Andres Mendez-Vazquez

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 22

Top Topics

Convolutional Neural Network

Significant Features

Top Venues

Publications

Sandra Leticia Juárez-Osorio, Mayra Alejandra Rivera-Ruiz, Andres Mendez-Vazquez, Eduardo Rodriguez-Tello
Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting. CoRR (2024)
Jorge Gonzalez-Zapata, Francisco Javier Lopez-Tiro, Elias Villalvazo-Avila, Daniel Flores-Araiza, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul, Andres Mendez-Vazquez
A metric learning approach for endoscopic kidney stone identification. Expert Syst. Appl. 255 (2024)
Efrain Padilla-Zepeda, Deni Torres-Roman, Andres Mendez-Vazquez
A Semantic Segmentation Framework for Hyperspectral Imagery Based on Tucker Decomposition and 3DCNN Tested with Simulated Noisy Scenarios. Remote. Sens. 15 (5) (2023)
Jorge Gonzalez-Zapata, Francisco Javier Lopez-Tiro, Elias Villalvazo-Avila, Daniel Flores-Araiza, Jacques Hubert, Andres Mendez-Vazquez, Gilberto Ochoa-Ruiz, Christian Daul
A metric learning approach for endoscopic kidney stone identification. CoRR (2023)
Mauricio Mendez-Ruiz, Jorge Gonzalez-Zapata, Iván Reyes-Amezcua, Daniel Flores-Araiza, Francisco Lopez-Tiro, Andres Mendez-Vazquez, Gilberto Ochoa-Ruiz
SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification. CoRR (2023)
Mayra Alejandra Rivera-Ruiz, Sandra Leticia Juárez-Osorio, Andres Mendez-Vazquez, José Mauricio López-Romero, Eduardo Rodriguez-Tello
1D Quantum Convolutional Neural Network for Time Series Forecasting and Classification. MICAI (1) (2023)
Carlos Cardenas-Ruiz, Andres Mendez-Vazquez, Luis M. Ramirez-Solis
Explainable Model of Credit Risk Assessment Based on Convolutional Neural Networks. MICAI (1) (2022)
Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Daniel Flores-Araiza, Jonathan El Beze, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul
On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification. MICAI (1) (2022)
Iván Reyes-Amezcua, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez, Eduardo Rodriguez-Tello
MACFE: A Meta-learning and Causality Based Feature Engineering Framework. MICAI (1) (2022)
Iván Reyes-Amezcua, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez, Eduardo Rodriguez-Tello
MACFE: A Meta-learning and Causality Based Feature Engineering Framework. CoRR (2022)
Mayra Alejandra Rivera-Ruiz, Andres Mendez-Vazquez, José Mauricio López-Romero
Time Series Forecasting with Quantum Machine Learning Architectures. MICAI (1) (2022)
Jorge Gonzalez-Zapata, Iván Reyes-Amezcua, Daniel Flores-Araiza, Mauricio Mendez-Ruiz, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
Guided Deep Metric Learning. CoRR (2022)
Julia Alejandra Rodriguez-Abud, Andres Mendez-Vazquez
Analysis of Procedural Generated Textures for Video Games Using a CycleGAN. MICAI (2) (2022)
Jorge Gonzalez-Zapata, Iván Reyes-Amezcua, Daniel Flores-Araiza, Mauricio Mendez-Ruiz, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
Guided Deep Metric Learning. CVPR Workshops (2022)
Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Jonathan El Beze, Vincent Estrade, Gilberto Ochoa-Ruiz, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul
On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification. CoRR (2022)
Manny Ko, Ujjawal K. Panchal, Héctor Andrade-Loarca, Andres Mendez-Vazquez
CoShNet: A Hybird Complex Valued Neural Network using Shearlets. CoRR (2022)
Ivan-Alejandro Garcia-Ramirez, Arturo Calderon-Mora, Andres Mendez-Vazquez, Susana Ortega-Cisneros, Iván Reyes-Amezcua
A Novel Framework for Fast Feature Selection Based on Multi-Stage Correlation Measures. Mach. Learn. Knowl. Extr. 4 (1) (2022)
Lea Vega, Andres Mendez-Vazquez, Armando López-Cuevas
Probabilistic reasoning system for social influence analysis in online social networks. Soc. Netw. Anal. Min. 11 (1) (2021)
Mauricio Mendez-Ruiz, Ivan Garcia, Jorge Gonzalez-Zapata, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
Finding Significant Features for Few-Shot Learning Using Dimensionality Reduction. MICAI (1) (2021)
Mauricio Mendez-Ruiz, Ivan Garcia, Jorge Gonzalez-Zapata, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez
Finding Significant Features for Few-Shot Learning using Dimensionality Reduction. CoRR (2021)
Lea Vega, Andres Mendez-Vazquez
Detecting of topic-specific leaders in social networks. ANT/EDI40 (2019)
Arturo Garcia-Garcia, Marek Z. Reformat, Andres Mendez-Vazquez
Similarity-based method for reduction of fuzzy rules. NAFIPS (2016)
Jairo Salazar-Vazquez, Andres Mendez-Vazquez
FuzzyVD: An algorithm that uses fuzzy logic and fuzzy systems to estimate the number of endmembers present in a hyperspectral image. NAFIPS/WConSC (2015)
Cristian E. Boyain y Goytia Luna, Andres Mendez-Vazquez, Marco Antonio Ramos Corchado
Autonomous Motion Planning for Avatars Limbs. Computación y Sistemas 19 (3) (2015)
Fernando Santos Sanchez, Andres Mendez-Vazquez
Sentiment Analysis for e-Services. IIAI-AAI (2014)
Arturo Garcia-Garcia, Andres Mendez-Vazquez
Learning fuzzy rules through ant optimization, LASSO and Dirichlet Mixtures. FUZZ-IEEE (2014)
Agustin Sancen-Plaza, Andres Mendez-Vazquez
Influence maximization for Big Data through entropy ranking and min-cut. CollaborateCom (2013)
Miriam Carlos-Mancilla, J. Guadalupe Olascuaga-Cabrera, Ernesto López-Mellado, Andres Mendez-Vazquez
Design and implementation of a robust wireless sensor network. CONIELECOMP (2013)
R. Rodriguez-Avila, G. Nunez-Vega, Ramón Parra-Michel, Andres Mendez-Vazquez
Frequency-Selective Joint Tx/Rx I/Q Imbalance Estimation Using Golay Complementary Sequences. IEEE Trans. Wirel. Commun. 12 (5) (2013)
David Ernesto Caro-Contreras, Andres Mendez-Vazquez
Computing the Concept Lattice using Dendritical Neural Networks. CLA (2013)
Rafael Orozco-Lopez, Andres Mendez-Vazquez
Fast and Robust Object Recognition Based on Reduced Shock-Graphs and Pruned-SIFT. MICAI (2) (2013)
J. Guadalupe Olascuaga-Cabrera, Andres Mendez-Vazquez, Ernesto López-Mellado
A Novel Distributed Energy-Efficient Self-Organized Algorithm for Wireless Ad Hoc Networks. Intelligent Environments (2012)
Hichem Frigui, Lijun Zhang, Paul D. Gader, Joseph N. Wilson, K. C. Ho, Andres Mendez-Vazquez
An evaluation of several fusion algorithms for anti-tank landmine detection and discrimination. Inf. Fusion 13 (2) (2012)
J. Guadalupe Olascuaga-Cabrera, Ernesto López-Mellado, Andres Mendez-Vazquez
A multi-objective PSO strategy for energy-efficient ad-hoc networking. SMC (2011)
Andres Mendez-Vazquez, Abdelsalam Helal, Diane J. Cook
Synthesizing Datasets for Pervasive Spaces. Intelligent Environments (2009)
Abdelsalam Helal, Andres Mendez-Vazquez, Shantonu Hossain
Specification and synthesis of sensory datasets in pervasive spaces. ISCC (2009)
Andres Mendez-Vazquez, Paul D. Gader, James M. Keller, Kenneth Chamberlin
Minimum Classification Error Training for Choquet Integrals With Applications to Landmine Detection. IEEE Trans. Fuzzy Syst. 16 (1) (2008)
Andres Mendez-Vazquez, Paul D. Gader
Maximum A Posteriori EM MCE Logistic LASSO for learning fuzzy measures. FUZZ-IEEE (2008)
Andres Mendez-Vazquez, Paul D. Gader
Sparsity Promotion Models for the Choquet Integral. FOCI (2007)
Paul D. Gader, Andres Mendez-Vazquez, Kenneth Chamberlin, Jeremy Bolton, Alina Zare
Multi-sensor and algorithm fusion with the Choquet integral: applications to landmine detection. IGARSS (2004)
Paul D. Gader, Wen-Hsiung Lee, Andres Mendez-Vazquez
Continuous Choquet integrals with respect to random sets with applications to landmine detection. FUZZ-IEEE (2004)