Publications

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H-Index: 6 (Source: Google Scholar)

Chapters in books

  1. A. Genovese, E. Muñoz, V. Piuri, and F. Scotti, "Advanced biometric technologies: emerging scenarios and research trends", in From Database to Cyber Security: Essays Dedicated to Sushil Jajodia on the Occasion of His 70th Birthday, ser. Lecture Notes in Computer Science, P. Samarati, I. Ray, and I. Ray (eds.), vol. 11170, Springer International Publishing, Cham, 2018, pp. 324-352. ISBN: 978-3-030-04834-1. [DOI: 10.1007/978-3-030-04834-1_17][PDF] [BibTex entry]
  2. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, and F. Scotti, "Applications of computational intelligence in industrial and environmental scenarios", in Learning Systems: from Theory to Practice, ser. Studies in Computational Intelligence, V. Sgurev, V. Piuri, and V. Jotsov (eds.), vol. 756, Springer International Publishing, Cham, 2018, pp. 29-46. ISBN: 978-3-319-75180-1. [DOI: 10.1007/978-3-319-75181-8_2][PDF] [BibTex entry]
  3. T. Nakama, K. LeBlanc, and E. Muñoz and E. Ruspini, "Generalizing and formalizing precisiation language to facilitate Human-Robot Interaction", in Computational Intelligence: Revised and Selected Papers of the Int. Joint Conf., IJCCI 2013, K. Madani, A. Dourado, A. Rosa, J. Filipe, and J. Kacprzyk (eds.), Springer International Publishing, 2016, pp. 381-397. ISBN: 978-3-319-23392-5. [DOI: 10.1007/978-3-319-23392-5_21] [BibTex entry]
  4. J. M. Cadenas, M. C. Garrido, R. Martínez, and E. Muñoz, "A problem of ecological dynamic logistics", in Exploring Innovative and Successful Applications of Soft Computing, IGI Global, 2013, pp. 1-18. ISBN: 9781466647855. [DOI: 10.4018/978-1-4666-4785-5.ch001][PDF] [BibTex entry]
  5. A. D. Masegosa, E. Muñoz, D. Pelta, and J. M. Cadenas, "Using Knowledge Discovery in Cooperative Strategies: Two Case Studies", in Nature Inspired Cooperative Strategies for Optimization (NICSO 2010), Springer, 2010, pp. 25-38. ISBN: 978-3-642-12537-9. [DOI: 10.1007/978-3-642-12538-6_3][PDF] [BibTex entry]
  6. J. M. Cadenas, M. C. Garrido, E. Muñoz, C. Cruz Corona, D. A. Pelta, and J. L. Verdegay, "Different {approaches} for {cooperation} with {metaheuristics}.", in Encyclopedia of Artificial Intelligence, IGI Global, 2009, pp. 480-487. ISBN: 9781599048499. [DOI: 10.4018/978-1-59904-849-9.ch073][PDF] [BibTex entry]
  7. J. M. Cadenas, M. C. Garrido, and E. Muñoz, "A {hybrid} {system} of {nature} {inspired} {metaheuristics}", in Nature inspired cooperative strategies for optimization (NICSO 2007), N. Krasnogor, G. Nicosia, M. Pavone, and D. Pelta (eds.), Springer, Berlin, Heidelberg, 2008[PDF] [BibTex entry]
  8. J. M. Cadenas, M. C. Garrido, and E. Muñoz, "Impact of Fuzzy Logic in the Cooperation of Metaheuristics", in New Challenges in Applied Intelligence Technologies, N. T. Nguyen, and R. Katarzyniak (eds.), Springer Berlin Heidelberg, Berlin, Heidelberg, 2008, pp. 225-234. ISBN: 978-3-540-79354-0. [DOI: 10.1007/978-3-540-79355-7_22][PDF] [BibTex entry]

International journals

  1. S. C. Mukhopadhyay, S. K. S. Tyagi, N. K. Suryadevara, V. Piuri, F. Scotti, and S. Zeadally, "Artificial Intelligence-based sensors for next generation IoT applications: A review", in IEEE Sensors Journal, 2021, pp. 24920-24932 [DOI: 10.1109/JSEN.2021.3055618][PDF] [BibTex entry]
  2. R. Donida Labati, E. Muñoz, V. Piuri, A. Ross, F. Scotti, "Non-ideal iris segmentation using Polar Spline RANSAC and illumination compensation", in Computer Vision and Image Understanding, vol. 188, Elsevier, November, 2019. ISSN: 1077-3142. [DOI: 10.1016/j.cviu.2019.07.007][PDF] [BibTex entry]
  3. R. Donida Labati, E. Muñoz, V. Piuri, R. Sassi, and F. Scotti, "Deep-ECG: Convolutional Neural Networks for ECG biometric recognition", in Pattern Recognition Letters, vol. 126, Elsevier, September, 2019, pp. 78-85. ISSN: 0167-8655. [DOI: 10.1016/j.patrec.2018.03.028][PDF] [BibTex entry]
  4. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, and F. Scotti, "3-D granulometry using image processing", in IEEE Transactions on Industrial Informatics, vol. 15, no. 3, March, 2019, pp. 1251-1264. ISSN: 1551-3203. [DOI: 10.1109/TII.2018.2856466][PDF] [BibTex entry]
  5. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, and F. Scotti, "A novel pore extraction method for heterogeneous fingerprint images using Convolutional Neural Networks", in Pattern Recognition Letters, vol. 113, October, 2018, pp. 58-66. ISSN: 0167-8655. [DOI: 10.1016/j.patrec.2017.04.001][PDF] [BibTex entry]
  6. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Biometric recognition in Automated Border Control: a survey", in ACM Computing Surveys, vol. 49, no. 2, November, 2016, pp. 24:1-24:39. ISSN: 0360-0300. [DOI: 10.1145/2933241][PDF] [BibTex entry]
  7. E. Muñoz, J. M. Cadenas, Y. S. Ong, and G. Acampora, "Memetic music composition", in IEEE Trans. on Evolutionary Computation, vol. 20, no. 1, February, 2016. ISSN: 1089-778X. [DOI: 10.1109/TEVC.2014.2366871][PDF] [BibTex entry]
  8. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Computational intelligence for biometric applications: a survey", in International Journal of Computing, vol. 15, no. 1, 2016, pp. 40-49. ISSN: 2312-5381. [DOI: http://www.computingonline.net/index.php/computing/article/view/829] [BibTex entry]
  9. E. Muñoz, and E. H. Ruspini, "Simulation of fuzzy queueing systems with a variable number of servers, arrival rate, and service rate", in Fuzzy Systems, IEEE Transactions on, vol. 22, no. 4, August, 2014, pp. 892-903. ISSN: 1063-6706. [DOI: 10.1109/TFUZZ.2013.2278407][PDF] [BibTex entry]
  10. G. Acampora, J. M. Cadenas, V. Loia, and E. Muñoz, "Achieving memetic adaptability by means of agent-based machine learning", in IEEE Trans. on Industrial Informatics, vol. 7, no. 4, November, 2011, pp. 557-569. ISSN: 1551-3203. [DOI: 10.1109/TII.2011.2166782][PDF] [BibTex entry]
  11. G. Acampora, J. M. Cadenas, V. Loia, and E. Muñoz, "A multi-agent memetic system for human-based knowledge selection", in IEEE Trans. on Systems, Man and Cybernetics, Part A: Systems and Humans, vol. 41, no. 5, September, 2011, pp. 946-960. ISSN: 1083-4427. [DOI: 10.1109/TSMCA.2011.2109376][PDF] [BibTex entry]
  12. J. M. Cadenas, M. C. Garrido, and E. Muñoz, "Facing dynamic optimization using a cooperative metaheuristic configured via fuzzy logic and \{SVMs\}", in Applied Soft Computing, vol. 11, no. 8, 2011, pp. 5639 - 5651. ISSN: 1568-4946. [DOI: 10.1016/j.asoc.2011.03.029][PDF] [BibTex entry]
  13. J. M. Cadenas, M. C. Garrido, and E. Muñoz, "Using machine learning in a cooperative hybrid parallel strategy of metaheuristics", in Information Sciences, vol. 179, no. 19, 2009, pp. 3255 - 3267. ISSN: 0020-0255. [DOI: 10.1016/j.ins.2009.05.014][PDF] [BibTex entry]

Refereed Papers in Proceedings of International Conferences

 

  1. A. Anand, R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, and F. Scotti, "Age estimation based on face images and pre-trained Convolutional Neural Networks", in Proc. of the 2017 IEEE Symp. on Computational Intelligence for Security and Defense Applications (CISDA 2017), Honolulu, HI, USA, November 27-30, 2017, pp. 1-7. ISBN: 978-1-5386-2726-6. [DOI: 10.1109/SSCI.2017.8285381][PDF] [BibTex entry]
  2. A. Anand, R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Enhancing fingerprint biometrics in Automated Border Control with adaptive cohorts", in Proc. of the 2016 IEEE Symp. on Computational Intelligence for Security and Defense Applications (CISDA 2016), Athens, Greece, December 6-9, 2016, pp. 1-8. ISBN: 978-1-5090-4240-1. [DOI: 10.1109/SSCI.2016.7850073][PDF] [BibTex entry]
  3. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Emerging biometric technologies for Automated Border Control gates", in Proc. of the 13th Int. Conf. on Pattern Recognition and Information Processing (PRIP 2016), Minsk, Belarus, October 3-5, 2016 [BibTex entry]
  4. A. Anand, R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Enhancing the performance of multimodal Automated Border Control systems", in Proc. of the 15th Int. Conf. of the Biometrics Special Interest Group (BIOSIG 2016), Darmstadt, Germany, September 21-23, 2016, pp. 1-5. ISBN: 978-3-8857-9654-1. [DOI: 10.1109/BIOSIG.2016.7736922][PDF] [BibTex entry]
  5. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Computational intelligence for industrial and environmental applications", in Proc. of the 8th IEEE Int. Conf. on Intelligent Systems (IS 2016), Sofia, Bulgaria, September 4-6, 2016, pp. 8-14. ISBN: 978-1-5090-1354-8. [DOI: 10.1109/IS.2016.7737423][PDF] [BibTex entry]
  6. A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Towards touchless pore fingerprint biometrics: a neural approach", in Proc. of the 2016 IEEE Congress on Evolutionary Computation (CEC 2016), Vancouver, BC, Canada, July 24-29, 2016, pp. 4265-4272. ISBN: 978-1-5090-0623-6. [DOI: 10.1109/CEC.2016.7744332][PDF] [BibTex entry]
  7. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Analyzing images in frequency domain to estimate the quality of wood particles in OSB production", in Proc. of the 2016 IEEE Int. Conf. on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA 2016), Budapest, Hungary, June 27-29, 2016, pp. 1-6. ISBN: 978-1-4673-9759-9. [DOI: 10.1109/CIVEMSA.2016.7524251][PDF] [BibTex entry]
  8. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Automated Border Control systems: biometric challenges and research trends", in Proc. of the 11th Int. Conf. on Information Systems Security (ICISS 2015), ser. Lecture Notes in Computer Science, vol. 9478, Kolkata, India, December 16-20, 2015, pp. 11-20. ISBN: 978-3-319-26960-3. [DOI: 10.1007/978-3-319-26961-0_2][PDF] [BibTex entry]
  9. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Automatic classification of acquisition problems affecting fingerprint images in Automated Border Controls", in Proc. of the 2015 IEEE Symp. on Computational Intelligence in Biometrics and Identity Management (CIBIM 2015), Cape Town, South Africa, December 8-10, 2015, pp. 354-361. ISBN: 978-1-4799-7560-0. [DOI: 10.1109/SSCI.2015.60][PDF] [BibTex entry]
  10. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Advanced design of Automated Border Control gates: biometric system techniques and research trends", in Proc. of the 2015 IEEE Int. Symp. on Systems Engineering (ISSE 2015), Rome, Italy, September 29-30, 2015, pp. 412-419. ISBN: 978-1-4799-1920-8. [DOI: 10.1109/SysEng.2015.7302791][PDF] [BibTex entry]
  11. R. Donida Labati, A. Genovese, E. Muñoz, V. Piuri, F. Scotti, and G. Sforza, "Improving OSB wood panel production by vision-based systems for granulometric estimation", in Proc. of the 1st Int. Forum on Research and Technologies for Society and Industry - Leveraging a better tomorrow (RTSI 2015), Turin, Italy, September 16-18, 2015, pp. 557-562. ISBN: 978-1-4673-8166-6. [DOI: 10.1109/RTSI.2015.7325157][PDF] [BibTex entry]
  12. T. Nakama, K. LeBlanc, and E. Muñoz and E. Ruspini, "Facilitating Human-Robot Interaction: a formal logic for task description", in Proc. of the First Iberian Robotics Conf.: Advances in Robotics (ROBOT2013), Armada, A. M., Sanfeliu, A., and Ferre, M. (eds.), Springer International Publishing, 2014, pp. 331-344. ISBN: 978-3-319-03653-3. [DOI: 10.1007/978-3-319-03653-3_25][PDF] [BibTex entry]
  13. T. Nakama, E. Muñoz, and E. H. Ruspini, "Generalizing precisiated natural language: a formal logic as a precisiation language", in Proc. of the 8th Conf. of the European Society for Fuzzy Logic and Technology (EUSFLAT-13), Atlantis Press, 2013, pp. 582-589. ISBN: 978-90786-77-78-9. [DOI: 10.2991/eusflat.2013.89][PDF] [BibTex entry]
  14. T. Nakama, E. Muñoz, and E. Ruspini, "Generalization and formalization of precisiation language with applications to Human-Robot Interaction", in Proc. of the 5th Int. Joint Conf. on Computational Intelligence (IJCCI 2013), SciTePress, 2013, pp. 332-343. ISBN: 978-989-8565-77-8. [DOI: 10.5220/0004660703320343][PDF] [BibTex entry]
  15. E. Muñoz, T. Nakama, and E. Ruspini, "Hierarchical qualitative descriptions of perceptions for robotic environments", in Proc. of the 5th Int. Joint Conf. on Computational Intelligence (IJCCI 2013), SciTePress, 2013, pp. 309-319. ISBN: 978-989-8565-77-8. [DOI: 10.5220/0004657703090319][PDF] [BibTex entry]
  16. E. Muñoz, and E. Ruspini, "Using fuzzy queuing theory to analyze the impact of electric vehicles on power networks", in 2012 IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE), June, 2012, pp. 1-8. ISSN: 1098-7584. [DOI: 10.1109/FUZZ-IEEE.2012.6251250][PDF] [BibTex entry]
  17. G. Acampora, M. Gaeta, E. Muñoz, and A. Vitiello, "An adaptive multi-agent memetic system for personalizing e-learning experiences", in IEEE Int. Conf. on Fuzzy Systems 2011 (FUZZ 2011), June, 2011, pp. 123-130. ISSN: 1098-7584. [DOI: 10.1109/FUZZY.2011.6007519][PDF] [BibTex entry]
  18. G. Acampora, J. M. Cadenas, R. De Prisco, V. Loia, E. Muñoz, and R. Zaccagnino, "A hybrid computational intelligence approach for automatic music composition", in IEEE Int. Conf. on Fuzzy Systems 2011 (FUZZ 2011), June, 2011, pp. 202-209. ISSN: 1098-7584. [DOI: 10.1109/FUZZY.2011.6007524][PDF] [BibTex entry]
  19. J. M. Cadenas, M. C. Garrido, R. Martínez, and E. Muñoz, "OFP_CLASS: an algorithm to generate optimized fuzzy partitions to classification", in Proc of the Int Joint Conf. on Computational Intelligence (IJCCI 2010), SciTePress, 2010, pp. 5-13. ISBN: 978-989-8425-32-4.[PDF] [BibTex entry]
  20. J. M. Cadenas, M. C. Garrido, and E. Muñoz, "A Cooperative System of Metaheuristics", in Proc. of the 7th Int. Conf. on Hybrid Intelligent Systems, 2007 (HIS 2007), September, 2007, pp. 120-125. ISBN: 978-0-7695-2946-2. [DOI: 10.1109/HIS.2007.14][PDF] [BibTex entry]
  21. J. M. Cadenas, M. C. Garrido, L. D. Hernández, and E. Muñoz, "Towards a definition of a Data Mining process based on Fuzzy Sets for Cooperative Metaheuristic systems", in Proc. of the Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU2006), Editions EDK, 2006, pp. 2828-2835. ISBN: 2-84254-112-X.[PDF] [BibTex entry]
  22. J. M. Cadenas, M. C. Garrido, and E Muñoz, "Construction of a cooperative metaheuristic system based on data mining and soft-computing: methodological issues", in Proc. of the 12th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'08), vol. 8, pp. 1246-1253[PDF] [BibTex entry]

Refereed Papers in Proceedings of National Conferences

  • J. M. Cadenas, M. C. Garrido, and R. Martínez, E. Muñoz, "Estudio de viabilidad de un problema de Logística Ecológica Dinámica", in Actas VIII congreso español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB2012), 2012, pp. 305-3012[PDF] [BibTex entry]
  • G. Acampora, G. Fenza, E. Muñoz, and B. Romera, "Mejoras en el uso de aprendizaje activo con árboles fuzzy: un ejemplo de su aplicación en la toma de decisiones de un sistema coordinado", in Proc. XV Congreso Espa#241;ol sobre Tecnologías y lógica Fuzzy (ESTYLF 2010), 2010, pp. 643-648. ISBN: 978-84-92944-02-6.[PDF] [BibTex entry]
  • J. M. Cadenas, J. V. Carrillo, M. C. Garrido, and E. Muñoz, "Nip1.5: Una herramienta software para la generaciĂłn de conjuntos de datos con imperfecciĂłn para minerĂ­a de datos", in Proc. XV Congreso Español sobre TecnologĂ­as y lĂłgica Fuzzy (ESTYLF 2010), 2010, pp. 411-416. ISBN: 978-84-92944-02-6.[PDF] [BibTex entry]
  • G. Acampora, V. Loia, J. M. Cadenas, E. Muñoz, R. De Prisco, and R. Zaccagnino, "Un compositor musical automático basado en una metaheurĂ­stica cooperativa", in Actas III Simposio sobre LĂłgica Fuzzy y Sof Computing, 2010, pp. 1-8[PDF] [BibTex entry]
  • J. M. Cadenas, M. C. Garrido, and E. Muñoz, "Una estrategia cooperativa adaptativa en entornos dinámicos", in Actas VII congreso español sobre MetaheurĂ­sticas, Algoritmos Evolutivos y Bioinspirados, MAEB09, IBERGARCETA PUBLICACIONES, 2010, pp. 363-370. ISBN: 978-84-92812-58-5.[PDF] [BibTex entry]
  • J. M. Cadenas, M. C. Garrido, E. Muñoz, and B. Romera, "Un sistema hĂ­brido de metaheurĂ­sticas en entornos dinámicos", in Proc. VI congreso español sobre MetaheurĂ­sticas, Algoritmos Evolutivos y Bioinspirados, MAEB09, 2009, pp. 365-372. ISBN: 978-84-691-6813-4.[PDF] [BibTex entry]
  • J. M. Cadenas, M. C. Garrido, V. Liern, E. Muñoz, and E. Serrano, "Un prototipo del coordinador de un sistema metaheurstico cooperativo para el problema de la mochila", in Proc. V congreso español sobre MetaheurĂ­sticas, Algoritmos Evolutivos y Bioinspirados, MAEB07, 2007, pp. 811-818. ISBN: 978-84-690-3470-5.[PDF] [BibTex entry]
  • J. M. Cadenas, M. C. Garrido, E. Muñoz, and E. Serrano, "Hacia una plataforma de ayuda a la minerĂ­a de datos en entornos imperfectos", in Proc. V Taller de MinerĂ­a de Datos y Aprendizaje (TAMIDA '07), Thomson, 2007, pp. 247-256. ISBN: 978-84-9732-602-5. [BibTex entry]
  • J. M. Cadenas, M. C. Garrido, E. Muñoz, and E. Serrano, "MinerĂ­a de datos aplicada a la modelizaciĂłn de un sistema hĂ­brido", in Proc. V Taller de MinerĂ­a de Datos y Aprendizaje (TAMIDA '07), Thomson, 2007, pp. 177-194. ISBN: 978-84-9732-602-5.[PDF] [BibTex entry]