Portal de Transparencia

Actividad investigadora:

• Artículos en revistas
  • [2019] A Proposal for Recognizing Skills in Data Science Using Open Badges
  • [2019] Aplicación de métodos y herramientas de la ciencia de datos para el análisis del coste de la asistencia sanitaria de los pacientes con cáncer de pulmón en un hospital universitario de tercer nivel en España
  • [2019] Aplicación de métodos y herramientas de la ciencia de datos para el análisis del coste de la asistencia sanitaria de los pacientes con cáncer de pulmón en un hospital universitario de tercer nivel en España
  • [2019] Applying Data Science methods and tools to unveil healthcare use of lung cancer patients in a teaching hospital in Spain (Q3)
  • [2019] Multi-scale RoIs selection for classifying multi-spectral images
  • [2019] Multi-scale RoIs selection for classifying multi-spectral images
  • [2019] Recognition of Time Expressions in Spanish Electronic Health Records (SCIE: B)
  • [2018] Lung Cancer Concept Annotation from Spanish Clinical Narratives
  • [2018] Mining electronic health records: challenges and impact
  • [2018] Profiling Lung Cancer Patients Using Electronic Health Records (Q2)
  • [2018] Supervoxels-Based Histon as a New Alzheimer's Disease Imaging Biomarker (Factor de impacto: 2,475. Cuartil: Q2 (mitad superior))
  • [2018] Supervoxels-Based Histon as a New Alzheimer?s Disease Imaging Biomarker
  • [2017] Acronym disambiguation in spanish electronic health narratives using machine learning techniques
  • [2017] Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers
  • [2016] Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition
  • [2016] Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition
  • [2015] A multicenter study of the early detection of synaptic dysfunction in Mild Cognitive Impairment using Magnetoencephalography-derived functional connectivity
  • [2015] Automatic extraction and identification of users responses in Facebook medical quizzes
  • [2015] Extracting Diagnostic Knowledge from MedLine Plus: a Comparison between MetaMap and cTAKES Approaches
  • [2015] Extracting Diagnostic Knowledge from MedLine Plus: a Comparison between MetaMap and cTAKES Approaches
  • [2015] Local optimal scale in a hierarchical segmentation method for satellite images
  • [2015] Predicting recurring concepts on data-streams by me ans of a meta-model and a fuzzy similarity function
  • [2015] Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation
  • [2014] A methodology to compare Dimensionality Reduction algorithms in terms of loss of quality
  • [2014] Intelligent Therapy Assistant (ITA) for cognitive rehabilitation in patients with acquired brain injury
  • [2014] Intelligent Therapy Assistant (ITA) for cognitive rehabilitation in patients with acquired brain injury
  • [2014] New insights into the suitability of the third dimension for visualizing multivariate/multidimensional data: a study based on loss of quality quantification
  • [2014] Parenclitic networks: uncovering new functions in biological data
  • [2014] Recurring concept detection for spam filtering
  • [2013] Mutl-Agent location system in wireless networks
  • [2012] MULTI-AGENT LOCATION SYSTEM IN WIRELESS NETWORKS
  • [2012] Optimizing Functional Network Representation of Multivariate Time Series
  • [2012] Optimizing Functional Network Representation of Multivariate Time Series
  • [2012] Prediction of MOR and MOE of structural plywood board using an artificial neural network and comparison with a multivariate regression model
  • [2012] Prediction of MOR and MOE of structural plywood board using an artificial neural network and comparison with a multivariate regression model
  • [2012] Preprocessing and analyzing genetic data with complex networks: An application to Obstructive Nephropathy
  • [2012] Tracking recurrent concepts using context
  • [2010] Density-based semi-supervised clustering
  • [2010] Scope of Information Communications Technology in the Health of Diabetes Patients in Poor Rural Zones of Panama Through Holistic, Interactive, and Persuasive Model to Facilitate Self-Care of Diabetes Patients
  • [2010] Vargas-Lombardo M, Jipsion A, Álvarez H, Vejarano R, Camargo I, Menasalvas Ruiz E, Villalba
  • [2009] Emerging user intentions: matching user queries with topic evolution in news text streams
  • [2009] Toward data mining engineering: a softwae engineering approach
  • [2008] A cost model to estimate the effort of data mining projects (DMCoMo)
  • [2008] Toward data mining engineering: A software engineering approach
  • [2007] A cost model to estimate the effort of Data Mining projects (DMCoMo)
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• Capítulos de libros
  • [2016] Challenges of Medical Text and Image Processing: Machine Learning Approaches
  • [2016] Deep Learning for superpixel-based classfication of remote sensing images.
  • [2016] Deep Learning for superpixel-based classfication of remote sensing images.
  • [2015] Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases
  • [2015] Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases
  • [2015] Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases
  • [2015] Evapotranspiration mapping without thermal band using Random Forest
  • [2015] Evapotranspiration mapping without thermal band using Random Forest
  • [2014] An Approach to Detect Negation on Medical Documents in Spanish
  • [2014] Dendrite Spine Detection - A Supervoxel Based Approach
  • [2014] Histogram of Bunched Intensity Values Based Thermal Face Recognition
  • [2014] Optimal Scale in a Hierarchical Segmentation Method for Satellite Images
  • [2014] TIDA: A Spanish EHR Semantic Search Engine
  • [2014] Text Analysis and Information Extraction from Spanish Written Documents
  • [2007] A Model PM for Preprocessing and Data Mining Proper Process
  • [2007] Towards a Methodology for Data Mining Project Development: The Importance of Abstraction
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• Cursos, seminarios y tutoriales
  • [2019] 32nd IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS 2019)
• Estancias y sabáticos recogidos en programas oficiales
  • [2015] Estancia en la Universidad de Concepción (Chile) (FONDEF D09I1069 )
  • [2015] Estancia en la Universidad de Concepción (Chile) (FONDEF D09I1069 )
  • [2014] Estancia en la Universidad de Concepción (Chile) (FONDEF D09I1069 )
  • [2014] Estancia en la Universidad de Concepción (Chile) (FONDEF D09I1069 )
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• Libros
  • [2009] Methods and Supporting Technologies for Data Analysis, 1st edition
  • [2007] Un modelo de proceso para Data Mining y Knowledge Discovery
• Otras Publicaciones
  • [2008] Anita Wasilewska, Ernestina Menasalvas Ruiz: Data Preprocessing and Data Mining as Generalization.
  • [2008] Context-aware recommendations in ubiquitous devices
• Ponencia en Congresos
  • [2019] An analysis of healthcare use and the cost associated to end-of-life care of lung cancer patients in a Spanish hospital.
  • [2019] Analysis of Electronic Health Records to Identify the Patient's Treatment Lines: Challenges and Opportunities (CORE:C)
  • [2019] Analysis of Electronic Health Records to Identify the Patient's Treatment Lines: Challenges and Opportunities (CORE:C)
  • [2019] Characterization of Diseases Based on Phenotypic Information Through Knowledge Extraction using Public Sources (GII-GRIN-SCIE (GGS)
  • [2019] Characterization of Diseases Based on Phenotypic Information Through Knowledge Extraction using Public Sources (GII-GRIN-SCIE (GGS) Conference Rating: B)
  • [2019] Cross-CPP - An ecosystem for provisioning, consolidating, and analysing big data from cyber-physical products
  • [2019] Evaluating Wikipedia as a Source of Information for Disease Understanding (GII-GRIN-SCIE (GGS) Conference Rating: B)
  • [2019] Radiomics Textural Features Extracted from Subcortical Structures of Grey Matter Probability for Alzheimers Disease Detection
  • [2018] Aplicación de métodos y herramientas de Data Science al análisis del consumo de asistencias de urgencias de los pacientes con cáncer de pulmón en un hospital terciario en España.
  • [2017] Acronym Disambiguation in Spanish Electronic Health Narratives Using Machine Learning Techniques
  • [2017] Automatic Recording and Analysis of Somniloquy through the use of Mobile Devices to Support the Diagnosis of Psychological Pathologies
  • [2017] Mitosis detection in breast cancer using superpixel candidate selection and ensemble classifiers
  • [2017] OncoCall: analyzing the outcomes of the oncology telephone patient assistance
  • [2017] Uso de tarjeta universitaria y tecnología móvil para el control de acceso a instalaciones universitarias y su posterior análisis en términos de rendimiento académicos y control de asistencia en clase
  • [2016] Aplicación de la computación cognitiva para el análisis de datos masivos (Big Data) extraídos de los informe de alta de una unidad de ictus
  • [2016] Aplicación de la computación cognitiva para el análisis de datos masivos (Big Data) extraídos de los informe de alta de una unidad de ictus
  • [2015] Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases
  • [2015] Recurrent Drifts: Applying Fuzzy Logic to Concept Similarity Function
  • [2014] 3d dendrite spine detection - a supervoxel based approach.
  • [2014] Electronic Health Records Analytics: Natural Language Processing and Image Annotation
  • [2014] TIDA: A Spanish EHR Semantic Search Engine
  • [2012] Mars: a personalised mobile activity recognition system
  • [2010] Context-Aware Stream Ensemble for Ubiquitous Environments
  • [2010] Improving the learning of recurring concepts through High-Level Fuzzy Context
  • [2009] Approach for Discovering and Tracking Local Web Search Trends
  • [2009] Automated Constraint Selection for Semi-Supervised Clustering Algorithm
  • [2009] C-DenStream: Using Domain Knowledge on a Data Stream
  • [2009] Colaboró en el comité operativo: Local Organizing Committee - Congreso www2009
  • [2009] Definition of a Metadata Schema for Describing Data Preparation Tasks
  • [2009] Situation-Aware Data Mining Service for Ubiquitous Environments
  • [2007] AN INTEGRATED WEB-QUERY CLASSIFICATION APPROACH BASED ON ROUGH SETS
  • [2007] An Engineering Approach to Data Mining Projects
  • [2007] C-DBSCAN: Density-Based Clustering with Constraints
  • [2007] Towards User Context Enhance Search Engine Logs Mining
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• Proyectos de I+D+i
  • [2019] BIG DATA VALUE ECOSYSTEM
  • [2019] CREACION DE LA CATEDRA ANALYTICS Y BIG DATA
  • [2019] CROSS-CPP
  • [2019] DISNET: Creación y análisis de redes de enfermedades (DISease NETworks) para el reposicionamiento de fármacos a partir de fuentes heterogeneas aplicado a enfermedades raras
  • [2019] ESTUDIO MAVIS-MERCK SHARP&DOHME
  • [2019] INFORME DE 2ª OPINIÓN AL MINISTERIO DE CIENCIA INNOVACIÓN Y UNIVERSIDADES, RELATIVO AL PROYECTO MAGNUS BIG DATA COMO SOPORTE A LA TOMA DE DECISIONES LEGALES DE LA ENTIDAD EDITORIAL TIRANT LO BLANCH S.L
  • [2019] INTEGRATION AND ANALYSIS OF HETEROGENEOUS BIG DATA FOR PRECISION MEDICINE AND SUGGESTED TREATMENTS FOR DIFFERENT TYPE OF PATIENTS
  • [2019] MAT4.0-CM: FABRICACION INTELIGENTE DE MATERIALES AVANZADOS PARA EL TRANSPORTE, LA ENERGIA Y LA SALUD (UPM-MIDAS)
  • [2019] MEDICINA PERSONALIZADA PARA EL TRATAMIENTO DE CANCER DE PULMON: UTILIZANDO ENFOQUES BASADOS EN BIG DATA PARA SOPORTE A LA DECISION (P4-LUCAT)
  • [2018] BIG DATA VALUE ECOSYSTEM
  • [2018] CROSS-CPP
  • [2018] FACET 2017 INTEGRATED SUPPORTIVE SERVICES / PRODUCTS TIO PROMOTE FRAILTY CARE AND WELL FUNCTION
  • [2018] IBM AWARD
  • [2018] INTEGRATION AND ANALYSIS OF HETEROGENEOUS BIG DATA FOR PRECISION MEDICINE AND SUGGESTED TREATMENTS FOR DIFFERENT TYPE OF PATIENTS
  • [2018] PAPHOS 2017 PLATFORM FOR ADVANCED PRESCRIPTIVE HEALTH OPERATIONAL SYSTEM
  • [2018] RETHINK BIG
  • [2018] THE SCIENCE OF DIGITAL- CONSULTORIA SOBRE DATOS
  • [2017] BIG DATA VALUE ECOSYSTEM
  • [2017] CAMPOSEVEN-DESARROLLO VERSION 1.0 DE SIMPE
  • [2017] CONFERENCIA DIR ING INFORMATICOS ES
  • [2017] Integration and analysis of heterogeneous big data for precision medicine and suggested treatments for different type of patients
  • [2017] RETHINK BIG
  • [2016] FACET -- Integrated supportive services/products to promote frailty care and well function
  • [2016] FACET -- Integrated supportive services/products to promote frailty care and well function
  • [2016] RESILIENCE 2050
  • [2015] 1ª RESOLUCIÓN ADJUDICACIÓN AYUDAS PARA PROMOCIÓN DE LA INVESTIGACIÓN EUROPEA.
  • [2015] : Animalario del Centro de Tecnología Biomédica y Centros del Campus Montegancedo de la UPM
  • [2015] COGNITIO: Análisis multiparamétrico de imagen, clínica y terapia para optimización de la rehabilitacion cognitiva en DCA
  • [2015] DESARROLLO DE LA PROPUESTA DE UN DOCTORAL TRAINING CENTER (DTC) EN MADRID DEL NODO ESPAÑOL DE LA KNOWLEDGE AND INNOVATION COMMUNITY (KIC) DENOMINADA ICT LABS DEL EUROPEAN INSTITUTE OF TECHNOLOGY
  • [2015] IBM AWARD
  • [2015] Nuevos Avances en Visualización Analítica
  • [2015] Patrimonio Histórico Iberoamericano (PHI) ADENDA 2015
  • [2015] Patrimonio Histórico Iberoamericano (PHI) ADENDA 2015
  • [2015] RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data
  • [2015] Water Research Center for Agriculture and Minin
  • [2014] ANALISIS MULTIPARAMETRICO DE IMAGEN, CLINICA Y TERAPIA PARA OPTIMIZACION DE LA REHABILITACION COGNITIVA EN DCA
  • [2014] DESARROLLO DE LA PROPUESTA DE UN DOCTORAL TRAINING CENTER (DTC) EN MADRID DEL NODO ESPAÑOL DE LA KNOWLEDGE AND INNOVATION COMMUNITY (KIC) DENOMINADA ICT LABS DEL EUROPEAN INSTITUTE OF TECHNOLOGY
  • [2014] HBP. HUMAN BRAIN PROJECT. SUBPROYECTO TOOLS FOR STRUCTURAL DATA ANALYSIS
  • [2014] HBP. HUMAN BRAIN PROJECT. SUBPROYECTO TOOLS FOR STRUCTURAL DATA ANALYSIS
  • [2014] HOLOS-REALIZ. ALGORITMOS FUSION IMAGEN
  • [2014] Patrimonio Histórico Iberoamericano (PHI) ADENDA 2014
  • [2014] RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data
  • [2014] RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data
  • [2014] RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data
  • [2014] UNIV. CONCEPCION-ESTRUC. INFORMATICA SENT. JUDIC.
  • [2013] Water Research Center for Agriculture and Minin
  • [2008] DATA MINING SEMIAUTONOMO PARA ENTORNOS UBICUOS
  • [2008] European Masters Course on Software Engineering (Erasmus Mundus). Curso 2008-2010.
  • [2007] Data Mining Autónomo: el reto de la ubicuidad en los procesos de Data Mining
  • [2007] SAMU: Semi Autonomous Data mining for Ubiquitous enviroments
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• Responsabilidades
  • [2014] III Seminario taller Proyectar la Memoria
  • [2014] Revisor de la revista Frontiers in Neuroanatomy
• Tesis Doctorales
  • [2019] Algoritmos de segmentación semántica para anotación de imágenes
  • [2019] Desarrollo e implantación de herramientas para el registro y análisis de datos y el soporte a la decisión como base para la medicina de precisión en Oncología
  • [2017] Big Medical Text Analytics: Querying, Searching and Understanding Clinical Data
  • [2015] Autonomous classification models in ubiquitous environments
  • [2012] Autonomous data mining algorithm configurator: application to a social
  • [2012] Mejora del autocuidado de pacientes diabéticos en zonas rurales de Panamá a través de Tecnologías TIC
  • [2009] Inclusión de información de dominio para datos en modelos de clustering basados en densidad para datos estáticos y data stream
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