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José Manuel Moya Fernández

Associate Professor

Associate Professor at the Department of Electronic Engineering of the Technical University of Madrid.

My current research interests focus on energy optimization of data centers, including energy-aware job scheduling and allocation, room-level DVFS management, application-aware dynamic compilation.

I am currently leading the research area on energy optimization of datacenters at the Integrated Systems Laboratory and the Center for Computational Simulations of the Technical University of Madrid.

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Research

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Teaching

Publications

  1. Sergio Pérez, Patricia Arroba, and José M. Moya. Energy-conscious optimization of edge computing through deep reinforcement learning and two-phase immersion cooling. Future Generation Computer Systems, 125:891–907, dec 2021. URL: https://doi.org/10.1016%2Fj.future.2021.07.031, doi:10.1016/j.future.2021.07.031.

  2. Cristina Luna-Jiménez, Jorge Cristóbal-Mart\’ın, Ricardo Kleinlein, Manuel Gil-Mart\’ın, José M. Moya, and Fernando Fernández-Mart\’ınez. Guided spatial transformers for facial expression recognition. Applied Sciences, 11(16):7217, aug 2021. URL: https://doi.org/10.3390%2Fapp11167217, doi:10.3390/app11167217.

  3. R. Cárdenas, P. Arroba, R. Blanco, P. Malagón, J.L. Risco-Martín, and J.M. Moya. Mercury: a modeling, simulation, and optimization framework for data stream-oriented iot applications. Simulation Modelling Practice and Theory, 2020.

  4. Alberto Corredera, Marta Romero, and Jose M. Moya. Emotion-driven system for data center management. Applied Sciences, 9(19):4073, sep 2019. URL: https://doi.org/10.3390%2Fapp9194073, doi:10.3390/app9194073.

  5. S. Briongos, P. Malagón, J.-M. de Goyeneche, and J.M. Moya. Cache misses and the recovery of the full aes 256 key. Applied Sciences (Switzerland), 2019.

  6. P. Arroba, J.L. Risco-Martín, J.M. Moya, and J.L. Ayala. Heuristics and metaheuristics for dynamic management of computing and cooling energy in cloud data centers. Software – Practice and Experience, 48(10):1775–1804, 2018.

  7. J. Pagan, R. Fallahzadeh, M. Pedram, J. L. Risco-Martin, J. M. Moya, J. L. Ayala, and H. Ghasemzadeh. Toward ultra-low-power remote health monitoring: an optimal and adaptive compressed sensing framework for activity recognition. IEEE Transactions on Mobile Computing, ():1–1, 2018. doi:10.1109/TMC.2018.2843373.

  8. P. Arroba, J.M. Moya, J.L. Ayala, and R. Buyya. Dynamic voltage and frequency scaling-aware dynamic consolidation of virtual machines for energy efficient cloud data centers. Concurrency Computation, 2017.

  9. M. Zapater, J.L. Risco-Martín, P. Arroba, J.L. Ayala, J.M. Moya, and R. Hermida. Runtime data center temperature prediction using grammatical evolution techniques. Applied Soft Computing Journal, 49:94–107, 2016.

  10. P. Arroba, J.L. Risco-Martín, M. Zapater, J.M. Moya, and J.L. Ayala. Enhancing regression models for complex systems using evolutionary techniques for feature engineering. Journal of Grid Computing, 13(3):409–423, 2015.

  11. Josué Pagán, M. Irene De Orbe, Ana Gago, Mónica Sobrado, José L. Risco-Martín, J. Vivancos Mora, José M. Moya, and José L. Ayala. Robust and accurate modeling approaches for migraine per-patient prediction from ambulatory data. Sensors, 15(7):15419, 2015. URL: http://www.mdpi.com/1424-8220/15/7/15419, doi:10.3390/s150715419.

  12. A. Cuesta-Infante, J. Manuel Colmenar, Z. Bankovic, J.L. Risco-Martin, M. Zapater, J. Ignacio Hidalgo, J.L. Ayala, and J.M. Moya. Comparative study of meta-heuristic 3d floorplanning algorithms. Neurocomputing, 150:67–81, 2015.

  13. M. Zapater, O. Tuncer, J.L. Ayala, J.M. Moya, K. Vaidyanathan, K. Gross, and A.K. Coskun. Leakage-aware cooling management for improving server energy efficiency. IEEE Transactions on Parallel and Distributed Systems, 26(10):2764–2777, 2015.

  14. M. Zapater, P. Arroba, J.L. Ayala, J.M. Moya, and K. Olcoz. A novel energy-driven computing paradigm for e-health scenarios. Future Generation Computer Systems, 34:138–154, 2014.

  15. Zorana Bankovic, David Fraga, Jose Manuel Moya, Juan Carlos Vallejo, Pedro Malagon, Alvaro Araujo, Juan-Mariano de Goyeneche, Elena Romero, Javier Blesa, Daniel Villanueva, and Octavio Nieto-Taladriz. Bio-inspired enhancement of reputation systems for intelligent environments. Information Sciences, 222:99–112, 2013.

  16. M. Zapater, P. Malagón, J.-M. De Goyeneche, and J.M. Moya. Project-based learning and agile methodologies in electronic courses: effect of student population and open issues. Electronics, 17(2):82–88, 2013.

  17. Z. Bankovic, J. C. Vallejo, D. Fraga, and J. M. Moya. Detecting false testimonies in reputation systems using self-organizing maps. Logic Journal of the Igpl, 21(4):549–559, 2013.

  18. Pedro Malagon, Juan-Mariano de Goyeneche, Marina Zapater, Jose M. Moya, and Zorana Bankovic. Compiler optimizations as a countermeasure against side-channel analysis in msp430-based devices. Sensors, 12(6):7994–8012, 2012.

  19. Zorana Bankovic, Jose M. Moya, Elena Romero, Javier Blesa, David Fraga, Juan Carlos Vallejo, Alvaro Araujo, Pedro Malagon, Juan-Mariano De Goyeneche, Daniel Villanueva, and Octavio Nieto-Taladriz. Using clustering techniques for intelligent camera-based user interfaces. Logic Journal of the Igpl, 20(3):589–597, 2012.

  20. D. Fraga, Z. Bankovic, and J. M. Moya. A taxonomy of trust and reputation system attacks. 2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pages 41–50, 2012.

  21. Zorana Bankovic, David Fraga, Jose M. Moya, and Juan Carlos Vallejo. Detecting unknown attacks in wireless sensor networks that contain mobile nodes. Sensors, 12(8):10834–10850, 2012.

  22. M. Zapater, J. L. Ayala, and J. M. Moya. Greendisc: a hw/sw energy optimization framework in globally distributed computation. Ubiquitous Computing and Ambient Intelligence. 6th International Conference, UCAmI 2012. Proceedings, pages 1–8, 2012.

  23. M. Zapater, J. L. Ayala, and J. M. Moya. Leveraging heterogeneity for energy minimization in data centers. Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2012), pages 752–7, 2012.

  24. E. Romero, A. Mouradian, J. Blesa, J. M. Moya, and A. Araujo. Simulation framework for security threats in cognitive radio networks. Iet Communications, 6(8):984–990, 2012.

  25. M. Zapater, C. Sanchez, J. L. Ayala, J. M. Moya, and J. L. Risco-Martin. Ubiquitous green computing techniques for high demand applications in smart environments. Sensors, 12(8):10659–10677, 2012.

  26. Zorana Bankovic, David Fraga, Jose Manuel Moya, Juan Carlos Vallejo, Pedro Malagon, Alvaro Araujo, Juan-Mariano de Goyeneche, Elena Romero, Javier Blesa, Daniel Villanueva, and Octavio Nieto-Taladriz. Improving security in wmns with reputation systems and self-organizing maps. Journal of Network and Computer Applications, 34(2):455–463, 2011.

  27. Z. Bankovic, D. Fraga, J.M. Moya, J.C. Vallejo, A. Araujo, P. Malagón, J.-M. De Goyeneche, D. Villanueva, E. Romero, and J. Blesa. Detecting and confining sybil attack in wireless sensor networks based on reputation systems coupled with clustering algorithms. Engineering Intelligent Systems, 18(3-4):133–144, 2010.

  28. Z. Bankovic, J. M. Moya, A. Araujo, D. Fraga, J. C. Vallejo, and J. M. de Goyeneche. Distributed intrusion detection system for wireless sensor networks based on a reputation system coupled with kernel self-organizing maps. Integrated Computer-Aided Engineering, 17(2):87–102, 2010.

  29. Jose M. Moya, Alvaro Araujo, Zorana Bankovic, Juan-Mariano de Goyeneche, Juan Carlos Vallejo, Pedro Malagon, Daniel Villanueva, David Fraga, Elena Romero, and Javier Blesa. Improving security for scada sensor networks with reputation systems and self-organizing maps. Sensors, 9(11):9380–9397, 2009.

  30. J. M. Moya, J. C. Vallejo, D. Fraga, A. Araujo, D. Villanueva, and J. M. de Goyeneche. Using reputation systems and non-deterministic routing to secure wireless sensor networks. Sensors, 9(5):3958–3980, 2009.

  31. S. Jiménez-Fernández, A. Araujo-Pinto, A. Cobo-Sánchez de Rojas, F. del Pozo-Guerrero, O. Nieto-Taladriz, P. de Toledo-Heras, and J.M. Moya-Fernández. Perseia: a biomedical wireless sensor network to support healthcare delivery for the elderly and chronically ill. Conference proceedings : … Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pages 2064–2066, 2006.

  32. A ARAUJO, D FRAGA, JM MOYA, and O NIETO-TALADRIZ. Domotic platform based on multipurpose wireless technology with distributed processing capabilities. 2004 IEEE 15TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, VOLS 1-4, PROCEEDINGS, pages 3003–3007, 2004.

  33. Zorana Bankovic, David Fraga, Jose M. Moya, Juan Carlos Vallejo, Alvaro Araujo, Pedro Malagon, Juan-Mariano de Goyeneche, Daniel Villanueva, Elena Romero, Javier Blesa, H Papadopoulos, AS Andreou, and M Bramer. Detecting and confining sybil attack in wireless sensor networks based on reputation systems coupled with self-organizing maps. Artificial Intelligence Applications and Innovations, 339:311–318, 2010.

  34. Zorana Bankovic, Elena Romero, Javier Blesa, Jose M. Moya, David Fraga, Juan Carlos Vallejo, Alvaro Araujo, Pedro Malagon, Juan-Mariano de Goyeneche, Daniel Villanueva, Octavio Nieto-Taladriz, E Corchado, MG Romay, and AM Savio. Using self-organizing maps for intelligent camera-based user interfaces. Hybrid Artificial Intelligence Systems, Pt 2, 6077:486–492, 2010.

  35. Zorana Banković, José M. Moya, Álvaro Araujo, Slobodan Bojanić, and Octavio Nieto-Taladriz. A genetic algorithm-based solution for intrusion detection. Journal of Information Assurance and Security, 4(3):8, 2009.

  36. S JIMENEZ-FERNANDEZ, A ARAUJO-PINTO, A COBO-SANCHEZ DE ROJAS, F DEL POZO-GUERRERO, O NIETO-TALADRIZ, P DE TOLEDO-HERAS, and JM MOYA-FERNANDEZ. Persera: a biomedical wireless sensor network to support healthcare delivery for the elderly and chronically ill. 2006 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vols 1-15, pages 1852–1854, 2006.

  37. JM MOYA, F RINCON, F MOYA, and JC LOPEZ. Improving embedded system design by means of hw-sw compilation on reconfigurable coprocessors. ISSS’02: 15TH INTERNATIONAL SYMPOSIUM ON SYSTEM SYNTHESIS, pages 255–260, 2002.

  1. R. Blanco, P. Malagón, J.J. Cilla, and J.M. Moya. Multiclass network attack classifier using cnn tuned with genetic algorithms. 2018 IEEE 28th International Symposium on Power and Timing Modeling, Optimization and Simulation, PATMOS 2018, pages 177–182, 2018.

  2. J. Pagan, R. Fallahzadeh, H. Ghasemzadeh, J.M. Moya, J.L. Risco-Martin, and J.L. Ayala. An optimal approach for low-power migraine prediction models in the state-of-the-art wireless monitoring devices. Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017, pages 1297–1302, 2017.

  3. Josué Pagán, José L Risco-Martín, José M Moya, and José L Ayala. Grammatical evolutionary techniques for prompt migraine prediction. In Proceedings of the Genetic and Evolutionary Computation Conference 2016, 973–980. 2016.

  4. J.C. Salinas-Hilburg, M. Zapater, J.L. Risco-Martín, J.M. Moya, and J.L. Ayala. Unsupervised power modeling of co-allocated workloads for energy efficiency in data centers. Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016, pages 1345–1350, 2016.

  5. M. Zapater, A. Turk, J.M. Moya, J.L. Ayala, and A.K. Coskun. Dynamic workload and cooling management in high-efficiency data centers. 2015 6th International Green and Sustainable Computing Conference, 2016.

  6. I. Aransay, M. Zapater, P. Arroba, and J.M. Moya. A trust and reputation system for energy optimization in cloud data centers. Proceedings – 2015 IEEE 8th International Conference on Cloud Computing, CLOUD 2015, pages 138–145, 2015.

  7. P. Arroba, J.M. Moya, J.L. Ayala, and R. Buyya. Dvfs-aware consolidation for energy-efficient clouds. Parallel Architectures and Compilation Techniques – Conference Proceedings, PACT, pages 494–495, 2015.

  8. P. Malagón, J.-M. De Goyeneche, D. Fraga, and J.M. Moya. Bitslice software implementation of keeloq as a side-channel countermeasure. Proceedings of the 10th Workshop on Embedded Systems Security, WESS 2015, 2015.

  9. J.C. Salinas-Hilburg, M. Zapater, J.L. Risco-Martin, J.M. Moya, and J.L. Ayala. Using grammatical evolution techniques to model the dynamic power consumption of enterprise servers. Proceedings – 2015 9th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2015, pages 110–117, 2015.

  10. P. Arroba, J.L. Risco-Martín, M. Zapater, J.M. Moya, J.L. Ayala, and K. Olcoz. Server power modeling for run-time energy optimization of cloud computing facilities. Energy Procedia, 62:401–410, 2014.

  11. M. Zapater, J.L. Ayala, J.M. Moya, K. Vaidyanathan, K. Gross, and A.K. Coskun. Leakage and temperature aware server control for improving energy efficiency in data centers. Proceedings -Design, Automation and Test in Europe, DATE, pages 266–269, 2013.

  12. M. Zapater, J.L. Risco, Z. Bankovi?, J.L. Ayala, and J.M. Moya. Combined dynamic-static approach for thermal-awareness in heterogeneous data centers. Proceedings of the Innovative Architecture for Future Generation High-Performance Processors and Systems, 2012.

  13. Z. Bankovic, J. M. Moya, J. C. Vallejo, D. Fraga, and P. Malagon. Holistic solution for confining insider attacks in wireless sensor networks using reputation systems coupled with clustering techniques. In 2011IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications, volume, 61–72. 2011. doi:10.1109/TrustCom.2011.12.

  14. Z. Bankovi?, D. Fraga, J.C. Vallejo, and J.M. Moya. Improving reputation systems for wireless sensor networks using genetic algorithms. Genetic and Evolutionary Computation Conference, GECCO’11, pages 1643–1650, 2011.

  15. Pedro Malagon, Juan-Mariano de Goyeneche, Marina Zapater, and Jose M. Moya. [2010] avoiding side-channel attacks in embedded systems with non-deterministic branches. In Innovative Architecture for Future Generation High-Performance Processors and Systems IWIA 2010, volume, 68–74. 2010. doi:10.1109/IWIA.2010.14.

  16. Z. Bankovic, J.C. Vallejo, P. Malagón, A. Araujo, and J.M. Moya. Eliminating routing protocol anomalies in wireless sensor networks using ai techniques. Proceedings of the ACM Conference on Computer and Communications Security, pages 8–13, 2010.

  17. Pedro Malagon, Juan Carlos Vallejo, Jose M. Moya, Alvaro Araujo, and Octavio Nieto-Taladriz. Dynamic environment evaluation for reliable ami applications based on untrusted sensor. In The International Conference on Emerging Security Information, Systems, and Technologies (SECUREWARE 2007), volume, 128–131. 2007. doi:10.1109/SECUREWARE.2007.4385322.

  18. S. Jiménez-Fernández, ?. Araujo-Pinto, A.C.-S. De Rojas, F. Del Pozo-Guerrero, O. Nieto-Taladriz, P. De Toledo-Heras, and J.M. Moya-Fernández. Perseia: a biomedical wireless sensor network to support healthcare delivery for the elderly and chronically ill. Annual International Conference of the IEEE Engineering in Medicine and Biology – Proceedings, pages 2064–2066, 2006.

  19. A. Araujo, D. Fraga, J.M. Moya, and O. Nieto-Taladríz. Domotic platform based on multipurpose wireless technology with distributed processing capabilities. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, 4:3003–3007, 2004.

  20. J.M. Moya, F. Moya, F. Rincón, and J.C. López. Improving embedded system design by means of hw-sw compilation on reconfigurable coprocessors. Proceedings of the International Symposium on System Synthesis, pages 255–260, 2002.

  21. J.M. Moya, F. Moya, and J.C. López. A flexible approach to the design of complex embedded systems. Proceedings of the Annual IEEE International ASIC Conference and Exhibit, pages 237–241, 2001.

  22. J.M. Moya, F. Moya, and J.C. Lopez. A hardware-software operating system for heterogeneous designs. Proceedings -Design, Automation and Test in Europe, DATE, 2001.

  23. F. Moya, J.M. Moya, and J.C. Lopez. Evaluation of design space exploration strategies. Conference Proceedings of the EUROMICRO, 1:472–476, 1999.

  1. Z. Bankovi?, D. Fraga, J.C. Vallejo, and J.M. Moya. Self-organizing maps versus growing neural gas in detecting data outliers for security applications. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7209 LNAI(PART 2):89–96, 2012.

  2. P. Arroba, J.C. Vallejo, ?. Araujo, D. Fraga, and J.M. Moya. A methodology for developing accessible mobile platforms over leading devices for visually impaired people. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6693 LNCS:209–215, 2011.

  3. I. ?lvarez, P. Malagón, M. Zapater, J.-M. De Goyeneche, and J.M. Moya. Rfid performance in localization systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6693 LNCS:73–78, 2011.

  4. Z. Bankovi?, J.C. Vallejo, D. Fraga, and J.M. Moya. Detecting bad-mouthing attacks on reputation systems using self-organizing maps. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6694 LNCS:9–16, 2011.

  5. Z. Bankovi?, J.M. Moya, J.C. Vallejo, and D. Fraga. Detecting unknown attacks in wireless sensor networks using clustering techniques. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6678 LNAI(PART 1):214–221, 2011.

  6. Z. Bankovi?, E. Romero, J. Blesa, J.M. Moya, D. Fraga, J.C. Vallejo, ?. Araujo, P. Malagón, J.-M. De Goyeneche, D. Villanueva, and O. Nieto-Taladriz. Using self-organizing maps for intelligent camera-based user interfaces. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6077 LNAI(PART 2):486–492, 2010.

  7. Z. Bankovi?, D. Fraga, J.M. Moya, J.C. Vallejo, ?. Araujo, P. Malagón, J.-M. De Goyeneche, D. Villanueva, E. Romero, and J. Blesa. Detecting and confining sybil attack in wireless sensor networks based on reputation systems coupled with self-organizing maps. IFIP Advances in Information and Communication Technology, 339 AICT:311–318, 2010.

  8. J.M. Moya, A.M. De Espinosa, ?. Araujo, J.-M. De Goyeneche, and J.C. Vallejo. Low-cost gesture-based interaction for intelligent environments. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5518 LNCS(PART 2):752–755, 2009.

  9. I. Recio, J.M. Moya, ?. Araujo, J.C. Vallejo, and P. Malagón. Analysis and design of an object tracking service for intelligent environments. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5518 LNCS(PART 2):914–921, 2009.

  10. J.M. Moya, J. Rodríguez, J. Martín, J.C. Vallejo, P. Malagón, A. Araujo, J.-M. De Goyeneche, A. Rubio, E. Romero, D. Villanueva, O. Nieto-Taladriz, and C.A.L. Barrio. Soru: a reconfigurable vector unit for adaptable embedded systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5453:255–260, 2009.

  11. E. Romero, ?. Araujo, J.M. Moya, J.-M. De Goyeneche, J.C. Vallejo, P. Malagón, D. Villanueva, and D. Fraga. Image processing based services for ambient assistant scenarios. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5518 LNCS(PART 2):800–807, 2009.

  12. J.M. Moya, J.C. Vallejo, P. Malagón, A. Araujo, J.-M. De Goyeneche, and O. Nieto-Taladriz. A scalable security framework for reliable ami applications based on untrusted sensors. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5546 LNCS:73–84, 2009.

  13. Z. Bankovi?, J.M. Moya, ?. Araujo, and J.-M. De Goyeneche. Intrusion detection in sensor networks using clustering and immune systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5788 LNCS:408–415, 2009.

  14. J. Blesa, P. Malagón, ?. Araujo, J.M. Moya, J.C. Vallejo, J.-M. De Goyeneche, E. Romero, D. Villanueva, and O. Nieto-Taladriz. Modular framework for smart home applications. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5518 LNCS(PART 2):695–701, 2009.

  15. JM MOYA, F MOYA, JC LOPEZ, PR MUKUND, J CHICKANOSKY, and RK KRISHNAMURTHY. A flexible approach to the design of complex embedded systems. 14TH ANNUAL IEEE INTERNATIONAL ASIC/SOC CONFERENCE, PROCEEDINGS. 2001.

  16. Z. Bankovic, D. Fraga, J. C. Vallejo, and J. M. Moya. Self-Organizing Maps versus Growing Neural Gas in Detecting Data Outliers for Security Applications, chapter, pages 89–96. Volume 7209 of Lecture Notes in Computer Science. 2012.

  17. P. Arroba, J. C. Vallejo, A. Araujo, D. Fraga, and J. M. Moya. A Methodology for Developing Accessible Mobile Platforms over Leading Devices for Visually Impaired People, chapter, pages 209–215. Volume 6693 of Lecture Notes in Computer Science. 2011.

  18. Z. Bankovic, J. C. Vallejo, D. Fraga, and J. M. Moya. Detecting Bad-Mouthing Attacks on Reputation Systems Using Self-Organizing Maps, chapter, pages 9–16. Volume 6694 of Lecture Notes in Computer Science. 2011.

  19. Z. Bankovic, J. M. Moya, J. C. Vallejo, and D. Fraga. Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques, chapter, pages 214–221. Volume 6678 of Lecture Notes in Artificial Intelligence. 2011.

  20. I. Alvarez, P. Malagon, M. Zapater, J. M. de Goyeneche, and J. M. Moya. RFID Performance in Localization Systems, chapter, pages 73–78. Volume 6693 of Lecture Notes in Computer Science. Berlin, 2011.

  21. Z. Bankovic, D. Fraga, J. M. Moya, J. C. Vallejo, A. Araujo, P. Malagon, J. M. de Goyeneche, D. Villanueva, E. Romero, and J. Blesa. Detecting and Confining Sybil Attack in Wireless Sensor Networks Based on Reputation Systems Coupled with Self-organizing Maps, chapter, pages 311–318. Volume 339 of IFIP Advances in Information and Communication Technology. 2010.

  22. JM MOYA, JC VALLEJO, P MALAGON, A ARAUJO, JM DE GOYENECHE, O NIETO-TALADRIZ, H VANDENBERG, G HEIJENK, E OSIPOV, and D STAEHLE. A Scalable Security Framework for Reliable AmI Applications Based on Untrusted Sensors. Volume 5546 of WIRED/WIRELESS INTERNET COMMUNICATIONS, PROCEEDINGS. 2009.

  23. I. Recio, J. M. Moya, A. Araujo, J. C. Vallejo, and P. Malagon. Analysis and Design of an Object T racking Service for Intelligent Environments, chapter, pages 914–921. Volume 5518 of Lecture Notes in Computer Science. 2009.

  24. E. Romero, A. Araujo, J. M. Moya, J. M. de Goyeneche, J. C. Vallejo, P. Malagon, D. Villanueva, and D. Fraga. Image Processing Based Services for Ambient Assistant Scenarios, chapter, pages 800–807. Volume 5518 of Lecture Notes in Computer Science. 2009.

  25. Z. Bankovic, J. M. Moya, A. Araujo, and J. M. de Goyeneche. Intrusion Detection in Sensor Networks Using Clustering and Immune Systems, chapter, pages 408–415. Volume 5788 of Lecture Notes in Computer Science. Berlin, 2009.

  26. Z. Bankovic, J. M. Moya, A. Araujo, and J. M. de Goyeneche. Intrusion Detection in Sensor Networks Using Clustering and Immune Systems, chapter, pages 408–415. Volume 5788 of Lecture Notes in Computer Science. 2009.

  27. J. M. Moya, A. M. de Espinosa, A. Araujo, J. M. de Goyeneche, and J. C. Vallejo. Low-Cost Gesture-Based Interaction for Intelligent Environments, chapter, pages 752–755. Volume 5518 of Lecture Notes in Computer Science. 2009.

  28. J. Blesa, P. Malagon, A. Araujo, J. M. Moya, J. C. Vallejo, J. M. de Goyeneche, E. Romero, D. Villanueva, and O. Nieto-Taladriz. Modular Framework for Smart Home Applications, chapter, pages 695–701. Volume 5518 of Lecture Notes in Computer Science. 2009.

  29. J. M. Moya, J. Rodriguez, J. Martin, J. C. Vallejo, P. Malagon, A. Araujo, J. M. de Goyeneche, A. Rubio, E. Romero, D. Villanueva, O. Nieto-Taladriz, and C. A. L. Barrio. SORU: A Reconfigurable Vector Unit for Adaptable Embedded Systems, chapter, pages 255–260. Volume 5992 of Lecture Notes in Computer Science. 2009.

  30. Juan Carlos Vallejo López and José Manuel Moya Fernández. Análisis e implementación de un entorno de desarrollo software para arquitecturas multiprocesador. Madrid, 2006.

  31. JM MOYA, F MOYA, JC LOPEZ, W NEBEL, and A JERRAYA. A hardware-software operating system for heterogeneous designs. DESIGN, AUTOMATION AND TEST IN EUROPE, CONFERENCE AND EXHIBITION 2001, PROCEEDINGS. 2001.

  32. Francisco Moya Fernández and José Manuel Moya Fernández. Los judíos en Lucena. Lucena, 1991.

  1. José Manuel Moya Fernández and Juan Carlos López López. Cosíntesis de sistemas heterogéneos complejos; José Manuel Moya Fernández; director, Juan Carlos López López. THES, 2003.