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ORCIDJosé Escorcia-Gutierrez
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Books and Theses
- 2021
[b1]José Escorcia-Gutierrez:
Image Segmentation Methods for Automatic Detection of the Anatomical Structure of the Eye in People with Diabetic Retinopathy. University of Rovira i Virgili, Spain, 2021
Journal Articles
- 2026
- [j25]Adelaida Ojeda-Beltrán, Mario E. Suaza-Medina, F. Javier Zarazaga-Soria, Emiro de la Hoz Franco, José Escorcia-Gutierrez:
Multivariate integration of time series with ML for corn price forecasting in Colombia. Expert Syst. Appl. 299: 129822 (2026) - 2025
- [j24]Eugenia Arrieta Rodríguez
, José Araque-Gallardo, Natalia Peñaloza Barrios, Oscar Luis Teheran Forero, María Claudia Bonfante, Emiro de la Hoz Franco, Margarita Gamarra, José Escorcia-Gutierrez:
Deep Learning for Glaucoma Classification and Grading: A Comprehensive Review on Fundus Imaging Approaches. IEEE Access 13: 163699-163730 (2025) - [j23]Siraj Khan, Muhammad Sajjad, José Escorcia-Gutierrez, Sami Dhahbi, Mohammad Hijji, Khan Muhammad:
Two-stage CNN-based framework for leukocytes classification. Comput. Biol. Medicine 187: 109616 (2025) - [j22]Sumera Naz, Shariq Aziz Butt, Muhammad Muneeb ul Hassan, José Escorcia-Gutierrez, Areej Fatima, Farhat ul Ain:
A hybrid novel SWARA-ELECTRE-I method using probabilistic uncertain linguistic information for feature selection in image recognition. Neurocomputing 612: 128615 (2025) - 2024
- [j21]Yupeng Li, Dong Zhao, Chao Ma, José Escorcia-Gutierrez, Nojood O. Aljehane, Xia Ye:
CDRIME-MTIS: An enhanced rime optimization-driven multi-threshold segmentation for COVID-19 X-ray images. Comput. Biol. Medicine 169: 107838 (2024) - [j20]Hongliang Guo, Zhiyao Zhang, Iman Ahmadianfar, José Escorcia-Gutierrez, Nojood O. Aljehane, Chengye Li:
Multi-step influenza forecasting through singular value decomposition and kernel ridge regression with MARCOS-guided gradient-based optimization. Comput. Biol. Medicine 169: 107888 (2024) - [j19]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) - [j18]Andrés Solano-Barliza, Aïda Valls, Melisa Acosta-Coll, Antonio Moreno, José Escorcia-Gutierrez, Emiro de la Hoz Franco, Isabel Arregocés-Julio:
Enhancing Fair Tourism Opportunities in Emerging Destinations by Means of Multi-criteria Recommender Systems: The Case of Restaurants in Riohacha, Colombia. Int. J. Comput. Intell. Syst. 17(1): 283 (2024) - [j17]José Escorcia-Gutierrez, Romany Fouad Mansour, Esmeide Leal, Jair A. Villanueva, Javier Jiménez-Cabas, Carlos Soto, Roosvel Soto-Díaz:
Privacy Preserving Blockchain with Energy Aware Clustering Scheme for IoT Healthcare Systems. Mob. Networks Appl. 29(1): 1-12 (2024) - 2023
- [j16]Jiaochen Chen, Zhennao Cai, Ali Asghar Heidari, Huiling Chen, Qiuxiang He, José Escorcia-Gutierrez, Romany Fouad Mansour:
Multi-threshold image segmentation based on an improved differential evolution: Case study of thyroid papillary carcinoma. Biomed. Signal Process. Control. 85: 104893 (2023) - [j15]Helong Yu, Chunliu Liu, Lina Zhang, Chengwen Wu, Guoxi Liang, José Escorcia-Gutierrez, Osama A. Ghoneim:
An intent classification method for questions in "Treatise on Febrile diseases" based on TinyBERT-CNN fusion model. Comput. Biol. Medicine 162: 107075 (2023) - [j14]Wei Zhu, Liming Fang, Xia Ye, Mohamed Medani, José Escorcia-Gutierrez:
IDRM: Brain tumor image segmentation with boosted RIME optimization. Comput. Biol. Medicine 166: 107551 (2023) - [j13]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) - [j12]José Escorcia-Gutierrez, Roosvel Soto-Díaz, Natasha Madera, Carlos Soto, Francisco Burgos-Flórez, Alexander Rodríguez, Romany Fouad Mansour:
Computer-Aided Diagnosis for Tuberculosis Classification with Water Strider Optimization Algorithm. Comput. Syst. Sci. Eng. 46(2): 1337-1353 (2023) - [j11]Ronghao Fu, Chengcheng Chen, Shuang Yan, Ali Asghar Heidari, Xianchang Wang, José Escorcia-Gutierrez, Romany Fouad Mansour, Huiling Chen:
Gaussian similarity-based adaptive dynamic label assignment for tiny object detection. Neurocomputing 543: 126285 (2023) - [j10]Xinsen Zhou, Yi Chen, Zongda Wu, Ali Asghar Heidari, Huiling Chen, Eatedal Alabdulkreem, José Escorcia-Gutierrez, Xianchuan Wang:
Boosted local dimensional mutation and all-dimensional neighborhood slime mould algorithm for feature selection. Neurocomputing 551: 126467 (2023) - [j9]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) - 2022
- [j8]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) - [j7]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) - [j6]Romany Fouad Mansour, Carlos Soto, Roosvel Soto-Díaz, José Escorcia-Gutierrez, Deepak Gupta, Ashish Khanna:
Design of Integrated Artificial Intelligence Techniques for Video Surveillance on IoT Enabled Wireless Multimedia Sensor Networks. Int. J. Interact. Multim. Artif. Intell. 7(5): 14 (2022) - [j5]Hanyu Hu, Weifeng Shan, Yixiang Tang, Ali Asghar Heidari, Huiling Chen, Haijun Liu, Maofa Wang, José Escorcia-Gutierrez, Romany Fouad Mansour, Jun Chen:
Horizontal and vertical crossover of sine cosine algorithm with quick moves for optimization and feature selection. J. Comput. Des. Eng. 9(6): 2524-2555 (2022) - 2021
- [j4]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) - [j3]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) - [j2]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
- [j1]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)
Conference and Workshop Papers
- 2025
- [c13]Andrés Solano-Barliza, Aïda Valls, Antonio Moreno, Jorge A. Herrera, Emiro de la Hoz Franco, Melisa Acosta-Coll, José Escorcia-Gutierrez:
Methodology for Designing a Tourism Recommender System: A Case Study of an Emerging Tourism Destination in Riohacha, Colombia. CISIM 2025: 123-135 - [c12]Vanessa Fontalvo Reniz, Carlos Alberto Leones Rivera, Yazmina Yolanda Vecino Yepes, José Escorcia-Gutierrez, Margarita Gamarra:
Early Detection of Acute Myocardial Infarction (AMI) Risk Using Optimized Machine Learning Models. MCPR 2025: 259-268 - [c11]Eugenia Arrieta Rodríguez, José Araque-Gallardo, Oscar Luis Teheran Forero, Emiro de la Hoz Franco, José Escorcia-Gutierrez:
Deep Learning Approaches for Glaucoma Detection: A Comparative Study of CNN Models on Retinal Fundus Images. MCPR 2025: 269-278 - [c10]José Araque-Gallardo, Eugenia Arrieta Rodríguez, Margarita Gamarra, Javier Sierra-Carrillo, José Escorcia-Gutierrez:
Performance Evaluation of Pretrained Convolutional Neural Networks for Diabetic Macular Edema Diagnosis in Retinal Fundus Imaging. ICSI (1) 2025: 217-229 - 2024
- [c9]Juan Carlos Calabria-Sarmiento, Adonai Meza-Gómez, José Escorcia-Gutierrez:
Application of Business Intelligence to Analysis of Factors for the Prevention of Non-communicable Diseases. CISIM 2024: 125-138 - [c8]José Escorcia-Gutierrez, Melitsa Torres Torres, Roosvel Soto-Díaz:
Texture and Shape-Based Segmentation of Coffee Beans Images. CISIM 2024: 139-153 - [c7]Eugenia Arrieta Rodríguez, Guillermo Hernández-Hernández, Leidy Pérez Coronell, Juan Carlos Calabria-Sarmiento, José Escorcia-Gutierrez:
Leveraging Global Suicide Statistics for Insightful Prevention Strategies: A Comprehensive Analysis. CISIM 2024: 301-318 - [c6]Andrés Solano-Barliza, Aïda Valls, Antonio Moreno, Jozo Dujmovic, Melisa Acosta-Coll, José Escorcia-Gutierrez, Emiro de la Hoz Franco:
Personalized Hotel Recommender System Based on Graded Logic with Asymmetric Criteria. KES 2024: 2864-2873 - 2023
- [c5]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 - [c4]Andrés Solano-Barliza, Melisa Acosta-Coll, José Escorcia-Gutierrez, Emiro de la Hoz Franco, Isabel Arregocés-Julio:
Hybrid Recommender System Model for Tourism Industry Competitiveness Increment. CISIM 2023: 209-222 - [c3]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
- [c2]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 - 2016
- [c1]José Escorcia-Gutierrez, Jordina Torrents-Barrena, Pedro Romero-Aroca, Aïda Valls, Domenec Puig:
Interactive Optic Disk Segmentation via Discrete Convexity Shape Knowledge Using High-Order Functionals. CCIA 2016: 39-44
Coauthor Index
aka: Margarita Gamarra
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