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Publications by SDAS Group

    2020

  1. Evaluación de Técnicas de Extracción de Características Orientado a la Clasificación de Señales Sísmico-volcánicas del Volcán Nevado del Ruiz
    RISTI Journal
    Y. Erazo-Bravo, E. Rosero-Narváez, P. Castro-Cabrera, J. Londoño-Bonilla, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  2. A data set for electric power consumption forecasting based on socio-demographic features: Data from an area of southern Colombia
    Data in Brief
    J. Parraga-Alava, J. D. Moncayo-Nacaza, J. Revelo-Fuelagán, P. D.Rosero-Montalvo, A. Anaya-Isaza, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  3. Comparación de controladores y modelado matemático de un levitador magnético
    RISTI Journal
    E. P. Herrera-Granda, K. A. Herrera-Mayorga, I. D. Herrera-Granda, L. M. Sierra-Martínez, D. H. Peluffo-Ordóñez.
    See abstract | see full paper

    2019

  4. Interactive Visualization Interfaces for Big Data Analysis Using Combination of Dimensionality Reduction Methods: A Brief Review
    TSIE 2019
    A.C. Umaquinga-Criollo, D.H. Peluffo-Ordóñez, P.D. Rosero-Montalvo, P.E. Godoy-Trujillo, H. Benítez-Pereira.
    See abstract | see full paper
  5. Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System
    BI 2019
    E. Vega-Gualán, A. Vargas, M. Becerra, A. Umaquinga, J. A. Riascos, D.H. Peluffo-Ordóñez.
    See abstract | see full paper
  6. Multi-target tracking for sperm motility measurement using the kalman filter and JPDAF: Preliminary results
    RISTI Journal 2019
    D. Mayorca-Torres, H. Guerrero-Chapal, J. Mejía-Manzano, D. Lopez-Mesa, D. H. Peluffo-Ordoñez, J. A. Salazar-Castro.
    See abstract | see full paper
  7. Satellite-image-based crop identification using unsupervised machine learning techniques: Preliminary results
    RISTI Journal 2019
    M.Y.M. Revelo, J.B. Gómez Menoza, D.H. Peluffo Ordoñez.
    See abstract | see full paper
  8. Public urban transport optimization by means of tabu search and pso algorithms: Medellín, colombia
    RISTI Journal 2019
    L. Betancur-Delgado, M.A. Becerra, C. Duque-Mejía, D.H. Peluffo-Ordóñez, K.C. Álvarez-Uribe.
    See abstract | see full paper
  9. Optimization-based algorithms applied in photovoltaic systems
    RISTI Journal 2019
    Y.F. Fernández, A.C. Tobar, D.H. Peluffo-Ordóñez, T.S. Manosalvas, R. Miranda.
    See abstract | see full paper
  10. Method for the Improvement of Knee Angle Accuracy Based on Kinect and IMU: Preliminary Results
    LAWCN 2019
    O. D. Mayorca-Torres, J. C. Caicedo-Eraso, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  11. Kernel-spectral-clustering-driven motion segmentation: Rotating-objects first trials
    LAWCN 2019
    O. Oña, J. Riascos, I. Marrufo, M. Paez, D. Mayorca, K. L. Ponce-Guevara, J. A. Salazar-Castro, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  12. Classification system for corporate reputation based on financial variables
    RISTI Journal 2019
    E. Londoño-Montoy, M. A. Becerra, J. Murillo-Escobar, L. Gómez-Bayona, Moreno-G. López, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  13. Artificial Neural Networks in the Demand Forecasting of a Metal-Mechanical Industry
    Journal of Engineering and Applied Sciences
    L. L. Lorente-Leyva, D. R. Patino-Alarcon, Y. Montero-Santos, I. D. Herrera-Granda, D. H. Peluffo-Ordonez, A. M. Lastre-Aleaga, A. Cordoves-Garcia
    See abstract | see full paper
  14. Design and Tests to Implement Hyperconvergence into a DataCenter: Preliminary Results
    ICAETT 2019
    E. Maya-Olalla, M. Domínguez-Limaico, S. Meneses-Narváez, P. D. Rosero-Montalvo, S. Narváez-Pupiales, M. Zambrano Vizuete, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  15. Dispensador médico de control y monitoreo para el Hogar del Anciano “San Vicente de Paúl” de la cuidad de Atuntaqui (Ecuador)
    RISTI Journal 2019
    M. T. Encalada-Grijalva, S. K. Narváez-Pupiales, A. C. Umaquinga-Criollo, L. E. Suárez-Zambrano, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  16. Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm
    HAIS 2019
    L. L. Lorente-Leyva, J. R. Murillo-Valle, Y. Montero-Santos, I. D. Herrera-Granda, E. P. Herrera-Granda, P. D. Rosero-Montalvo, D. H. Peluffo-Ordóñez, X. P. Blanco-Valencia.
    See abstract | see full paper
  17. Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study
    HAIS 2019
    P. D. Rosero-Montalvo, V. F. López-Batista, D. H. Peluffo-Ordóñez, L. L. Lorente-Leyva, X. P. Blanco-Valencia
    See abstract | see full paper
  18. Artificial Neural Networks for Urban Water Demand Forecasting: A Case Study
    Journal of Physics: Conference Series
    L. L. Lorente-Leyva, J. F. Pavón-Valencia, Y. Montero-Santos, I. D. Herrera-Granda, E. P. Herrera-Granda, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  19. A New Approach of Service Platform for Water Optimization in Lettuce Crops Using Wireless Sensor Network
    IntelliSys 2019
    E. Maya-Olalla, H. Domínguez-Limaico, C. Vásquez-Ayala, E. Jaramillo-Vinueza, M. Zambrano, A. Jácome-Ortega, P. D. Rosero-Montalvo, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  20. Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case Study
    IWANN 2019
    I. D. Herrera-Granda, J. A. Chicaiza-Ipiales, E. P. Herrera-Granda, L. L. Lorente-Leyva, J. A. Caraguay-Procel, I. D. García-Santillán, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  21. Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision
    IWINAC 2019
    P. D. Rosero-Montalvo, V. F. López-Batista, D. H. Peluffo-Ordóñez, V. C. Erazo-Chamorro, R. P. Arciniega-Rocha
    See abstract | see full paper
  22. Non-generalized Analysis of the Multimodal Signals for Emotion Recognition: Preliminary Results
    IWBBIO 2019
    E. Londoño-Delgado, M. A. Becerra, C. M. Duque-Mejía, J. C. Zapata, C. Mejía-Arboleda, A. E. Castro-Ospina, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  23. Low Resolution Electroencephalographic-Signals-Driven Semantic Retrieval: Preliminary Results
    IWBBIO 2019
    M. A. Becerra, E. Londoño-Delgado, O. I. Botero-Henao, D. Marín-Castrillón, C. Mejia-Arboleda, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  24. Adaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors
    ACIIDS 2019
    D. Bastidas-Torres, C. Piñeros-Rodriguez, D. H. Peluffo-Ordóñez, X. Blanco-Valencia, J. Revelo-Fuelagán, M. A. Becerra, A. E. Castro-Ospina, L. L. Lorente-Leyva.
    See abstract | see full paper
  25. Cardiac Murmur Effects on Automatic Segmentation of ECG Signals for Biometric Identification: Preliminary Study
    ACIIDS 2019
    C. Duque-Mejía, M. A. Becerra, C. Zapata-Hernández, C. Mejia-Arboleda, A. E. Castro-Ospina, E. Delgado-Trejos, D. H. Peluffo-Ordóñez, P. Rosero-Montalvo, J. Revelo-Fuelagán.
    See abstract | see full paper
  26. Drowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye
    ACIIDS 2019
    E. P. Herrera-Granda, J. A. Caraguay-Procel, P. D. Granda-Gudiño, I. D. Herrera-Granda, L. L. Lorente-Leyva, D. H. Peluffo-Ordóñez, J. Revelo-Fuelagán.
    See abstract | see full paper
  27. Feature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals
    ACIIDS 2019
    J. F. Gómez-Lara, O. A. Ordóñez-Bolaños, M. A. Becerra, A. E. Castro-Ospina, C. Mejía-Arboleda, C. Duque-Mejía, J. Rodriguez, J. Revelo-Fuelagán, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  28. Recognition of emotions using ICEEMD-based characterization of multimodal physiological signals
    LASCAS 2019
    O. A. Ordóñez-Bolaños, J. F. Gómez-Lara, M. A. Becerra, D. H. Peluffo-Ordóñez, C. M. Duque-Mejía, D. Medrano-David, C. Mejia-Arboleda
    See abstract | see full paper
  29. Intelligent System for Identification of Wheelchair User’s Posture using Machine Learning Techniques
    IEEE Sensors 2019
    P. Rosero-Montalvo, D. H. Peluffo-Ordóñez, V. F. López-Batista, J. Serrano, E. Rosero.
    See abstract | see full paper

    2018

  30. Optimization of the Network of Urban Solid Waste Containers: A Case Study
    CITT 2018
    I. D. Herrera-Granda, W. G. Imbaquingo-Usiña, L. L. Lorente-Leyva, E. P. Herrera-Granda, D. H. Peluffo-Ordóñez, Diego G. Rossit.
    See abstract | see full paper
  31. Wireless Sensor Networks for Irrigation in Crops Using Multivariate Regression Models
    ETCM 2018
    P. D. Rosero-Montalvo, J. Pijal-Rojas, C. Vásquez-Ayala, E. Maya, C. Pupiales, L. Suaréz, H. Benitez-Pereira, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  32. Sign Language Recognition Based on Intelligent Glove Using Machine Learning Techniques
    ETCM 2018
    P. D. Rosero-Montalvo, P. Godoy-Trujillo, E. Flores-Bosmediano, J. Carrascal-García, S. Otero-Potosi, H. Benitez-Pereira, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  33. Air Quality Monitoring Intelligent System Using Machine Learning Techniques
    INCISCOS 2018
    P. D. Rosero-Montalvo, J. A. Caraguay-Procel, E. D. Jaramillo, J. M. Michilena-Calderón, A. C. Umaquinga-Criollo, M. Mediavilla-Valverde, M. A. Ruiz, L. A. Beltrán, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  34. Methodology for the design and simulation of industrial facilities and production systems based on a modular approach in an "industry 4.0" context
    DYNA
    L. O. Alpala, M. E. Alemany, D. H. Peluffo-Ordoñez, F. Bolaños, A. M. Rosero, J. C. Torres.
    See abstract | see full paper
  35. Exploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems
    Lecture Notes in Computer Science
    M. A. Becerra, C. Duque-Mejía, C. Zapata-Hernández, D. H. Peluffo-Ordóñez, L. Serna-Guarín, Edilson Delgado-Trejos, E. J. Revelo-Fuelagán, X. P. Blanco Valencia.
    See abstract | see full paper
  36. Generalized Low-Computational Cost Laplacian Eigenmaps
    Lecture Notes in Computer Science
    J. A. Salazar-Castro, D. F. Peña, C. Basante, C. Ortega, L. Cruz-Cruz, J. Revelo-Fuelagán, X. P. Blanco-Valencia, G. Castellanos-Domínguez, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  37. Intelligence in Embedded Systems: Overview and Applications
    FTC 2018: Future Technologies Conference.
    P. D. Rosero-Montalvo, V. F. López Batista, E. A. Rosero, E. D. Jaramillo, J. A. Caraguay, J. Pijal-Rojas, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  38. Building a Nasa Yuwe Language Corpus and Tagging with a Metaheuristic Approach
    Computación y Sistemas
    L. M. Sierra-Martinez, C. A. Cobos, J. C. Corrales-Muñoz, T. Rojas Curieux, E. Herrera-Viedman, D. H. Peluffo-Ordóñez.
    See abstract | see full paper
  39. Angle-Based Model for Interactive Dimensionality Reduction and Data Visualization
    International Workshop on Artificial Intelligence and Pattern Recognition: IWAIPR 2018
    C. K. Basante-Villota, C. M. Ortega-Castillo, D. F. Peña-Unigarro, E. J. Revelo-Fuelagán, J. A. Salazar-Castro, M. Ortega-Bustamante, P. Rosero-Montalvo, L. S. Vega-Escobar, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  40. Movement Identification in EMG Signals Using Machine Learning: A Comparative Study
    International Workshop on Artificial Intelligence and Pattern Recognition: IWAIPR 2018
    L. Lasso-Arciniegas, A. Viveros-Melo, J. A. Salazar-Castro, M. A. Becerra, A. E. Castro-Ospina, E. J. Revelo-Fuelagán, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  41. Electroencephalographic Signals and Emotional States for Tactile Pleasantness Classification
    International Workshop on Artificial Intelligence and Pattern Recognition: IWAIPR 2018
    M. A. Becerra, E. Londoño-Delgado, S. M. Pelaez-Becerra, A. E. Castro-Ospina, C. Mejia-Arboleda, J. Durango, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  42. Exploration of Characterization and Classification Techniques for Movement Identification from EMG Signals: Preliminary Results
    Colombian Conference on Computing - CCC 2018
    A. Viveros-Melo, L. Lasso-Arciniegas, J. A. Salazar-Castro, D. H. Peluffo-Ordóñez, M. A. Becerra, A. E. Castro-OspinaE. J. Revelo-Fuelagán
    See abstract | see full paper
  43. Physiological Signals Fusion Oriented to Diagnosis - A Review
    Colombian Conference on Computing - CCC 2018
    Y. F. Uribe, K. C. Alvarez-Uribe, D. H. Peluffo-Ordoñez, M. A. Becerra
    See abstract | see full paper
  44. Comparative Analysis Between Embedded-Spaces-Based and Kernel-Based Approaches for Interactive Data Representation
    Colombian Conference on Computing - CCC 2018
    C. K. Basante-Villota, C. M. Ortega-Castillo, D. F. Peña-Unigarro, J. E. Revelo-Fuelagán, J. A. Salazar-Castro, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  45. Odor Pleasantness Classification from Electroencephalographic Signals and Emotional States
    Colombian Conference on Computing - CCC 2018
    M. A. Becerra, E. Londoño-Delgado, S. M. Pelaez-Becerra, L. Serna-Guarín, A. E. Castro-Ospina, D. Marin-Castrillón, D. H. Peluffo-Ordóñez
    See abstract | see full paper
  46. Voice Pathology Detection Using Artificial Neural Networks and Support Vector Machines Powered by a Multicriteria Optimization Algorithm
    Communications in Computer and Information Science
    Henry Jhoán Areiza-Laverde, Andrés Eduardo Castro-Ospina, Diego Hernán Peluffo-Ordóñez
    See abstract | see full paper
  47. Optimization of the University Transportation by Contraction Hierarchies Method and Clustering Algorithms
    HAIS: International Conference on Hybrid Artificial Intelligence Systems
    Israel D. Herrera-GrandaLeandro, L. Lorente-Leyva, Diego H. Peluffo-Ordóñez, Robert M. Valencia-Chapi, Yakcleem Montero-Santos, Jorge L. Chicaiza-Vaca, Andrés E. Castro-Ospina
    See abstract | see full paper
  48. Fingertips Segmentation of Thermal Images and Its Potential Use in Hand Thermoregulation Analysis
    HAIS: International Conference on Hybrid Artificial Intelligence Systems
    A. E. Castro-Ospina, A. M. Correa-Mira, I. D. Herrera-Granda, D. H. Peluffo-Ordóñez, H. A. Fandiño-Toro
    See abstract | see full paper
  49. Computer Vision-Based Method for Automatic Detection of Crop Rows in Potato Fields.
    International Conference on Information Technology & System (ICITS 2018)
    I. Garcia-Santillan, D. H. Peluffo-Ordóñez, V. Caranqui, M. Pusda, F. Garrido, P. Granda.
    See abstract | see full paper
  50. Cardiac Pulse Modeling Using a Modified van der Pol Oscillator and Genetic Algorithms
    International Conference on Bioinformatics and Biomedical Engineering 2018
    F.M. Lopez-Chamorro, A.F. Arciniegas-Mejia, D.E. Imbajoa-Ruiz, P.D. Rosero-Montalvo, P.García, A.E. Castro-Ospina, A. Acosta, D.H. Peluffo-Ordóñez.
    See abstract | see full paper
  51. Advances in Homotopy Applied to Object Deformation
    International Conference on Bioinformatics and Biomedical Engineering 2018
    J.A. Salazar-Castro, A.C. Umaquinga-Criollo, L.D. Cruz-Cruz, L.O. Alpala-Alpala, C. González-Castaño, M.A. Becerra-Botero, D.H. Peluffo-Ordóñez, C.G. Castellanos-Domínguez.
    See abstract | see full paper
  52. Case-Based Reasoning Systems for Medical Applications with Improved Adaptation and Recovery Stages
    International Conference on Bioinformatics and Biomedical Engineering 2018
    X. Blanco Valencia, D. Bastidas Torres, C. Piñeros Rodriguez, D. H. Peluffo-Ordóñez, M. A. Becerra, A. E. Castro-Ospina.
    See abstract | see full paper
  53. Low Data Fusion Framework Oriented to Information Quality for BCI Systems
    International Conference on Bioinformatics and Biomedical Engineering 2018
    Miguel Alberto Becerra, Karla C. Alvarez-Uribe, Diego Hernán Peluffo Ordoñez.
    See abstract | see full paper
  54. Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors
    15th International Symposium on Neural Networks (ISNN 2018)
    L. L. Lorente-Leyva, I. D. Herrera-Granda, P. D. Rosero-Montalvo, K. L. Ponce-Guevara, A. E. Castro-Ospina, M. A. Becerra, D. H. Peluffo-Ordóñez, J. L. Rodríguez-Sotelo.
    See abstract | see full paper
  55. A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction
    15th International Symposium on Neural Networks (ISNN 2018)
    J. A. Salazar-Castro, P. D. Rosero-Montalvo, D. F. Peña-Unigarro, A. C. Umaquinga-Criollo, Z. Castillo-Marrero, E. J. Revelo-Fuelagán, D. H. Peluffo-Ordóñez, C. G. Castellanos-Domínguez.
    See abstract | see full paper