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Diego Hernán Peluffo-Ordóñez
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2020 – today
- 2024
- [j18]Leandro Leonardo Lorente-Leyva
, M. M. E. Alemany, Diego Hernán Peluffo-Ordóñez:
A conceptual framework for the operations planning of the textile supply chains: Insights for sustainable and smart planning in uncertain and dynamic contexts. Comput. Ind. Eng. 187: 109824 (2024) - [j17]Yahya Aalaila
, Ismail Bachchar
, Hind Raki
, Sami Bamansour
, Mouad Elhamdi
, Kaoutar Benghzial
, MacArthur Ortega-Bustamante
, Lorena Guachi-Guachi
, Diego Hernán Peluffo-Ordóñez
:
Joint Exploration of Kernel Functions Potential for Data Representation and Classification: A First Step Toward Interactive Interpretable Dimensionality Reduction. SN Comput. Sci. 5(1): 75 (2024) - [c85]Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi
, Diego Hernán Peluffo-Ordóñez:
Instance Selection Framework for Alzheimer's Disease Classification Using Multiple Regions of Interest and Atlas Integration. ICPRAM 2024: 453-460 - [c84]Mohammed Bajja, Yahya Aalaila, Ana Cristina Umaquinga-Criollo, Lorena Guachi-Guachi
, Diego Hernán Peluffo-Ordóñez:
Kernelized Extension for Multiple-Expert-Learning Classifiers Using Support Vector Machines. SAI (4) 2024: 66-79 - 2023
- [j16]Mauricio Argotty-Erazo
, Antonio Blázquez-Zaballos
, Carlos A. Argoty-Eraso, Leandro Leonardo Lorente-Leyva
, Nadia N. Sánchez-Pozo
, Diego Hernán Peluffo-Ordóñez
:
A Novel Linear-Model-Based Methodology for Predicting the Directional Movement of the Euro-Dollar Exchange Rate. IEEE Access 11: 67249-67284 (2023) - [j15]Antonio Acosta, R. Gallo, Pedro García
, Diego Hernán Peluffo-Ordóñez:
Positive invariant regions for a modified Van Der Pol equation modeling heart action. Appl. Math. Comput. 442: 127732 (2023) - [c83]Johan Alarcón, Samantha Buitrón, Alexis Carrillo, Mateo Chuquimarca, Alexis Ortiz, Robinson Guachi, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
:
Exploring the Potential of Genetic Algorithms for Optimizing Academic Schedules at the School of Mechatronic Engineering: Preliminary Results. ICAI 2023: 390-402 - [c82]MacArthur Ortega-Bustamante
, Waldo Hasperué, Diego Hernán Peluffo-Ordóñez, Daisy Imbaquingo, Hind Raki, Yahya Aalaila
, Mouad Elhamdi, Lorena Guachi-Guachi
:
Interactive Information Visualization Models: A Systematic Literature Review. ICCSA (1) 2023: 661-676 - 2022
- [j14]Paul D. Rosero-Montalvo
, Vivian F. López Batista
, Ricardo P. Arciniega-Rocha
, Diego Hernán Peluffo-Ordóñez:
Air Pollution Monitoring Using WSN Nodes with Machine Learning Techniques: A Case Study. Log. J. IGPL 30(4): 599-610 (2022) - [j13]Daniel Proaño-Guevara
, Xiomara Patricia Blanco-Valencia
, Paul D. Rosero-Montalvo
, Diego Hernán Peluffo-Ordóñez:
Electromiographic Signal Processing Using Embedded Artificial Intelligence: An Adaptive Filtering Approach. Int. J. Interact. Multim. Artif. Intell. 7(5): 40 (2022) - [j12]Paul D. Rosero-Montalvo
, Vivian F. López Batista
, Diego Hernán Peluffo-Ordóñez
:
A New Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications. Inf. 13(5): 241 (2022) - [j11]Víctor Asanza
, Enrique Peláez
, Francis R. Loayza
, Leandro Leonardo Lorente-Leyva
, Diego Hernán Peluffo-Ordóñez
:
Identification of Lower-Limb Motor Tasks via Brain-Computer Interfaces: A Topical Overview. Sensors 22(5): 2028 (2022) - [c81]Hermes Andrés Ayala-Cucas
, Edison Alexander Mora-Piscal
, Dagoberto Mayorca-Torres
, Diego Hernán Peluffo-Ordóñez
, Alejandro J. León-Salas
:
Impact of ECG Signal Preprocessing and Filtering on Arrhythmia Classification Using Machine Learning Techniques. IBERAMIA 2022: 27-40 - [c80]Rafael Fuenmayor, Martín Larrea
, Mario Moncayo, Esteban Moya, Sebastián Trujillo, Juan-Diego Terneus
, Robinson Guachi, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
:
A Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study. ICAI 2022: 3-14 - [c79]Hind Raki
, Juan González-Vergara
, Yahya Aalaila
, Mouad Elhamdi, Sami Bamansour, Lorena Guachi-Guachi
, Diego Hernán Peluffo-Ordóñez:
Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches. ICAI 2022: 31-44 - [c78]Eduardo Cepeda
, Nadia N. Sánchez-Pozo
, Diego Hernán Peluffo-Ordóñez
, Juan González-Vergara
, Diego Almeida-Galárraga
:
ECG-Based Heartbeat Classification for Arrhythmia Detection Using Artificial Neural Networks. ICCSA (2) 2022: 247-259 - [c77]Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi
, Diego Hernán Peluffo-Ordóñez:
Instance Selection on CNNs for Alzheimer's Disease Classification from MRI. ICPRAM 2022: 330-337 - [d6]Verónica Jacqueline Ojeda Carrera
, Víctor Asanza
, Kevin Chica-Orellana
, Jonathan Cagua
, Douglas Plaza, César Martín, Diego Hernán Peluffo-Ordóñez
:
Temperature and Speed Control Lab (TSC-Lab). IEEE DataPort, 2022 - 2021
- [j10]Andres J. Anaya-Isaza, Leonel Mera-Jiménez
, Johan Manuel Cabrera-Chavarro
, Lorena Guachi-Guachi
, Diego Hernán Peluffo-Ordóñez, Jorge Iván Ríos Patiño:
Comparison of Current Deep Convolutional Neural Networks for the Segmentation of Breast Masses in Mammograms. IEEE Access 9: 152206-152225 (2021) - [j9]Samira Hosseini, Diego Peluffo
, Kingsley Okoye
, Julius Tanyu Nganji:
The Impact of Technological Advancements on Educational Innovation (VSI-tei). Comput. Electr. Eng. 93: 107333 (2021) - [j8]Miguel A. Becerra
, Catalina Tobón
, Andrés Eduardo Castro-Ospina
, Diego Hernán Peluffo-Ordóñez
:
Information Quality Assessment for Data Fusion Systems. Data 6(6): 60 (2021) - [j7]Paul D. Rosero-Montalvo
, Edison A. Fuentes-Hernández
, Manuel Eugenio Morocho Cayamcela
, Luz Marina Sierra Martínez
, Diego Hernán Peluffo-Ordóñez
:
Addressing the Data Acquisition Paradigm in the Early Detection of Pediatric Foot Deformities. Sensors 21(13): 4422 (2021) - [c76]Leandro Leonardo Lorente-Leyva
, M. M. E. Alemany
, Diego Hernán Peluffo-Ordóñez
, Roberth A. Araujo:
Demand Forecasting for Textile Products Using Statistical Analysis and Machine Learning Algorithms. ACIIDS 2021: 181-194 - [c75]Yasmany Fernández-Fernández
, Leandro Leonardo Lorente-Leyva
, Diego Hernán Peluffo-Ordóñez
, Ridelio Miranda Pérez, Elia N. Cabrera Álvarez:
Unsupervised Barter Model Based on Natural Human Interaction. ACIIDS (Companion) 2021: 387-400 - [c74]Nadia N. Sánchez-Pozo
, Sergi Trilles-Oliver
, Albert Solé-Ribalta
, Leandro Leonardo Lorente-Leyva
, Dagoberto Mayorca-Torres
, Diego Hernán Peluffo-Ordóñez
:
Algorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Predictive Models. HAIS 2021: 293-304 - [c73]Cristian Orellana, Martín Tobar, Jeremy Yazán, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
:
A Chatterbot Based on Genetic Algorithm: Preliminary Results. ICAI 2021: 3-12 - [c72]D. López-Albán, A. López-Barrera, Dagoberto Mayorca-Torres
, Diego Hernán Peluffo-Ordóñez
:
Sign Language Recognition Using Leap Motion Based on Time-Frequency Characterization and Conventional Machine Learning Techniques. ICAI 2021: 55-67 - [c71]MacArthur Ortega-Bustamante
, Waldo Hasperué, Diego Hernán Peluffo-Ordóñez
, Juan González-Vergara
, Josué Marín-Gaviño, Martín Vélez-Falconí:
Generalized Spectral Dimensionality Reduction Based on Kernel Representations and Principal Component Analysis. ICCSA (4) 2021: 512-523 - [c70]Ana Cristina Umaquinga-Criollo
, Juan D. Tamayo-Quintero, María N. Moreno García, Yahya Aalaila
, Diego Hernán Peluffo-Ordóñez:
Developments on Support Vector Machines for Multiple-Expert Learning. IDEAL 2021: 587-598 - [d5]Víctor Asanza
, Kevin Chica-Orellana
, Jonathan Cagua
, Diego Hernán Peluffo-Ordóñez
:
TSC-LAB. IEEE DataPort, 2021 - [d4]Víctor Asanza
, Jesús Miranda, Nathaly Simuy Sanchez Chan
, Enrique Peláez
, Francis R. Loayza
, Diego Hernán Peluffo-Ordóñez
:
Electromyography (EMG) of the Extraocular Muscles (EOM). IEEE DataPort, 2021 - 2020
- [j6]Paul D. Rosero-Montalvo
, Vivian F. López Batista
, Jaime Riascos
, Diego Hernán Peluffo-Ordóñez
:
Intelligent WSN System for Water Quality Analysis Using Machine Learning Algorithms: A Case Study (Tahuando River from Ecuador). Remote. Sens. 12(12): 1988 (2020) - [j5]Paul D. Rosero-Montalvo
, Vanessa C. Erazo-Chamorro
, Vivian F. López Batista
, María N. Moreno García
, Diego Hernán Peluffo-Ordóñez
:
Environment Monitoring of Rose Crops Greenhouse Based on Autonomous Vehicles with a WSN and Data Analysis. Sensors 20(20): 5905 (2020) - [c69]Ana Cristina Umaquinga-Criollo
, Juan D. Tamayo-Quintero
, María N. Moreno García
, Jaime Riascos, Diego Hernán Peluffo-Ordóñez
:
Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts. HAIS 2020: 437-449 - [c68]J. González-Vergara, D. Escobar-González
, D. Chaglla-Aguagallo, Diego Hernán Peluffo-Ordóñez
:
A Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results. ICAI 2020: 197-209 - [c67]M. Vélez-Falconí
, J. González-Vergara, Diego Hernán Peluffo-Ordóñez
:
Inverse Data Visualization Framework (IDVF): Towards a Prior-Knowledge-Driven Data Visualization. ICAI 2020: 266-280 - [c66]MacArthur Ortega-Bustamante
, Waldo Hasperué, Diego Hernán Peluffo-Ordóñez
, M. Paéz-Jaime, I. Marrufo-Rodríguez, P. Rosero-Montalvo
, Ana Cristina Umaquinga-Criollo
, M. Vélez-Falconí
:
Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization. ICCSA (2) 2020: 193-203 - [c65]Leandro Leonardo Lorente-Leyva
, M. M. E. Alemany
, Diego Hernán Peluffo-Ordóñez
, Israel David Herrera-Granda
:
A Comparison of Machine Learning and Classical Demand Forecasting Methods: A Case Study of Ecuadorian Textile Industry. LOD (2) 2020: 131-142 - [c64]Israel David Herrera-Granda
, Leandro Leonardo Lorente-Leyva
, Diego Hernán Peluffo-Ordóñez
, M. M. E. Alemany
:
A Forecasting Model to Predict the Demand of Roses in an Ecuadorian Small Business Under Uncertain Scenarios. LOD (2) 2020: 245-258 - [c63]Pamela E. Godoy-Trujillo, Paul D. Rosero-Montalvo, Luis E. Suárez-Zambrano
, Diego Hernán Peluffo-Ordóñez
, Edgardo Javier Revelo-Fuelagán:
A New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study. SAI (1) 2020: 416-425
2010 – 2019
- 2019
- [c62]C. Duque-Mejía, Miguel A. Becerra
, C. Zapata-Hernández, Cristian Mejía-Arboleda, Andrés Eduardo Castro-Ospina, Edilson Delgado-Trejos
, Diego Hernán Peluffo-Ordóñez
, Paul D. Rosero-Montalvo
, Javier Revelo-Fuelagán:
Cardiac Murmur Effects on Automatic Segmentation of ECG Signals for Biometric Identification: Preliminary Study. ACIIDS (1) 2019: 269-279 - [c61]D. Bastidas Torres, C. Piñeros Rodriguez, Diego Hernán Peluffo-Ordóñez
, X. P. Blanco-Valencia
, Javier Revelo-Fuelagán, Miguel A. Becerra
, Andrés Eduardo Castro-Ospina, Leandro Leonardo Lorente-Leyva
:
Adaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors. ACIIDS (1) 2019: 339-350 - [c60]J. F. Gómez-Lara, O. A. Ordóñez-Bolaños, Miguel A. Becerra
, Andrés Eduardo Castro-Ospina, Cristian Mejía-Arboleda, C. Duque-Mejía, J. Rodriguez, Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez
:
Feature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals. ACIIDS (1) 2019: 351-362 - [c59]Erick P. Herrera-Granda
, Jorge A. Caraguay-Procel, Pedro D. Granda-Gudiño
, Israel David Herrera-Granda
, Leandro Leonardo Lorente-Leyva
, Diego Hernán Peluffo-Ordóñez
, Javier Revelo-Fuelagán:
Drowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye. ACIIDS (1) 2019: 626-637 - [c58]Emil Vega-Gualán, Andrés Vargas, Miguel A. Becerra
, Ana Cristina Umaquinga-Criollo
, Jaime Riascos, Diego Hernán Peluffo-Ordóñez
:
Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System. BI 2019: 189-198 - [c57]Leandro Leonardo Lorente-Leyva
, Jefferson R. Murillo-Valle, Yakcleem Montero-Santos
, Israel David Herrera-Granda
, Erick P. Herrera-Granda
, Paul D. Rosero-Montalvo
, Diego Hernán Peluffo-Ordóñez
, Xiomara P. Blanco-Valencia
:
Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm. HAIS 2019: 674-685 - [c56]Paul D. Rosero-Montalvo
, Vivian F. López Batista
, Diego Hernán Peluffo-Ordóñez
, Leandro Leonardo Lorente-Leyva
, X. P. Blanco-Valencia
:
Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study. HAIS 2019: 686-696 - [c55]Edgar Maya-Olalla
, Hernán Domínguez-Limaico, Carlos Vásquez-Ayala, Edgar Jaramillo-Vinueza
, Oscar Marcelo Zambrano Vizuete
, Alexandra Jácome-Ortega
, Paul D. Rosero-Montalvo
, Diego Hernán Peluffo-Ordóñez
:
A New Approach of Service Platform for Water Optimization in Lettuce Crops Using Wireless Sensor Network. IntelliSys (2) 2019: 1-13 - [c54]Israel David Herrera-Granda
, Joselyn A. Chicaiza-Ipiales, Erick P. Herrera-Granda
, Leandro Leonardo Lorente-Leyva
, Jorge A. Caraguay-Procel, Iván D. García-Santillán
, Diego Hernán Peluffo-Ordóñez
:
Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case Study. IWANN (2) 2019: 362-373 - [c53]Miguel Alberto Becerra
, Edwin Londoño-Delgado, Oscar I. Botero-Henao
, Diana Marín-Castrillón, Cristian Mejía-Arboleda, Diego Hernán Peluffo-Ordóñez
:
Low Resolution Electroencephalographic-Signals-Driven Semantic Retrieval: Preliminary Results. IWBBIO (2) 2019: 333-342 - [c52]Edwin Londoño-Delgado, Miguel Alberto Becerra
, Carolina M. Duque-Mejía, Juan Camilo Zapata
, Cristian Mejía-Arboleda, Andrés Eduardo Castro-Ospina, Diego Hernán Peluffo-Ordóñez
:
Non-generalized Analysis of the Multimodal Signals for Emotion Recognition: Preliminary Results. IWBBIO (2) 2019: 363-373 - [c51]Paul D. Rosero-Montalvo
, Vivian F. López Batista
, Diego Hernán Peluffo-Ordóñez
, Vanessa C. Erazo-Chamorro, Ricardo P. Arciniega-Rocha
:
Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision. IWINAC (2) 2019: 234-243 - [c50]O. A. Ordóñez-Bolaños, J. F. Gómez-Lara, Miguel A. Becerra
, Diego Hernán Peluffo-Ordóñez
, C. M. Duque-Mejía
, D. Medrano-David
, Cristian Mejía-Arboleda:
Recognition of emotions using ICEEMD-based characterization of multimodal physiological signals. LASCAS 2019: 113-116 - [d3]Wilmer Champutiz
, Paul D. Rosero-Montalvo, Edison A. Fuentes-Hernández, Diego Peluffo:
Roses greenhouse cultivation database repository (RosesGreenhDB). IEEE DataPort, 2019 - [d2]Edison A. Fuentes-Hernández
, Paul D. Rosero-Montalvo
, Diego Peluffo:
Footstep analysis using Pressure Sensors. IEEE DataPort, 2019 - [d1]Paul D. Rosero-Montalvo
, Diego Hernán Peluffo-Ordóñez:
Alcohol Detection in Drivers by Sensors and Computer Vision. IEEE DataPort, 2019 - 2018
- [j4]Luz Marina Sierra Martínez
, Carlos Alberto Cobos Lozada
, Juan Carlos Corrales-Muñoz, Tulio Rojas Curieux
, Enrique Herrera-Viedma, Diego Hernán Peluffo-Ordóñez
:
Building a Nasa Yuwe Language Corpus and Tagging with a Metaheuristic Approach. Computación y Sistemas 22(3) (2018) - [c49]Israel David Herrera-Granda
, Leandro Leonardo Lorente-Leyva
, Diego Hernán Peluffo-Ordóñez
, Robert M. Valencia-Chapi
, Yakcleem Montero-Santos
, Jorge L. Chicaiza-Vaca, Andrés Eduardo Castro-Ospina
:
Optimization of the University Transportation by Contraction Hierarchies Method and Clustering Algorithms. HAIS 2018: 95-107 - [c48]Andrés Eduardo Castro-Ospina
, A. M. Correa-Mira, Israel David Herrera-Granda
, Diego Hernán Peluffo-Ordóñez
, Hermes Alexander Fandiño Toro
:
Fingertips Segmentation of Thermal Images and Its Potential Use in Hand Thermoregulation Analysis. HAIS 2018: 455-463 - [c47]Iván D. García-Santillán
, Diego Hernán Peluffo-Ordóñez
, Víctor Caranqui
, Marco Pusdá, Fernando Garrido
, Pedro Granda:
Computer Vision-Based Method for Automatic Detection of Crop Rows in Potato Fields. ICITS 2018: 355-366 - [c46]Miguel A. Becerra
, C. Duque-Mejía
, C. Zapata-Hernández, Diego Hernán Peluffo-Ordóñez
, L. Serna-Guarín, Edilson Delgado-Trejos
, Edgardo Javier Revelo-Fuelagán, X. P. Blanco-Valencia
:
Exploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems. IDEAL (1) 2018: 410-418 - [c45]Jose Alejandro Salazar-Castro, D. F. Peña-Unigarro, Cielo K. Basante-Villota, C. Ortega, Lilian Dayana Cruz-Cruz
, Edgardo Javier Revelo-Fuelagán, X. P. Blanco-Valencia
, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez
:
Generalized Low-Computational Cost Laplacian Eigenmaps. IDEAL (1) 2018: 661-669 - [c44]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:
Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors. ISNN 2018: 318-328 - [c43]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:
A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction. ISNN 2018: 557-567 - [c42]Cielo K. Basante-Villota, Carlos M. Ortega-Castillo, Diego Fernando Peña-Unigarro, Edgardo Javier Revelo-Fuelagán, Jose Alejandro Salazar-Castro, MacArthur Ortega-Bustamante
, Paul D. Rosero-Montalvo
, Laura Stella Vega-Escobar, Diego Hernán Peluffo-Ordóñez
:
Angle-Based Model for Interactive Dimensionality Reduction and Data Visualization. IWAIPR 2018: 149-157 - [c41]Miguel A. Becerra
, Edwin Londoño-Delgado, Sonia M. Pelaez-Becerra, Andrés Eduardo Castro-Ospina, Cristian Mejía-Arboleda, Julián Durango, Diego Hernán Peluffo-Ordóñez
:
Electroencephalographic Signals and Emotional States for Tactile Pleasantness Classification. IWAIPR 2018: 309-316 - [c40]Laura Lasso-Arciniegas, Andres Viveros-Melo, Jose Alejandro Salazar-Castro, Miguel A. Becerra
, Andrés Eduardo Castro-Ospina, Edgardo Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez
:
Movement Identification in EMG Signals Using Machine Learning: A Comparative Study. IWAIPR 2018: 368-375 - [c39]X. P. Blanco-Valencia
, D. Bastidas Torres, C. Piñeros Rodriguez, Diego Hernán Peluffo-Ordóñez
, Miguel A. Becerra
, Andrés Eduardo Castro-Ospina
:
Case-Based Reasoning Systems for Medical Applications with Improved Adaptation and Recovery Stages. IWBBIO (1) 2018: 26-38 - [c38]Fabián M. Lopez-Chamorro, Andrés F. Arciniegas-Mejía, David Esteban Imbajoa-Ruiz, Paul D. Rosero-Montalvo
, Pedro García
, Andrés Eduardo Castro-Ospina
, Antonio Acosta, Diego Hernán Peluffo-Ordóñez
:
Cardiac Pulse Modeling Using a Modified van der Pol Oscillator and Genetic Algorithms. IWBBIO (1) 2018: 96-106 - [c37]Jose Alejandro Salazar-Castro, Ana Cristina Umaquinga-Criollo
, Lilian Dayana Cruz-Cruz
, Luis Omar Alpala-Alpala
, Catalina González-Castaño
, Miguel A. Becerra-Botero
, Diego Hernán Peluffo-Ordóñez
, César Germán Castellanos-Domínguez:
Advances in Homotopy Applied to Object Deformation. IWBBIO (2) 2018: 231-242 - [c36]Miguel Alberto Becerra
, Karla C. Alvarez-Uribe
, Diego Hernán Peluffo-Ordóñez
:
Low Data Fusion Framework Oriented to Information Quality for BCI Systems. IWBBIO (2) 2018: 289-300 - [c35]Henry Jhoán Areiza-Laverde
, Andrés Eduardo Castro-Ospina
, Diego Hernán Peluffo-Ordóñez
:
Voice Pathology Detection Using Artificial Neural Networks and Support Vector Machines Powered by a Multicriteria Optimization Algorithm. WEA (1) 2018: 148-159 - 2017
- [c34]O. R. Oña-Rocha, O. T. Sánchez-Manosalvas, Ana Cristina Umaquinga-Criollo
, P. D. Rosero-Montalvo
, Luis E. Suárez-Zambrano
, José Luis Rodríguez-Sotelo
, Diego Hernán Peluffo-Ordóñez
:
Automatic Motion Segmentation via a Cumulative Kernel Representation and Spectral Clustering. IDEAL 2017: 406-414 - [c33]M. Moreno-Revelo, M. Ortega-Adarme, Diego Hernán Peluffo-Ordóñez
, Karla C. Alvarez-Uribe
, Miguel A. Becerra
:
Comparison Among Physiological Signals for Biometric Identification. IDEAL 2017: 436-443 - [c32]D. F. Peña-Unigarro, P. Rosero-Montalvo
, Edgardo Javier Revelo-Fuelagán, Juan A. Castro-Silva, Juan C. Alvarado-Pérez, Roberto Therón
, C. M. Ortega-Bustamante, Diego Hernán Peluffo-Ordóñez
:
Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations. IDEAL 2017: 461-469 - [c31]P. D. Rosero-Montalvo
, D. F. Peña-Unigarro, Diego Hernán Peluffo-Ordóñez
, Juan A. Castro-Silva, Ana Cristina Umaquinga-Criollo
, E. A. Rosero-Rosero:
Data Visualization Using Interactive Dimensionality Reduction and Improved Color-Based Interaction Model. IWINAC (2) 2017: 289-298 - [c30]José Luis Rodríguez-Sotelo
, Alejandro Osorio-Forero, Alejandro Jiménez-Rodríguez, Francia Restrepo de Mejía, Diego Hernán Peluffo-Ordóñez
, Jorge Serrano
:
Sleep Stages Clustering Using Time and Spectral Features of EEG Signals - An Unsupervised Approach. IWINAC (1) 2017: 444-455 - [c29]José Luis Rodríguez-Sotelo
, Diego Hernán Peluffo-Ordóñez
, D. López-Londoño
, Andrés Eduardo Castro-Ospina
:
Segment Clustering for Holter Recordings Analysis. IWINAC (1) 2017: 456-463 - 2016
- [c28]P. Rosero-Montalvo
, P. Diaz, Jose Alejandro Salazar-Castro, D. F. Peña-Unigarro, Andres J. Anaya-Isaza, Juan C. Alvarado-Pérez, Roberto Therón
, Diego Hernán Peluffo-Ordóñez
:
Interactive Data Visualization Using Dimensionality Reduction and Similarity-Based Representations. CIARP 2016: 334-342 - [c27]David Esteban Imbajoa-Ruiz, I. D. Gustin, M. Bolaños-Ledezma, Andrés F. Arciniegas-Mejía, F. A. Guasmayan-Guasmayan, M. J. Bravo-Montenegro, Andrés Eduardo Castro-Ospina
, Diego Hernán Peluffo-Ordóñez
:
Multi-labeler Classification Using Kernel Representations and Mixture of Classifiers. CIARP 2016: 343-351 - [c26]Miguel A. Becerra
, Marcela Bedoya Sánchez, Jacobo García Carvajal, Jaime Alberto Guzmán Luna
, Diego Hernán Peluffo-Ordóñez
, Catalina Tobón
:
Data Fusion from Multiple Stations for Estimation of PM2.5 in Specific Geographical Location. CIARP 2016: 426-433 - [c25]Diego Hernán Peluffo-Ordóñez
, Miguel A. Becerra
, Andrés Eduardo Castro-Ospina
, X. P. Blanco-Valencia
, Juan C. Alvarado-Pérez, Roberto Therón
, Andres J. Anaya-Isaza:
On the Relationship Between Dimensionality Reduction and Spectral Clustering from a Kernel Viewpoint. DCAI 2016: 255-264 - [c24]Carlos Andrés Duarte-Salazar, Andrés Orozco-Duque
, Catalina Tobón
, Diego Hernán Peluffo-Ordóñez
, Jaime Alberto Guzmán Luna
, Miguel A. Becerra
:
Comparison between unipolar and bipolar electrograms for detecting rotor tip from 2D fibrillation model using image fusion. A simulation study. LA-CCI 2016: 1-6 - [c23]Jose Alejandro Salazar-Castro, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez
, Paul D. Rosero-Montalvo
, Hernán Mauricio Domínguez-Limaico
, Juan C. Alvarado-Pérez, Roberto Therón
:
Dimensionality reduction for interactive data visualization via a Geo-Desic approach. LA-CCI 2016: 1-6 - 2015
- [j3]John Aldo Lee
, Diego Hernán Peluffo-Ordóñez
, Michel Verleysen
:
Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure. Neurocomputing 169: 246-261 (2015) - [c22]Diego Hernán Peluffo-Ordóñez
, Andrés Eduardo Castro-Ospina
, Juan Carlos Alvarado-Pérez, Edgardo Javier Revelo-Fuelagán:
Multiple Kernel Learning for Spectral Dimensionality Reduction. CIARP 2015: 626-634 - [c21]Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez
:
Artificial and Natural Intelligence Integration. DCAI 2015: 167-173 - [c20]Diego Hernán Peluffo-Ordóñez, Juan Carlos Alvarado-Pérez, John Aldo Lee, Michel Verleysen:
Geometrical homotopy for data visualization. ESANN 2015 - [c19]Diego Hernán Peluffo-Ordóñez
, Juan C. Alvarado-Pérez, Andrés Eduardo Castro-Ospina
:
On the Spectral Clustering for Dynamic Data. IWINAC (2) 2015: 148-155 - 2014
- [j2]José Luis Rodríguez-Sotelo
, Alejandro Osorio-Forero, Alejandro Jiménez-Rodríguez, David Cuesta-Frau
, Eva M. Cirugeda-Roldán
, Diego Hernán Peluffo-Ordóñez
:
Automatic Sleep Stages Classification Using EEG Entropy Features and Unsupervised Pattern Analysis Techniques. Entropy 16(12): 6573-6589 (2014) - [c18]Diego Hernán Peluffo-Ordóñez, Cristian Castro Hoyos, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering. CIARP 2014: 408-415 - [c17]Diego Hernán Peluffo-Ordóñez
, John Aldo Lee
, Michel Verleysen
:
Generalized kernel framework for unsupervised spectral methods of dimensionality reduction. CIDM 2014: 171-177 - [c16]John Aldo Lee, Diego Hernán Peluffo-Ordóñez, Michel Verleysen:
Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction. ESANN 2014 - [c15]Diego Hernán Peluffo-Ordóñez, Carlos Alzate, Johan A. K. Suykens, Germán Castellanos-Domínguez:
Optimal Data Projection for Kernel Spectral Clustering. ESANN 2014 - [c14]Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen:
Recent methods for dimensionality reduction: A brief comparative analysis. ESANN 2014 - [c13]Diego Hernán Peluffo-Ordóñez, Santiago Murillo Rendón, Julián D. Arias-Londoño, Germán Castellanos-Domínguez:
A multi-class extension for multi-labeler support vector machines. ESANN 2014 - [c12]Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen, José L. Rodríguez, Germán Castellanos-Domínguez:
Unsupervised Relevance Analysis for Feature Extraction and Selection - A Distance-based Approach for Feature Relevance. ICPRAM 2014: 310-315 - [c11]Diego Hernán Peluffo-Ordóñez
, John Aldo Lee
, Michel Verleysen
:
Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding. WSOM 2014: 65-74 - 2013
- [c10]Diego Hernán Peluffo-Ordóñez
, Sergio García-Vega, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
:
Kernel Spectral Clustering for Dynamic Data. CIARP (1) 2013: 238-245 - [c9]Andrés Eduardo Castro-Ospina
, Cristian Castro Hoyos, Diego Hernán Peluffo-Ordóñez
, Germán Castellanos-Domínguez
:
Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering. EMBC 2013: 7076-7079 - [c8]Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Diego Chavez-Chamorro, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Normalized cuts clustering with prior knowledge and a pre-clustering stage. ESANN 2013 - [c7]Santiago Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez:
support vector machine-based aproach for multi-labelers problems. ESANN 2013 - [c6]Diego Hernán Peluffo-Ordóñez
, Sergio García-Vega, Rocco Langone
, Johan A. K. Suykens
, Germán Castellanos-Domínguez
:
Kernel spectral clustering for dynamic data using multiple kernel learning. IJCNN 2013: 1-6 - [c5]Diego Hernán Peluffo-Ordóñez
, Sergio García-Vega, César Germán Castellanos-Domínguez
:
Kernel Spectral Clustering for Motion Tracking: A First Approach. IWINAC (1) 2013: 264-273 - [c4]S. Murillo Rendón
, Diego Hernán Peluffo-Ordóñez
, Julián D. Arias-Londoño
, César Germán Castellanos-Domínguez
:
Multi-labeler Analysis for Bi-class Problems Based on Soft-Margin Support Vector Machines. IWINAC (1) 2013: 274-282 - 2012
- [j1]José Luis Rodríguez-Sotelo
, Diego Hernán Peluffo-Ordóñez
, David Cuesta-Frau
, Germán Castellanos-Domínguez
:
Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering. Comput. Methods Programs Biomed. 108(1): 250-261 (2012) - [c3]Diego Hernán Peluffo-Ordóñez
, Carlos Daniel Acosta-Medina
, César Germán Castellanos-Domínguez
:
An Improved Multi-Class Spectral Clustering Based on Normalized Cuts. CIARP 2012: 130-137 - [c2]Diego Hernán Peluffo-Ordóñez
, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
:
Effect of latency on clustering of P300 recordings for ADHD discrimination. EMBC 2012: 5202-5205 - [c1]Santiago Molina-Giraldo, Andrés Marino Álvarez-Meza, Diego Hernán Peluffo-Ordóñez
, Germán Castellanos-Domínguez
:
Image Segmentation Based on Multi-Kernel Learning and Feature Relevance Analysis. IBERAMIA 2012: 501-510
Coauthor Index
aka: Juan Carlos Alvarado-Pérez
aka: César Germán Castellanos-Domínguez
aka: Javier Revelo-Fuelagán

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