Ernestina Menasalvas Ruiz

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 27

Top Venues

Publications

Alfredo Madrid-García, Beatriz Merino-Barbancho, Dalifer Freites-Núñez, Luis Rodríguez-Rodríguez, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Anselmo Peñas
From Web to RheumaLpack: Creating a Linguistic Corpus for Exploitation and Knowledge Discovery in Rheumatology. Comput. Biol. Medicine 179 (2024)
Adrián Ayuso Muñoz, Esther Ugarte Carro, Lucía Prieto Santamaría, Belén Otero-Carrasco, Ernestina Menasalvas Ruiz, Yuliana Pérez-Gallardo, Alejandro Rodríguez González
REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data. CBMS (2022)
Antonio Jesús Díaz-Honrubia, Alberto Blázquez-Herranz, Lucía Prieto Santamaría, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Gustavo Gonzalez Granadillo, Rodrigo Diaz, Emmanouil Panaousis, Christos Xenakis
A Trusted Platform Module-based, Pre-emptive and Dynamic Asset Discovery Tool. J. Inf. Secur. Appl. 71 (2022)
Belén Otero-Carrasco, Aurora Pérez-Pérez, Ernestina Menasalvas Ruiz, Juan Pedro Caraça-Valente Hernández, Lucía Prieto Santamaría, Alejandro Rodríguez González
Drug repositioning with gender perspective focused on Adverse Drug Reactions. CBMS (2022)
Eduardo P. García del Valle, Lucía Prieto Santamaría, Gerardo Lagunes García, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
A Meta-Path-Based Prediction Method for Disease Comorbidities. CBMS (2021)
Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
DisMaNET: A network-based tool to cross map disease vocabularies. Comput. Methods Programs Biomed. 207 (2021)
Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Christian Wolff, Juana Wendt, Elisa A. Herrmann, Pavel Smrz
Developing a Data Analytics Toolbox to Support CPS-based Services. MECO (2020)
Manuel Scurti, Ernestina Menasalvas Ruiz, Maria-Esther Vidal, Maria Torrente, Dimitrios Vogiatzis, George Paliouras, Mariano Provencio, Alejandro Rodríguez González
A Data-Driven Approach for Analyzing Healthcare Services Extracted from Clinical Records. CBMS (2020)
Alejandro Rodríguez González, Juan Manuel Tuñas, Diego Fernandez Peces-Barba, Ernestina Menasalvas Ruiz, Almudena Jaramillo, Manuel Cotarelo, Antonio Conejo, Amalia Arce, Angel Gil
Creating a Metamodel Based on Machine Learning to Identify the Sentiment of Vaccine and Disease-Related Messages in Twitter: the MAVIS Study. CBMS (2020)
Gerardo Lagunes García, Alejandro Rodríguez González, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz
How Wikipedia disease information evolve over time? An analysis of disease-based articles changes. Inf. Process. Manag. 57 (3) (2020)
Lucía Prieto Santamaría, Eduardo P. García del Valle, Gerardo Lagunes García, Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, Yuliana Pérez-Gallardo, Gandhi Hernández-Chan
Analysis of New Nosological Models from Disease Similarities using Clustering. CBMS (2020)
Eduardo P. García del Valle, Gerardo Lagunes García, Ernestina Menasalvas Ruiz, Lucía Prieto Santamaría, Massimiliano Zanin, Alejandro Rodríguez González
Completing Missing MeSH Code Mappings in UMLS Through Alternative Expert-Curated Sources. CBMS (2019)
Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
Disease networks and their contribution to disease understanding: A review of their evolution, techniques and data sources. J. Biomed. Informatics 94 (2019)
Gerardo Lagunes García, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
Wikipedia Disease Articles: An Analysis of their Content and Evolution. CBMS (2019)
César Antonio Ortiz Toro, Nuria Gutiérrez Sánchez, Consuelo Gonzalo-Martín, Roberto Garrido García, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz
Radiomics Textural Features Extracted from Subcortical Structures of Grey Matter Probability for Alzheimers Disease Detection. CBMS (2019)
Alejandro Rodríguez González, Athena Vakali, Miguel Angel Mayer, Takashi Okumura, Ernestina Menasalvas Ruiz, Myra Spiliopoulou
Introduction to the special issue on social data analytics in medicine and healthcare. Int. J. Data Sci. Anal. 8 (4) (2019)
César Antonio Ortiz, Consuelo Gonzalo-Martín, Angel García-Pedrero, Ernestina Menasalvas Ruiz
Supervoxels-Based Histon as a New Alzheimer's Disease Imaging Biomarker. Sensors 18 (6) (2018)
Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, David Papo
Assessing Time Series Reversibility through Permutation Patterns. Entropy 20 (9) (2018)
Ernestina Menasalvas Ruiz, Juan Manuel Tuñas, Guzmán Bermejo, Consuelo Gonzalo-Martín, Alejandro Rodríguez González, Massimiliano Zanin, Cristina Gonzalez de Pedro, Marta Mendez, Olga Zaretskaia, Jesús Rey, Consuelo Parejo, Juan Luis Cruz Bermudez, Mariano Provencio
Profiling Lung Cancer Patients Using Electronic Health Records. J. Medical Syst. 42 (7) (2018)
Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz
Evaluating Wikipedia as a source of information for disease understanding. CoRR (2018)
Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González
Evaluating Wikipedia as a Source of Information for Disease Understanding. CBMS (2018)
Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Massimiliano Zanin, Juan Manuel Tuñas, Mariano Provencio, Maria Torrente, Fabio Franco, Virginia Calvo, Beatriz Nuñez
IASIS and BigMedilytics: Towards personalized medicine in Europe. CoRR (2018)
Pedro Lima-Monteiro, Massimiliano Zanin, Ernestina Menasalvas Ruiz, João Paulo Pimentão, Pedro Alexandre da Costa Sousa
Indoor Temperature Prediction in an IoT Scenario. Sensors 18 (11) (2018)
Ernestina Menasalvas Ruiz, Consuelo Gonzalo, Juan Manuel Tuñas, Alejandro Rodríguez González, Mariano Provencio, Cristina Gonzalez de Pedro, Marta Mendez, Olga Zaretskaia, Juan Luis Cruz, Jesús Rey, Consuelo Parejo
OncoCall: Analyzing the Outcomes of the Oncology Telephone Patient Assistance. CBMS (2017)
Virginia Aparicio-Paniagua, Jorge Pérez-Muñoz, Alejandro Rodríguez González, Angel García-Pedrero, Juan Miguel Gómez-Berbís, Consuelo Gonzalo-Martín, Ernestina Menasalvas Ruiz, Giner Alor-Hernández
Automatic Recording and Analysis of Somniloquy Through the Use of Mobile Devices to Support the Diagnosis of Psychological Pathologies. CITI (2017)
Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, Miguel Angel Mayer
Automatic extraction and identification of users' responses in Facebook medical quizzes. Comput. Methods Programs Biomed. 127 (2016)
Antonio Gracia Berná, Santiago González, Víctor Robles, Ernestina Menasalvas Ruiz, Tatiana von Landesberger
New insights into the suitability of the third dimension for visualizing multivariate/multidimensional data: A study based on loss of quality quantification. Inf. Vis. 15 (1) (2016)
Alejandro Rodríguez González, Marcos Martínez Romero, Roberto Costumero, Mark D. Wilkinson, Ernestina Menasalvas Ruiz
Erratum to: Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases. PACBB (2015)
Alejandro Rodríguez González, Marcos Martínez Romero, Roberto Costumero, Mark D. Wilkinson, Ernestina Menasalvas Ruiz
Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases. PACBB (2015)
César Antonio Ortiz Toro, Consuelo Gonzalo-Martín, Angel García-Pedrero, Ernestina Menasalvas Ruiz
Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation. Remote. Sens. 7 (11) (2015)
Myra Spiliopoulou, Pedro Pereira Rodrigues, Ernestina Menasalvas Ruiz
Medical Mining: KDD 2015 Tutorial. KDD (2015)
Miguel Ángel Abad, João Bártolo Gomes, Ernestina Menasalvas Ruiz
Recurring concept detection for spam filtering. FUSION (2014)
João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
Mining Recurring Concepts in a Dynamic Feature Space. IEEE Trans. Neural Networks Learn. Syst. 25 (1) (2014)
Massimiliano Zanin, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
Information content: beyond modularity in complex networks. CoRR (2014)
Antonio Gracia Berná, Santiago González, Victor Robles, Ernestina Menasalvas Ruiz
A methodology to compare Dimensionality Reduction algorithms in terms of loss of quality. Inf. Sci. 270 (2014)
Massimiliano Zanin, Ernestina Menasalvas Ruiz, Stefano Boccaletti, Pedro A. C. Sousa
Analysis of Complex Data by Means of Complex Networks. DoCEIS (2014)
José María Peña Sánchez, Ernestina Menasalvas Ruiz, Santiago Muelas, Antonio LaTorre, Luis Peña, Sascha Ossowski
Soft computing for content generation: Trading market in a basketball management video game. CIG (2013)
João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
Collaborative Data Stream Mining in Ubiquitous Environments using Dynamic Classifier Selection. Int. J. Inf. Technol. Decis. Mak. 12 (6) (2013)
Aysegul Cayci, Ernestina Menasalvas Ruiz, Yücel Saygin, Santiago Eibe
Self-configuring data mining for ubiquitous computing. Inf. Sci. 246 (2013)
Luis Mengual, Oscar Marbán, Santiago Eibe, Ernestina Menasalvas Ruiz
Multi-agent location system in wireless networks. Expert Syst. Appl. 40 (6) (2013)
João Bártolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
Mobile Activity Recognition Using Ubiquitous Data Stream Mining. DaWaK (2012)
Rommel Torres Tandazo, Luis Mengual, Oscar Marbán, Santiago Eibe, Ernestina Menasalvas Ruiz, Byron Maza
A management Ad Hoc networks model for rescue and emergency scenarios. Expert Syst. Appl. 39 (10) (2012)
Massimiliano Zanin, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa, Stefano Boccaletti
Preprocessing and analyzing genetic data with complex networks: An application to Obstructive Nephropathy. Networks Heterog. Media 7 (3) (2012)
Andrea Zanda, Santiago Eibe, Ernestina Menasalvas Ruiz
SOMAR: A SOcial Mobile Activity Recommender. Expert Syst. Appl. 39 (9) (2012)
João Bártolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
MARS: A Personalised Mobile Activity Recognition System. MDM (2012)
Miguel Ángel Abad, Ernestina Menasalvas Ruiz
Framework for the Establishment of Resource-Aware Data Mining Techniques on Critical Infrastructures. IPMU (2) (2012)
João Bártolo Gomes, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
Tracking recurrent concepts using context. Intell. Data Anal. 16 (5) (2012)
Andrea Zanda, Ernestina Menasalvas Ruiz, Santiago Eibe
Dynamic Clustering Process to Calculate Affinity Degree of Users as Basis of a Social Network Recommender. WISE Workshops (2012)
João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa
Learning recurring concepts from data streams with a context-aware ensemble. SAC (2011)
João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz
Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices. IDA (2011)
Andrea Zanda, Ernestina Menasalvas Ruiz, Santiago Eibe
A social network activity recommender system for ubiquitous devices. ISDA (2011)
João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa
Improving the Learning of Recurring Concepts through High-Level Fuzzy Contexts. RSKT (2010)
Aysegul Cayci, Santiago Eibe, Ernestina Menasalvas Ruiz, Yücel Saygin
Bayesian Networks to Predict Data Mining Algorithm Behavior in Ubiquitous Computing Environments. MSM/MUSE (2010)
Andrea Zanda, Santiago Eibe, Ernestina Menasalvas Ruiz
Autonomous Adaptive Data Mining for u-Healthcare. RSKT (2010)
João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa
Situation-Aware Data Stream Mining Service for Ubiquitous Applications. Mobile Data Management (2010)
Carlos Ruiz, Myra Spiliopoulou, Ernestina Menasalvas Ruiz
Density-based semi-supervised clustering. Data Min. Knowl. Discov. 21 (3) (2010)
João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa
Tracking Recurrent Concepts Using Context. RSCTC (2010)
Andrea Zanda, Santiago Eibe, Ernestina Menasalvas Ruiz
Adapting Batch Learning Algorithms Execution in Ubiquitous Devices. Mobile Data Management (2010)
Maria Valencia, Santiago Eibe, Ernestina Menasalvas Ruiz
Segmentación de consultas de usuario en un dispositivo móvil: Un enfoque basado en frecuencias. Rev. Avances en Sistemas Informática 6 (2) (2009)
Oscar Marbán, Javier Segovia, Ernestina Menasalvas Ruiz, Covadonga Fernández-Baizán
Toward data mining engineering: A software engineering approach. Inf. Syst. 34 (1) (2009)
Carlos Ruiz, Carlos G. Vallejo, Myra Spiliopoulou, Ernestina Menasalvas Ruiz
Automated Constraint Selection for Semi-supervised Clustering Algorithm. CAEPIA (2009)
Maria Valencia, Santiago Eibe, Ernestina Menasalvas Ruiz
Proceso de Categorización de Consultas Basado en Visibilidad en un Dispositivo Móvil. Rev. Colomb. de Computación 10 (2) (2009)
Maria Valencia, Ernestina Menasalvas Ruiz, Santiago Eibe
Approach for Discovering and Tracking Local Web Search Trends. LA-WEB/CLIHC (2009)
Carlos Ruiz, Ernestina Menasalvas Ruiz, Myra Spiliopoulou
C-DenStream: Using Domain Knowledge on a Data Stream. Discovery Science (2009)
Maria Valencia, Codrina Lauth, Ernestina Menasalvas Ruiz
Emerging User Intentions: Matching User Queries with Topic Evolution in News Text Streams. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 17 (Supplement-1) (2009)
Oscar Marbán, Ernestina Menasalvas Ruiz, María C. Fernández-Baizán
A cost model to estimate the effort of data mining projects (DMCoMo). Inf. Syst. 33 (1) (2008)
Anita Wasilewska, Ernestina Menasalvas Ruiz, Christelle Scharff
A Model PM for Preprocessing and Data Mining Proper Process. Trans. Rough Sets 6 (2007)
Oscar Marbán, Gonzalo Mariscal, Ernestina Menasalvas Ruiz, Javier Segovia
An Engineering Approach to Data Mining Projects. IDEAL (2007)
Santiago Eibe, Maria Valencia, Ernestina Menasalvas Ruiz, Javier Segovia, Pedro A. C. Sousa
Towards User Context Enhance Search Engine Logs Mining. AWIC (2007)
Carlos Ruiz, Ernestina Menasalvas Ruiz, Myra Spiliopoulou
Constraint-Based Query Clustering. AWIC (2007)
Carlos Ruiz, Myra Spiliopoulou, Ernestina Menasalvas Ruiz
C-DBSCAN: Density-Based Clustering with Constraints. RSFDGrC (2007)
Marta E. Zorrilla, Socorro Millán, Ernestina Menasalvas Ruiz
Data Web house to support Web intelligence in e-learning environments. GrC (2005)
Óscar Cubo, Víctor Robles, Javier Segovia, Ernestina Menasalvas Ruiz
Using Genetic Algorithms to Improve Accuracy of Economical Indexes Prediction. IDA (2005)
Marta E. Zorrilla, Ernestina Menasalvas Ruiz, D. Marín, Eduardo Mora, Javier Segovia
Web Usage Mining Project for Improving Web-Based Learning Sites. EUROCAST (2005)
Anita Wasilewska, Ernestina Menasalvas Ruiz
A Classification Model: Syntax and Semantics for Classification. RSFDGrC (2) (2005)
Santiago Eibe, Raquel Del Saz, Covadonga Fernández, Oscar Marbán, Ernestina Menasalvas Ruiz, Concepción Pérez
Financial Risk Prediction Using Rough Sets Tools: A Case Study. RSFDGrC (2) (2005)
Pilar Herrero, María S. Pérez, Ernestina Menasalvas Ruiz, Javier Segovia
A Report of Activities at the WIC-Spain Research Centre. Web Intelligence (2004)
Víctor Robles, Pedro Larrañaga, José M. Peña, Ernestina Menasalvas Ruiz, María S. Pérez, Vanessa Herves, Anita Wasilewska
Bayesian network multi-classifiers for protein secondary structure prediction. Artif. Intell. Medicine 31 (2) (2004)
Ernestina Menasalvas Ruiz, Socorro Millán, José M. Peña, Michael Hadjimichael, Oscar Marbán
Subsessions: A granular approach to click path analysis. Int. J. Intell. Syst. 19 (7) (2004)
Ernestina Menasalvas Ruiz, Socorro Millán, P. Gonzalez
Using Markov Models to Define Proactive Action Plans for Users at Multi-viewpoint Websites. Rough Sets and Current Trends in Computing (2004)
Ernestina Menasalvas Ruiz, Socorro Millán, María S. Pérez, Esther Hochsztain, Andrómaca Tasistro
An Approach to Estimate the Value of User Sessions Using Multiple Viewpoints and Goals. EWMF (2003)
Víctor Robles, Pedro Larrañaga, Ernestina Menasalvas Ruiz, María S. Pérez, Vanessa Herves
Improvement of Naïve Bayes Collaborative Filtering Using Interval Estimation. Web Intelligence (2003)
Esther Hochsztain, Socorro Millán, B. Pardo, José M. Peña, Ernestina Menasalvas Ruiz
A Framework to Integrate Business Goals in Web Usage Mining. AWIC (2003)
Sonia Frutos, Ernestina Menasalvas Ruiz, César Montes, Javier Segovia
Calculating economic indexes per household and censal section from official Spanish databases. Intell. Data Anal. 7 (6) (2003)
Víctor Robles, Pedro Larrañaga, José M. Peña, Ernestina Menasalvas Ruiz, María S. Pérez
Interval Estimation Naïve Bayes. IDA (2003)
Víctor Robles, Pedro Larrañaga, José M. Peña, María S. Pérez, Ernestina Menasalvas Ruiz, Vanessa Herves
Learning Semi Naïve Bayes Structures by Estimation of Distribution Algorithms. EPIA (2003)
Santiago Eibe, Carmen Costilla, Ernestina Menasalvas Ruiz, César J. Acuña
DAWIS: Una arquitectura de integración Web para el acceso a archivos digitales. JISBD (2003)
Katia Leal Algara, José Herrera, José M. Peña, Ernestina Menasalvas Ruiz
MOIRAE - An Innovative Component Architecture with Distributed Control Features. International Conference on Computational Science (2003)
Ernestina Menasalvas Ruiz, B. Pardo, Socorro Millán, Esther Hochsztain, José M. Peña
Expected Value of User Sessions: Limitations to the Non-Semantic Approach. Web Intelligence (2003)
Luis Mengual, Nicolás Barcia, Ernesto Jiménez, Ernestina Menasalvas Ruiz, Julio Setién, Javier Yágüez
Automatic implementation system of security protocols based on formal description techniques. ISCC (2002)
Esther Hochsztain, Socorro Millán, Ernestina Menasalvas Ruiz
Algoritmo de evaluación de los logros de un sitio web mediante el cómputo del valor de las sesiones de usuarios. JISBD (2002)
José M. Peña, F. Javier Crespo, Ernestina Menasalvas Ruiz, Víctor Robles
Parallel Data Mining Experimentation Using Flexible Configurations. Rough Sets and Current Trends in Computing (2002)
Esther Hochsztain, Socorro Millán, Ernestina Menasalvas Ruiz
A Granular Approach for Analyzing the Degree of Affability of a Web Site. Rough Sets and Current Trends in Computing (2002)
Juan Francisco Martínez Sarrías, Anita Wasilewska, Michael Hadjimichael, Covadonga Fernández, Ernestina Menasalvas Ruiz
Extension of Relational Management Systems with Data Mining Capabilities. Rough Sets and Current Trends in Computing (2002)
María C. Fernández-Baizán, Ernestina Menasalvas Ruiz, José María Peña Sánchez, Juan Francisco Martínez Sarrías, Socorro Millán
Using the Apriori Algorithm to Improve Rough Sets Results. Rough Sets and Current Trends in Computing (2000)
Socorro Millán, María C. Fernández-Baizán, Ernestina Menasalvas Ruiz, Rafael Portaencasa
Multivalued Dependencies as Inference Rules on a Deductive Process under a Relational Data Model Set-theory Approach. Comput. Artif. Intell. 19 (2) (2000)
María C. Fernández-Baizán, Ernestina Menasalvas Ruiz, José María Peña Sánchez, Socorro Millán, Eloina Mesa
Rough Dependencies as a Particular Case of Correlation: Application to the Calculation of Approximative Reducts. PKDD (1999)
María C. Fernández-Baizán, Ernestina Menasalvas Ruiz, Anita Wasilewska
A Model of RSDM Implementation. Rough Sets and Current Trends in Computing (1998)
María C. Fernández-Baizán, Ernestina Menasalvas Ruiz, José María Peña Sánchez, Borja Pardo Pastrana
Integrating KDD Algorithms and RDBMS Code. Rough Sets and Current Trends in Computing (1998)
María C. Fernández-Baizán, Ernestina Menasalvas Ruiz, C. Pérez-Llera
Definición de Dependencia Funcional (Aproximación Bases de Datos Relacionales) en términos de Dependencia de Conocimiento (Aproximación 'Rogh Sets'). JIDBD (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ernestina Menasalvas Ruiz