Portal de Transparencia

Actividad investigadora:

• Artículos en revistas
  • [2019] Scalable Prediction of Service-Level Events in Datacenter Infrastructure Using Deep Neural Networks
  • [2018] Forecasting short-term data center network traffic load with convolutional neural networks
  • [2017] Iterative column subset selection
  • [2016] A Fast Iterative Algorithm for Improved Unsupervised Feature Selection
  • [2016] On the Computational Power of Networks of Polarized Evolutionary Processors. (JCR Journal Q2)
  • [2016] Solving Optimization Problems by using Networks of Evolutionary Processors with Quantitative Filtering
  • [2016] Towards Quantitative Networks of Polarized Evolutionary Processors: A Bio-Inspired Computational Model with Numerical Evaluations
  • [2016] Transducers Based on Networks of Polarized Evolutionary Processors
  • [2014] Transducers based on Networks of Evolutionary Processors
  • [2013] Simulating Metabolic Processes Using an Architecture Based on Networks of Bio-inspired Processors.
  • [2013] Simulating Metabolic Processes Using an Architecture Based on Networks of Bio-inspired Processors.
  • [2013] An Architecture forRepresenting Biological Processes based on Networks of Bio-inspired Processors
  • [2012] A Web Implementation of A Generalized NEP
  • [2012] Genetic Network Representation using a Suitable IDE Software Tool to the Bacillus Mycobacterium Tuberculosis
  • [2011] Engineering with Biological Systems
  • [2010] P-System Communications Architectures Configuration Based on Growing Self-Organizing Maps
  • [2010] Self-Assembly Process for Integrated Circuits Based on Carbon Nanotubes Using Microfluidic Devices
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• Capítulos de libros
  • [2015] Massively Parallel Unsupervised Feature Selection on Spark
  • [2015] Massively Parallel Unsupervised Feature Selection on Spark
  • [2015] NPEPE: Massive Natural Computing Engine for Optimally Solving NP-complete Problems in Big Data Scenarios
  • [2014] Networks of Polarized Evolutionary Processors Are Computationally Complete
  • [2011] Suitability of Artificial Neural Networks for Designing LoC Circuits
  • [2010] Bacterial Technology to Build Computers: a Survey
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• Conferencias invitadas en congresos
  • [2014] Towards Quantitative Perspective in Networks of Evolutionary Processors. International Conference in Natural Information Technologies, Madrid, October 2014.
• Cursos, seminarios y tutoriales
  • [2017] Networks of Evolutionary Processors: Words and Pictures
  • [2016] Networks of Bioinspired Processors for Optimization Problems
  • [2014] Networks of Bio-inspired Processors: towards simulation of cellular processes
• Estancias y sabáticos recogidos en programas oficiales
  • [2019] Profesor Invitado en la Universidad de Bradford (Inglaterra)
  • [2016] Estancia posdoctoral en the 'National Institute of Research and Development for Biological Sciences (NIRDBS)' de Rumania
  • [2015] Estancia de Investigación en el CEA
  • [2011] Estancia de investigación en el Grupo de investigación Modelos de Computación Natural - MCN del Departamento de Informática, Universidad de Verona, Italia
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• Libros
  • [2014] Proceedings of First International Workshop in Big Data and Applications
  • [2014] Proceedings of First International Workshop in Big Data and Applications. (Funded by FP7 ONTIC project, no. 619633).
  • [2011] Diccionario Informático en Lengua de Signos Española
• Otras Publicaciones
  • [2019] Networks of Uniform Splicing Processors.
• Otros méritos
  • [2016] Commission Member of Ericsson-UPM Chair in Software and Systems
  • [2016] Secretaría Técnica de la Cátedra Ericsson-UPM en Software y Sistemas
  • [2015] Cátedra Universidad - Empresa 'Ericsson.UPM in Software and Systems'
  • [2011] Estancia de Investigación
  • [2011] Investigador Colaborador
  • [2011] Investigador Colaborador
  • [2011] Profesora visitante
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• Ponencia en Congresos
  • [2019] High Performance and Scalable Simulations of a Bio-inspired Computational Model
  • [2019] Ultra-Scalable Simulations of Networks of Polarized Evolutionary Processors
  • [2019] Ultra-Scalable Simulations of Networks of Polarized Evolutionary Processors
  • [2017] Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure
  • [2017] Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure.
  • [2017] PROBABILISTIC LEVERAGE SCORES FOR PARALLELIZED UNSUPERVISED FEATURE SELECTION (ALPHA CORE B)
  • [2017] Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection.
  • [2016] A Fast Iterative Algorithm for Improved Unsupervised Feature Selection
  • [2016] Feature Ranking and Selection for Big Data Sets
  • [2016] Parallelized Unsupervised Feature Selection for Large-Scale Network Traffic Analysis
  • [2016] Towards Quantititive Networks of Evolutionary Polarized Processors: a bio-inspired computational framework with numerical evaluations
  • [2015] Distributed Simulation of NEPs Based On-Demand Cloud Elastic Computation
  • [2015] How Nets of Evolutionary Processors (NEPs) Could be Simulated in a Distributed Way
  • [2015] How to Search Optimal Solutions in Big Spaces with Networks of Bio-Inspired Processors
  • [2015] Massively Parallel Unsupervised Feature Selection on Spark.
  • [2015] NPEPE: Massive Natural Computing Engine for Optimally Solving NP-complete Problems in Big Data Scenarios.
  • [2014] Networks of Polarized Evolutionary Processors Are Computationally Complete
  • [2013] Simulating Metabolic Processes Using an Architecture Based on Networks of Bio-inspired Processors.Unconventional Computation and Natural Computation
  • [2011] Suitability of Artificial Neural Networks for Designing LoC Circuits
  • [2011] Suitability of artificial neural network for designing LoC circuits
  • [2010] P-System Communications Architectures Configuration based on Growing Self-Organizing Maps
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• Premios
  • [2019] Certificate of Appreciation por el paper "Ultra-Scalable Simulations of Networks of Polarized Evolutionary Processorsl"
  • [2019] Premio a la dirección del mejor Proyecto Fin de Grado en Seguridad Informática, Curso 2018/2019. E.T.S. de Ingeniería de Sistemas Informáticos - UPM.
  • [2018] Premio al mejor Proyecto Fin de Grado en Big Data, Curso 2017/2018. E.T.S. de Ingeniería de Sistemas Informáticos - UPM.
  • [2015] Big Dap Best Paper by 'Massively Parallel Unsupervised Feature Selection on Spark'
  • [2010] ITHEA Best Paper By "Self-Assembly Process for Integrated Circuits Based on Carbon Nanotubes Using Microfluidic Devices"
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• Proyectos de I+D+i
  • [2019] BOOST 4.0
  • [2019] CREACIÓN DE LA CÁTEDRA ERICSON-UPM SOBRE SOFTWARE Y SISTEMAS.
  • [2019] DEEP-AUGUR - 18217 (EIT DIGITAL INFRAESTRUCTURE, CALL 2018)
  • [2019] SPIDER: a CyberSecurity Platform for vIrtualiseD 5G cybEr Range services
  • [2019] TELECOM DIAGNOSTICS - 17161 (DIGITAL INFRAESTRUCTURE, CALL 2018)
  • [2018] Telecom Diagnostics
  • [2015] CogNet : Building an Intelligent System of Insights and Action for 5G Network Management
  • [2014] FP7 ONTIC( Online Network Traffic Characterization)
  • [2014] FP7 ONTIC( Online Network Traffic Characterization)
  • [2013] Renovación y Nuevas Actividades de la Red Temática en Computación Biomolecular y Biocelular. TIN2011-15874-E (2012)
  • [2012] BUALAA TV
  • [2012] NETWORKS OF BIO-INSPIRED PROCESSORS: HARDWARE IMPLEMENTATIONS
  • [2012] Renovación y nuevas actividades de la red temática en computación biomolecular y biocelular
  • [2011] NETWORKS OF BIO-INSPIRED PROCESSORS:HARDWARE IMPLENTATIONS
  • [2011] SIMBOLO
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• Responsabilidades
  • [2019] Miembro del Comité de Programa de la 23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES 2019
  • [2019] Miembro del Comité de Programa del "3rd International Workshop on Engineering Data- & Model-driven Applications" - EDMA 2019.
  • [2018] Pariticipación en el Comité de Programa del "First International Workshop on Network Intelligence". Organizado por: IEEE Communications Society
  • [2018] Revisión de artículos científicos en el área de Ciencias de la Computación e Inteligencia Artificial en American Mathematical Society.
  • [2017] Evaluadora de artículos científicos en el área de Ciencias de la Computación e Inteligencia Artificial. at American Mathematical Society (AMS)
  • [2017] Miembro del Comité Organizador del ?First Datathon in Network Traffic Detection?
  • [2017] Miembro del Comité de Programa de la "First International Workshop on Network Intelligence".
  • [2017] Miembro del comité de evaluación científico-técnica de la ONTIC Datathon 2017
  • [2017] Miembros de la Comisión de Seguimiento de la Cátedra Ericsson-UPM en Software y Sistemas
  • [2016] Evaluación de Proyectos de Investigación de las convocatorias de investigación internacionales
  • [2016] Gestión en paquetes de trabajo de proyectos de investigación de convocatorias competitivas
  • [2016] Miembro del Comité de Programa de la 6th International Conference on Natural Information Technologies - NIT
  • [2015] EVALUADORA DE ARTICULOS CIENTIFICOS EN LA REVISTA 'PLOS ONE'
  • [2014] Member of Organizing Committee of First International Workshop in Big Data and Applications (BigDap'14), September 11-12, 2014, Universidad Politécnica de Madrid.
  • [2014] Miembro Comité Organizador First International Workshop in Big Data and Applications
  • [2013] Member of Spanish Network on Biomolecular and Biocellular Computing
  • [2013] Miembro del Comité Organizador de la III Conferencia Internacional en Tecnologías de la Información Natural - NIT
  • [2013] Organising Committe member of Second International School on Biomolecular and Biocellular Computing (ISBBC'13)
  • [2012] Member of Spanish Network on Biomolecular and Biocellular Computing
  • [2012] Miembro del Comité Organizador de la III Conferencia Internacional en Tecnologías de la Información Natural - NIT
  • [2012] Technical Editor of Journal
  • [2011] Miembro del Comité Organizados de la II Conferencia Internacional en Tecnologías de la Información Natural - NIT
  • [2010] Member of Organizing Comitte International Conference of Natural Information Technologies ¿ NIT 2010, and International Events on Informatics ¿ ITA 2010
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• Tesis Doctorales
  • [2017] "General Methodology for Implementing Natural Computers in a Distributed Way" (provisional title). PhD Student: Karina Jiménez. University: Autónoma de Madrid. Doctorate in Computer Science and Telecommunications. Supervisors: Alfonso Ortega dela Puente and Sandra Gómez Canaval. Starting date: January 2015. Provisional end date: December 2017
  • [2017] "Load Balancers for Virtual Network Functions in Software Defined Networks" (provisional title). PhD Student: Rodrigo López Manrique. University: Politécnica de Madrid. Doctorate in Computational Sciences and Technologies for Smart Cities. Supervisors: Alberto Mozo and Sandra Gómez Canaval. Starting date: September 2015. Provisional end date: December 2017.
  • [2017] User Stateful Load Balancer for Virtual Network Functions (título provisional)
  • [2014] "Computational Framework for the Definition of a Bioinspired Model on the Cellular Signalling".
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