Andrés Marino Álvarez-Meza

82 papers A 1B 4C 19Misc 4Journal 38Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Explainable Framework Integrating Local Biplots and Gaussian Processes for Unemployment Rate Prediction in Colombia. Comput. Diego Armando Perez-Rosero, Diego Alejandro Manrique-Cabezas, Jenniffer Carolina Triana-Martinez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	An Interpretable Artificial Intelligence Approach for Reliability and Regulation-Aware Decision Support in Power Systems. Comput. Diego Armando Perez-Rosero, Santiago Pineda-Quintero, Juan Carlos Álvarez-Barreto, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Artificial Intelligence-Driven Mobile Platform for Thermographic Imaging to Support Maternal Health Care. Comput. Lucas Miguel Iturriago-Salas, Jeison Andres Mesa-Sarmiento, Paola Alexandra Castro-Cabrera, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Cross-Dataset Data Augmentation Using UMAP for Deep Learning-Based Wind Speed Prediction. Comput. Eder Arley León-Gómez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Explainable Deep Kernel Learning for Interpretable Automatic Modulation Classification. Comput. Carlos Enrique Mosquera-Trujillo, Juan Camilo Lugo-Rojas, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Notes on Kernel Methods in Machine Learning. CoRR Diego Armando Perez-Rosero, Danna Valentina Salazar-Dubois, Juan Camilo Lugo-Rojas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Pulse-Driven Spin Paradigm for Noise-Aware Quantum Classification. Comput. Carlos Riascos-Moreno, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2025	J	`jnl`	Revolutionizing Data Exchange Through Intelligent Automation: Insights and Trends. Comput. Yeison Nolberto Cardona-Álvarez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2024	J	`jnl`	A Regularized Physics-Informed Neural Network to Support Data-Driven Nonlinear Constrained Optimization. Comput. Diego Armando Perez-Rosero, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
2024	J	`jnl`	Crop Water Status Analysis from Complex Agricultural Data Using UMAP-Based Local Biplot. Remote. Sens. Jenniffer Carolina Triana-Martinez, Andrés Marino Álvarez-Meza, Julián Gil González, Tom De Swaef, Jose Armando Fernandez-Gallego
2023	J	`jnl`	A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments. Sensors Yeison Nolberto Cardona-Álvarez, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, Germán Castellanos-Domínguez
2023	J	`jnl`	Affective Neural Responses Sonified through Labeled Correlation Alignment. Sensors Andrés Marino Álvarez-Meza, Héctor Fabio Torres Cardona, Mauricio Orozco-Alzate, Hernan Dario Perez-Nastar, Germán Castellanos-Domínguez
2023	J	`jnl`	Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification. Sensors Jenniffer Carolina Triana-Martinez, Julián Gil González, Jose Armando Fernandez-Gallego, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
2023	J	`jnl`	Correlated Chained Gaussian Processes for Datasets With Multiple Annotators. IEEE Trans. Neural Networks Learn. Syst. Julián Gil González, Juan-José Giraldo, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutiérrez, Mauricio A. Álvarez
2023	J	`jnl`	Feet Segmentation for Regional Analgesia Monitoring Using Convolutional RFF and Layer-Wise Weighted CAM Interpretability. Comput. Juan Carlos Aguirre-Arango, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2023	J	`jnl`	Kernel-Based Regularized EEGNet Using Centered Alignment and Gaussian Connectivity for Motor Imagery Discrimination. Comput. Mateo Tobón-Henao, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
2023	J	`jnl`	Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity. Sensors Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, David Augusto Cárdenas-Peña, Germán Albeiro Castaño Duque, César Germán Castellanos-Domínguez
2023	J	`jnl`	Semi-supervised Neurocomputing Walter Serna-Serna, Cyril de Bodt, Andrés Marino Álvarez-Meza, John A. Lee, Michel Verleysen, Álvaro-Ángel Orozco-Gutiérrez
2021	J	`jnl`	An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability. Sensors Cristian Kaori Valencia-Marin, Juan Diego Pulgarin-Giraldo, Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	An enhanced and interpretable feature representation approach to support shape classification from binary images. Pattern Recognit. Lett. J. S. Blandon, Álvaro-Ángel Orozco-Gutierrez, Andrés Marino Álvarez-Meza
2021	J	`jnl`	Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires. Sensors Diego Fabian Collazos-Huertas, Luisa Fernanda Velásquez-Martínez, Hernan Dario Perez-Nastar, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation. Sensors Cristian Alfonso Jimenez Castaño, Andrés Marino Álvarez-Meza, Oscar David Aguirre-Ospina, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
2021	J	`jnl`	Single-Trial Kernel-Based Functional Connectivity for Enhanced Feature Extraction in Motor-Related Tasks. Sensors Daniel Guillermo García-Murillo, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	Spatial interpretability of time-frequency relevance optimized in motor imagery discrimination using Deep&Wide networks. Biomed. Signal Process. Control. Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021	J	`jnl`	Tdnn-Based Engine In-Cylinder Pressure Estimation from Shaft Velocity Spectral Representation. Sensors Andrés F. Valencia-Duque, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Héctor Fabio Quintero Riaza
2020	J	`jnl`	CNN-based framework using spatial dropping for enhanced interpretation of neural activity in motor imagery classification. Brain Informatics Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castaño Duque, Germán Castellanos-Domínguez
2020	J	`jnl`	Enhanced automatic twin support vector machine for imbalanced data classification. Pattern Recognit. Cristian Jimenez Castaño, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez
2019	J	`jnl`	AKL-ABC: An Automatic Approximate Bayesian Computation Approach Based on Kernel Learning. Entropy Wilson González-Vanegas, Andrés Marino Álvarez-Meza, J. A. Hernández-Muriel, Álvaro-Ángel Orozco-Gutiérrez
2019	—	`conf`	Infinite Gaussian Fisher Vector to Support Video-Based Human Action Recognition. ISVC (2) Jorge Fernández-Ramírez, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutiérrez, Julián David Echeverry Correa
2018	C	`conf`	A DTW-Based Representation to Support Static Sign Language Recognition from Binary Images. CIARP J. S. Blandon, Andrés Marino Álvarez-Meza, Álvaro Orozco
2018	C	`conf`	A Data Representation Approach to Support Imbalanced Data Classification Based on TWSVM. CIARP Cristian Jimenez, Andrés Marino Álvarez-Meza, Álvaro Orozco
2018	C	`conf`	An Automatic Brain Tumor Segmentation Approach Based on Affinity Clustering. CIARP C. Ramirez, Viviana Gómez-Orozco, Iván De La Pava, Andrés Marino Álvarez-Meza, Julián David Echeverry, Jorge I. Ríos, Álvaro Orozco
2018	C	`conf`	Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning. CIARP Juan Diego Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, Steven Van Vaerenbergh, Ignacio Santamaría, Germán Castellanos-Domínguez
2018	C	`conf`	Gaussian Processes Regression with Multiple Annotators: When the Annotator Performance Is Not Homogeneous. CIARP Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco
2018	J	`jnl`	Learning from multiple annotators using kernel alignment. Pattern Recognit. Lett. Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
2018	J	`jnl`	Supervised kernel approach for automated learning using General Stochastic Networks. Eng. Appl. Artif. Intell. David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2018	Misc	`conf`	Video-Based Human Action Recognition Using Kernel Relevance Analysis. ISVC Jorge Fernández-Ramírez, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
2017	J	`jnl`	Automatic Localization of Deep Stimulation Electrodes Using Trajectory-based Segmentation Approach. CoRR Roger Gomez Nieto, Andrés Marino Álvarez-Meza, Julián David Echeverry Correa, Álvaro Ángel Orozco-Guitiérrez
2017	—	`conf`	Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings. IWINAC (1) Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2017	J	`jnl`	Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity. Neurocomputing Andrés Marino Álvarez-Meza, John Aldo Lee, Michel Verleysen, Germán Castellanos-Domínguez
2017	—	`conf`	Relevant Kinematic Feature Selection to Support Human Action Recognition in MoCap Data. IWINAC (2) Juan D. Pulgarin-Giraldo, A. A. Ruales-Torres, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2017	C	`conf`	Sparse Hilbert Embedding-Based Statistical Inference of Stochastic Ecological Systems. CIARP Wilson González-Vanegas, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
2017	C	`conf`	Volume Rendering by Stochastic Neighbor Embedding-Based 2D Transfer Function Building. CIARP Walter Serna-Serna, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutiérrez
2016	C	`conf`	A Similarity Indicator for Differentiating Kinematic Performance Between Qualified Tennis Players. CIARP Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, L. G. Melo-Betancourt, S. Ramos-Bermudez, Germán Castellanos-Domínguez
2016	J	`jnl`	Automatic graph pruning based on kernel alignment for spectral clustering. Pattern Recognit. Lett. Andrés Marino Álvarez-Meza, Andrés Eduardo Castro-Ospina, Germán Castellanos-Domínguez
2016	J	`jnl`	Background modeling using Object-based Selective Updating and Correntropy adaptation. Image Vis. Comput. Andrés Marino Álvarez-Meza, Santiago Molina-Giraldo, Germán Castellanos-Domínguez
2016	C	`conf`	GMM Background Modeling Using Divergence-Based Weight Updating. CIARP Juan D. Pulgarin-Giraldo, Andrés Marino Álvarez-Meza, David Insuasti-Ceballos, Thierry Bouwmans, Germán Castellanos-Domínguez
2015	—	`conf`	Connectivity Analysis of Motor Imagery Paradigm Using Short-Time Features and Kernel Similarities. IWINAC (1) Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2015	Misc	`conf`	Kernel-Based Feature Relevance Analysis for ECG Beat Classification. IbPRIA Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, Natalia Gaviria Gómez, Germán Castellanos-Domínguez
2015	J	`jnl`	Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage Esther E. Bron, Marion Smits, Wiesje M. van der Flier, Hugo Vrenken, Frederik Barkhof, Philip Scheltens, Janne M. Papma, Rebecca M. E. Steketee, Carolina Méndez Orellana, Rozanna Meijboom, Madalena Pinto, Joana R. Meireles, Carolina Garrett, António J. Bastos-Leite, Ahmed Abdulkadir, Olaf Ronneberger, Nicola Amoroso, Roberto Bellotti, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Chester V. Dolph, Khan M. Iftekharuddin, Simon F. Eskildsen, Pierrick Coupé, Vladimir S. Fonov, Katja Franke
2015	Misc	`conf`	Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks. IbPRIA Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2015	J	`jnl`	Time-series discrimination using feature relevance analysis in motor imagery classification. Neurocomputing Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez
2014	B	`conf`	A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering. ICPR David Cárdenas-Peña, Mauricio Orbes-Arteaga, Andrés Eduardo Castro-Ospina, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	B	`conf`	Correntropy-Based Adaptive Learning to Support Video Surveillance Systems. ICPR Andrés Marino Álvarez-Meza, Santiago Molina-Giraldo, Germán Castellanos-Domínguez
2014	C	`conf`	Estimation of Cyclostationary Codebooks for Kernel Adaptive Filtering. CIARP Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	Misc	`conf`	Functional relevant multichannel kernel adaptive filter for human activity analysis. ICASSP Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez, José Carlos Príncipe
2014	C	`conf`	Kernel-Based Image Representation for Brain MRI Discrimination. CIARP David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	C	`conf`	Neural Decoding Using Kernel-Based Functional Representation of ECoG Recordings. CIARP Sergio García-Vega, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2014	B	`conf`	Recursive Separation of Stationary Components by Subspace Projection and Stochastic Constraints. ICPR Juan David Martínez-Vargas, Cristian Castro Hoyos, Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2014	C	`conf`	Spectral Clustering Using Compactly Supported Graph Building. CIARP Andrés Marino Álvarez-Meza, Andrés Eduardo Castro-Ospina, Germán Castellanos-Domínguez
2014	—	`conf`	Tensor-product kernel-based representation encoding joint MRI view similarity. EMBC Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Andrés Eduardo Castro-Ospina, Mauricio A. Álvarez, Germán Castellanos-Domínguez
2014	C	`conf`	Unsupervised Kernel Function Building Using Maximization of Information Potential Variability. CIARP Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Germán Castellanos-Domínguez
2013	—	`conf`	Automatic Graph Building Approach for Spectral Clustering. CIARP (1) Andrés Eduardo Castro-Ospina, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
2013	B	`conf`	Automatic Singular Spectrum Analysis for Time-Series Decomposition. ESANN Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2013	—	`conf`	Feature relevance analysis supporting automatic motor imagery discrimination in EEG based BCI systems. EMBC Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, 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`	MoCap Data Segmentation and Classification Using Kernel Based Multi-channel Analysis. CIARP (2) Sergio García-Vega, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
2013	—	`conf`	Motor Imagery Classification for BCI Using Common Spatial Patterns and Feature Relevance Analysis. IWINAC (2) Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
2013	—	`conf`	Video Segmentation Framework Based on Multi-kernel Representations and Feature Relevance Analysis for Object Classification. ICPRAM (Selected Papers) Santiago Molina-Giraldo, Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2013	—	`conf`	Video Segmentation Framework by Dynamic Background Modelling. ICIAP (1) Santiago Molina-Giraldo, Andrés Marino Álvarez-Meza, Julio C. García-Álvarez, César Germán Castellanos-Domínguez
2013	C	`conf`	Video Segmentation based on Multi-kernel Learning and Feature Relevance Analysis for Object Classification. ICPRAM Santiago Molina-Giraldo, Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2013	J	`jnl`	Video analysis based on Multi-Kernel Representation with automatic parameter choice. Neurocomputing Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2012	—	`conf`	Biomedical Data Analysis by Supervised Manifold Learning. EMBC Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
2012	C	`conf`	Feature Selection by Relevance Analysis for Abandoned Object Classification. CIARP Johanna Carvajal González, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2012	C	`conf`	Human Activity Recognition by Class Label LLE. CIARP Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, 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	—	`conf`	Training using short-time features for OSA discrimination. EMBC Lina María Sepúlveda-Cano, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2011	A	`conf`	Automatic Selection of Acoustic and Non-Linear Dynamic Features in Voice Signals for Hypernasality Detection. INTERSPEECH Juan Rafael Orozco-Arroyave, S. Murillo Rendón, Andrés Marino Álvarez-Meza, Julián D. Arias-Londoño, Edilson Delgado-Trejos, Jesús Francisco Vargas-Bonilla, César Germán Castellanos-Domínguez
2011	J	`jnl`	Global and local choice of the number of nearest neighbors in locally linear embedding. Pattern Recognit. Lett. Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
2011	—	`conf`	Image Synthesis Based on Manifold Learning. CAIP (2) Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2011	C	`conf`	Multiple Manifold Learning by Nonlinear Dimensionality Reduction. CIARP Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez
2009	C	`conf`	Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding. CIARP Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez