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Juan Carlos Alvarado-Pérez

Email: jcalvarado@usal.es

He was born in Pasto, Colombia, in 1983. He received his degree as a technologist in Electronic Automation (Universidad Mariana - Colombia), as a Systems Engineer (Universidad de Nariño - Colombia), and in Master in Intelligent Systems (University of Salamanca - Spain), in 2015, 2007 and 2010, respectively. He is currently instructor at Coorporación Autónoma de Nariño - Pasto, Colombia, and PhD student at the program of computer science and mathematics of security from University Rovira i Virgili - Spain. His areas of interest are artificial intelligence, machine learning, data mining, robotics, dimension reduction, pattern recognition and visual analytics.

Research Interests

Dimensionality reduction, data visualization, IOT, data mining.

Publications

  1. Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations
    Intelligent Data Engineering and Automated Learning–IDEAL 2017: 18th International Conference, Guilin, China, October 30–November 1, 2017, Proceedings
    JA Castro-Silva, JC Alvarado-Pérez, R Therón, CM Ortega-Bustamante, DH Peluffo-Ordónez
    See abstract | see full paper
  2. 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
  3. Interactive data visualization using dimensionality reduction and dissimilarity-based representations
    International Conference on Intelligent Data Engineering and Automated Learning
    DF Peña-Unigarro, P Rosero-Montalvo, Edgardo Javier Revelo-Fuelagán, JA Castro-Silva, Juan C Alvarado-Pérez, Roberto Therón, CM Ortega-Bustamante, Diego Hernán Peluffo-Ordóñez
    See abstract | see full paper
  4. Visualización y métodos kernel: Integrando inteligencia natural y artificial
    Universidad Politécnica Estatal del Carchi (UPEC)-Ecuador
    Juan C Alvarado-Pérez, Diego H Peluffo-Ordóñez, Roberto Theron
    See abstract | see full paper
  5. Dimensionality reduction for interactive data visualization via a Geo-Desic approach
    Computational Intelligence (LA-CCI), 2016 IEEE Latin American Conference
    Jose A Salazar-Castro, Diego Peña-Unigarro, Diego H Peluffo-Ordóñez, Paul D Rosero-Montalvo, H Mauricio Domínguez-Limaico, Juan C Alvarado-Pérez, Roberto Therón
    See abstract | see full paper
  6. 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
  7. 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
  8. De Paz, Francisco 21 De Paz, Juan F. 63 de SL Cuadro, Marco Antonio 211 Djenouri, Youcef 47
    Distributed Computing and Artificial Intelligence, 12th International Conference
    Ngoc Anh Dung Do, Giner Alor-Hernández, Juan C Alvarado-Pérez, Victor Alves, Rogério Passos Pereira Amaral, Javier Bajo, Amar Balla, Z Banaszak, M Bedia, Karima Benatchba, Ahcene Bendjoudi, Ghassan Beydoun, G Bocewicz, Adel Boukhadra, Oleg Bukhvalov, L Castillo, Pablo Chamoso, Ali Chekima, Xia Chen, Luis Omar Colombo-Mendoza, Juan M Corchado, Catarina Costa, Stefania Costantini, Jamal Ahmad Dargham, Gustavo Maia de Almeida, Giovanni De Gasperis, Fernando De la Prieta, Raffaele Dell’Aversana, J Fdez-Glez, F Fdez-Riverola, Kiyohito Fukuda, Edoardo Gaffeo, Lucio Gobbi, Arkadiusz Gola, Vladimir Gorodetsky, David Griol, Katarzyna Grzybowska, Gutiérrez Guadalupe, Rebeca Cordero Gutiérrez, Zineb Habbas, Nurzeatul Hamimah Abdul Hamid, Samer Hassan, Patrycja Hoffa, Jinzhong Hou, Arazi Idrus, Omar Abdullatif Jassim, Bo Nørregaard Jørgensen, Canúl-Reich Juana, Ponce Julio, R Laza, Carlos Ley-Bosch, Tiancheng Li
    See abstract | see full paper
  9. On the spectral clustering for dynamic data
    International Work-Conference on the Interplay Between Natural and Artificial Computation
    Diego Hernán Peluffo-Ordóñez, Juan C Alvarado-Pérez, Andrés Eduardo Castro-Ospina
    See abstract | see full paper
  10. Knowledge discovery in databases from a perspective of intelligent information visualization
    Signal Processing, Images and Computer Vision (STSIVA), 2015 20th Symposium
    Juan C Alvarado-Pérez, Harold Bolaños-Ramírez, Diego H Peluffo-Ordóñez, S Murillo
    See abstract | see full paper
  11. Multiple kernel learning for spectral dimensionality reduction
    Iberoamerican Congress on Pattern Recognition
    Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Juan Carlos Alvarado-Pérez, Edgardo Javier Revelo-Fuelagán
    See abstract | see full paper
  12. Interactive interface for efficient data visualization via a geometric approach
    Signal Processing, Images and Computer Vision (STSIVA), 2015 20th Symposium
    JA Salazar-Castro, YC Rosas-Narváez, AD Pantoja, Juan C Alvarado-Pérez, Diego H Peluffo-Ordóñez
    See abstract | see full paper
  13. Responsabilidad social en la relación universidad-empresa-Estado
    Educación y Educadores
    Rosario Isabel Hernández-Arteaga, Juan Carlos Alvarado-Pérez, José Alberto Luna
    See abstract | see full paper
  14. Geometrical homotopy for data visualization
    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015)
    Diego H Peluffo-Ordónez, Juan C Alvarado-Pérez, John A Lee, Michel Verleysen
    See abstract | see full paper
  15. Bridging the gap between human knowledge and machine learning
    ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal
    Juan Carlos Alvarado-Pérez, Diego H Peluffo-Ordónez, Roberto Therón
    See abstract | see full paper
  16. Creatividad e innovación: competencias genéricas o transversales en la formación profesional
    Revista Virtual Universidad Católica del Norte
    Isabel Hernández Arteaga, Juan Carlos Alvarado Pérez, Sara María Luna
    See abstract | see full paper
  17. El big data en la complejidad del sistema Universidad-Empresa-Estado
    Universidad-Empresa-Estado: hacia la cultura de la investigación y la innovación
    Juan Carlos Alvarado-Pérez
    See abstract | see full paper