| Leveraging Machine Learning to Unveil the Critical Role of Geographic Factors in COVID-19 Mortality in Mexico |
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Christian E. Maldonado-Sifuentes, Mariano Vargas-Santiago, Diana A. Leon-Velasco, M. Cristina Ortega-García, Yoel Ledo-Mezquita, Francisco A. Castillo-Velasquez |
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| Real-Time Helmet Detection and Number Plate Extraction Using Computer Vision |
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Jyoti Prakash-Borah, Prakash Devnani, Sumon Kumar-Das, Advaitha Vetagiri, Partha Pakray |
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| MiniCovid-Unet: CT-Scan Lung Images Segmentation for COVID-19 Identification |
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Alvaro Salazar-Urbina, Elías Jesús Ventura-Molina, Cornelio Yáñez-Márquez, Mario Aldape-Pérez, Itzamá López-Yáñez |
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| Multi-Instrument Based N-Grams for Composer Classification Task |
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Alexander Gelbukh, Daniel Alejandro Pérez Alvarez, Olga Kolesnikova, Liliana Chanona-Hernandez, Grigori Sidorov |
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| Adaptation of Transformer-based Models for Depression Detection |
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Olaronke Oluwayemisi Adebanji, Olumide Ebenezer Ojo, Hiram Calvo, Irina Gelbukh, Grigori Sidorov |
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| Framework for heterogeneous data management: An application case in a NoSQL environment from a Climatological Center |
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Alicia Margarita Jiménez-Galina, Aide Aracely Maldonado-Macías, Karla Miroslava Olmos-Sanchez, Israel Hernandez, Fernando Estrada-Saldana, Felipe Adrián Vázquez-Gálvez |
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| Thematic Section: Advances in Pattern Recognition |
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Ansel Y. Rodríguez-González, Humberto Perez-Espinosa, José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López |
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| Secure Medical Image Authentication Using Zero-Watermarking based on Deep Learning Context Encoder |
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Rodrigo Eduardo Arevalo-Ancona, Manuel Cedillo-Hernandez, Ana Elena Ramirez-Rodriguez, Mariko Nakano-Miyatake, Hector Perez-Meana |
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| Evaluation of Heat Map Methods Using Cell Morphology for Classifying Acute Lymphoblastic Leukemia Cells |
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José de J. Velázquez-Arreola, Nohemí Sánchez-Medel, Oliver A. Zarraga-Vargas, Raquel Díaz-Hernández, Leopoldo Altamirano-Robles |
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| Benchmarking of Averaging Methods Using Realistic Simulation of Evoked Potentials |
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Idileisy Torres-Rodríguez, Roberto Díaz-Amador, Beatriz Peón-Pérez, Alberto Hurtado-Armas, Alberto Taboada-Crispi |
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| Evaluation of CNN Models with Transfer Learning in Art Media Classification in Terms of Accuracy and Class Relationship |
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Juan Manuel Fortuna-Cervantes, Carlos Soubervielle-Montalvo, Cesar Augusto Puente-Montejano, Oscar Ernesto Pérez-Cham, Rafael Peña-Gallardo |
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| Lightweight CNN for Detecting Microcalcifications Clusters in Digital Mammograms |
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Ricardo Salvador Luna-Lozoya, Humberto de Jesús Ochoa-Domínguez, Juan Humberto Sossa-Azuela, Vianey Guadalupe Cruz-Sánchez, Osslan Osiris Vergara-Villegas |
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