Diego Hernán Peluffo-Ordóñez

108 papers B 9C 16Misc 8Journal 23Unranked 52

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Systematic Review of Recent Models for Agri-Food Supply Chain Management With Emphasis on the Application of Artificial Intelligence and Sustainability. IEEE Access Israel David Herrera-Granda, María del Mar Eva Alemany Díaz, Diego Hernán Peluffo-Ordóñez, Erick P. Herrera-Granda, Giovanni D'Ambrosio
2026	J	`jnl`	Cutting-edge Solutions in Applied Informatics. SN Comput. Sci. Hector Florez, Diego Hernán Peluffo-Ordóñez
2026	J	`jnl`	Multiple Inputs and Mixwd data for Alzheimer's Disease Classification Based on 3D Vision Transformer. CoRR Juan A. Castro-Silva, María N. Moreno García, Diego Hernán Peluffo-Ordóñez
2025	J	`jnl`	Correction: Rosero-Montalvo et al. A New Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications. Information 2022, 13, 241. Inf. Paul D. Rosero-Montalvo, Vivian F. López Batista, Diego Hernán Peluffo-Ordóñez
2025	J	`jnl`	Evaluating the RISCV-EC: A Comparative Analysis of Instruction Efficiency and Power Performance for Edge Computing. SN Comput. Sci. Víctor Asanza, Guillermo Montesdeoca, Rebeca Estrada, Dagoberto Mayorca-Torres, Hicham M. Safhi, Diego Hernán Peluffo-Ordóñez
2025	J	`jnl`	Systematic review of computational techniques, dataset utilization, and feature extraction in electrocardiographic imaging. Medical Biol. Eng. Comput. Dagoberto Mayorca-Torres, Alejandro J. León-Salas, Diego Hernán Peluffo-Ordóñez
2024	J	`jnl`	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. Leandro Leonardo Lorente-Leyva, M. M. E. Alemany, Diego Hernán Peluffo-Ordóñez
2024	C	`conf`	Instance Selection Framework for Alzheimer's Disease Classification Using Multiple Regions of Interest and Atlas Integration. ICPRAM Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
2024	J	`jnl`	Joint Exploration of Kernel Functions Potential for Data Representation and Classification: A First Step Toward Interactive Interpretable Dimensionality Reduction. SN Comput. Sci. Yahya Aalaila, Ismail Bachchar, Hind Raki, Sami Bamansour, Mouad Elhamdi, Kaoutar Benghzial, MacArthur Ortega-Bustamante, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
2024	—	`conf`	Kernelized Extension for Multiple-Expert-Learning Classifiers Using Support Vector Machines. SAI (4) Mohammed Bajja, Yahya Aalaila, Ana Cristina Umaquinga-Criollo, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
2023	J	`jnl`	A Novel Linear-Model-Based Methodology for Predicting the Directional Movement of the Euro-Dollar Exchange Rate. IEEE Access Mauricio Argotty-Erazo, Antonio Blázquez-Zaballos, Carlos A. Argoty-Eraso, Leandro Leonardo Lorente-Leyva, Nadia N. Sánchez-Pozo, Diego Hernán Peluffo-Ordóñez
2023	—	`conf`	Exploring the Potential of Genetic Algorithms for Optimizing Academic Schedules at the School of Mechatronic Engineering: Preliminary Results. ICAI Johan Alarcón, Samantha Buitrón, Alexis Carrillo, Mateo Chuquimarca, Alexis Ortiz, Robinson Guachi, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
2023	—	`conf`	Interactive Information Visualization Models: A Systematic Literature Review. ICCSA (1) MacArthur Ortega-Bustamante, Waldo Hasperué, Diego Hernán Peluffo-Ordóñez, Daisy Imbaquingo, Hind Raki, Yahya Aalaila, Mouad Elhamdi, Lorena Guachi-Guachi
2023	J	`jnl`	Positive invariant regions for a modified Van Der Pol equation modeling heart action. Appl. Math. Comput. Antonio Acosta, R. Gallo, Pedro García, Diego Hernán Peluffo-Ordóñez
2022	—	`conf`	A Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study. ICAI Rafael Fuenmayor, Martín Larrea, Mario Moncayo, Esteban Moya, Sebastián Trujillo, Juan-Diego Terneus, Robinson Guachi, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
2022	J	`jnl`	A New Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications. Inf. Paul D. Rosero-Montalvo, Vivian F. López Batista, Diego Hernán Peluffo-Ordóñez
2022	J	`jnl`	Air Pollution Monitoring Using WSN Nodes with Machine Learning Techniques: A Case Study. Log. J. IGPL Paul D. Rosero-Montalvo, Vivian F. López Batista, Ricardo P. Arciniega-Rocha, Diego Hernán Peluffo-Ordóñez
2022	—	`conf`	Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches. ICAI Hind Raki, Juan González-Vergara, Yahya Aalaila, Mouad Elhamdi, Sami Bamansour, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
2022	—	`conf`	ECG-Based Heartbeat Classification for Arrhythmia Detection Using Artificial Neural Networks. ICCSA (2) Eduardo Cepeda, Nadia N. Sánchez-Pozo, Diego Hernán Peluffo-Ordóñez, Juan González-Vergara, Diego Almeida-Galárraga
2022	J	`jnl`	Electromiographic Signal Processing Using Embedded Artificial Intelligence: An Adaptive Filtering Approach. Int. J. Interact. Multim. Artif. Intell. Daniel Proaño-Guevara, Xiomara Patricia Blanco-Valencia, Paul D. Rosero-Montalvo, Diego Hernán Peluffo-Ordóñez
2022	J	`jnl`	Identification of Lower-Limb Motor Tasks via Brain-Computer Interfaces: A Topical Overview. Sensors Víctor Asanza, Enrique Peláez, Francis R. Loayza, Leandro Leonardo Lorente-Leyva, Diego Hernán Peluffo-Ordóñez
2022	—	`conf`	Impact of ECG Signal Preprocessing and Filtering on Arrhythmia Classification Using Machine Learning Techniques. IBERAMIA Hermes Andrés Ayala-Cucas, Edison Alexander Mora-Piscal, Dagoberto Mayorca-Torres, Diego Hernán Peluffo-Ordóñez, Alejandro J. León-Salas
2022	C	`conf`	Instance Selection on CNNs for Alzheimer's Disease Classification from MRI. ICPRAM Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez
2021	—	`conf`	A Chatterbot Based on Genetic Algorithm: Preliminary Results. ICAI Cristian Orellana, Martín Tobar, Jeremy Yazán, Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi
2021	J	`jnl`	Addressing the Data Acquisition Paradigm in the Early Detection of Pediatric Foot Deformities. Sensors Paul D. Rosero-Montalvo, Edison A. Fuentes-Hernández, Manuel Eugenio Morocho Cayamcela, Luz Marina Sierra Martínez, Diego Hernán Peluffo-Ordóñez
2021	Misc	`conf`	Algorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Predictive Models. HAIS Nadia N. Sánchez-Pozo, Sergi Trilles-Oliver, Albert Solé-Ribalta, Leandro Leonardo Lorente-Leyva, Dagoberto Mayorca-Torres, Diego Hernán Peluffo-Ordóñez
2021	J	`jnl`	Comparison of Current Deep Convolutional Neural Networks for the Segmentation of Breast Masses in Mammograms. IEEE Access Andres J. Anaya-Isaza, Leonel Mera-Jiménez, Johan Manuel Cabrera-Chavarro, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez, Jorge Iván Ríos Patiño
2021	B	`conf`	Demand Forecasting for Textile Products Using Statistical Analysis and Machine Learning Algorithms. ACIIDS Leandro Leonardo Lorente-Leyva, M. M. E. Alemany, Diego Hernán Peluffo-Ordóñez, Roberth A. Araujo
2021	C	`conf`	Developments on Support Vector Machines for Multiple-Expert Learning. IDEAL Ana Cristina Umaquinga-Criollo, Juan D. Tamayo-Quintero, María N. Moreno García, Yahya Aalaila, Diego Hernán Peluffo-Ordóñez
2021	—	`conf`	Generalized Spectral Dimensionality Reduction Based on Kernel Representations and Principal Component Analysis. ICCSA (4) MacArthur Ortega-Bustamante, Waldo Hasperué, Diego Hernán Peluffo-Ordóñez, Juan González-Vergara, Josué Marín-Gaviño, Martín Vélez-Falconí
2021	J	`jnl`	Information Quality Assessment for Data Fusion Systems. Data Miguel A. Becerra, Catalina Tobón, Andrés Eduardo Castro-Ospina, Diego Hernán Peluffo-Ordóñez
2021	—	`conf`	Sign Language Recognition Using Leap Motion Based on Time-Frequency Characterization and Conventional Machine Learning Techniques. ICAI D. López-Albán, A. López-Barrera, Dagoberto Mayorca-Torres, Diego Hernán Peluffo-Ordóñez
2021	—	`conf`	Unsupervised Barter Model Based on Natural Human Interaction. ACIIDS (Companion) Yasmany Fernández-Fernández, Leandro Leonardo Lorente-Leyva, Diego Hernán Peluffo-Ordóñez, Ridelio Miranda Pérez, Elia N. Cabrera Álvarez
2020	—	`conf`	A Comparison of Machine Learning and Classical Demand Forecasting Methods: A Case Study of Ecuadorian Textile Industry. LOD (2) Leandro Leonardo Lorente-Leyva, M. M. E. Alemany, Diego Hernán Peluffo-Ordóñez, Israel David Herrera-Granda
2020	—	`conf`	A Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results. ICAI J. González-Vergara, D. Escobar-González, D. Chaglla-Aguagallo, Diego Hernán Peluffo-Ordóñez
2020	—	`conf`	A Forecasting Model to Predict the Demand of Roses in an Ecuadorian Small Business Under Uncertain Scenarios. LOD (2) Israel David Herrera-Granda, Leandro Leonardo Lorente-Leyva, Diego Hernán Peluffo-Ordóñez, M. M. E. Alemany
2020	—	`conf`	A New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study. SAI (1) Pamela E. Godoy-Trujillo, Paul D. Rosero-Montalvo, Luis E. Suárez-Zambrano, Diego Hernán Peluffo-Ordóñez, Edgardo Javier Revelo-Fuelagán
2020	J	`jnl`	Environment Monitoring of Rose Crops Greenhouse Based on Autonomous Vehicles with a WSN and Data Analysis. Sensors Paul D. Rosero-Montalvo, Vanessa C. Erazo-Chamorro, Vivian F. López Batista, María N. Moreno García, Diego Hernán Peluffo-Ordóñez
2020	J	`jnl`	Intelligent WSN System for Water Quality Analysis Using Machine Learning Algorithms: A Case Study (Tahuando River from Ecuador). Remote. Sens. Paul D. Rosero-Montalvo, Vivian F. López Batista, Jaime Riascos, Diego Hernán Peluffo-Ordóñez
2020	—	`conf`	Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization. ICCSA (2) 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
2020	—	`conf`	Inverse Data Visualization Framework (IDVF): Towards a Prior-Knowledge-Driven Data Visualization. ICAI M. Vélez-Falconí, J. González-Vergara, Diego Hernán Peluffo-Ordóñez
2020	Misc	`conf`	Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts. HAIS Ana Cristina Umaquinga-Criollo, Juan D. Tamayo-Quintero, María N. Moreno García, Jaime Riascos, Diego Hernán Peluffo-Ordóñez
2019	—	`conf`	A New Approach of Service Platform for Water Optimization in Lettuce Crops Using Wireless Sensor Network. IntelliSys (2) 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
2019	—	`conf`	Adaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors. ACIIDS (1) 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
2019	—	`conf`	Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case Study. IWANN (2) 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
2019	—	`conf`	Cardiac Murmur Effects on Automatic Segmentation of ECG Signals for Biometric Identification: Preliminary Study. ACIIDS (1) 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
2019	—	`conf`	Drowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye. ACIIDS (1) 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
2019	—	`conf`	Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System. BI Emil Vega-Gualán, Andrés Vargas, Miguel A. Becerra, Ana Cristina Umaquinga-Criollo, Jaime Riascos, Diego Hernán Peluffo-Ordóñez
2019	—	`conf`	Feature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals. ACIIDS (1) 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
2019	—	`conf`	Low Resolution Electroencephalographic-Signals-Driven Semantic Retrieval: Preliminary Results. IWBBIO (2) Miguel Alberto Becerra, Edwin Londoño-Delgado, Oscar I. Botero-Henao, Diana Marín-Castrillón, Cristian Mejía-Arboleda, Diego Hernán Peluffo-Ordóñez
2019	—	`conf`	Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision. IWINAC (2) Paul D. Rosero-Montalvo, Vivian F. López Batista, Diego Hernán Peluffo-Ordóñez, Vanessa C. Erazo-Chamorro, Ricardo P. Arciniega-Rocha
2019	—	`conf`	Non-generalized Analysis of the Multimodal Signals for Emotion Recognition: Preliminary Results. IWBBIO (2) Edwin Londoño-Delgado, Miguel Alberto Becerra, Carolina M. Duque-Mejía, Juan Camilo Zapata, Cristian Mejía-Arboleda, Andrés Eduardo Castro-Ospina, Diego Hernán Peluffo-Ordóñez
2019	Misc	`conf`	Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm. HAIS 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
2019	—	`conf`	Recognition of emotions using ICEEMD-based characterization of multimodal physiological signals. LASCAS 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
2019	Misc	`conf`	Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study. HAIS Paul D. Rosero-Montalvo, Vivian F. López Batista, Diego Hernán Peluffo-Ordóñez, Leandro Leonardo Lorente-Leyva, X. P. Blanco-Valencia
2018	C	`conf`	A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction. ISNN 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
2018	—	`conf`	Advances in Homotopy Applied to Object Deformation. IWBBIO (2) 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
2018	—	`conf`	Angle-Based Model for Interactive Dimensionality Reduction and Data Visualization. IWAIPR 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
2018	J	`jnl`	Building a Nasa Yuwe Language Corpus and Tagging with a Metaheuristic Approach. Computación y Sistemas Luz Marina Sierra Martínez, Carlos Alberto Cobos Lozada, Juan Carlos Corrales-Muñoz, Tulio Rojas Curieux, Enrique Herrera-Viedma, Diego Hernán Peluffo-Ordóñez
2018	—	`conf`	Cardiac Pulse Modeling Using a Modified van der Pol Oscillator and Genetic Algorithms. IWBBIO (1) 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
2018	—	`conf`	Case-Based Reasoning Systems for Medical Applications with Improved Adaptation and Recovery Stages. IWBBIO (1) X. P. Blanco-Valencia, D. Bastidas Torres, C. Piñeros Rodriguez, Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Andrés Eduardo Castro-Ospina
2018	—	`conf`	Computer Vision-Based Method for Automatic Detection of Crop Rows in Potato Fields. ICITS Iván D. García-Santillán, Diego Hernán Peluffo-Ordóñez, Víctor Caranqui, Marco Pusdá, Fernando Garrido, Pedro Granda
2018	C	`conf`	Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors. ISNN 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
2018	—	`conf`	Electroencephalographic Signals and Emotional States for Tactile Pleasantness Classification. IWAIPR Miguel A. Becerra, Edwin Londoño-Delgado, Sonia M. Pelaez-Becerra, Andrés Eduardo Castro-Ospina, Cristian Mejía-Arboleda, Julián Durango, Diego Hernán Peluffo-Ordóñez
2018	—	`conf`	Exploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems. IDEAL (1) Miguel A. Becerra, C. Duque-Mejía, C. Zapata-Hernández, Diego Hernán Peluffo-Ordóñez, Leonardo Serna-Guarín, Edilson Delgado-Trejos, Edgardo Javier Revelo-Fuelagán, X. P. Blanco-Valencia
2018	Misc	`conf`	Fingertips Segmentation of Thermal Images and Its Potential Use in Hand Thermoregulation Analysis. HAIS Andrés Eduardo Castro-Ospina, A. M. Correa-Mira, Israel David Herrera-Granda, Diego Hernán Peluffo-Ordóñez, Hermes Alexander Fandiño Toro
2018	—	`conf`	Generalized Low-Computational Cost Laplacian Eigenmaps. IDEAL (1) 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
2018	—	`conf`	Low Data Fusion Framework Oriented to Information Quality for BCI Systems. IWBBIO (2) Miguel Alberto Becerra, Karla C. Alvarez-Uribe, Diego Hernán Peluffo-Ordóñez
2018	—	`conf`	Movement Identification in EMG Signals Using Machine Learning: A Comparative Study. IWAIPR 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
2018	Misc	`conf`	Optimization of the University Transportation by Contraction Hierarchies Method and Clustering Algorithms. HAIS 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
2018	—	`conf`	Voice Pathology Detection Using Artificial Neural Networks and Support Vector Machines Powered by a Multicriteria Optimization Algorithm. WEA (1) Henry Jhoán Areiza-Laverde, Andrés Eduardo Castro-Ospina, Diego Hernán Peluffo-Ordóñez
2017	C	`conf`	Automatic Motion Segmentation via a Cumulative Kernel Representation and Spectral Clustering. IDEAL 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
2017	C	`conf`	Comparison Among Physiological Signals for Biometric Identification. IDEAL M. Moreno-Revelo, M. Ortega-Adarme, Diego Hernán Peluffo-Ordóñez, Karla C. Alvarez-Uribe, Miguel A. Becerra
2017	—	`conf`	Data Visualization Using Interactive Dimensionality Reduction and Improved Color-Based Interaction Model. IWINAC (2) P. D. Rosero-Montalvo, D. F. Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Juan A. Castro-Silva, Ana Cristina Umaquinga-Criollo, E. A. Rosero-Rosero
2017	C	`conf`	Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations. IDEAL 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
2017	—	`conf`	Segment Clustering for Holter Recordings Analysis. IWINAC (1) José Luis Rodríguez-Sotelo, Diego Hernán Peluffo-Ordóñez, D. López-Londoño, Andrés Eduardo Castro-Ospina
2017	—	`conf`	Sleep Stages Clustering Using Time and Spectral Features of EEG Signals - An Unsupervised Approach. IWINAC (1) José Luis Rodríguez-Sotelo, Alejandro Osorio-Forero, Alejandro Jiménez-Rodríguez, Francia Restrepo de Mejía, Diego Hernán Peluffo-Ordóñez, Jorge Serrano
2016	—	`conf`	Comparison between unipolar and bipolar electrograms for detecting rotor tip from 2D fibrillation model using image fusion. A simulation study. LA-CCI Carlos Andrés Duarte-Salazar, Andrés Orozco-Duque, Catalina Tobón, Diego Hernán Peluffo-Ordóñez, Jaime Alberto Guzmán Luna, Miguel A. Becerra
2016	C	`conf`	Data Fusion from Multiple Stations for Estimation of PM2.5 in Specific Geographical Location. CIARP Miguel A. Becerra, Marcela Bedoya Sánchez, Jacobo García Carvajal, Jaime Alberto Guzmán Luna, Diego Hernán Peluffo-Ordóñez, Catalina Tobón
2016	—	`conf`	Dimensionality reduction for interactive data visualization via a Geo-Desic approach. LA-CCI 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
2016	C	`conf`	Interactive Data Visualization Using Dimensionality Reduction and Similarity-Based Representations. CIARP 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
2016	C	`conf`	Multi-labeler Classification Using Kernel Representations and Mixture of Classifiers. CIARP 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
2016	Misc	`conf`	On the Relationship Between Dimensionality Reduction and Spectral Clustering from a Kernel Viewpoint. DCAI 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
2015	Misc	`conf`	Artificial and Natural Intelligence Integration. DCAI Juan C. Alvarado-Pérez, Diego Hernán Peluffo-Ordóñez
2015	B	`conf`	Geometrical homotopy for data visualization. ESANN Diego Hernán Peluffo-Ordóñez, Juan Carlos Alvarado-Pérez, John Aldo Lee, Michel Verleysen
2015	J	`jnl`	Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure. Neurocomputing John Aldo Lee, Diego Hernán Peluffo-Ordóñez, Michel Verleysen
2015	C	`conf`	Multiple Kernel Learning for Spectral Dimensionality Reduction. CIARP Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Juan Carlos Alvarado-Pérez, Edgardo Javier Revelo-Fuelagán
2015	—	`conf`	On the Spectral Clustering for Dynamic Data. IWINAC (2) Diego Hernán Peluffo-Ordóñez, Juan C. Alvarado-Pérez, Andrés Eduardo Castro-Ospina
2014	B	`conf`	A multi-class extension for multi-labeler support vector machines. ESANN Diego Hernán Peluffo-Ordóñez, Santiago Murillo Rendón, Julián D. Arias-Londoño, Germán Castellanos-Domínguez
2014	J	`jnl`	Automatic Sleep Stages Classification Using EEG Entropy Features and Unsupervised Pattern Analysis Techniques. Entropy José Luis Rodríguez-Sotelo, Alejandro Osorio-Forero, Alejandro Jiménez-Rodríguez, David Cuesta-Frau, Eva M. Cirugeda-Roldán, Diego Hernán Peluffo-Ordóñez
2014	C	`conf`	Generalized kernel framework for unsupervised spectral methods of dimensionality reduction. CIDM Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen
2014	B	`conf`	Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction. ESANN John Aldo Lee, Diego Hernán Peluffo-Ordóñez, Michel Verleysen
2014	B	`conf`	Optimal Data Projection for Kernel Spectral Clustering. ESANN Diego Hernán Peluffo-Ordóñez, Carlos Alzate, Johan A. K. Suykens, Germán Castellanos-Domínguez
2014	C	`conf`	Quadratic Problem Formulation with Linear Constraints for Normalized Cut Clustering. CIARP Diego Hernán Peluffo-Ordóñez, Cristian Castro Hoyos, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2014	B	`conf`	Recent methods for dimensionality reduction: A brief comparative analysis. ESANN Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen
2014	—	`conf`	Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding. WSOM Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen
2014	C	`conf`	Unsupervised Relevance Analysis for Feature Extraction and Selection - A Distance-based Approach for Feature Relevance. ICPRAM Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen, José L. Rodríguez, Germán Castellanos-Domínguez
2013	—	`conf`	Kernel Spectral Clustering for Dynamic Data. CIARP (1) Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
2013	—	`conf`	Kernel Spectral Clustering for Motion Tracking: A First Approach. IWINAC (1) Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, César Germán Castellanos-Domínguez
2013	B	`conf`	Kernel spectral clustering for dynamic data using multiple kernel learning. IJCNN Diego Hernán Peluffo-Ordóñez, Sergio García-Vega, Rocco Langone, Johan A. K. Suykens, Germán Castellanos-Domínguez
2013	—	`conf`	Multi-labeler Analysis for Bi-class Problems Based on Soft-Margin Support Vector Machines. IWINAC (1) S. Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Julián D. Arias-Londoño, César Germán Castellanos-Domínguez
2013	B	`conf`	Normalized cuts clustering with prior knowledge and a pre-clustering stage. ESANN Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Diego Chavez-Chamorro, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2013	—	`conf`	Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering. EMBC Andrés Eduardo Castro-Ospina, Cristian Castro Hoyos, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez
2013	B	`conf`	support vector machine-based aproach for multi-labelers problems. ESANN Santiago Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez
2012	C	`conf`	An Improved Multi-Class Spectral Clustering Based on Normalized Cuts. CIARP Diego Hernán Peluffo-Ordóñez, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez
2012	—	`conf`	Effect of latency on clustering of P300 recordings for ADHD discrimination. EMBC Diego Hernán Peluffo-Ordóñez, Juan David Martínez-Vargas, Germán Castellanos-Domínguez
2012	—	`conf`	Image Segmentation Based on Multi-Kernel Learning and Feature Relevance Analysis. IBERAMIA Santiago Molina-Giraldo, Andrés Marino Álvarez-Meza, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez
2012	J	`jnl`	Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering. Comput. Methods Programs Biomed. José Luis Rodríguez-Sotelo, Diego Hernán Peluffo-Ordóñez, David Cuesta-Frau, Germán Castellanos-Domínguez