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Andrés Javier Anaya-Isaza

Email: andres.anaya@usco.edu.co | website: http://andresanayaisaza.com/

He was born in Neiva Huila - Colombia in 1985. He holds a degree in Computer Engineering, a master's degree in Meta-Algorithmy and a master's degree in Computer Science. He is currently a PhD student in Computer Science at the Universidad Tecnológica de Pereira - Colombia. He is currently the scientific director of the INDIRA project "Artificial Intelligence in Early Detection of Lung Cancers" at IMEXHS and QSinap Technologies in Bogota D.C.

Research Interests

Algorithm, Meta-Algorithms, software development, Internet of Things, Data Structures, Machine Learning, Deep Learning, Deep Reinforcement Learning, Linear Programming and Optimization.

Publications

  1. Propuesta de análisis visual de datos en Big Data usando reducción de dimensión interactiva Proposal for visual analysis of Big Data using interactive dimensionality reduction
    Tecnologías Aplicadas a la Ingeniería
    AC Umaquinga-Criollo, DH Peluffo-Ordónez, PD Rosero-Montalvo, MV Cabrera-Álvarez, JC Alvarado-Perez, AJ Anaya-Isaza
    See abstract | see full paper
  2. Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study
    Ecuador Technical Chapters Meeting (ETCM), 2017 IEEE
    Paul Rosero-Montalvo, Diego H Peluffo-Ordóñez, Ana Umaquinga, Andrés Anaya, Jorge Serrano, Edwin Rosero, Carlos Vásquez, Luis Suaréz
    See abstract | see full paper
  3. Interactive data visualization using dimensionality reduction and similarity-based representations
    IberoAmerican Congress on Pattern Recognition
    P Rosero-Montalvo, P Diaz, Jose Alejandro Salazar-Castro, DF Pena-Unigarro, AJ Anaya-Isaza, Juan C Alvarado-Pérez, Roberto Therón, Diego Hernán Peluffo-Ordóñez
    See abstract | see full paper
  4. Propuesta de análisis visual de datos en Big Data usando reducción de dimensión interactiva Visual Big Data analysis proposal using interactive dimensionality reduction
    Tecnologías aplicadas a la Ingeniería FICA-UTN 2016
    AC Umaquinga-Criollo, DH Peluffo-Ordóñez, MV Cabrera-Álvarez, JC Alvarado-Pérez, AJ Anaya-Isaza
    See abstract | see full paper
  5. Estudio comparativo de métodos espectrales para reducción de la dimensionalidad: LDA versus PCA
    INCISCOS 2016
    Andrés J Anaya-Isaza, Diego H Peluffo-Ordoñez, Juan C Alvarado-Pérez, Jorge Ivan-Rios, Juan A Castro-Silva, Paul D Rosero-Montalvo, Diego F Peña-Unigarro, Ana C Umaquinga-Criollo
    See abstract | see full paper
  6. Sistema de Riego Basado En La Internet De Las Cosas (IoT)
    International Conference on Information Systems and Computer Science 2016 (INCISCOS).
    A Anaya-Isaza, Diego H Peluffo-Ordoñez, Jorge Ivan-Rios, Juan A Castro-Silva, Diego A Carvajal Ruiz, Luis H Espinosa Llanos
    See abstract | see full paper
  7. 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
  8. Interactive visualization methodology of high-dimensional data with a color-based model for dimensionality reduction
    Signal Processing, Images and Artificial Vision (STSIVA), 2016 XXI Symposium
    Diego F Peña-ünigarro, Jose A Salazar-Castro, Diego H Peluffo-Ordóñez, Paul D Rosero-Montalvo, Omar R Oña-Rocha, Andres A Isaza, Juan C Alvarado-Perez, Roberto Theron
    See abstract | see full paper