| Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model RF Mansour, J Escorcia-Gutierrez, M Gamarra, JA Villanueva, N Leal Image and Vision Computing 112, 104229, 2021 | 132 | 2021 |
| Unsupervised deep learning based variational autoencoder model for COVID-19 diagnosis and classification RF Mansour, J Escorcia-Gutierrez, M Gamarra, D Gupta, O Castillo, ... Pattern Recognition Letters 151, 267-274, 2021 | 77 | 2021 |
| Artificial intelligence with big data analytics-based brain intracranial hemorrhage e-diagnosis using CT images RF Mansour, J Escorcia-Gutierrez, M Gamarra, VG Díaz, D Gupta, ... Neural Computing and Applications 35 (22), 16037-16049, 2023 | 61 | 2023 |
| Deep learning with backtracking search optimization based skin lesion diagnosis model CSS Anupama, L Natrayan, E Laxmi Lydia, AR Wahab Sait, ... Computers, Materials and Continua 70 (1), 1297-1313, 2021 | 47 | 2021 |
| Automated deep learning empowered breast cancer diagnosis using biomedical mammogram images J Escorcia-Gutierrez, RF Mansour, K Beleño, J Jiménez-Cabas, M Pérez, ... Computers, Materials and Continua, 3-4221, 2022 | 40 | 2022 |
| Intelligent deep learning-enabled autonomous small ship detection and classification model J Escorcia-Gutierrez, M Gamarra, K Beleño, C Soto, RF Mansour Computers and Electrical Engineering 100, 107871, 2022 | 32 | 2022 |
| Boosted local dimensional mutation and all-dimensional neighborhood slime mould algorithm for feature selection X Zhou, Y Chen, Z Wu, AA Heidari, H Chen, E Alabdulkreem, ... Neurocomputing 551, 126467, 2023 | 31 | 2023 |
| Renal pathology images segmentation based on improved cuckoo search with diffusion mechanism and adaptive beta-hill climbing J Chen, Z Cai, H Chen, X Chen, J Escorcia-Gutierrez, RF Mansour, ... Journal of Bionic Engineering 20 (5), 2240-2275, 2023 | 26 | 2023 |
| Intelligent agricultural modelling of soil nutrients and pH classification using ensemble deep learning techniques J Escorcia-Gutierrez, M Gamarra, R Soto-Diaz, M Pérez, N Madera, ... Agriculture 12 (7), 977, 2022 | 23 | 2022 |
| An automated deep learning enabled brain signal classification for epileptic seizure detection on complex measurement systems J Escorcia-Gutierrez, K Beleno, J Jimenez-Cabas, M Elhoseny, ... Measurement 196, 111226, 2022 | 20 | 2022 |
| Sea turtle foraging algorithm with hybrid deep learning-based intrusion detection for the internet of drones environment J Escorcia-Gutierrez, M Gamarra, E Leal, N Madera, C Soto, RF Mansour, ... Computers and Electrical Engineering 108, 108704, 2023 | 18 | 2023 |
| Diagnosis of leukemia disease based on enhanced virtual neural network K Muthumayil, S Manikandan, S Srinivasan, J Escorcia-Gutierrez, ... Corporación Universidad de la Costa, 2021 | 18 | 2021 |
| Gaussian similarity-based adaptive dynamic label assignment for tiny object detection R Fu, C Chen, S Yan, AA Heidari, X Wang, J Escorcia-Gutierrez, ... Neurocomputing 543, 126285, 2023 | 15 | 2023 |
| Interactive optic disk segmentation via discrete convexity shape knowledge using high-order functionals J Escorcia-Gutierrez, J Torrents-Barrena, P Romero-Aroca, A Valls, ... Artificial Intelligence Research and Development, 39-44, 2016 | 15 | 2016 |
| Design of integrated artificial intelligence techniques for video surveillance on iot enabled wireless multimedia sensor networks RF Mansour, C Soto, R Soto-Díaz, J Escorcia Gutierrez, D Gupta, ... International Journal of Interactive Multimedia and Artificial Intelligence …, 2022 | 14 | 2022 |
| Analysis of pre-trained convolutional neural network models in diabetic retinopathy detection through retinal fundus images J Escorcia-Gutierrez, J Cuello, C Barraza, M Gamarra, P Romero-Aroca, ... International Conference on Computer Information Systems and Industrial …, 2022 | 12 | 2022 |
| A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images J Escorcia-Gutierrez, J Torrents-Barrena, M Gamarra, P Romero-Aroca, ... Expert Systems with Applications 174, 114697, 2021 | 12 | 2021 |
| IDRM: Brain tumor image segmentation with boosted RIME optimization W Zhu, L Fang, X Ye, M Medani, J Escorcia-Gutierrez Computers in Biology and Medicine 166, 107551, 2023 | 11 | 2023 |
| Privacy Preserving blockchain with energy aware clustering scheme for IoT healthcare systems J Escorcia-Gutierrez, RF Mansour, E Leal, J Villanueva, J Jimenez-Cabas, ... Mobile Networks and Applications, 1-12, 2023 | 11 | 2023 |
| Identification of microbiota biomarkers with orthologous gene annotation for type 2 diabetes YH Zhang, W Guo, T Zeng, SQ Zhang, L Chen, M Gamarra, RF Mansour, ... Frontiers in Microbiology 12, 711244, 2021 | 11 | 2021 |