An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing

Autor: Alfaro-Mejia, Estefania, Delgado, Carlos J, Manian, Vidya

Spectral Unmixing is an important technique in remote sensing used to analyze hyperspectral images to identify endmembers and estimate abundance maps. Over the past few decades, performance of techniques for endmember extraction and fractional abunda

Externí odkaz: http://arxiv.org/abs/2406.06742

A blind convolutional deep autoencoder for spectral unmixing of hyperspectral images over waterbodies

Autor: Estefanía Alfaro-Mejía, Vidya Manian, Joseph D. Ortiz, Roger P. Tokars

Publikováno v: Frontiers in Earth Science, Vol 11 (2023)

Harmful algal blooms have dangerous repercussions for biodiversity, the ecosystem, and public health. Automatic identification based on remote sensing hyperspectral image analysis provides a valuable mechanism for extracting the spectral signatures o

Externí odkaz: https://doaj.org/article/138de5a7dcd54d09835b5f03558d6bf9

Photovoltaic Power Generation Forecasting with Hidden Markov Model and Long Short-Term Memory in MISO and SISO Configurations

Autor: Carlos J. Delgado, Estefanía Alfaro-Mejía, Vidya Manian, Efrain O’Neill-Carrillo, Fabio Andrade

Publikováno v: Energies, Vol 17, Iss 3, p 668 (2024)

Photovoltaic (PV) power generation forecasting is an important research topic, aiming to mitigate variability caused by weather conditions and improve power generation planning. Climate factors, including solar irradiance, temperature, and cloud cove

Externí odkaz: https://doaj.org/article/8b9bc39a2c9b4644bfb368b510c54e54

Hyperspectral Image Labeling and Classification Using an Ensemble Semi-Supervised Machine Learning Approach

Autor: Vidya Manian, Estefanía Alfaro-Mejía, Roger P. Tokars

Publikováno v: Sensors, Vol 22, Iss 4, p 1623 (2022)

Hyperspectral remote sensing has tremendous potential for monitoring land cover and water bodies from the rich spatial and spectral information contained in the images. It is a time and resource consuming task to obtain groundtruth data for these ima

Externí odkaz: https://doaj.org/article/fa4fc68cc45c4cc082804a6621088a07

Efficient, Sustainable, and Fully Comprehensive Smart Cities

Autor: Teresa Fernández, José L. Bravo, Manuel Feliciano, Álvaro Corredera, Marta Otero, Juan Antonio Rodríguez Rama, Javier Rey, Diego Sanchez, Wellington Maidana, Víctor Manuel Padrón Nápoles, Raúl Alberto López-Meraz, Silvina Hipogrosso, Luís Hernández-Callejo, Fernando Velez Varela, Irene Lebrusán, Lilian Obregón, Germán García García, Gustavo Navarro, Irene Huerta-Illera, Artur Gonçalves, Juan M. Mauricio Villanueva, Sergio Nesmachnow, Jorge Graneri, Ignacio Bengoechea, Ana García Laso, Aguilar-Jiménez, María José García Santacruz, Leonardo Campestrini Furst, Luis Omar Jamed-Boza, Oscar Izquierdo Monge, Douglas de F. Medeiros, Antonio Ferrer, Fabian Castillo Peña, Ponciano Jorge Escamilla-Ambrosio, Fernando De la Prieta, Eugenio Tamura, Sergio Lara, Jesús Samaniego, Diego Fernando Marin Lozano, Diego Gachet Páez, Marcia Eugenio-Gozalbo, Humberto Loaiza-Correa, Gabriela Moreira Ribeiro, Zita Vale, Víctor Alonso-Gómez, David Garca-Retuerta, Domingo A. Martín Sánchez, Manuel Salvador, Jorge Nájera, José Luis Esteban Penelas, Isabella Cristina Scotta, Jorge Mírez, Juan Quijano, Yuri P. Molina Rodriguez, Ana Ruiz-Varona, Eloy Velasco, Jorge Torres, José Hernández-García, Marcos Lafoz, Clara Godoy Morales, José Ignacio Morales-Aragonés, Javier Maroto Lorenzo, Gonzalo Real, Abdelkarim Bouras, L. G. Gonzalez, Elena Rico-Rodríguez, Edinson Franco-Mejía, Juan Espinoza, Fredy Vélez, Teodosio del-Caño-González, Alberto Castellanos, Luis Gerardo González Morales, Filipe C.M. de Freitas, Bhishma Hernández-Martínez, Juan Chavat, Manuel Andrés-Chicote, Javier Prieto, Mónica Alonso, Escamilla-Ambrosio, Sara Barja-Martinez, Luís Guilherme Aguiar Figueiredo, María Rey, Francisco Díaz-González, Vicente Leite, Benavides, Dominguez, Andres Felipe Fuentes, Claudio Risso, Luis Casas-Villarrea, Rodrigo Porteiro, Roberto Casado-Vara, Silvia Soutullo, Felipe Romero, Julio San José, Estefanía Alfaro-Mejía, Quijano, Marcos Blanco, Roberto Carazo, Andrea Gabaldón, Jurado, Jamal Toutouh, Luis A. Bujedo, Hugo Sánchez, Sofía Mulero, Miguel Dávila-Sacoto, Sara Gallardo-Saavedra, Paul Arévalo-Cordero, Alvaro Bartolom, Claudio Javier García-Ballano

During the day of October 7-8, the congress has invited experts from the sector of Smart Cities to organize a sectoral debate. This debate will be composed of prestigious companies in the sector, Public Administration, as well as specialized consulta

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4967200d5422fc4cf6d1bf1b63203570
https://doi.org/10.35985/9789585583788