Portal de Transparencia

Actividad investigadora:

• Artículos en revistas
  • [2019] Anomaly Detection Using Gaussian Mixture Probability Model to Implement Intrusion Detection System
  • [2019] EDGE FEDERATION SIMULATOR FOR DATA STREAM ANALYTICS
  • [2019] Emotional Decision-Making Biases Prediction in Cyber-Physical Systems
  • [2018] Heuristics and metaheuristics for dynamic management of computing and cooling energy in cloud data centers
  • [2017] Affective computing for smart operation: a survey and comparative analysis of the available tools, libraries and web services
  • [2017] Feasibility study of a Building-Integrated PV manager to power a Last-Mile electric vehicle sharing system
  • [2016] Dynamic Voltage and Frequency Scaling-aware dynamic consolidation of virtual machines for energy efficient cloud data centers
  • [2015] A Trust and Reputation system for energy optimization in Cloud data centers
  • [2015] DVFS-Aware Consolidation for Energy-Efficient Clouds
  • [2015] Dynamic Workload and Cooling Management in High-Efficiency Data Centers
  • [2015] Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering
  • [2015] Leakage-Aware Cooling Management for Improving Server Energy Efficiency
  • [2015] Robust and Accurate Modeling Approaches for Migraine Per-Patient Prediction from Ambulatory Data
  • [2015] Self-organizing Maps versus Growing Neural Gas in detecting Anomalies in Data Centers
  • [2015] Using Grammatical Evolution Techniques to Model the Dynamic Power Consumption of Enterprise Servers
  • [2014] Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering
  • [2014] Leakage-Aware Cooling Management for Improving Server Energy Efficiency
  • [2014] Server Power Modeling for Run-time Energy Optimization of Cloud Computing Facilities
  • [2014] Server Power Modeling for Run-time Energy Optimization of Cloud Computing Facilities
  • [2013] Bio-inspired enhancement of reputation systems for intelligent environments
  • [2013] Bio-inspired enhancement of reputation systems for intelligent environments
  • [2013] Detecting false testimonies in reputation systems using self-organizing maps
  • [2013] Detecting false testimonies in reputation systems using self-organizing maps
  • [2012] Compiler Optimizations as a Countermeasure against Side-Channel Analysis in MSP430-Based Devices
  • [2012] Detecting unknown attacks in wireless sensor networks that contain mobile nodes
  • [2012] GreenDisc: A HW/SW Energy Optimization Framework in Globally Distributed Computation
  • [2012] Simulation Framework for Security Threats in Cognitive Radio Networks
  • [2012] Ubiquitous green computing techniques for high demand applications in smart environments
  • [2012] Using clustering techniques for intelligent camera-based user interfaces
  • [2011] A State-of-the-Art on Energy Efficiency in Today?s Datacentres: Researcher?s Contributions and Practical Approaches
  • [2011] Bio-inspired Enhancement of Reputation Systems for Intelligent Environments
  • [2011] Detecting and Confining Sybil Attack in Wireless Sensor Networks based on Reputation Systems coupled with Clustering Algorithms
  • [2011] Eficiencia energética en Centros de Proceso de Datos: Investigación y realidad práctica
  • [2011] Simulation Framework for Security Threats in Cognitive Radio Networks
  • [2011] Using clustering techniques for intelligent camera-based user interfaces
  • [2010] Detecting and Confining Sybil Attack in Wireless Sensor Networks based on Reputation Systems coupled with Self-organizing Maps
  • [2010] Distributed intrusion detection system for wireless sensor networks based on a reputation system coupled with kernel self-organizing maps
  • [2010] Improving Security for SCADA Sensor Networks with Reputation Systems and Self-Organizing Maps
  • [2010] Improving Security in WMNs with Reputation Systems and Self-Organizing Maps
  • [2010] Using Self-Organizing Maps for Intelligent Camera-Based User Interfaces
  • [2009] A Genetic Algorithm-based Solution for Intrusion Detection
  • [2009] A scalable security framework for reliable AmI applications based on untrusted sensors
  • [2009] Analysis and design of an object tracking service for intelligent environments
  • [2009] Distributed Intrusion Detection System for Wireless Sensor Networks based on a Reputation System coupled with Kernel Self-Organizing Maps
  • [2009] Image Processing Based Services for Ambient Assistant Scenarios
  • [2009] Improving Security for SCADA Sensor Networks with Reputation Systems and Self-Organizing Maps
  • [2009] Improving Security in WMNs with Reputation Systems and Self-Organizing Maps
  • [2009] Low-cost gesture-based interaction for intelligent environments
  • [2009] Modular framework for smart home applications
  • [2009] SORU: A Reconfigurable Vector Unit for Adaptable Embedded Systems
  • [2009] Using Reputation Systems and Non-deterministic Routing to Secure Wireless Sensor Networks
  • [2008] AMISEC: Leveraging Redundancy and Adaptability to Secure AmI Applications
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• Capítulos de libros
  • [2015] Energy-Aware Policies in Ubiquitous Computing Facilities
  • [2011] A methodology for developing accessible mobile platforms over leading devices for visually impaired people
  • [2011] Detecting Bad-Mouthing Attacks on Reputation Systems using Self-organizing Maps
  • [2011] Detecting Unknown Attacks in Wireless Sensor Networks using Clustering Techniques
  • [2011] RFID Performance in Localization Systems
  • [2011] Security Issues in SoC Communication
  • [2011] Taking Marks Out of the Mix
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• Creación de empresas
  • [2010] B105 Inteligencia Ambiental y Seguridad
  • [2009] Advanced Wireless Dynamics
• Cursos, seminarios y tutoriales
  • [2014] Conferencia-coloquio 'Eficiencia energética en centros de proceso de datos'
• Libros
  • [2010] Security Issues in SoC Communication
• Otras Publicaciones
  • [2019] RELOAD+REFRESH: Abusing Cache Replacement Policies to Perform Stealthy Cache Attacks
  • [2014] Evolutionary power modeling for high-end servers in cloud data centers
  • [2009] Fast structure exploration for dataflow-oriented applications on multiprocessors
• Otros méritos
  • [2016] Miembro del Consejo de la Red Española de Supercomputación
• Patentes
  • [2013] SISTEMA INALÁMBRICO DE BAJO COSTE CON LOCALIZACIÓN AUTOMÁTICA BASADA EN EL TRATAMIENTO DE IMÁGENES PARA ENSAYOS DINÁMICOS DE INFRAESTRUCTURAS
  • [2012] SISTEMA INALÁMBRICO DE BAJO COSTE CON LOCALIZACIÓN AUTOMÁTICA BASADA EN EL TRATAMIENTO DE IMÁGENES PARA ENSAYOS DINÁMICOS DE INFRAESTRUCTURAS
  • [2011] Dispositivo para la mejora de la seguridad de microprocesadores en sistemas empotrados
  • [2009] Dispositivo para la mejora de la seguridad de microprocesadores en sistemas empotrados
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• Ponencia en Congresos
  • [2019] Anomaly Detection Using Gaussian Mixture Probability Model to Implement Intrusion Detection System
  • [2019] Edge Federation Simulator for Data Stream Analytics
  • [2019] Predictive GPU-based ADAS Management in Energy-Conscious Smart Cities
  • [2018] Applying Cost-Sensitive Classifiers with Reinforcement Learning to IDS
  • [2018] Fast Energy Estimation Through Partial Execution of HPC Applications
  • [2018] Multiclass Network Attack Classifier Using CNN Tuned with Genetic Algorithms
  • [2018] Thermal Prediction for Immersion Cooling Data Centers Based on Recurrent Neural Networks
  • [2018] Tuning CNN Input Layout for IDS with Genetic Algorithms
  • [2017] Advanced migraine prediction simulation system
  • [2017] An optimal approach for Low-Power migraine prediction models in the State-of-the-Art wireless monitoring devices
  • [2017] Building accurate models to determine the current CPU utilization of a host within a virtual machine allocated on it
  • [2017] Evolutionary Power Modeling for Energy Efficiency in CPU-GPU based systems
  • [2016] Grammatical Evolutionary Techniques for Prompt Migraine Prediction
  • [2016] Modeling side-channel cache attacks on AES
  • [2016] Unsupervised power modeling of co-allocated workloads for energy efficiency in data centers
  • [2015] A trust and reputation system for energy optimization in cloud data centers
  • [2015] Bitslice software implementation of KeeLoq as a side-channel countermeasure
  • [2015] DVFS-­aware consolidation for Energy-Efficient clouds
  • [2015] Dynamic workload and cooling management in High-Efficiency data centers
  • [2015] Using Grammatical Evolution Techniques to Model the Dynamic Power Consumption of Enterprise Servers
  • [2014] Evolutionary Power Modeling for High-end Servers in Cloud Data Centers
  • [2014] Proactive and Reactive Thermal Aware Optimization Techniques to Minimize the Environmental Impact of Data Centers
  • [2014] Server Power Modeling for {Run-Time} Energy Optimization of Cloud Computing Facilities
  • [2013] A Cyber-Physical approach to combined HW-SW monitoring for improving energy efficiency in data centers
  • [2013] Leakage and temperature aware server control for improving energy efficiency in data centers
  • [2013] On the Leakage-Power Modeling for Optimal Server Operation
  • [2012] GreenDisc: a HW/SW energy optimization framework in globally distributed computation
  • [2012] Leveraging heterogeneity for energy minimization in data centers
  • [2011] Effects of compiler optimizations on side-channel attacks
  • [2011] Holistic Solution for Confining Insider Attacks in Wireless Sensor Networks using Reputation Systems coupled with Clustering Techniques
  • [2010] AmIcon: Physical icon and architecture for user-environment interaction
  • [2010] Cognitive Networks for AAL scenarios
  • [2010] Detecting and Confining Sybil Attack in Wireless Sensor Networks based on Reputation Systems coupled with Self-organizing Maps
  • [2010] Distributed platform for wireless sensor networks monitoring
  • [2010] Eliminating routing protocol anomalies in wireless sensor networks using AI techniques
  • [2010] Engineers, are marks important?
  • [2010] Improving a gestural interface with context information
  • [2010] The SORU2 Reconfigurable Coprocessor and its Applications for Embedded Systems Security
  • [2010] Using Self-organizing Maps for Intelligent Camera-based User Interface
  • [2009] A low-power reconfigurable architecture for adaptable embedded systems
  • [2009] A scalable security framework for reliable AmI applications based on untrusted sensors
  • [2009] Anomaly Detection in Wireless Sensor Networks using Reconfigurable SORU processor and Self Organizing Maps
  • [2009] Utilizando Reconfiguración Dinámica para Evitar Ataques de Canal Auxiliar en Sistemas Empotrados
  • [2008] Patients Monitoring System based on a Wireless Sensor Network Adaptive Platform
  • [2007] Dynamic environment evaluation for reliable AmI applications based on untrusted sensors
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• Premios
  • [2018] Premio extraordinario de doctorado (Patricia Arroba)
  • [2014] Accésit en Actúa_COM 2014
  • [2007] Dynamic environment evaluation for reliable AmI applications based on untrusted sensors
• Proyectos de I+D+i
  • [2019] HOLISTIC INTRUSION DETECTION AND RESPONSE AGENT - HIDRA -
  • [2019] SIMULACIÓN Y OPTIMIZACIÓN DE CAMPOS SEGUIDORES SOLARES DE UN EJE
  • [2018] AULA ADAM
  • [2018] FRAMEWORK PARA EL DESARROLLO DE APLICACIONES DE MÓVIL PARA COMPUTACIÓN EN LA NIEBLA, SERVICIOS ENMARCADOS DENTRO DEL PROGRAMA INNOCÁMARAS 2017
  • [2018] HERRAMIENTAS DE CARACTERIZACION Y OPTIMIZACION ENERGETICA DE CENTROS DE DATOS
  • [2018] NUEVOS CONCEPTOS CUÁNTICOS EN CIFRADOS RSA Y APLICACIÓN DE LA REALIDAD VIRTUAL A LA MEDICINA DE REHABILITACIÓN
  • [2018] OPTIMIZACIÓN ENERGÉTICA DE CENTROS DE DATOS DE INFRAESTRUCTURAS CLOUD BASADAS EN OPENSTACK
  • [2018] REFRIGERACIÓN DE SERVIDORES DE CENTROS DE DATOS DE ALTA DENSIDAD POR INMERSIÓN EN FLUIDO REFRIGERANTE BI-FASE (IDI-20171194)
  • [2018] TRATAMIENTO E INTEGRACIÓN DE FAST DATA CON SOLUCIONES IOT Y M2M (FASDATA)
  • [2017] AENOR-1931 CTA 893 FROM THE BENCH
  • [2017] HOLISTIC INTRUSION DETECTION AND RESPONSE AGENT - HIDRA -
  • [2016] : CYBEROPS: CYBER-PHYSICAL DATACENTER OPERATIONS
  • [2016] AMIGA6: Gas en el interior y en el entorno de las galaxias, Preparación científica para SKA y contribución al diseño del flujo de datos - Procesado de datos en hardware
  • [2016] Estudio de viabilidad de la aplicación de inteligencia colectiva en redes LAN mediante el uso de conmutadores inteligentes para la seguridad de segmentos de red
  • [2016] HIDRA: Holistic Intrusion Detection and Response Agent
  • [2016] Holistic Intrusion Detection and Response Agent - HIDRA
  • [2016] IMPLEMENTATION OF THE STUDY PROGRAM - DIGITAL BROADCASTING AND BROADBAND TECHNOLOGIES (MASTER STUDIES)
  • [2016] QUANTUM INFORMATION TECHNOLOGIES MADRID + (QUITEMAD+)
  • [2016] SOCIAL AWARENESS BASED EMERGENCY SITUATION SOLVER - SABESS
  • [2015] GREENSTACK: OPTIMIZACIÓN ENERGÉTICA DE CENTROS DE DATOS DE INFRAESTRUCTURAS CLOUD BASADAS EN OPENSTACK
  • [2015] LP-CLOUD: GESTIÓN ÓPTIMA DE MODOS DE BAJO CONSUMO EN CLOUD COMPUTING
  • [2015] PILOTO AUTOMÁTICO PARA AVIONES SOLARES TRIPULADOS Y NO TRIPULADOS
  • [2015] PRACE-4IP: PRACE 4th Implementation Phase Project
  • [2015] QUANTUM INFORMATION TECHNOLOGIES MADRID + (QUITEMAD+)
  • [2015] SOCIAL AWARENESS BASED EMERGENCY SITUATION SOLVER - SABESS
  • [2014] Investigación y Desarrollo de servicios avanzados sobre redes mesh
  • [2014] LP-CLOUD: GESTIÓN ÓPTIMA DE MODOS DE BAJO CONSUMO EN CLOUD COMPUTING
  • [2014] OPTIMIZACIÓN ENERGÉTICA DE CENTROS DE DATOS DE INFRAESTRUCTURAS CLOUD BASADAS EN OPENSTACK
  • [2014] Optimización Energética de Centros de Datos de Infraestructuras Cloud Basadas en OpenStack
  • [2013] Distribución de cargas térmica y operativa para la optimización del consumo energético en data denters-Proyecto CALEO
  • [2013] Investigación y Desarrollo de servicios avanzados sobre redes mesh
  • [2013] LP-CLOUD: GESTIÓN ÓPTIMA DE MODOS DE BAJO CONSUMO EN CLOUD COMPUTING
  • [2013] SOCIAL AWARENESS BASED EMERGENCY SITUATION SOLVER - SABESS
  • [2012] ECID- CRITICAS INFRAESTRUTURES DEFEJSE.CID
  • [2012] PILOTO AUTOMÁTICO PARA AVIONES SOLARES TRIPULADOS Y NO TRIPULADOS
  • [2012] SEGURIDAD DE DATOS EN SISTEMAS DISTRIBUIDOS DE MEDICIÓN
  • [2012] SISTEMA DE LOCALIZACION DE PERSONAL BASADO EN TECNOLOGIAS INTERACTIVAS PARA SU APLICACION EN ENTORNOS DE OBRA- LINEO
  • [2011] AMILCAR: SEGURIDAD INTEGRAL PARA ENTORNOS INTELIGENTES
  • [2011] DESARROLLO DE UNA PLATAFORMA DE DESARROLLO SDR BASADA EN LA ARQUITECTURA DEL PROTOTIPO DEMOSTRADOR TERSO.
  • [2011] ECID- CRITICAS INFRAESTRUTURES DEFEJSE.CID
  • [2011] ENSAYOS DINAMICOS DE BAJO COSTE PARA EL MANTENIMIENTO DE PUENTES SOMITDOS A CARGAS AMBIENTALES NO CONTROLADAS
  • [2011] NUEVO SISTEMA DE PREVENCION COLECTIVA INTELIGENTE EN ENTORNOS DINAMICOS DE INFRAESTRUCTURAS LINEALES
  • [2011] PROMETEO - EN EL MARCO DEL PROYECTO CENIT MODELOS DE ANALISIS GENERAL, SISTEMÁTICO Y AUTOMÁTICO DEL SISTEMA DE NAVEGACIÓN Y TRANSPORTE AÉREO -
  • [2011] PROYECTO SEGUR@ EN EL MARCO DEL PROGRAMA DE AYUDAS CENIT 2007.
  • [2011] REALIZACIÓN DE TRABAJOS DE CARÁCTER TÉCNICO.
  • [2011] SISTEMA DE LOCALIZACION DE PERSONAL BASADO EN TECNOLOGIAS INTERACTIVAS PARA SU APLICACION EN ENTORNOS DE OBRA- LINEO
  • [2011] SISTEMA SUPERVISOR DE SALUD INTELIGENTE EN AMBIENTES ASISTIDOS PARA LA VIDA INDEPENDIENTE - S2SALUD
  • [2011] SOPORTE DE DESARROLLO, BENCHAMARKING Y TEST DE SW MULTIPROCESADOR FASE 3
  • [2010] AIVI: Ambientes Inteligentes para la Vida Independiente.
  • [2010] AMILCAR: SEGURIDAD INTEGRAL PARA ENTORNOS INTELIGENTES
  • [2010] DESARROLLO DE UNA PLATAFORMA DE DESARROLLO SDR BASADA EN LA ARQUITECTURA DEL PROTOTIPO DEMOSTRADOR TERSO.
  • [2010] ECID- CRITICAS INFRAESTRUTURES DEFEJSE.CID
  • [2010] ENSAYOS DINAMICOS DE BAJO COSTE PARA EL MANTENIMIENTO DE PUENTES SOMITDOS A CARGAS AMBIENTALES NO CONTROLADAS
  • [2010] PROGRAMME TEMPUS - CD-JEP-41107-2006 (MK-RS).
  • [2010] PROYECTO SEGUR@ EN EL MARCO DEL PROGRAMA DE AYUDAS CENIT 2007.
  • [2010] RED MINISENSORES RFIP PARA LA VIDA INDEPENDIENTE 3º EDAD
  • [2009] AMILCAR: SEGURIDAD INTEGRAL PARA ENTORNOS INTELIGENTES
  • [2009] ARQUITECTURA DIGITALES DE ALTAS PRESTACIONES
  • [2009] ASESORIA SOBRE DELINCUENCIA ORGANIZADA. FASE 2
  • [2009] DESARROLLO DE UNA PLATAFORMA DE DESARROLLO SDR BASADA EN LA ARQUITECTURA DEL PROTOTIPO DEMOSTRADOR TERSO.
  • [2009] ENSAYOS DINAMICOS DE BAJO COSTE PARA EL MANTENIMIENTO DE PUENTES SOMITDOS A CARGAS AMBIENTALES NO CONTROLADAS
  • [2009] PROGRAMME TEMPUS - CD-JEP-41107-2006 (MK-RS).
  • [2009] PROYECTO SEGUR@ EN EL MARCO DEL PROGRAMA DE AYUDAS CENIT 2007.
  • [2009] TRANSCEPTORES MULTIELEMENTO Y MONOCIRCUITO PARA RADIOCOMUNICACION MULTIMEDIA DE BANDA ANCHA Y MUY ANCHA - DISEÑO MICROELECTRONICO
  • [2008] AMEBA 3: Transceptores Integrados Multielemento y Monocircuito para Radiocomunicación Digital de Banda Ancha y Muy Ancha. Diseño Electrónico
  • [2008] AMISEC: Estrategia global de seguridad en Entornos Inteligentes
  • [2008] Arquitecturas Digitales de Altas Prestaciones
  • [2008] CONVENIO MARCO PARA INVESTIGACION EN EL CAMPO DE LA DOMOTICA
  • [2008] Ensayos dinámicos de bajo coste para el mantenimiento de puentes sometidos a cargas ambientales no controladas utilizando sensores inalámbricos
  • [2008] GCTP10
  • [2008] REALIZACION DE TAREAS ASIGNADAS EN EL PROYECTO I+D DE TARJETAS INTELIGENTES Y SISTEMAS EMBEBIDOS PARA MEJORAR LOS METODOS INDUSTRIALES PRODUCTIVOS EN EL SECTOR D
  • [2008] REALIZACIÓN DE TRABAJOS DE CARÁCTER TÉCNICO
  • [2008] SEGURA: Seguridad y Confianza en la Sociedad de la Información
  • [2007] AMEBA 3. Transceptores Multielemento y Monocircuito para Radiocomunicación Multimedia de Banda Ancha y Muy Ancha - Diseño Microelectrónico
  • [2007] Sistemas Integrados para Entornos Inteligentes (SINTEI-2)
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• Responsabilidades
  • [2018] Secretario del Centro de Simulación Computacional
  • [2017] Review Chair Design Automation and Test in Europe (DATE) Conference
  • [2016] Director del Centro de Supercomputación y Visualización de Madrid
  • [2016] Miembro del DATE Executive Committee (Review Chair), Design and Test in Europe 2016
  • [2015] Director del Centro de Supercomputación y Visualización de Madrid (CeSViMa)
  • [2015] Miembro del DATE Executive Committee (Review Chair), Design and Test in Europe 2015
  • [2015] Miembro del comité de programa CISIS 2015
  • [2015] Miembro del comité de programa de MCSoC 2015
  • [2015] Miembro del comité de programa de SECURWARE 2015
  • [2015] Miembro del comité de programa de SENSORCOMM 2015
  • [2014] Editor invitado en Novática: monografía 'Eficiencia energética en centros de proceso de datos'
  • [2014] Embedded and Ubiquitous Computing (EUC 2014), Program Committee Member
  • [2014] International Conference on Computer-Aided Design (ICCAD 2014), Reviewer
  • [2014] Miembro del comité de programa SECURWARE 2014
  • [2014] Review Co-Chair, Design and Test in Europe Conference (DATE)
  • [2013] TPC member DATE 2013
  • [2013] TPC member IEEE MASS 2013
  • [2013] TPC member SECURWARE 2013
  • [2013] TPC member SENSORCOMM 2013
  • [2013] TPC member SSPA 2013
  • [2012] DATE 2012 - Member of the Technical Program Committee
  • [2012] IWIA 2012 - Member of the Program Committee
  • [2012] SECURWARE 2012 - Member of the Technical Program Committee
  • [2012] SENSORCOMM 2013 - Member of the Technical Program Committee
  • [2012] VLSI-SoC 2012 - Member of the Technical Program Committee
  • [2009] Journal of Network and Computer Applications (Elsevier)
  • [2009] SECURWARE 2009
  • [2009] Swiss National Science Foundation
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• Tesis Doctorales
  • [2019] Analysis and design of microarchitectural side-channel attacks and countermeasures
  • [2018] Robust Modeling for Information Acquisition in Biophysical and Critical Scenarios
  • [2017] Proactive Power and Thermal Aware Optimizations for Energy-Efficient Cloud Computing
  • [2016] Trust-ware: A Methodology to Analyze, Design, and Secure Trust and Reputation Systems
  • [2015] PROACTIVE AND REACTIVE THERMAL AWARE OPTIMIZATION TECHNIQUES TO MINIMIZE THE ENVIRONMENTAL IMPACT OF DATA CENTERS
  • [2015] SECURING IMPLEMENTATIONS OF FEEDBACK-SHIFT-REGISTER-BASED CIPHERS USING COMPILER OPTIMIZATIONS AND CO-PROCESSORS
  • [2011] Unsupervised intrusion detection for wireless sensor networks based on artificial intelligence techniques.
  • [2007] Metodología para el Desarrollo de Aplicaciones basada en Servicios sobre Entornos Inteligentes
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