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Publikováno v:
IEEE Access, Vol 12, Pp 93791-93801 (2024)
The classification of gender from handwriting is a challenging issue that have great attention recently. Most of the exiting works were conducted on gender classification using face image and offline handwritten texts. This study explored an automate
Externí odkaz:
https://doaj.org/article/67d8cbe7387145b8a90b1b387fbc8653
Autor:
Rachna Vaish, Umakant Dhar Dwivedi
Publikováno v:
IEEE Access, Vol 12, Pp 94092-94115 (2024)
Numerous research works establish the high efficacy of Machine Learning (ML) based power system fault diagnosis over conventional analytical methods. The ongoing integration of renewable energy sources (RES) into the existing transmission networks al
Externí odkaz:
https://doaj.org/article/82876f81805c4720a97cf0ae7b29518b
Autor:
Te Meng Ting, Nur Syazreen Ahmad
Publikováno v:
IEEE Access, Vol 12, Pp 93658-93676 (2024)
Material classification is pivotal across materials science, engineering, and various industrial sectors. Despite the high accuracy of traditional material classification methods, they often entail large, intricate, and costly setups that demand skil
Externí odkaz:
https://doaj.org/article/601a7c82b3b6492f927070d9b835f8c6
Publikováno v:
IEEE Access, Vol 12, Pp 93116-93132 (2024)
This study explores the convergence of biometric analytics and machine learning in online education, where the level of student participation directly impacts academic achievement. In this study, various machine learning models were employed to ident
Externí odkaz:
https://doaj.org/article/0e6c038461d74cdba59db248a7458609
Autor:
Tamara Zhukabayeva, Aisha Pervez, Yerik Mardenov, Mohamed Othman, Nurdaulet Karabayev, Zulfiqar Ahmad
Publikováno v:
IEEE Access, Vol 12, Pp 91715-91733 (2024)
Smart grids are transforming the generation, distribution, and consumption of power, marking a revolutionary step forward for contemporary energy systems. Communication in smart grid environments is majorly performed through Wireless Sensor Networks
Externí odkaz:
https://doaj.org/article/184bc611fdcd41f3892957ea7ea9dd8e
Publikováno v:
IEEE Access, Vol 12, Pp 92506-92522 (2024)
Liver cirrhosis, a progressive and irreversible condition characterized by the replacement of healthy liver tissue with scar tissue, presents a persistent challenge in healthcare. Leveraging a comprehensive dataset of 424 patients, including controll
Externí odkaz:
https://doaj.org/article/7dcca47923a449e29440938b8b5a0882
Publikováno v:
IEEE Access, Vol 12, Pp 93568-93579 (2024)
The previous scheme used imitation learning by classification of branching or pruning, combined with Branch and Bound (B&B) algorithm to solve physical-layer-only joint optimal subcarrier and power allocation problem in the device-to-device communica
Externí odkaz:
https://doaj.org/article/d00e9718f68a42849eec57ebe66559c1
Publikováno v:
IEEE Access, Vol 12, Pp 91575-91589 (2024)
The main content of this study is the human-machine collaborative design research, taking the car body design as the carrier. The research framework focused on two phases of car body design process, that of design ideation and evaluation. In the idea
Externí odkaz:
https://doaj.org/article/ef738a973a224bc19736a4ac73844e85
Autor:
Belal S. Alsinglawi, Fady Alnajjar, Mohammed S. Alorjani, Osama Mohammed Al-Shari, Mauricio Novoa Munoz, Omar Mubin
Publikováno v:
IEEE Access, Vol 12, Pp 90571-90585 (2024)
Efficient bed management minimizes hospital costs and improves efficiency and patient outcomes. This study presents a predictive hospital-ICU length of stay (LOS) framework at admission, where it leverages hospital EHR. Our work utilizes supervised m
Externí odkaz:
https://doaj.org/article/bab5fb9e200d45d1a87d1f55387ff3aa
Autor:
Muhammad Muzammul, Muhammad Assam, Yazeed Yasin Ghadi, Nisreen Innab, Masoud Alajmi, Tahani Jaser Alahmadi
Publikováno v:
IEEE Access, Vol 12, Pp 91300-91315 (2024)
Trajectory planning for unmanned aerial vehicles (UAVs) presents a formidable challenge, particularly in environments where details about the terrain and objectives are not known beforehand. This uncertainty has propelled the adoption of UAVs across
Externí odkaz:
https://doaj.org/article/6d047cff66334933bff31b13b15b33e4