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Paul David Rosero-Montalvo

Email: pdrosero@utn.edu.ec

He is engineer in Electronics and Communication Networks, graduated from the Master of Information Systems Management and Phd Student from Salmanca University. He has experience on approaches for free platforms in networking and electronic systems development. Experience in teaching and research. Management of various programs and programming languages (C ++, MatLab, C, R, Java). Visitor student at Universidad de Salamanca - Spain. Intern at Universidad de la Plata - Argentina. Invited speaker at IWINAC 2017, A Coruña, Spain. Invited speaker at AUNAR University-Colombia.

Research Interests

Data visualization, embedded systems, intelligents systems, prototype selection, neural networks, wsn, data representation.

Publications

  1. Cardiac Pulse Modeling Using a Modified van der Pol Oscillator and Genetic Algorithms
    Bioinformatics and Biomedical Engineering
    Fabián M. Lopez-Chamorro, Andrés F. Arciniegas-Mejia, David Esteban Imbajoa-Ruiz, Paul D. Rosero-Montalvo, Pedro García, Andrés Eduardo Castro-Ospina, Antonio Acosta, Diego Hernán Peluffo-Ordóñez
    See abstract | see full paper
  2. Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors
    ISNN 2018 Advances in Neural Networks
    Leandro Leonardo Lorente-Leyva, Israel David Herrera-Granda, Paul D. Rosero-Montalvo, Karina L. Ponce-Guevara, Andrés Eduardo Castro-Ospina, Miguel A. Becerra, Diego Hernán Peluffo-Ordóñez, José Luis Rodríguez-Sotelo
    See abstract | see full paper
  3. A novel color-based data visualization approach using a circular interaction model and dimensionality reduction
    ISNN 2018 Advances in Neural Networks
    Jose Alejandro Salazar-Castro, Paul D. Rosero-Montalvo, Diego Fernando Peña-Unigarro, Ana Cristina Umaquinga-Criollo, Zenaida Castillo-Marrero, Edgardo Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez, César Germán Castellanos-Domínguez
    See abstract | see full paper
  4. Sistema embebido orientado a bebés en etapa de gateo para prevención de accidentes aplicado en un textil inteligente
    REVISTA ENFOQUE
    Chico Morales, I., Narváez Pupiales, S., Umaquinga Criollo, A., & Rosero Montalvo, P.
    See abstract | see full paper
  5. Cardiac Pulse Modeling Using a Modified van der Pol Oscillator and Genetic Algorithms
    IWBBIO 2018 (6th International Work-Conference on Bioinformatics and Biomedical Engineering)
    Fabián M. Lopez-ChamorroAndrés F. Arciniegas-MejiaDavid Esteban Imbajoa-RuizPaul D. Rosero-MontalvoPedro GarcíaAndrés Eduardo Castro-Ospina, Antonio AcostaDiego Hernán Peluffo-Ordóñez
    See abstract | see full paper
  6. Forecasting of Energy Consumption Based on Gaussian Mixture Model and Classification Techniques
    IX Simposio Internacional sobre Calidad de la Energía Eléctrica (SICEL 2017)
    D. Imbajoa, A. Arciniegas, J. Revelo, D. H. Peluffo-Ordóñez, P. D. Rosero-Montalvo
    See abstract | see full paper
  7. Neighborhood Criterion Analysis for Prototype Selection Applied in WSN Data
    INCISCOS 2017
    P.D. Rosero-Montalvo, A.C. Umaquinga-Criollo, S. Flores, L. Suarez, J. Pijal, K.L. Ponce-Guevara, D. Nejer, A. Guzman, D. Lugo, K. Moncayo
    See abstract | see full paper
  8. Wearable Textil for Accident Prevention for Babies in Crawl Phase
    INCISCOS 2017
    Inti Javier Chico Morales, Sandra Karina Narváez Pupiales, Ana Cristina Umaquinga Criollo, Paúl David Rosero Montalvo
    See abstract | see full paper
  9. Face Detection and Classification Using Eigenfaces and Principal Component Analysis: Preliminary Results
    INCISCOS 2017
    Richard Mejía-Campos, Diego Néjer-Haro, Santiago Recalde-Avincho, Paul Rosero-Montalvo, Diego Peluffo-Ordóñez
    See abstract | see full paper
  10. Automatic Motion Segmentation via Cumulate Kernel Representation and Spectral Clustering
    IDEAL (International Conference on Intelligent Data Engineering and Automated Learning) 2017
    D. F. Peña-UnigarroD. H. PeluffoJ. A. Castro-SilvaA. UmaquingaE. A. Rosero-Rosero, P. D. Rosero-Montalvo
    See abstract | see full paper
  11. Data visualization using interactive dimensionality reduction and improved color based interaction model
    IWINAC (International Work-Conference on the Interplay Between Natural and Artificial Computation) 2017
    D. F. Peña-UnigarroD. H. PeluffoJ. A. Castro-SilvaA. UmaquingaE. A. Rosero-Rosero, P. D. Rosero-Montalvo
    See abstract | see full paper
  12. Two Novel Clustering Performance Measures Based on Coherence and Relative Assignments of Clusters
    Colombian Conference on Computing
    P. Rosero-MontalvoD. H. Peluffo-OrdóñezJ. L. Rodríguez-SoteloM. A. Becerra-Botero, H. J. Areiza-LaverdeA. E. Castro-Ospina
    See abstract | see full paper
  13. Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations
    Ecuador Electrical Chapters Meeting 2017
    P. Rosero-MontalvoE. J. Revelo-FuelagánJ. A. Castro-SilvaJ. C. Alvarado-PérezR. TherónC. M. Ortega-BustamanteD. H. Peluffo-Ordóñez, D. F. Peña-Unigarro
    See abstract | see full paper
  14. Prototype Selection Algorithms Comparision in Nearest Neighbor Classification for Sensor Data: Empirical Study
    Ecuador Electrical Chapters Meeting 2017
    Paul Rosero-Montalvo, Diego H. Peluffo-Ordóñez, Ana Umaquinga, Andrés Anaya, Jorge Serrano, Edwin Rosero, Carlos Vásquez, Luis Suaréz
    See abstract | see full paper
  15. Elderly Fall Detection Using Data Classification on a Portable Embeddedd System
    Ecuador Electrical Chapters Meeting 2017
    P.D. Rosero-Montalvo, D.H. Peluffo-Ordóñez, Pamela Godoy, K. Ponce, E.A. Rosero, C.A. Vásquez, F. Cuzme, S.C Flores, Z. A. Mera
    See abstract | see full paper
  16. GreenFarm-DM: A tool for analyzing vegetable crops data from greeenhouse using data mining techniques
    Ecuador Electrical Chapters Meeting 2017
    K. L. Ponce-Guevara, J. A. Palacios-Echeverría, E. Maya-Olalla, H. M. Domínguez-Limaico, L. E. Suárez-Zambrano, P. D. Rosero-Montalvo, D. H. Peluffo-Ordóñez, J. C. Alvarado-Pérez
    See abstract | see full paper
  17. Human Sit Down Position Detection Using Data Classification and Dimensionality Reduction
    REVISTA ASTES
    Paul Rosero-Montalvo, Daniel Jaramillo, Stefany Flores, Diego Peluffo, Vanessa Alvear, Milton Lopez
    See abstract | see full paper
  18. Theorical developments for interpreting kernel spectral clustering from alternative view points
    REVISTA ASTES
    Diego Peluffo-Ordóñez, Paul Rosero-Montalvo, Ana Umaquinga-Criollo, Luis Suárez-Zambrano, Hernan Domínguez-Limaico, Omar Oña-Rocha, Stefany Flores-Armas, Edgar Maya-Olalla
    See abstract | see full paper
  19. Internet de las Cosas y Redes de Sensores Inalambricos: Review
    ICES 2017
    Paul Rosero, Santiago Núñez, Stalin Realpe, Christian Rosado
    See abstract | see full paper
  20. EVOLUCION DE LOS TEXTILES INTELIGENTES: REVISION DE LITERATURA
    CONGRESO JORNADAS FICA
    Rosero Edwin, Rosero Paul, Pamba Quishpe Lisseth, Chamba Evelyn, Umaquinga Ana.
    See abstract | see full paper
  21. Mejoramiento de las Capacidades Tecnológicas en los Sectores rurales de la Provincia de Imbabura
    REVISTA CIENCIA ESPE
    Stefany Flores Armas, Paul Rosero Montalvo, Edgar Maya Olalla, Diego Peluffo Órdoñez
    See abstract | see full paper
  22. Interactive Visualization Methodology of High-Dimensional Data with a Color-Based Model for Dimensionality reduction
    STSIVA 2016
    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
  23. Dimensionality reduction for interactive data visualization via a Geo-Desic approach
    LACCI 2016
    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
  24. Interactive data visualization using dimensionality reduction and similarity-based representations
    CIARP 2016
    D. F. Peña-Unigarro, P. Rosero-Montalvo, J. Revelo-Fuelagán, J. A. Castro-Silva, J. C. Alvarado-Pérez, R. Therón, C. M. Ortega-Bustamante, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  25. PROPUESTA DE ANALISIS DE DATOS EN BIG DATA USANDO REDUCCION DE DIMENSIONALIDAD
    CONGRESO JORNADAS FICA
    A. C. Umaquinga-Criollo,D. H. Peluffo-Ordóñez,P. D. Rosero-Montalvo,M. V. Cabrera-Álvarez,J. C. Alvarado-Pérez, A. J. Anaya-Isaza
    See abstract | see full paper
  26. Internet de las Cosas y Visión Artificial, Funcionamiento y Aplicaciones: Revisión de Literatura
    ENFOQUE UTE
    V. Alvear-Puertas, P. Rosero-Montalvo, D. H. Peluffo-Ordóñez, J. Pijal-Rojas.
    See abstract | see full paper
  27. Estudio comparativo de métodos espectrales para reducción de la dimensionalidad: LDA versus PCA
    INCISCOS 2016
    A. J. Anaya-Isaza, D. H. Peluffo-Ordóñez, J. C. Alvarado-Pérez, J. Ivan-Rios, J. A. Castro-Silva, P. D. Rosero-Montalvo, D. F. Peña-Unigarro, J. A. Salazar-Castro, A. C. Umaquinga-Criollo.
    See abstract | see full paper
  28. ARQUITECTURA, SERVICIOS Y APLICACIONES DE Business Intelligence: Revisión de literatura
    INCISCOS 2016
    Paul Rosero, Edwin Rosero, Luis Beltran, Diego Peluffo and Carlos Pupiales
    See abstract | see full paper
  29. Different perspectives for kernel spectral clustering: A theoretical study
    2016 IEEE Ecuador Technical Chapters Meeting (ETCM)
    D. H. Peluffo-Ordóñez, P. D. Rosero, C. H. Pupiales, L. E. Suárez, E. D. Jaramillo, E. A. Maya, J. R. Michilena, C. A. Vásquez
    See abstract | see full paper
  30. Human-Sitting-Pose Detection Using Data Classification and Dimensionality Reduction
    Ecuador Electrical Chapters Meeting
    Paul Rosero-Montalvo, Santiago Nuñez-Godoy, Vanessa Alvear-Puertas, Staling Realpe-Godoy, Edwin Pujota-Cuascota, Henry Farinango-Endara, Iván Navarrete-Insuasti, Franklin Vaca-Chapi, Diego H. Peluffo
    See abstract | see full paper
  31. Comparación entre TCP y UDP para Redes de Sensores Aplicado a Internet de las Cosas
    XI CONGRESO DE CIENCIA Y TECNOLOGIA ESPE 2016
    Rosero Paul, Rosero Edwin
    See abstract | see full paper