Optimization of the Naive Bayes Algorithm with SMOTETomek Combination for Imbalance Class Fraud Detection by Arief Tri Arsanto, Arif Faizin, Moch lutfi, Zulfatun Nikmatus Saadah

“…The number of majority samples is more significant in one class than the number of minority classes. …”
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Detection of Incipient Faults in Power Transformers using Fuzzy Logic and Decision Tree Models Based on Dissolved Gas Analysis by Felix Olowolafe, Kehinde Olukunmi Alawode

“…Trained with over 300 DGA samples from transformers with known faults, the models exhibit robust performance during testing with different datasets. …”
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THE INFLUENCE OF THE THERMAL REDUCTION TEMPERATURE ON THE STRUCTURE AND ELECTROPHYSICAL PROPERTIES OF REDUCED GRAPHENE OXIDE FILMS by Denis Yu. Kornilov

“…Presented materials can also be useful in issues related to GO and RGO obtaining and applying.…”
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Data Quality-Aware Client Selection in Heterogeneous Federated Learning by Shinan Song, Yaxin Li, Jin Wan, Xianghua Fu, Jingyan Jiang

“…Existing approaches address client drift and data heterogeneity issues. However, real-world settings often involve low-quality data with noisy features, such as covariate drift or adversarial samples, which are usually ignored. …”
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Urea application to improve the efficiency of hydrochloric acid treatments of carbonate reservoirs by Roman A. Vaganov, Vladimir A. Zhigarev, Svetlana S. Kositsyna, Daniil D. Chernykh

“…The article deals with issues related to increasing the efficiency of hydrochloric acid treatments of carbonate reservoirs. …”
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AS-TBR: An Intrusion Detection Model for Smart Grid Advanced Metering Infrastructure by Hao Ma, Yifan Fan, Yiying Zhang

“…The proposed model incorporates the Adaptive Synthetic Sampling (ADASYN) technique to mitigate data imbalance, thereby enhancing the detection accuracy of minority class samples. …”
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Drying Grain Pretreated by Low-Voltage Spark-Discharge Plasma Channel by Ivan A. Shorstkii

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Enhancing pathological feature discrimination in diabetic retinopathy multi-classification with self-paced progressive multi-scale training by Qiuji Zhou, Yongde Guo, Wenjian Liu, Yifeng Liu, Yanzhen Lin

“…Although deep learning has shown promise, its effectiveness is often limited by low-quality data and small sample sizes. To address these issues, we propose a novel deep learning framework for DR that incorporates self-paced progressive learning, introducing training samples from simple to complex, and randomized multi-scale image reconstruction for enhanced data augmentation and feature extraction. …”
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The Scientific Advances in Psychoactives Versus Artifacts in Amphetamine Analysis by Ricardo Jorge Dinis-Oliveira

“…However, false-positive results—where a sample is incorrectly identified as containing a psychoactive substance—remain a persistent issue. …”
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Profil Status Gizi Anak Batita (di Bawah 3 Tahun) Ditinjau dari Berat Badan/tinggi Badan di Kelurahan Padang Besi Kota Padang by Dwi Novrianda

“…It was conducted from August 2010until April 2011. The samples were 109 people with proportional random sampling. …”
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Hyperspectral imaging for non-invasive blood oxygen saturation assessment by Jiangbo Wu

“…Despite its potential, existing HSI techniques face challenges such as alignment issues, low light throughput, and tissue heating due to intense illumination. …”
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L’arrivée des premiers fers dans l’Occident atlantique by Raquel Vilaça

“…The author reviews the problematic issues raised by the introduction of the first iron artefacts in the context of social dynamics in the late 2nd and early 1st millennia BCE —i.e. at the end of the regional bronze age. …”
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Neuroimaging and Neurocognitive Correlates of Aggression and Violence in Schizophrenia by Elisabeth M. Weiss

“…In this context several methodological and conceptional issues that limited the comparison of these studies will be addressed.…”
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A Critical Analysis of Modern and Postmodern Philosophers at the End of History by Muhammad Asghari

“…We also propose some samples whenever necessary.…”
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Salt composition of potable water from centralized sources of water supply in the rural tacsons of Dnepropetrovsk region by Hryhorenko L.V., Zaitsev V.V., Kondratiev A.Yu.

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Differences in the Attitudes of Fourth Grade Pupils of the Elementary School According to the Teaching of Physical Education in Terms of Gender by Katarina Dragutinovic, Milena Mitrovic

“…Students are divided into 2 sub-samples according to the gender criterium (74 boys, 47 girls). …”
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Enhanced Raman Scattering by Molecular Nanoaggregates by Daniel L. Akins

“…Beyond the theoretical formulation behind the AERS phenomenon, also outlined in this review are representative samples of the publications of other authors and researchers using AERS to provide explanations for experimental findings. …”
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Organiser l’invention technologique et artistique ? by Nicolas Donin, Samuel Goldszmidt, Jacques Theureau

“…Several notions and methods of activity-centred design proved relevant to the analysis of collected data: the notions of design object (in particular when defined as a situation and not as a device) and of its processual definition, the notion of intermediate situation, and the participatory methods of future operators in the design process. These issues are illustrated throughout the paper with the help of significant data samples (transcription extracts, score extracts, pictures, etc.). …”
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Motivasi Membaca Siswa di Daerah Rural Berdasarkan Jenis Sekolah dan Gender by M Fadli Nugraha, Salamiah Sari Dewi, Erlina Sari Siregar

“…Strata took samples and data using a reading motivation scale, which will then be analyzed using a t-test. …”
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ARPA Project: Art therapy with amputees. Results, ethical-methodological reflections and conclusions of the study by Kathya Adsuar Pascual, Javier Serrano Carballo

“…</p><p>The presence of positive effects is concluded, although studies with larger and more rigorous samples in their methodology are necessary.</p>…”
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