Zobrazeno 1 - 10
of 88
pro vyhledávání: '"UMI KALSOM YUSOF"'
Autor:
Panpan Fu, Umi Kalsom Yusof
Publikováno v:
IEEE Access, Vol 12, Pp 129528-129540 (2024)
In practical applications, the issue of data imbalance inevitably rises. In most studies, the predominant focus regarding long-tailed class imbalance pertains to a setting within a single domain in which the training and test samples are presumed to
Externí odkaz:
https://doaj.org/article/d86647270a71491591eaa8cb434d3b1e
Publikováno v:
Applications of Modelling and Simulation, Vol 7, Pp 168-177 (2023)
Forecasting inpatient and outpatient visits is essential for successful resource allocation and clinical decision-making. The techniques used by previous researchers for forecasting, primarily based on statistical approaches, which often require exte
Externí odkaz:
https://doaj.org/article/8dcee2e135c94fdd8f0965d8e6437ad1
Publikováno v:
Applied Sciences, Vol 14, Iss 6, p 2433 (2024)
Multiple Sequence Alignment (MSA) plays a pivotal role in bioinformatics, facilitating various critical biological analyses, including the prediction of unknown protein structures and functions. While numerous methods are available for MSA, bioinspir
Externí odkaz:
https://doaj.org/article/624d6e31e9b14530b49486887f3cae4b
Autor:
Yanfang He, Umi Kalsom Yusof
Publikováno v:
IEEE Access, Vol 11, Pp 30197-30207 (2023)
Multiple perspectives can be used to explore rich and complex datasets that are widely used in many applications. However, in real-world applications, the multi-view data are often noisy because of various environmental factors. The key challenge of
Externí odkaz:
https://doaj.org/article/bb80a486b66845ae846e555c43b11891
Publikováno v:
Mathematics, Vol 11, Iss 22, p 4578 (2023)
In the realm of bioinformatics, Multiple Sequence Alignment (MSA) is a pivotal technique used to optimize the alignment of multiple biological sequences, guided by specific scoring criteria. Existing approaches addressing the MSA challenge tend to sp
Externí odkaz:
https://doaj.org/article/ec3855cd977a40d7be12c3ed6829baa5
Publikováno v:
Journal of Information Technology Management, Vol 14, Iss 5th International Conference of Reliable Information and Communication Technology (IRICT 2020), Pp 203-222 (2022)
Dimensionality reduction is among the data mining process that is used to reduce the noise and complexity of features in various datasets. Feature selection (FS) is one of the most commonly used dimensionalities that reduces the unwanted features fro
Externí odkaz:
https://doaj.org/article/5341aa0a7045431c9b0a21290fdf9509
Autor:
Iza Sazanita Isa, Mohamed Syazwan Asyraf Rosli, Umi Kalsom Yusof, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman
Publikováno v:
IEEE Access, Vol 10, Pp 52818-52831 (2022)
This study optimized the latest YOLOv5 framework, including its subset models, with training on different datasets that differed in image contrast and cloudiness to assess model performances based on quantitative metrics and image processing speed. T
Externí odkaz:
https://doaj.org/article/a8c8c4c110074e13a4b3b69f3e52253c
Autor:
Norismiza Ismail, Umi Kalsom Yusof
Publikováno v:
Computers and Education: Artificial Intelligence, Vol 5, Iss , Pp 100141- (2023)
Nowadays, fewer students are choosing to enroll in STEM (science, technology, engineering, and mathematics) fields. STEM students in schools and in higher educational institutions appear to be waning, as evidenced by low secondary school STEM enrolme
Externí odkaz:
https://doaj.org/article/111a1dee1ec3496b9f7481c202983243
Autor:
NORISMIZA ISMAIL, Umi Kalsom Yusof
Publikováno v:
Journal of ICT, Vol 21, Iss 3 (2022)
Machine learning (ML) prediction determinants based on open data (OD) are investigated in this work, which is accomplished by examining current research trends over ten years. Currently, OD is commonly regarded as the most crucial trend for users to
Externí odkaz:
https://doaj.org/article/4a4ad0053b3b4743996d54643ab66a8d
Publikováno v:
IEEE Access, Vol 9, Pp 117832-117844 (2021)
With the increasing pressure from the market and the surge of “Industry 4.0,” staying competitive and relevant is becoming more and more difficult. The assembly line, which represents a long-term investment of the manufacturing industry, needs to
Externí odkaz:
https://doaj.org/article/0a82963e511e40e2a87d8d0fa3a24356