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Publication search results
found 618 matches
- 2024
- Mehedi Hasan Bijoy, Nirob Hasan, Mithun Biswas, Suvodeep Mazumdar, Andrea Jiménez, Faisal Ahmed, Mirza Rasheduzzaman, Sifat Momen:
Towards Sustainable Agriculture: A Novel Approach for Rice Leaf Disease Detection Using dCNN and Enhanced Dataset. IEEE Access 12: 34174-34191 (2024) - Daniel Mauricio Jimenez Gutierrez, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti:
FedArtML: A Tool to Facilitate the Generation of Non-IID Datasets in a Controlled Way to Support Federated Learning Research. IEEE Access 12: 81004-81016 (2024) - Ariadna Jiménez-Partinen, Karl Thurnhofer-Hemsi, Jorge Rodríguez-Capitán, Ana I. Molina-Ramos, Esteban J. Palomo:
Coronary Artery Disease Classification With Different Lesion Degree Ranges Based on Deep Learning. IEEE Access 12: 69229-69239 (2024) - Saad Hammood Mohammed, Abdulmajeed Al-Jumaily, Jit Singh Mandeep Singh, Víctor P. Gil Jiménez, Aqeel S. Jaber, Yaseein Soubhi Hussein, Mudhar Mustafa Abdul Kader Al-Najjar, Dhiya Al-Jumeily:
A Review on the Evaluation of Feature Selection Using Machine Learning for Cyber-Attack Detection in Smart Grid. IEEE Access 12: 44023-44042 (2024) - Vedran Sekara, Márton Karsai, Esteban Moro, Dohyung Kim, Enrique Delamónica, Manuel Cebrián, Miguel A. Luengo-Oroz, Rebeca Moreno Jimenez, Manuel García-Herranz:
The Opportunities, Limitations, and Challenges in using Machine Learning Technologies for Humanitarian Work and Development. Adv. Complex Syst. 27(3): 2440002:1-2440002:16 (2024) - Antonio Manjavacas, Alejandro Campoy-Nieves, Javier Jiménez Raboso, Miguel Molina-Solana, Juan Gómez-Romero:
An experimental evaluation of deep reinforcement learning algorithms for HVAC control. Artif. Intell. Rev. 57(7): 173 (2024) - Martin Jimenez, Yahia Salhi:
A semi-supervised learning approach for variance reduction in life insurance. Ann. Oper. Res. 334(1): 157-184 (2024) - Roberto Morcillo-Jiménez, Jesús Mesa, Juan Gómez-Romero, Maria-Amparo Vila, María J. Martín-Bautista:
Deep learning for prediction of energy consumption: an applied use case in an office building. Appl. Intell. 54(7): 5813-5825 (2024) - M. J. Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés:
Explaining deep learning models for ozone pollution prediction via embedded feature selection. Appl. Soft Comput. 157: 111504 (2024) - Jorge Jiménez-García, María García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero:
An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals. Biomed. Signal Process. Control. 87(Part B): 105490 (2024) - José Luis Ávila-Jiménez, Vanesa Cantón-Habas, María del Pilar Carrera-González, Manuel Rich-Ruiz, Sebastián Ventura:
A deep learning model for Alzheimer's disease diagnosis based on patient clinical records. Comput. Biol. Medicine 169: 107814 (2024) - Alberto del Río, Javier Serrano, David Jiménez, Luis M. Contreras, Federico Alvarez:
Multisite gaming streaming optimization over virtualized 5G environment using Deep Reinforcement Learning techniques. Comput. Networks 244: 110334 (2024) - Jhon Fernando Sanchez Álvarez, Gloria Patricia Jaramillo Álvarez, Jovani Alberto Jiménez Builes:
Facilitating Communication in Neuromuscular Diseases: An Adaptive Approach with Fuzzy Logic and Machine Learning in Augmentative and Alternative Communication Systems. Comput. 13(1): 10 (2024) - Alberto Jaenal, José-Raúl Ruiz-Sarmiento, Javier González Jiménez:
MachNet, a general Deep Learning architecture for Predictive Maintenance within the industry 4.0 paradigm. Eng. Appl. Artif. Intell. 127(Part B): 107365 (2024) - Sarah Hamburg, Alejandro Jimenez Rodriguez, Aung Htet, Alessandro G. Di Nuovo:
Active Inference for Learning and Development in Embodied Neuromorphic Agents. Entropy 26(7): 582 (2024) - Anita Herrera, Ángel Arroyo, Alfredo Jiménez, Álvaro Herrero:
Forecasting hotel cancellations through machine learning. Expert Syst. J. Knowl. Eng. 41(9) (2024) - María Victoria Luzón, Nuria Rodríguez Barroso, Alberto Argente-Garrido, Daniel Jiménez-López, Jose M. Moyano, Javier Del Ser, Weiping Ding, Francisco Herrera:
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends. IEEE CAA J. Autom. Sinica 11(4): 824-850 (2024) - Paula A. Valencia-Londoño, Hilderman Cardona-Rodas, Jovani Alberto Jiménez Builes:
An Educational Inclusion Model for Adults with Diverse Neuromuscular Conditions through the use of an Artificial Intelligence Algorithm. Int. J. Emerg. Technol. Learn. 19(5): 35-56 (2024) - Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Carmen Jimenez-Mesa, Fermín Segovia, Ignacio Álvarez, Javier Ramírez, Juan Manuel Górriz:
Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning. Int. J. Neural Syst. 34(8): 2450043:1-2450043:16 (2024) - Kristell Yukie Jimenez Ayala:
Detection of Breast Cancer through the Analysis of Radiographic Images Using Machine Learning: A Systematic Review. Int. J. Online Biomed. Eng. 20(5): 120-132 (2024) - Txus Blasco, J. Salvador Sánchez, Vicente García:
A survey on uncertainty quantification in deep learning for financial time series prediction. Neurocomputing 576: 127339 (2024) - Hamza Kheddar, Mustapha Hemis, Yassine Himeur, David Megías, Abbes Amira:
Deep learning for steganalysis of diverse data types: A review of methods, taxonomy, challenges and future directions. Neurocomputing 581: 127528 (2024) - Kohei Okawa, Felix Jimenez, Shuichi Akizuki, Tomohiro Yoshikawa:
Proposal of Learning Support Model for Teacher-Type Robot Supporting Learning According to Learner's Perplexed Facial Expressions. J. Robotics Mechatronics 36(1): 168-180 (2024) - Alberto Jiménez-Macías, Pedro J. Muñoz-Merino, Margarita Ortiz-Rojas, Mario Muñoz Organero, Carlos Delgado Kloos:
Content Modeling in Smart Learning Environments: A systematic literature review. J. Univers. Comput. Sci. 30(3): 333-362 (2024) - Yuliana Jiménez-Gaona, María José Rodríguez-Álvarez, Darwin Castillo Malla, Santiago García-Jaen, Diana Carrión-Figueroa, Patricio Corral-Domínguez, Vasudevan Lakshminarayanan:
BraNet: a mobil application for breast image classification based on deep learning algorithms. Medical Biol. Eng. Comput. 62(9): 2737-2756 (2024) - Jesus Rodrigo Cedeno Jimenez, Maria Antonia Brovelli:
Estimating Ground-Level NO2 Concentrations Using Machine Learning Exclusively with Remote Sensing and ERA5 Data: The Mexico City Case Study. Remote. Sens. 16(17): 3320 (2024) - Erick Guzmán-Quezada, Claudia Mancilla-Jiménez, Fernanda Rosas-Agraz, Rebeca Romo-Vázquez, Hugo Vélez-Pérez:
Embedded Machine Learning System for Muscle Patterns Detection in a Patient with Shoulder Disarticulation. Sensors 24(11): 3264 (2024) - Néstor Diego Rivera-Campoverde, Blanca del Valle Arenas-Ramirez, José Luis Muñoz Sanz, Edisson Jiménez:
GPS Data and Machine Learning Tools, a Practical and Cost-Effective Combination for Estimating Light Vehicle Emissions. Sensors 24(7): 2304 (2024) - Mary Jiménez Tovar, Jaime Acevedo Chedid, Holman Ospina-Mateus, Katherinne Salas Navarro, Shib Sankar Sana:
An optimization algorithm for the multi-objective flexible fuzzy job shop environment with partial flexibility based on adaptive teaching-learning considering fuzzy processing times. Soft Comput. 28(2): 1459-1489 (2024) - Jose Barambones, Cristian Moral, Angélica de Antonio, Ricardo Imbert, Loïc Martínez Normand, Elena Villalba Mora:
ChatGPT for Learning HCI Techniques: A Case Study on Interviews for Personas. IEEE Trans. Learn. Technol. 17: 1486-1501 (2024)
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