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Publications by SDAS Group

    2019

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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

    2018

  10. 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
  11. 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
  12. 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
  13. 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
  14. Intelligent System for Identification of Wheelchair User’s Posture using Machine Learning Techniques
    IEEE Sensors
    P. Rosero-Montalvo, D. H. Peluffo-Ordóñez, V. F. López-Batista, J. Serrano, E. Rosero.
    See abstract | see full paper
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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