All Stories

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

    Article • Semantic Web, May 2023, IOS Press

    Ernestina Menasalvas, Maria-Esther Vidal, Fotis Aisopos

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

    Article • Current Bioinformatics, November 2018, Bentham Science Publishers

    Ernestina Menasalvas

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

    Article • Sensors, May 2018, MDPI AG

    Ernestina Menasalvas

  4. 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

  5. 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

  6. Convolutional neural networks for estimating spatially distributed evapotranspiration

    Article • October 2017, SPIE

    Ernestina Menasalvas

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

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

    Ernestina Menasalvas

  8. 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

  9. 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

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

    Article • January 2017, Springer Science + Business Media

    Ernestina Menasalvas

  11. Geography of legal water disputes in Chile

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

    Ernestina Menasalvas

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

    Article • Physics Reports, May 2016, Elsevier

    Ernestina Menasalvas

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

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

    Ernestina Menasalvas

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

    Article • Journal of Hydrology, April 2016, Elsevier

    Ernestina Menasalvas

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

    Article • January 2016, Springer Science + Business Media

    Ernestina Menasalvas

  16. Clinical Narrative Analytics Challenges

    Article • January 2016, Springer Science + Business Media

    Ernestina Menasalvas

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

    Article • October 2015, Polish Information Processing Society PTI

    Ernestina Menasalvas

  18. Medical Mining

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

    Ernestina Menasalvas, Pedro Pereira Rodrigues

  19. 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

  20. 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

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

    Article • January 2015, Springer Science + Business Media

    Ernestina Menasalvas

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

    Article • January 2015, Springer Science + Business Media

    Ernestina Menasalvas

  23. 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

  24. 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

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

    Article • Information Sciences, June 2014, Elsevier

    Ernestina Menasalvas

  26. Parenclitic networks: uncovering new functions in biological data

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

    Dr David Papo, Ernestina Menasalvas

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

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

    Ernestina Menasalvas

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

    Article • January 2014, Springer Science + Business Media

    Mr Federico López Gómez, Ernestina Menasalvas

  29. 3D Dendrite Spine Detection - A Supervoxel Based Approach

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  30. Histogram of Bunched Intensity Values Based Thermal Face Recognition

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  31. 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

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

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  33. Rough Sets and Current Trends in Soft Computing

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  34. TIDA: A Spanish EHR Semantic Search Engine

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  35. Text Analysis and Information Extraction from Spanish Written Documents

    Article • January 2014, Springer Science + Business Media

    Ernestina Menasalvas

  36. 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

  37. Self-configuring data mining for ubiquitous computing

    Article • Information Sciences, October 2013, Elsevier

    Ernestina Menasalvas

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

    Article • PLoS ONE, August 2013, PLOS

    Ernestina Menasalvas

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

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

    Ernestina Menasalvas

  40. Multi-agent location system in wireless networks

    Article • Expert Systems with Applications, May 2013, Elsevier

    Ernestina Menasalvas

  41. 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

  42. 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

  43. Tracking recurrent concepts using context

    Article • Intelligent Data Analysis, October 2012, IOS Press

    Ernestina Menasalvas

  44. 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

  45. Optimizing Functional Network Representation of Multivariate Time Series

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

    Dr David Papo, Ernestina Menasalvas

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

    Article • Expert Systems with Applications, August 2012, Elsevier

    Ernestina Menasalvas

  47. MARS: A Personalised Mobile Activity Recognition System

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

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  48. SOMAR: A SOcial Mobile Activity Recommender

    Article • Expert Systems with Applications, July 2012, Elsevier

    Ernestina Menasalvas

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

    Article • January 2012, Springer Science + Business Media

    Ernestina Menasalvas

  50. Granular Model for Data Mining

    Article • January 2012, Springer Science + Business Media

    Ernestina Menasalvas

  51. Mobile Activity Recognition Using Ubiquitous Data Stream Mining

    Article • January 2012, Springer Science + Business Media

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  52. 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

  53. A social network activity recommender system for ubiquitous devices

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

    Ernestina Menasalvas

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

    Article • January 2011, Springer Science + Business Media

    Ernestina Menasalvas

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

    Article • January 2011, Springer Science + Business Media

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

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

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

    Ernestina Menasalvas

  57. A Human-Centric Perspective on Ubiquitous Knowledge Discovery

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  58. Adapting Batch Learning Algorithms Execution in Ubiquitous Devices

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

    Ernestina Menasalvas

  59. Automated Constraint Selection for Semi-supervised Clustering Algorithm

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  60. Autonomous Adaptive Data Mining for u-Healthcare

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  61. CALDS

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

    Ernestina Menasalvas

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

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

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

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

    Ernestina Menasalvas

  64. Tracking Recurrent Concepts Using Context

    Article • January 2010, Springer Science + Business Media

    Ernestina Menasalvas

  65. Density-based semi-supervised clustering

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

    Ernestina Menasalvas

  66. Approach for Discovering and Tracking Local Web Search Trends

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

    Ernestina Menasalvas

  67. Situation-Aware Data Mining Service for Ubiquitous Environments

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

    Ernestina Menasalvas

  68. 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

  69. Toward data mining engineering: A software engineering approach

    Article • Information Systems, March 2009, Elsevier

    Ernestina Menasalvas

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

    Article • January 2009, Springer Science + Business Media

    Ernestina Menasalvas

  71. Database Support for Automatic Web Queries Categorization

    Article • January 2009, Springer Science + Business Media

    Ernestina Menasalvas

  72. Granular Model for Data Mining

    Article • January 2009, Springer Science + Business Media

    Ernestina Menasalvas

  73. Methods and Supporting Technologies for Data Analysis

    Article • January 2009, Springer Science + Business Media

    Ernestina Menasalvas

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

    Article • Information Systems, March 2008, Elsevier

    Ernestina Menasalvas

  75. Data Preprocessing and Data Mining as Generalization

    Article • January 2008, Springer Science + Business Media

    Ernestina Menasalvas

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

    Article • January 2008, Springer Science + Business Media

    Ernestina Menasalvas

  77. A Classification Model: Syntax and Semantics for Classification

    Article • January 2005, Springer Science + Business Media

    Ernestina Menasalvas

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

    Article • January 2005, Springer Science + Business Media

    Ernestina Menasalvas

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

    Article • January 2005, Springer Science + Business Media

    Ernestina Menasalvas

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

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

    Ernestina Menasalvas

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

    Article • Artificial Intelligence in Medicine, June 2004, Elsevier

    Ernestina Menasalvas

  82. Data mining in genomics and proteomics

    Article • Artificial Intelligence in Medicine, June 2004, Elsevier

    Ernestina Menasalvas

  83. Subsessions: A granular approach to click path analysis

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

    Ernestina Menasalvas

  84. Advances in Web Intelligence

    Article • January 2004, Springer Science + Business Media

    Ernestina Menasalvas

  85. Advances in Web Intelligence

    Article • January 2003, Springer Science + Business Media

    Ernestina Menasalvas

  86. Research Challenge of Locally Computed Ubiquitous Data Mining

    Article • IGI Global

    Ernestina Menasalvas

  87. Constraint-Based Query Clustering

    Article • Springer Science + Business Media

    Ernestina Menasalvas

  88. Towards User Context Enhance Search Engine Logs Mining

    Article • Springer Science + Business Media

    Ernestina Menasalvas

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

  91. Improvement of naive Bayes collaborative filtering using interval estimation

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas

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

    Article • Springer Science + Business Media

    Ernestina Menasalvas

  94. Research Challenge of Locally Computed Ubiquitous Data Mining

    Article • IGI Global

    Ernestina Menasalvas