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“dataset”

28 referensi ditemukan

JOURNAL Umuminternational2026

An explainable fairness-aware deep learning framework for credit score classification on imbalanced financial data

Ali Al-Ataby; Waleed Al-Nuaimy · DOAJ Open Access Articles

Deep learning-based credit scoring systems face three interrelated challenges typically addressed in isolation: unavoidable class imbalance, model opacity, and demographic inequalities. This paper proposes the Explainable Fairness-Aware Deep Learning (EFADL) framework, which is a unified end-to-end pipeline designed to mitigate these risks simultaneously. Th…

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JOURNAL Umuminternational2026

Blockchain-based secure communication model for IoT solar tracking networks

Udit Mamodiya; Indra Kishor; Pellakuri Vidyullatha; Amer Alqutaesh; Hussein N. E. Edrees; Ghada Alradwan · DOAJ Open Access Articles

Solar tracking systems using IoTs are being implemented in efforts to enhance solar photovoltaic efficiency, but are susceptible to unsecure communications, data modification and low flexibility to changing environmental scenarios. Current solutions usually focus on either control optimization or communication security but not both resulting in sub optimal s…

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JOURNAL Umuminternational2026

Real-time edge-to-cloud collaborative detection for mobile banking fraud

Himani Fnu; Harshendra Gite; Virendra Singh Chawra; Rommel AlAli; Ashraf M. Zaher; Shoeb Saleh · DOAJ Open Access Articles

Mobile banking has been experiencing unsustainable growth in the last ten years, as the volume of digital payments worldwide is currently more than USD 8.49 trillion and is estimated to be more than USD 20 trillion by 2026. At the same time, fraudulent attacks have been directed toward mobile banking platforms to a significant extent, causing losses amountin…

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JOURNAL Umuminternational2026

A hybrid machine learning framework for optimized MSME classification and knowledge discovery in smart village systems

Eneng Tita Tosida; Ajiz Abdul Majid; Irma Anggraeni; Jumadil Saputra; Muhamad Deni Johansyah · DOAJ Open Access Articles

Micro, Small, and Medium Enterprises (MSMEs) are a vital component of local economic growth, making significant contributions to advancing Smart Village and Smart Economy programs. The classification and distribution processes to support MSMEs across numerous locations continue to be manual, subjective, and inefficient. This study employs a hybrid data minin…

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JOURNAL PAIinternational2026

Suppression of MCM2 reduces cancer stem cells and epithelial-mesenchymal transition-related phenotypes in breast cancer cells

Rae-Kwon Kim · DOAJ Open Access Articles

Purpose Minichromosome maintenance protein 2 (MCM2) is a key regulator of DNA replication and has been implicated in tumor progression. While previous studies have demonstrated its role in lung cancer stem cells (CSCs), its role in breast cancer remains unclear. This study aimed to investigate whether MCM2 regulates CSCs and epithelial-mesenchymal transition…

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JOURNAL PAIinternational2026

The functional purpose of tools manufactured from pottery fragments at sites associated with the Eastern Variant of the Itkul Culture in the Lower Tobol region

Kostomarova Yu.V. · DOAJ Open Access Articles

This paper presents the findings of an experimental traceological study of pottery fragments exhibiting evidence of secondary use, recovered from settlements attributed to the Eastern Variant of the Itkul Culture: Karagai Aul 1 (n = 58) and Vak-Kur 2 (n = 43). These sites are located in the Lower Tobol region (Western Siberia) and date to the second half of …

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JOURNAL Umuminternational2022

How can musicians be both more and less empathic than nonmusicians? Using R and Shiny to reveal how Simpson's Paradox emerges when comparing unbalanced groups

van Vugt, Floris · DOAJ Open Access Articles

Imagine we want to understand whether musicians are more empathic than non-musicians. We recruit two groups of individuals, musicians and nonmusicians, and administer empathy tests. To compare the empathy scores we could use a two-sample t-test, or, equivalently, a one-way ANOVA. However, before we do so, textbooks advise us we have to investigate whether th…

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JOURNAL Umuminternational2020

Making data playable: A game co-creation method to promote creative data literacy

Stefan Werning · DOAJ Open Access Articles

This article explores how making data playable, i.e. developing exploratory co-creation techniques that use elements of play and games to interpret small to mid-sized datasets beyond the current focus on visual evidence, can help a) promote creative data literacy in higher education, and b) expand existing definitions of data literacy. The article briefly in…

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