar a los estudiantes a involucrarse y estudiar carreras de ingeniería, Madrid, España.
2002 Una breve historia de la computación y la inteligencia artificial en Cuba, charla invitada en la Sección Stu- diana del IEEE de la Universidad de Málaga, Málaga, España.

PRESIDENTE EN EVENTOS ACADÉMICOS
2017 General chair, XIII Brazilian Congress on Computational Intelligence (CBIC 2017), UFF–UERJ, Nitero?i (RJ) Brazil. http://cbic2017.org
WORKSHOPS
2018 Workshop organizer, 2018 Workshop on Intelligent Operations of the Energy Sector, Held in conjunction with GECCO 2018, Kyoto, Japan. https://iomes2018.github.io
2016 Workshop organizer, Second Workshop on Advances in Evolutionary Computation, FMC/Univ. of Havana, La Habana, Cuba. http://lmarti.com/waec2016/
2014 Workshop organizer, First Workshop on Advances in Evolutionary Computation, DEE/PUC- Rio, Rio de Janeiro, Brazil. http://lmarti.com/waec2014/
2010 Workshop organizer, Designing Evolutionary Processes (S133), IEEE Conference on Evolutionary Computation, part of IEEE World Congress on Computational Intelligence, Barcelona, Spain. http://www.giaa.inf.uc3m.es/miembros/lmarti/dep-wcci-2010
2008 Session chair, Estimation of Distribution Algorithms Track, 2008 IEEE Congress on Evolutionary Computation (CEC’08), Hong Kong, China.

MIEMBRO DE SOCIEDADES
Association for Computing Machinery (ACM); Special Interest Group on Evolutionary Computation (ACM SIGEVO).
Institute of Electric and Electronic Engineers (IEEE); Computational Intelligence Society (CIS).
International Neural Networks Society (INNS).
Neural-Symbolic Learning and Reasoning Association (NeSy).
Foundation for Open Access Statistics (FOAS).

IDIOMAS
Español Lengua materna
Inglés Fluido
Portugués Fluido
Italiano Fluido
Francés Básico