José Escorcia-Gutierrez

42 papers B 1Journal 28Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multivariate integration of time series with ML for corn price forecasting in Colombia. Expert Syst. Appl. Adelaida Ojeda-Beltrán, Mario E. Suaza-Medina, F. Javier Zarazaga-Soria, Emiro de la Hoz Franco, José Escorcia-Gutierrez
2026	J	`jnl`	Visual Weld Quality Inspection System for Identifying Defects in GMAW Joints with Semantic Segmentation on Pre-trained Models. Int. J. Comput. Intell. Syst. Melitsa Torres-Torres, Kevin Velasquez, José Escorcia-Gutierrez, Aïda Valls
2025	J	`jnl`	A Flexible Profile-Based Recommender System for Discovering Cultural Activities in an Emerging Tourist Destination. Informatics Isabel Arregocés-Julio, Andrés Solano-Barliza, Aïda Valls, Antonio Moreno, Marysol Castillo-Palacio, Melisa Acosta-Coll, José Escorcia-Gutierrez
2025	J	`jnl`	A hybrid novel SWARA-ELECTRE-I method using probabilistic uncertain linguistic information for feature selection in image recognition. Neurocomputing Sumera Naz, Shariq Aziz Butt, Muhammad Muneeb ul Hassan, José Escorcia-Gutierrez, Areej Fatima, Farhat ul Ain
2025	—	`conf`	Deep Learning Approaches for Glaucoma Detection: A Comparative Study of CNN Models on Retinal Fundus Images. MCPR Eugenia Arrieta Rodríguez, José Araque-Gallardo, Oscar Luis Teheran Forero, Emiro de la Hoz Franco, José Escorcia-Gutierrez
2025	J	`jnl`	Deep Learning for Glaucoma Classification and Grading: A Comprehensive Review on Fundus Imaging Approaches. IEEE Access 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
2025	—	`conf`	Early Detection of Acute Myocardial Infarction (AMI) Risk Using Optimized Machine Learning Models. MCPR Vanessa Fontalvo Reniz, Carlos Alberto Leones Rivera, Yazmina Yolanda Vecino Yepes, José Escorcia-Gutierrez, Margarita Gamarra
2025	—	`conf`	Methodology for Designing a Tourism Recommender System: A Case Study of an Emerging Tourism Destination in Riohacha, Colombia. CISIM Andrés Solano-Barliza, Aïda Valls, Antonio Moreno, Jorge A. Herrera, Emiro de la Hoz Franco, Melisa Acosta-Coll, José Escorcia-Gutierrez
2025	—	`conf`	Performance Evaluation of Pretrained Convolutional Neural Networks for Diabetic Macular Edema Diagnosis in Retinal Fundus Imaging. ICSI (1) José Araque-Gallardo, Eugenia Arrieta Rodríguez, Margarita Gamarra, Javier Sierra-Carrillo, José Escorcia-Gutierrez
2025	J	`jnl`	Ship Model Identification Using Interpretable 4-DOF Maneuverability Models for River Combat Boat. Comput. Juan Contreras Montes, Aldo Lovo Ayala, Daniela Ospino-Balcázar, Kevin Velasquez Gutierrez, Carlos Soto Montaño, Roosvel Soto-Díaz, Javier Jiménez-Cabas, José Oñate López, José Escorcia-Gutierrez
2025	J	`jnl`	Two-stage CNN-based framework for leukocytes classification. Comput. Biol. Medicine Siraj Khan, Muhammad Sajjad, José Escorcia-Gutierrez, Sami Dhahbi, Mohammad Hijji, Khan Muhammad
2024	—	`conf`	Application of Business Intelligence to Analysis of Factors for the Prevention of Non-communicable Diseases. CISIM Juan Carlos Calabria-Sarmiento, Adonai Meza-Gómez, José Escorcia-Gutierrez
2024	J	`jnl`	CDRIME-MTIS: An enhanced rime optimization-driven multi-threshold segmentation for COVID-19 X-ray images. Comput. Biol. Medicine Yupeng Li, Dong Zhao, Chao Ma, José Escorcia-Gutierrez, Nojood O. Aljehane, Xia Ye
2024	J	`jnl`	Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network. Comput. Biol. Medicine Siraj Khan, Muhammad Sajjad, Naveed Abbas, José Escorcia-Gutierrez, Margarita Gamarra, Khan Muhammad
2024	J	`jnl`	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. Andrés Solano-Barliza, Aïda Valls, Melisa Acosta-Coll, Antonio Moreno, José Escorcia-Gutierrez, Emiro de la Hoz Franco, Isabel Arregocés-Julio
2024	—	`conf`	Leveraging Global Suicide Statistics for Insightful Prevention Strategies: A Comprehensive Analysis. CISIM Eugenia Arrieta Rodríguez, Guillermo Hernández-Hernández, Leidy Pérez Coronell, Juan Carlos Calabria-Sarmiento, José Escorcia-Gutierrez
2024	J	`jnl`	Multi-step influenza forecasting through singular value decomposition and kernel ridge regression with MARCOS-guided gradient-based optimization. Comput. Biol. Medicine Hongliang Guo, Zhiyao Zhang, Iman Ahmadianfar, José Escorcia-Gutierrez, Nojood O. Aljehane, Chengye Li
2024	B	`conf`	Personalized Hotel Recommender System Based on Graded Logic with Asymmetric Criteria. KES Andrés Solano-Barliza, Aïda Valls, Antonio Moreno, Jozo Dujmovic, Melisa Acosta-Coll, José Escorcia-Gutierrez, Emiro de la Hoz Franco
2024	J	`jnl`	Privacy Preserving Blockchain with Energy Aware Clustering Scheme for IoT Healthcare Systems. Mob. Networks Appl. José Escorcia-Gutierrez, Romany Fouad Mansour, Esmeide Leal, Jair A. Villanueva, Javier Jiménez-Cabas, Carlos Soto, Roosvel Soto-Díaz
2024	—	`conf`	Texture and Shape-Based Segmentation of Coffee Beans Images. CISIM José Escorcia-Gutierrez, Melitsa Torres Torres, Roosvel Soto-Díaz
2023	J	`jnl`	An intent classification method for questions in "Treatise on Febrile diseases" based on TinyBERT-CNN fusion model. Comput. Biol. Medicine Helong Yu, Chunliu Liu, Lina Zhang, Chengwen Wu, Guoxi Liang, José Escorcia-Gutierrez, Osama A. Ghoneim
2023	J	`jnl`	Artificial intelligence with big data analytics-based brain intracranial hemorrhage e-diagnosis using CT images. Neural Comput. Appl. Romany Fouad Mansour, José Escorcia-Gutierrez, Margarita Gamarra, Vicente García-Díaz, Deepak Gupta, Sachin Kumar
2023	J	`jnl`	Boosted local dimensional mutation and all-dimensional neighborhood slime mould algorithm for feature selection. Neurocomputing Xinsen Zhou, Yi Chen, Zongda Wu, Ali Asghar Heidari, Huiling Chen, Eatedal Alabdulkreem, José Escorcia-Gutierrez, Xianchuan Wang
2023	J	`jnl`	Computer-Aided Diagnosis for Tuberculosis Classification with Water Strider Optimization Algorithm. Comput. Syst. Sci. Eng. José Escorcia-Gutierrez, Roosvel Soto-Díaz, Natasha Madera, Carlos Soto, Francisco Burgos-Flórez, Alexander Rodríguez, Romany Fouad Mansour
2023	J	`jnl`	Gaussian similarity-based adaptive dynamic label assignment for tiny object detection. Neurocomputing Ronghao Fu, Chengcheng Chen, Shuang Yan, Ali Asghar Heidari, Xianchang Wang, José Escorcia-Gutierrez, Romany Fouad Mansour, Huiling Chen
2023	—	`conf`	Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks. CISIM José Escorcia-Gutierrez, Jose Cuello, Margarita Gamarra, Pere Romero-Aroca, Eduardo Caicedo, Aïda Valls, Domenec Puig
2023	—	`conf`	Hybrid Recommender System Model for Tourism Industry Competitiveness Increment. CISIM Andrés Solano-Barliza, Melisa Acosta-Coll, José Escorcia-Gutierrez, Emiro de la Hoz Franco, Isabel Arregocés-Julio
2023	J	`jnl`	IDRM: Brain tumor image segmentation with boosted RIME optimization. Comput. Biol. Medicine Wei Zhu, Liming Fang, Xia Ye, Mohamed Medani, José Escorcia-Gutierrez
2023	J	`jnl`	Multi-threshold image segmentation based on an improved differential evolution: Case study of thyroid papillary carcinoma. Biomed. Signal Process. Control. Jiaochen Chen, Zhennao Cai, Ali Asghar Heidari, Huiling Chen, Qiuxiang He, José Escorcia-Gutierrez, Romany Fouad Mansour
2023	—	`conf`	SE-Coins System: Software for Supporting Gamification-Based Educational Processes. CISIM Margarita Gamarra, Jan Charris, Asly Cantillo, Jaime Daza, Brandon Llamas, Mauricio Vásquez-Carbonell, Anderson Dominguez, José Escorcia-Gutierrez
2023	J	`jnl`	Sea turtle foraging algorithm with hybrid deep learning-based intrusion detection for the internet of drones environment. Comput. Electr. Eng. José Escorcia-Gutierrez, Margarita Gamarra, Esmeide Leal, Natasha Madera, Carlos Soto, Romany Fouad Mansour, Meshal Alharbi, Ahmed Alkhayyat, Deepak Gupta
2022	—	`conf`	Analysis of Pre-trained Convolutional Neural Network Models in Diabetic Retinopathy Detection Through Retinal Fundus Images. CISIM José Escorcia-Gutierrez, Jose Cuello, Carlos Barraza, Margarita Gamarra, Pere Romero-Aroca, Eduardo Caicedo, Aïda Valls, Domenec Puig
2022	J	`jnl`	Design of Integrated Artificial Intelligence Techniques for Video Surveillance on IoT Enabled Wireless Multimedia Sensor Networks. Int. J. Interact. Multim. Artif. Intell. Romany Fouad Mansour, Carlos Soto, Roosvel Soto-Díaz, José Escorcia-Gutierrez, Deepak Gupta, Ashish Khanna
2022	J	`jnl`	Galactic swarm optimization with deep transfer learning driven colorectal cancer classification for image guided intervention. Comput. Electr. Eng. José Escorcia-Gutierrez, Margarita Gamarra, Paola Patricia Ariza-Colpas, Gisella Borja Roncallo, Nallig Leal, Roosvel Soto-Díaz, Romany Fouad Mansour
2022	J	`jnl`	Horizontal and vertical crossover of sine cosine algorithm with quick moves for optimization and feature selection. J. Comput. Des. Eng. Hanyu Hu, Weifeng Shan, Yixiang Tang, Ali Asghar Heidari, Huiling Chen, Haijun Liu, Maofa Wang, José Escorcia-Gutierrez, Romany Fouad Mansour, Jun Chen
2022	J	`jnl`	Intelligent deep learning-enabled autonomous small ship detection and classification model. Comput. Electr. Eng. José Escorcia-Gutierrez, Margarita Gamarra, Kelvin Beleño, Carlos Soto, Romany Fouad Mansour
2021	J	`jnl`	A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images. Expert Syst. Appl. José Escorcia-Gutierrez, Jordina Torrents-Barrena, Margarita Gamarra, Pedro Romero-Aroca, Aïda Valls, Domenec Puig
2021	—	`—`	Image Segmentation Methods for Automatic Detection of the Anatomical Structure of the Eye in People with Diabetic Retinopathy. José Escorcia-Gutierrez
2021	J	`jnl`	Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model. Image Vis. Comput. Romany Fouad Mansour, José Escorcia-Gutierrez, Margarita Gamarra, Jair A. Villanueva, Nallig Leal
2021	J	`jnl`	Unsupervised Deep Learning based Variational Autoencoder Model for COVID-19 Diagnosis and Classification. Pattern Recognit. Lett. Romany Fouad Mansour, José Escorcia-Gutierrez, Margarita Gamarra, Deepak Gupta, Oscar Castillo, Sachin Kumar
2020	J	`jnl`	Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection. Comput. Biol. Medicine José Escorcia-Gutierrez, Jordina Torrents-Barrena, Margarita Gamarra, Pedro Romero-Aroca, Aïda Valls, Domenec Puig
2016	—	`conf`	Interactive Optic Disk Segmentation via Discrete Convexity Shape Knowledge Using High-Order Functionals. CCIA José Escorcia-Gutierrez, Jordina Torrents-Barrena, Pedro Romero-Aroca, Aïda Valls, Domenec Puig