Observatorio de I+D+i UPM
• ESPAÑOL
• ENGLISH
INVESTIGADORES
ESTRUCTURAS DE I+D+I
ACTIVIDAD INVESTIGADORA
INNOVACIÓN
Investigador
Ernestina Menasalvas Ruiz
Categoría Investigador
CATEDRATICO UNIVERSIDAD
Escuela UPM
E.T.S. DE INGENIEROS INFORMÁTICOS
Departamento:
LENGUAJES Y SISTEMAS INFORMÁTICOS E INGENIERÍA DE SOFTWARE (N)
Centros/Institutos I+D+i
CENTRO DE TECNOLOGIA BIOMEDICA (CTB)
Area Conocimiento
CC. DE COMPUTACION E INTELIGENCIA ARTIFICIAL
Grupo de Investigación:
Minería de Datos y Simulación (MIDAS)
Email (Directorio UPM)
ernestina.menasalvas
upm.es
Teléfono (Directorio UPM)
910672967
Perfil en LOOP
Datos de Memorias relacionados
Proyectos de I+D+i y generación de recursos
64 Proyectos de I+D+i
1: (2007)
Data Mining Autónomo: el reto de la ubicuidad en los procesos de Data Mining
2: (2007)
SAMU: Semi Autonomous Data mining for Ubiquitous enviroments
3: (2008)
DATA MINING SEMIAUTONOMO PARA ENTORNOS UBICUOS
4: (2008)
European Masters Course on Software Engineering (Erasmus Mundus). Curso 2008-2010.
5: (2012)
RESILIENCE2050.eu: New design principles fostering safety, agility and resilience for ATM
6: (2013)
HBP: The Human Brain Project HBP
7: (2013)
Water Research Center for Agriculture and Minin
8: (2014)
ANALISIS MULTIPARAMETRICO DE IMAGEN, CLINICA Y TERAPIA PARA OPTIMIZACION DE LA REHABILITACION COGNITIVA EN DCA
9: (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
10: (2014)
HBP. HUMAN BRAIN PROJECT. SUBPROYECTO TOOLS FOR STRUCTURAL DATA ANALYSIS
11: (2014)
HBP. HUMAN BRAIN PROJECT. SUBPROYECTO TOOLS FOR STRUCTURAL DATA ANALYSIS
12: (2014)
HOLOS-REALIZ. ALGORITMOS FUSION IMAGEN
13: (2014)
Patrimonio Histórico Iberoamericano (PHI) ADENDA 2014
14: (2014)
RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data
15: (2014)
RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data
16: (2014)
RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data
17: (2014)
RETHINK big: Roadmap for European Technologies in Hardware & Networking for Big Data RETHINK big
18: (2014)
UNIV. CONCEPCION-ESTRUC. INFORMATICA SENT. JUDIC.
19: (2015)
: Animalario del Centro de Tecnología Biomédica y Centros del Campus Montegancedo de la UPM
20: (2015)
COGNITIO: Análisis multiparamétrico de imagen, clínica y terapia para optimización de la rehabilitacion cognitiva en DCA
21: (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
22: (2015)
EIT Label I&E Education: I&E education of doctoral students
23: (2015)
IBM AWARD
24: (2015)
Master Data Science-2015: Master Data Science
25: (2015)
Nuevos Avances en Visualización Analítica
26: (2015)
Patrimonio Histórico Iberoamericano (PHI) ADENDA 2015
27: (2015)
Patrimonio Histórico Iberoamericano (PHI) ADENDA 2015
28: (2015)
RETHINK big? RETHINK big: Roadmap for European Technologies in Hardware and Networking for Big Data
29: (2015)
Water Research Center for Agriculture and Minin
30: (2015)
1ª RESOLUCIÓN ADJUDICACIÓN AYUDAS PARA PROMOCIÓN DE LA INVESTIGACIÓN EUROPEA.
31: (2016)
FACET -- Integrated supportive services/products to promote frailty care and well function
32: (2016)
FACET -- Integrated supportive services/products to promote frailty care and well function
33: (2016)
FACET-2016: Integrated supportive services/products to promote FrAilty Care and wEll function
34: (2016)
PAPHOS-2016: Integrated supportive services to enhance functional
35: (2016)
RESILIENCE 2050
36: (2017)
BDVe: Big Data Value ecosystem
37: (2017)
BIG DATA VALUE ECOSYSTEM
38: (2017)
CAMPOSEVEN-DESARROLLO VERSION 1.0 DE SIMPE
39: (2017)
CONFERENCIA DIR ING INFORMATICOS ES
40: (2017)
Cross-CPP: Ecosystem for Services based on integrated Cross-sectorial Data Streams from multiple Cyber Physical Products and Open Data Sources
41: (2017)
FACET-2017: Integrated supportive services/products to promote FrAilty Care and wEll function
42: (2017)
IASIS: Integration and analysis of heterogeneous big data for precision medicine and suggested treatments for different type of patients
43: (2017)
Integration and analysis of heterogeneous big data for precision medicine and suggested treatments for different type of patients
44: (2017)
PAPHOS-2017: Integrated supportive services to enhance functional
45: (2017)
RETHINK BIG
46: (2018)
BIG DATA VALUE ECOSYSTEM
47: (2018)
BigMedilytics: Big Data for Medical Analytics
48: (2018)
CROSS-CPP
49: (2018)
EIT Digital Blended Master Programs 2018: EIT Digital Blended Master Programs 2018
50: (2018)
FACET 2017 INTEGRATED SUPPORTIVE SERVICES / PRODUCTS TIO PROMOTE FRAILTY CARE AND WELL FUNCTION
51: (2018)
IBM AWARD
52: (2018)
INTEGRATION AND ANALYSIS OF HETEROGENEOUS BIG DATA FOR PRECISION MEDICINE AND SUGGESTED TREATMENTS FOR DIFFERENT TYPE OF PATIENTS
53: (2018)
PAPHOS 2017 PLATFORM FOR ADVANCED PRESCRIPTIVE HEALTH OPERATIONAL SYSTEM
54: (2018)
RETHINK BIG
55: (2018)
THE SCIENCE OF DIGITAL- CONSULTORIA SOBRE DATOS
56: (2019)
BIG DATA VALUE ECOSYSTEM
57: (2019)
CREACION DE LA CATEDRA ANALYTICS Y BIG DATA
58: (2019)
CROSS-CPP
59: (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
60: (2019)
ESTUDIO MAVIS-MERCK SHARP&DOHME
61: (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
62: (2019)
INTEGRATION AND ANALYSIS OF HETEROGENEOUS BIG DATA FOR PRECISION MEDICINE AND SUGGESTED TREATMENTS FOR DIFFERENT TYPE OF PATIENTS
63: (2019)
MAT4.0-CM: FABRICACION INTELIGENTE DE MATERIALES AVANZADOS PARA EL TRANSPORTE, LA ENERGIA Y LA SALUD (UPM-MIDAS)
64: (2019)
MEDICINA PERSONALIZADA PARA EL TRATAMIENTO DE CANCER DE PULMON: UTILIZANDO ENFOQUES BASADOS EN BIG DATA PARA SOPORTE A LA DECISION (P4-LUCAT)
Formación de Investigadores y Movilidad
4 Estancias y sabáticos recogidos en programas oficiales
1: (2014)
Estancia en la Universidad de Concepción (Chile) (FONDEF D09I1069 )
2: (2014)
Estancia en la Universidad de Concepción (Chile) (FONDEF D09I1069 )
3: (2015)
Estancia en la Universidad de Concepción (Chile) (FONDEF D09I1069 )
4: (2015)
Estancia en la Universidad de Concepción (Chile) (FONDEF D09I1069 )
7 Tesis Doctorales
1: (2009)
Inclusión de información de dominio para datos en modelos de clustering basados en densidad para datos estáticos y data stream
2: (2012)
Autonomous data mining algorithm configurator: application to a social
3: (2012)
Mejora del autocuidado de pacientes diabéticos en zonas rurales de Panamá a través de Tecnologías TIC
4: (2015)
Autonomous classification models in ubiquitous environments
5: (2017)
Big Medical Text Analytics: Querying, Searching and Understanding Clinical Data
6: (2019)
Algoritmos de segmentación semántica para anotación de imágenes
7: (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
Difusión de Resultados de Investigación
90 Artículos en revistas
1: (2007)
A cost model to estimate the effort of Data Mining projects (DMCoMo)
2: (2008)
A cost model to estimate the effort of data mining projects (DMCoMo)
3: (2008)
Toward data mining engineering: A software engineering approach
4: (2009)
Emerging user intentions: matching user queries with topic evolution in news text streams
5: (2009)
Toward data mining engineering: a softwae engineering approach
6: (2010)
Density-based semi-supervised clustering
7: (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
8: (2010)
Vargas-Lombardo M, Jipsion A, Álvarez H, Vejarano R, Camargo I, Menasalvas Ruiz E, Villalba
9: (2012)
A management Ad Hoc networks model for rescue and emergency scenarios
10: (2012)
MULTI-AGENT LOCATION SYSTEM IN WIRELESS NETWORKS
11: (2012)
Optimizing Functional Network Representation of Multivariate Time Series
12: (2012)
Optimizing Functional Network Representation of Multivariate Time Series
13: (2012)
Prediction of MOR and MOE of structural plywood board using an artificial neural network and comparison with a multivariate regression model
14: (2012)
Prediction of MOR and MOE of structural plywood board using an artificial neural network and comparison with a multivariate regression model
15: (2012)
Preprocessing and analyzing genetic data with complex networks: An application to Obstructive Nephropathy
16: (2012)
SOMAR: A SOcial Mobile Activity Recommender
17: (2012)
Tracking recurrent concepts using context
18: (2013)
Mutl-Agent location system in wireless networks
19: (2014)
A methodology to compare Dimensionality Reduction algorithms in terms of loss of quality
20: (2014)
A methodology to compare Dimensionality Reduction algorithms in terms of loss of quality
21: (2014)
Information content: Assessing meso-scale structures in complex networks
22: (2014)
Intelligent Therapy Assistant (ITA) for cognitive rehabilitation in patients with acquired brain injury
23: (2014)
Intelligent Therapy Assistant (ITA) for cognitive rehabilitation in patients with acquired brain injury
24: (2014)
Mining Recurring Concepts in a Dynamic Feature Space
25: (2014)
New insights into the suitability of the third dimension for visualizing multivariate/multidimensional data: a study based on loss of quality quantification
26: (2014)
Parenclitic networks: uncovering new functions in biological data
27: (2014)
Parenclitic networks: uncovering new functions in biological data
28: (2014)
Recurring Concept Detection for Spam Filtering
29: (2014)
Recurring concept detection for spam filtering
30: (2014)
TIDA: A Spanish EHR Semantic Search Engine
31: (2015)
A multicenter study of the early detection of synaptic dysfunction in Mild Cognitive Impairment using Magnetoencephalography-derived functional connectivity
32: (2015)
Automatic extraction and identification of users responses in Facebook medical quizzes
33: (2015)
Extracting Diagnostic Knowledge from MedLine Plus: a Comparison between MetaMap and cTAKES Approaches
34: (2015)
Extracting Diagnostic Knowledge from MedLine Plus: a Comparison between MetaMap and cTAKES Approaches
35: (2015)
Local optimal scale in a hierarchical segmentation method for satellite images
36: (2015)
Predicting recurring concepts on data-streams by me ans of a meta-model and a fuzzy similarity function
37: (2015)
Recurrent drifts: applying fuzzy logic to concept similarity function
38: (2015)
Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation
39: (2015)
Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation
40: (2016)
Automatic extraction and identification of users' responses in Facebook medical quizzes
41: (2016)
Clinical Narrative Analytics Challenges
42: (2016)
Combining complex networks and data mining: Why and how
43: (2016)
Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition
44: (2016)
Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition
45: (2016)
Geography of legal water disputes in Chile
46: (2016)
Legal disputes as a proxy for regional conflicts over water rights in Chile
47: (2016)
Local optimal scale in a hierarchical segmentation method for satellite images An OBIA approach for the agricultural landscape
48: (2016)
New insights into the suitability of the third dimension for visualizing multivariate/multidimensional data: A study based on loss of quality quantification
49: (2016)
Predicting recurring concepts on data-streams by means of a meta-model and a fuzzy similarity function
50: (2017)
Acronym disambiguation in spanish electronic health narratives using machine learning techniques
51: (2017)
Convolutional Neural Networks for estimating spatially-distributed evapotranspiration
52: (2017)
Daily Evapotranspiration Mapping Using Regression Random Forest Models
53: (2017)
Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition
54: (2017)
Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers
55: (2017)
OncoCall: analyzing the outcomes of the oncology telephone patient assistance
56: (2018)
Assessing Time Series Reversibility through Permutation Patterns
57: (2018)
A-trous wavelet transform-based hybrid image fusion for face recognition using region classifiers
58: (2018)
Extracting Diagnostic Knowledge from MedLine Plus: A Comparison between MetaMap and cTAKES Approaches
59: (2018)
From the Difference of Structures to the Structure of the Difference
60: (2018)
Indoor Temperature Prediction in an IoT Scenario
61: (2018)
Lung Cancer Concept Annotation from Spanish Clinical Narratives
62: (2018)
Mining electronic health records: challenges and impact
63: (2018)
PET-CT image fusion using random forest and a-trous wavelet transform
64: (2018)
Profiling Lung Cancer Patients Using Electronic Health Records
65: (2018)
Profiling Lung Cancer Patients Using Electronic Health Records (Q2)
66: (2018)
Supervoxels-Based Histon as a New Alzheimer's Disease Imaging Biomarker
67: (2018)
Supervoxels-Based Histon as a New Alzheimer?s Disease Imaging Biomarker
68: (2018)
Supervoxels-Based Histon as a New Alzheimer's Disease Imaging Biomarker (Factor de impacto: 2,475. Cuartil: Q2 (mitad superior))
69: (2018)
Understanding diseases as increased heterogeneity: a complex network computational framework
70: (2019)
A Proposal for Recognizing Skills in Data Science Using Open Badges
71: (2019)
An Analysis of Healthcare Use and the Cost Associated to End-of-Life Care of Lung Cancer Patients in a Spanish Hospital
72: (2019)
Analysis of Electronic Health Records to Identify the Patient's Treatment Lines: Challenges and Opportunities
73: (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
74: (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
75: (2019)
Applying Data Science methods and tools to unveil healthcare use of lung cancer patients in a teaching hospital in Spain
76: (2019)
Applying Data Science methods and tools to unveil healthcare use of lung cancer patients in a teaching hospital in Spain (Q3)
77: (2019)
Big Data Analysis for Personalized Medicine in Lung Cancer Patients
78: (2019)
Big Data and Survival Predictors in Lung Cancer Patients
79: (2019)
Characterising obstructive sleep apnea patients through complex networks
80: (2019)
Completing missing MeSH code mappings in UMLS through alternative expert-curated sources
81: (2019)
Disease networks and their contribution to disease understanding: A review of their evolution, techniques and data sources
82: (2019)
iASiS: Towards Heterogeneous Big Data Analysis for Personalized Medicine
83: (2019)
Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndrome
84: (2019)
Multi-scale RoIs selection for classifying multi-spectral images
85: (2019)
Multi-scale RoIs selection for classifying multi-spectral images
86: (2019)
On the use of random graphs as null model of large connected networks
87: (2019)
Radiomics textural features extracted from subcortical structures of grey matter probability for Alzheimers disease detection
88: (2019)
Recognition of Time Expressions in Spanish Electronic Health Records
89: (2019)
Recognition of Time Expressions in Spanish Electronic Health Records (SCIE: B)
90: (2019)
Wikipedia disease articles: an analysis of their content and evolution
16 Capítulos de libros
1: (2007)
A Model PM for Preprocessing and Data Mining Proper Process
2: (2007)
Towards a Methodology for Data Mining Project Development: The Importance of Abstraction
3: (2014)
An Approach to Detect Negation on Medical Documents in Spanish
4: (2014)
Dendrite Spine Detection - A Supervoxel Based Approach
5: (2014)
Histogram of Bunched Intensity Values Based Thermal Face Recognition
6: (2014)
Optimal Scale in a Hierarchical Segmentation Method for Satellite Images
7: (2014)
Text Analysis and Information Extraction from Spanish Written Documents
8: (2014)
TIDA: A Spanish EHR Semantic Search Engine
9: (2015)
Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases
10: (2015)
Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases
11: (2015)
Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases
12: (2015)
Evapotranspiration mapping without thermal band using Random Forest
13: (2015)
Evapotranspiration mapping without thermal band using Random Forest
14: (2016)
Challenges of Medical Text and Image Processing: Machine Learning Approaches
15: (2016)
Deep Learning for superpixel-based classfication of remote sensing images.
16: (2016)
Deep Learning for superpixel-based classfication of remote sensing images.
1 Cursos, seminarios y tutoriales
1: (2019)
32nd IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS 2019)
2 Libros
1: (2007)
Un modelo de proceso para Data Mining y Knowledge Discovery
2: (2009)
Methods and Supporting Technologies for Data Analysis, 1st edition
2 Otras Publicaciones
1: (2008)
Anita Wasilewska, Ernestina Menasalvas Ruiz: Data Preprocessing and Data Mining as Generalization.
2: (2008)
Context-aware recommendations in ubiquitous devices
36 Ponencia en Congresos
1: (2007)
An Engineering Approach to Data Mining Projects
2: (2007)
AN INTEGRATED WEB-QUERY CLASSIFICATION APPROACH BASED ON ROUGH SETS
3: (2007)
C-DBSCAN: Density-Based Clustering with Constraints
4: (2007)
Towards User Context Enhance Search Engine Logs Mining
5: (2009)
Approach for Discovering and Tracking Local Web Search Trends
6: (2009)
Automated Constraint Selection for Semi-Supervised Clustering Algorithm
7: (2009)
C-DenStream: Using Domain Knowledge on a Data Stream
8: (2009)
Colaboró en el comité operativo: Local Organizing Committee - Congreso www2009
9: (2009)
Definition of a Metadata Schema for Describing Data Preparation Tasks
10: (2009)
Situation-Aware Data Mining Service for Ubiquitous Environments
11: (2010)
Context-Aware Stream Ensemble for Ubiquitous Environments
12: (2010)
Improving the learning of recurring concepts through High-Level Fuzzy Context
13: (2011)
Learning recurring concepts from data streams with a context-aware ensemble
14: (2011)
Learning recurring concepts from data streams with a context-aware ensemble
15: (2012)
Mars: a personalised mobile activity recognition system
16: (2014)
Electronic Health Records Analytics: Natural Language Processing and Image Annotation
17: (2014)
TIDA: A Spanish EHR Semantic Search Engine
18: (2014)
3d dendrite spine detection - a supervoxel based approach.
19: (2015)
Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases
20: (2015)
Recurrent Drifts: Applying Fuzzy Logic to Concept Similarity Function
21: (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
22: (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
23: (2017)
Acronym Disambiguation in Spanish Electronic Health Narratives Using Machine Learning Techniques
24: (2017)
Automatic Recording and Analysis of Somniloquy through the use of Mobile Devices to Support the Diagnosis of Psychological Pathologies
25: (2017)
Mitosis detection in breast cancer using superpixel candidate selection and ensemble classifiers
26: (2017)
OncoCall: analyzing the outcomes of the oncology telephone patient assistance
27: (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
28: (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.
29: (2019)
An analysis of healthcare use and the cost associated to end-of-life care of lung cancer patients in a Spanish hospital.
30: (2019)
Analysis of Electronic Health Records to Identify the Patient's Treatment Lines: Challenges and Opportunities (CORE:C)
31: (2019)
Analysis of Electronic Health Records to Identify the Patient's Treatment Lines: Challenges and Opportunities (CORE:C)
32: (2019)
Characterization of Diseases Based on Phenotypic Information Through Knowledge Extraction using Public Sources (GII-GRIN-SCIE (GGS)
33: (2019)
Characterization of Diseases Based on Phenotypic Information Through Knowledge Extraction using Public Sources (GII-GRIN-SCIE (GGS) Conference Rating: B)
34: (2019)
Cross-CPP - An ecosystem for provisioning, consolidating, and analysing big data from cyber-physical products
35: (2019)
Evaluating Wikipedia as a Source of Information for Disease Understanding (GII-GRIN-SCIE (GGS) Conference Rating: B)
36: (2019)
Radiomics Textural Features Extracted from Subcortical Structures of Grey Matter Probability for Alzheimers Disease Detection
• TOMA DE DATOS DE MEMORIAS Y CV
• UPM.ES
S2i 2021 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)
