All Stories

  1. INTELLIGENT SQL ASSESSMENT: AUTOMATED CORRECTION AND CONSISTENT ERROR PENALIZATION THROUGH GENERATIVE ARTIFICIAL INTELLIGENCE

    Article • March 2026, IATED Academy, S.L.

    Ernestina Menasalvas

  2. Using ChatGPT to Structure Phenotypical Entities from Disease Texts

    Article • August 2025, IOS Press

    Ernestina Menasalvas

  3. Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  4. Evaluating Competency Development and Academic Outcomes: Insights from Six Semesters of Data-Driven Analysis

    Article • Education Sciences, April 2025, MDPI AG

    Ernestina Menasalvas

  5. Assessing the Impact of New Technologies on Managing Chronic Respiratory Diseases

    Article • Journal of Clinical Medicine, November 2024, MDPI AG

    Ernestina Menasalvas

  6. NSSC: a neuro-symbolic AI system for enhancing accuracy of named entity recognition and linking from oncologic clinical notes

    Article • Medical & Biological Engineering & Computing, November 2024, Springer Science + Business Media

    Ernestina Menasalvas

  7. From Web to RheumaLpack: Creating a Linguistic Corpus for Exploitation and Knowledge Discovery in Rheumatology

    Article • Computers in Biology and Medicine, September 2024, Elsevier

    Ernestina Menasalvas

  8. From Web to RheumaLpack: Creating a Linguistic Corpus for Exploitation and Knowledge Discovery in Rheumatology

    Article • April 2024, Cold Spring Harbor Laboratory Press

    Ernestina Menasalvas

  9. Understanding the role and adoption of artificial intelligence techniques in rheumatology research: An in-depth review of the literature

    Article • Seminars in Arthritis and Rheumatism, August 2023, Elsevier

    Ernestina Menasalvas

  10. A Methodology to Automatically Segment 3D Ultrasonic Data Using X-ray Computed Tomography and a Convolutional Neural Network

    Article • Applied Sciences, May 2023, MDPI AG

    Ernestina Menasalvas

  11. Health Data Ecosystems for the understanding of diseases and treatments

    Article • Semantic Web – Interoperability Usability Applicability, May 2023, IOS Press

    Ernestina Menasalvas, Maria-Esther Vidal, Fotis Aisopos

  12. THE GREAT QUIZ OF DATABASES

    Article • March 2023, IATED Academy, S.L.

    Ernestina Menasalvas

  13. Comparing Automated Machine Learning Against an Off-the-Shelf Pattern-Based Classifier in a Class Imbalance Problem: Predicting University Dropout

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  14. Understanding the role and adoption of artificial intelligence techniques in rheumatology research: an in-depth review of the literature

    Article • November 2022, Cold Spring Harbor Laboratory Press

    Ernestina Menasalvas

  15. An Artificial Intelligence-Based Tool for Data Analysis and Prognosis in Cancer Patients: Results from the Clarify Study

    Article • Cancers, August 2022, MDPI AG

    Ernestina Menasalvas

  16. REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data

    Article • July 2022, Cold Spring Harbor Laboratory Press

    Ernestina Menasalvas

  17. Drug repositioning with gender perspective focused on Adverse Drug Reactions

    Article • July 2022, Cold Spring Harbor Laboratory Press

    Ernestina Menasalvas

  18. Clustering Moving Object Trajectories: Integration in CROSS-CPP Analytic Toolbox

    Article • Applied Sciences, April 2021, MDPI AG

    Ernestina Menasalvas

  19. Influenza and Measles-MMR: two case study of the trend and impact of vaccine-related Twitter posts in Spanish during 2015-2018

    Article • Human Vaccines & Immunotherapeutics, March 2021, Taylor & Francis

    Ernestina Menasalvas

  20. Integrating Speculation Detection and Deep Learning to Extract Lung Cancer Diagnosis from Clinical Notes

    Article • Applied Sciences, January 2021, MDPI AG

    Ernestina Menasalvas

  21. Identifying Polarity in Tweets from an Imbalanced Dataset about Diseases and Vaccines Using a Meta-Model Based on Machine Learning Techniques

    Article • Applied Sciences, December 2020, MDPI AG

    Ernestina Menasalvas

  22. Reconstructing the patient’s natural history from electronic health records

    Article • Artificial Intelligence in Medicine, May 2020, Elsevier

    Ernestina Menasalvas

  23. Analysis of new nosological models from disease similarities using clustering

    Article • April 2020, Cold Spring Harbor Laboratory Press

    Ernestina Menasalvas

  24. ¿Puede Data Science ayudarnos a mejorar el pronóstico y tratamiento del Paciente oncológico?

    Article • Comunicación y Hombre, March 2020, Editorial UFV

    Ernestina Menasalvas

  25. Spa-neg: An Approach for Negation Detection in Clinical Text Written in Spanish

    Article • January 2020, Springer Science + Business Media

    Ernestina Menasalvas

  26. Completing missing MeSH code mappings in UMLS through alternative expert-curated sources

    Article • April 2019, Cold Spring Harbor Laboratory Press

    Ernestina Menasalvas

  27. Analysis of Electronic Health Records to Identify the Patient’s Treatment Lines: Challenges and Opportunities

    Article • January 2019, Springer Science + Business Media

    Ernestina Menasalvas

  28. Extracting Diagnostic Knowledge from MedLine Plus: A Comparison between MetaMap and cTAKES Approaches

    Article • Current Bioinformatics, November 2018, Bentham Science Publishers

    Ernestina Menasalvas

  29. Assessing Time Series Reversibility through Permutation Patterns

    Article • Entropy, September 2018, MDPI AG

    Ernestina Menasalvas

  30. Supervoxels-Based Histon as a New Alzheimer’s Disease Imaging Biomarker

    Article • Sensors, May 2018, MDPI AG

    Ernestina Menasalvas

  31. PET-CT image fusion using random forest and à-trous wavelet transform

    Article • International Journal for Numerical Methods in Biomedical Engineering, December 2017, Wiley

    Mita Nasipuri, Ernestina Menasalvas

  32. Daily Evapotranspiration Mapping Using Regression Random Forest Models

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  33. Convolutional neural networks for estimating spatially distributed evapotranspiration

    Article • October 2017, SPIE

    Ernestina Menasalvas

  34. OncoCall: Analyzing the Outcomes of the Oncology Telephone Patient Assistance

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  35. Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition

    Article • International Journal of Pattern Recognition and Artificial Intelligence, April 2017, World Scientific Pub Co Pte Lt

    Ernestina Menasalvas

  36. Automatic Recording and Analysis of Somniloquy Through the Use of Mobile Devices to Support the Diagnosis of Psychological Pathologies

    Article • January 2017, Springer Science + Business Media

    Ernestina Menasalvas

  37. Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers

    Article • January 2017, Springer Science + Business Media

    Ernestina Menasalvas

  38. Acronym Disambiguation in Spanish Electronic Health Narratives Using Machine Learning Techniques

    Article • January 2017, IOS Press

    Ernestina Menasalvas

  39. Geography of legal water disputes in Chile

    Article • Journal of Maps, December 2016, Taylor & Francis

    Ernestina Menasalvas

  40. Combining complex networks and data mining: Why and how

    Article • Physics Reports, May 2016, Elsevier

    Ernestina Menasalvas

  41. Automatic extraction and identification of users’ responses in Facebook medical quizzes

    Article • Computer Methods and Programs in Biomedicine, April 2016, Elsevier

    Ernestina Menasalvas

  42. Legal disputes as a proxy for regional conflicts over water rights in Chile

    Article • Journal of Hydrology, April 2016, Elsevier

    Ernestina Menasalvas

  43. Challenges of Medical Text and Image Processing: Machine Learning Approaches

    Article • January 2016, Springer Science + Business Media

    Ernestina Menasalvas

  44. Clinical Narrative Analytics Challenges

    Article • January 2016, Springer Science + Business Media

    Ernestina Menasalvas

  45. Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation

    Article • Remote Sensing, November 2015, MDPI AG

    Ernestina Menasalvas

  46. Recurrent drifts: applying fuzzy logic to concept similarity function

    Article • October 2015, Polish Information Processing Society PTI

    Ernestina Menasalvas

  47. Medical Mining

    Article • August 2015, ACM (Association for Computing Machinery)

    Ernestina Menasalvas, Pedro Pereira Rodrigues

  48. Local optimal scale in a hierarchical segmentation method for satellite images

    Article • Journal of Intelligent Information Systems, June 2015, Springer Science + Business Media

    Ernestina Menasalvas

  49. A multicenter study of the early detection of synaptic dysfunction in Mild Cognitive Impairment using Magnetoencephalography-derived functional connectivity

    Article • NeuroImage Clinical, January 2015, Elsevier

    Ernestina Menasalvas

  50. Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases

    Article • January 2015, Springer Science + Business Media

    Ernestina Menasalvas

  51. Erratum to: Diagnostic Knowledge Extraction from MedlinePlus: An Application for Infectious Diseases

    Article • January 2015, Springer Science + Business Media

    Ernestina Menasalvas

  52. New insights into the suitability of the third dimension for visualizing multivariate/multidimensional data: A study based on loss of quality quantification

    Article • Information Visualization, November 2014, SAGE Publications

    Ernestina Menasalvas

  53. Intelligent Therapy Assistant (ITA) for cognitive rehabilitation in patients with acquired brain injury

    Article • BMC Medical Informatics and Decision Making, July 2014, Springer Science + Business Media

    Ernestina Menasalvas

  54. A methodology to compare Dimensionality Reduction algorithms in terms of loss of quality

    Article • Information Sciences, June 2014, Elsevier

    Ernestina Menasalvas

  55. Parenclitic networks: uncovering new functions in biological data

    Article • Scientific Reports, May 2014, Springer Science + Business Media

    Dr David Papo, Ernestina Menasalvas

  56. Information content: Assessing meso-scale structures in complex networks

    Article • EPL (Europhysics Letters), May 2014, Institute of Physics Publishing

    Ernestina Menasalvas

  57. An Approach to Detect Negation on Medical Documents in Spanish

    Article • January 2014, Springer Science + Business Media

    Mr Federico López Gómez, Ernestina Menasalvas

  58. 3D Dendrite Spine Detection - A Supervoxel Based Approach

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  59. Histogram of Bunched Intensity Values Based Thermal Face Recognition

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  60. Mining Recurring Concepts in a Dynamic Feature Space

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  61. Optimal Scale in a Hierarchical Segmentation Method for Satellite Images

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  62. Rough Sets and Current Trends in Soft Computing

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  63. TIDA: A Spanish EHR Semantic Search Engine

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  64. Text Analysis and Information Extraction from Spanish Written Documents

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  65. COLLABORATIVE DATA STREAM MINING IN UBIQUITOUS ENVIRONMENTS USING DYNAMIC CLASSIFIER SELECTION

    Article • International Journal of Information Technology & Decision Making, November 2013, World Scientific Pub Co Pte Lt

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  66. Self-configuring data mining for ubiquitous computing

    Article • Information Sciences, October 2013, Elsevier

    Ernestina Menasalvas

  67. Feature Selection in the Reconstruction of Complex Network Representations of Spectral Data

    Article • PLOS One, August 2013, PLOS

    Ernestina Menasalvas

  68. Soft computing for content generation: Trading market in a basketball management video game

    Article • August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  69. Multi-agent location system in wireless networks

    Article • Expert Systems with Applications, May 2013, Elsevier

    Ernestina Menasalvas

  70. Knowledge Discovery in Spectral Data by Means of Complex Networks

    Article • Metabolites, March 2013, MDPI AG

    Dr David Papo, Ernestina Menasalvas

  71. Dynamic Clustering Process to Calculate Affinity Degree of Users as Basis of a Social Network Recommender

    Article • January 2013, Springer Science + Business Media

    Ernestina Menasalvas

  72. Prediction of MOR and MOE of structural plywood board using an artificial neural network and comparison with a multivariate regression model

    Article • Composites Part B Engineering, December 2012, Elsevier

    Ernestina Menasalvas

  73. Tracking recurrent concepts using context

    Article • Intelligent Data Analysis, October 2012, IOS Press

    Ernestina Menasalvas

  74. Preprocessing and analyzing genetic data with complex networks: An application to Obstructive Nephropathy

    Article • Networks & Heterogeneous Media, October 2012, American Institute of Mathematical Sciences (AIMS)

    Ernestina Menasalvas

  75. Optimizing Functional Network Representation of Multivariate Time Series

    Article • Scientific Reports, September 2012, Springer Science + Business Media

    Dr David Papo, Ernestina Menasalvas

  76. A management Ad Hoc networks model for rescue and emergency scenarios

    Article • Expert Systems with Applications, August 2012, Elsevier

    Ernestina Menasalvas

  77. MARS: A Personalised Mobile Activity Recognition System

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  78. SOMAR: A SOcial Mobile Activity Recommender

    Article • Expert Systems with Applications, July 2012, Elsevier

    Ernestina Menasalvas

  79. Framework for the Establishment of Resource-Aware Data Mining Techniques on Critical Infrastructures

    Article • January 2012, Springer Science + Business Media

    Ernestina Menasalvas

  80. Granular Model for Data Mining

    Article • January 2012, Springer Science + Business Media

    Ernestina Menasalvas

  81. Mobile Activity Recognition Using Ubiquitous Data Stream Mining

    Article • January 2012, Springer Science + Business Media

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  82. Preface to the Handling Concept Drift and Reoccurring Contexts in Adaptive Information Systems Workshop

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  83. A social network activity recommender system for ubiquitous devices

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  84. Bayesian Networks to Predict Data Mining Algorithm Behavior in Ubiquitous Computing Environments

    Article • January 2011, Springer Science + Business Media

    Ernestina Menasalvas

  85. Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices

    Article • January 2011, Springer Science + Business Media

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  86. Learning recurring concepts from data streams with a context-aware ensemble

    Article • January 2011, ACM (Association for Computing Machinery)

    Ernestina Menasalvas

  87. A Human-Centric Perspective on Ubiquitous Knowledge Discovery

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  88. Adapting Batch Learning Algorithms Execution in Ubiquitous Devices

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  89. Automated Constraint Selection for Semi-supervised Clustering Algorithm

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  90. Autonomous Adaptive Data Mining for u-Healthcare

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  91. CALDS

    Article • January 2010, ACM (Association for Computing Machinery)

    Ernestina Menasalvas

  92. Improving the Learning of Recurring Concepts through High-Level Fuzzy Contexts

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  93. Situation-Aware Data Stream Mining Service for Ubiquitous Applications

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  94. Tracking Recurrent Concepts Using Context

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  95. Density-based semi-supervised clustering

    Article • Data Mining and Knowledge Discovery, November 2009, Springer Science + Business Media

    Ernestina Menasalvas

  96. Approach for Discovering and Tracking Local Web Search Trends

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  97. Situation-Aware Data Mining Service for Ubiquitous Environments

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  98. EMERGING USER INTENTIONS: MATCHING USER QUERIES WITH TOPIC EVOLUTION IN NEWS TEXT STREAMS

    Article • International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, August 2009, World Scientific Pub Co Pte Lt

    Ernestina Menasalvas

  99. Toward data mining engineering: A software engineering approach

    Article • Information Systems, March 2009, Elsevier

    Ernestina Menasalvas

  100. C-DenStream: Using Domain Knowledge on a Data Stream

    Article • January 2009, Springer Science + Business Media

    Ernestina Menasalvas

  101. Database Support for Automatic Web Queries Categorization

    Article • January 2009, Springer Science + Business Media

    Ernestina Menasalvas

  102. Granular Model for Data Mining

    Article • January 2009, Springer Science + Business Media

    Ernestina Menasalvas

  103. Methods and Supporting Technologies for Data Analysis

    Article • January 2009, Springer Science + Business Media

    Ernestina Menasalvas

  104. A cost model to estimate the effort of data mining projects (DMCoMo)

    Article • Information Systems, March 2008, Elsevier

    Ernestina Menasalvas

  105. Data Preprocessing and Data Mining as Generalization

    Article • January 2008, Springer Science + Business Media

    Ernestina Menasalvas

  106. Towards a Methodology for Data Mining Project Development: The Importance of Abstraction

    Article • January 2008, Springer Science + Business Media

    Ernestina Menasalvas

  107. A Classification Model: Syntax and Semantics for Classification

    Article • January 2005, Springer Science + Business Media

    Ernestina Menasalvas

  108. Financial Risk Prediction Using Rough Sets Tools: A Case Study

    Article • January 2005, Springer Science + Business Media

    Ernestina Menasalvas

  109. Web Usage Mining Project for Improving Web-Based Learning Sites

    Article • January 2005, Springer Science + Business Media

    Ernestina Menasalvas

  110. Data Web house to support Web intelligence in e-learning environments

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  111. Bayesian network multi-classifiers for protein secondary structure prediction

    Article • Artificial Intelligence in Medicine, June 2004, Elsevier

    Ernestina Menasalvas

  112. Data mining in genomics and proteomics

    Article • Artificial Intelligence in Medicine, June 2004, Elsevier

    Ernestina Menasalvas

  113. Subsessions: A granular approach to click path analysis

    Article • International Journal of Intelligent Systems, May 2004, Wiley

    Ernestina Menasalvas

  114. Advances in Web Intelligence

    Article • January 2004, Springer Science + Business Media

    Ernestina Menasalvas

  115. Advances in Web Intelligence

    Article • January 2003, Springer Science + Business Media

    Ernestina Menasalvas

  116. Research Challenge of Locally Computed Ubiquitous Data Mining

    Article • IGI Global

    Ernestina Menasalvas

  117. Constraint-Based Query Clustering

    Article • Springer Science + Business Media

    Ernestina Menasalvas

  118. Towards User Context Enhance Search Engine Logs Mining

    Article • Springer Science + Business Media

    Ernestina Menasalvas

  119. A Report of Activities at the WIC-Spain Research Centre

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  120. Expected value of user sessions: limitations to the non-semantic approach

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  121. Improvement of naive Bayes collaborative filtering using interval estimation

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  122. Automatic implementation system of security protocols based on formal description techniques

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  123. A Model PM for Preprocessing and Data Mining Proper Process

    Article • Springer Science + Business Media

    Ernestina Menasalvas

  124. Research Challenge of Locally Computed Ubiquitous Data Mining

    Article • IGI Global

    Ernestina Menasalvas