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A. Margarita R. Gamarra
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2020 – today
- 2024
- [j14]Siraj Khan, Muhammad Sajjad, Naveed Abbas, José Escorcia-Gutierrez, Margarita Gamarra, Khan Muhammad:
Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network. Comput. Biol. Medicine 174: 108146 (2024) - [j13]Nazhir Amaya-Tejera, Margarita Gamarra, Jorge I. Vélez, Eduardo E. Zurek:
A distance-based kernel for classification via Support Vector Machines. Frontiers Artif. Intell. 7 (2024) - 2023
- [j12]José Escorcia-Gutierrez, Margarita Gamarra, Esmeide Leal, Natasha Madera, Carlos Soto, Romany Fouad Mansour, Meshal Alharbi, Ahmed Alkhayyat, Deepak Gupta:
Sea turtle foraging algorithm with hybrid deep learning-based intrusion detection for the internet of drones environment. Comput. Electr. Eng. 108: 108704 (2023) - [j11]Romany Fouad Mansour, José Escorcia-Gutierrez, Margarita Gamarra, Vicente García-Díaz, Deepak Gupta, Sachin Kumar:
Artificial intelligence with big data analytics-based brain intracranial hemorrhage e-diagnosis using CT images. Neural Comput. Appl. 35(22): 16037-16049 (2023) - [c7]Margarita Gamarra, Jan Charris, Asly Cantillo, Jaime Daza, Brandon Llamas, Mauricio Vásquez-Carbonell, Anderson Dominguez, José Escorcia-Gutierrez:
SE-Coins System: Software for Supporting Gamification-Based Educational Processes. CISIM 2023: 151-165 - [c6]José Escorcia-Gutierrez, Jose Cuello, Margarita Gamarra, Pere Romero-Aroca, Eduardo Caicedo, Aïda Valls, Domenec Puig:
Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks. CISIM 2023: 240-252 - 2022
- [j10]Margarita Gamarra, Anderson Dominguez, Jhonnys Velazquez, Heyder Páez:
A gamification strategy in engineering education - A case study on motivation and engagement. Comput. Appl. Eng. Educ. 30(2): 472-482 (2022) - [j9]José Escorcia-Gutierrez, Margarita Gamarra, Kelvin Beleño, Carlos Soto, Romany Fouad Mansour:
Intelligent deep learning-enabled autonomous small ship detection and classification model. Comput. Electr. Eng. 100: 107871 (2022) - [j8]José Escorcia-Gutierrez, Margarita Gamarra, Paola Patricia Ariza-Colpas, Gisella Borja Roncallo, Nallig Leal, Roosvel Soto-Díaz, Romany Fouad Mansour:
Galactic swarm optimization with deep transfer learning driven colorectal cancer classification for image guided intervention. Comput. Electr. Eng. 104(Part): 108462 (2022) - [c5]José Escorcia-Gutierrez, Jose Cuello, Carlos Barraza, Margarita Gamarra, Pere Romero-Aroca, Eduardo Caicedo, Aïda Valls, Domenec Puig:
Analysis of Pre-trained Convolutional Neural Network Models in Diabetic Retinopathy Detection Through Retinal Fundus Images. CISIM 2022: 202-213 - [c4]Isabel Arregocés, Jaime Daza, Jan Charris, Asly Cantillo, Juan Amaya, Margarita Gamarra:
Hybrid Model of Tourism Recommendation Software Development. CISIM 2022: 301-315 - 2021
- [j7]José Escorcia-Gutierrez, Jordina Torrents-Barrena, Margarita Gamarra, Pedro Romero-Aroca, Aïda Valls, Domenec Puig:
A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images. Expert Syst. Appl. 174: 114697 (2021) - [j6]Romany Fouad Mansour, José Escorcia-Gutierrez, Margarita Gamarra, Jair A. Villanueva, Nallig Leal:
Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model. Image Vis. Comput. 112: 104229 (2021) - [j5]Romany Fouad Mansour, José Escorcia-Gutierrez, Margarita Gamarra, Deepak Gupta, Oscar Castillo, Sachin Kumar:
Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification. Pattern Recognit. Lett. 151: 267-274 (2021) - 2020
- [j4]José Escorcia-Gutierrez, Jordina Torrents-Barrena, Margarita Gamarra, Pedro Romero-Aroca, Aïda Valls, Domenec Puig:
Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection. Comput. Biol. Medicine 127: 104049 (2020) - [c3]Margarita Gamarra, Eduardo E. Zurek, Wilson Nieto-Bernal, Miguel Jimeno, Deibys Sierra:
Spiral-Based Model for Software Architecture in Bio-image Analysis: A Case Study in RSV Cell Infection. CISIM 2020: 25-38
2010 – 2019
- 2019
- [j3]Margarita Gamarra, Eduardo E. Zurek, Hugo Jair Escalante, Leidy Hurtado, Homero San-Juan-Vergara:
Split and merge watershed: A two-step method for cell segmentation in fluorescence microscopy images. Biomed. Signal Process. Control. 53 (2019) - 2017
- [c2]Margarita Gamarra, Eduardo E. Zurek, Wilson Nieto-Bernal, Miguel Jimeno, Deibys Sierra:
A Service-Oriented Architecture for Bioinformatics: An Application in Cell Image Analysis. WorldCIST (1) 2017: 724-734 - 2015
- [j2]Eduardo E. Zurek, Mayra Zurbarán, Margarita Gamarra, Pedro M. Wightman:
An Implementation of Propositional Logic Resolution Applying a Novel Specific Algebra. Polibits 52: 79-84 (2015) - 2014
- [j1]Eduardo E. Zurek, A. Margarita R. Gamarra, José R. Escorcia, Carlos Gutierrez, Henry Bayona, Roxana P. Pérez, Xavier García:
Acoustic Fingerprint Recognition Using Artificial Neural Networks. Polibits 50: 69-73 (2014) - 2011
- [c1]A. Margarita R. Gamarra, Christian G. Quintero M.:
Intelligent approaches for effective feature selection in image pattern recognition. LARC 2011: 1-6
Coauthor Index
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