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Xiomara Patricia Blanco-Valencia

Email: xiopepa@gmail.com | website: http://www.xiomarablanco.es/home

She is originary from Bogotá, Colombia, she studied her System Engineering degree at the University of Santander, in Bucaramanga, and then moved to Salamanca, Spain, where she studied her master's degree and Ph.D. in Artificial Intelligence at the University of Salamanca.

Research Interests

Case-based reasoning, machine learning, dimensionality reduction, pattern recognition, medical diagnosis, expert systems.

Publications

  1. Case-Based Reasoning Systems for Medical Applications with Improved Adaptation and Recovery Stages
    International Conference on Bioinformatics and Biomedical Engineering
    X Blanco Valencia, D Bastidas Torres, C Piñeros Rodriguez, Diego Hernán Peluffo-Ordóñez, Miguel A Becerra, Andrés Eduardo Castro-Ospina
    See abstract | see full paper
  2. Case based reasoning applied to medical diagnosis using multi-class classifier: A preliminary study
    Enfoque UTE
    D Viveros-Melo, M Ortega-Adarme, X Blanco Valencia, AE Castro-Ospina, S Murillo Rendón, DH Peluffo-Ordóñez
    See abstract | see full paper
  3. Kernel-based framework for spectral dimensionality reduction and clustering formulation: A theoretical study
    ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal
    Xiomara Patricia Blanco Valencia, MA Becerra, AE Castro Ospina, M Ortega Adarme, D Viveros Melo, DH PELUFFO ORDÓÑEZ
    See abstract | see full paper
  4. Razonamiento basado en casos aplicado al diagnóstico médico utilizando clasificadores multi-clase: Un estudio preliminar
    Enfoque UTE
    D Viveros-Melo, M Ortega-Adarme, X Blanco Valencia, AE Castro-Ospina, S Murillo Rendón, DH Peluffo-Ordóñez
    See abstract | see full paper
  5. On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint
    Distributed Computing and Artificial Intelligence, 13th International Conference
    Diego Hernán Peluffo-Ordóñez, Miguel A Becerra, Andrés Eduardo Castro-Ospina, X Blanco-Valencia, Juan C Alvarado-Pérez, Roberto Therón, A Anaya-Isaza
    See abstract | see full paper
  6. A multi-class extension for case-based reasoning applied to medical problems: A first approach
    International Conference on Information Systems and Computer Science 2016 (INCISCOS).
    D Viveros-Melo, M Ortega-Adarme, X Blanco Valencia, AE Castro-Ospina, S Murillo Rendón, DH Peluffo-Ordóñez
    See abstract | see full paper
  7. Case-based reasoning applied to medical diagnosis and treatment
    Distributed Computing and Artificial Intelligence
    Xiomara Blanco, Sara Rodríguez, Juan M Corchado, Carolina Zato
    See abstract | see full paper
  8. La Fundación Cardiovascular de Colombia a la vanguardia de la tecnología The Colombian Cardiovascular Foundation at the forefront of technology
    Revista Colombiana de Cardiologia
    Xiomara P Blanco, Wilson Gamboa
    See abstract | see full paper
  9. The Colombian Cardiovascular Foundation at the forefront of technology
    Revista Colombiana de Cardiología
    Xiomara P Blanco, Wilson Gamboa
    See abstract | see full paper