Analysis of the Impact of Selected Dynamic Parameters of a Motor Vehicle on CO₂ Emissions Using Logistic Regression by Magdalena Rykała, Małgorzata Grzelak, Anna Borucka

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Automatic melanoma detection using an optimized five-stream convolutional neural network by Vida Esmaeili, Mahmood Mohassel Feghhi, Hadi Seyedarabi

“…Finally, we propose an optimized four-stream CNN (OFSCNN) for classification. It can simultaneously classify the lesion color, lesion edges, texture features, local-spatial frequency features, and multi-oriented gradient features. …”
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Fault location and isolation technology for power grid automation based on intelligent algorithms by Qi Guo, Fuhe Wang, Suxia Cheng, Ke Wang, Yifan Zhang

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Machine Learning Aided Resilient Spectrum Surveillance for Cognitive Tactical Wireless Networks: Design and Proof-of-Concept by Eli Garlick, Nourhan Hesham, MD. Zoheb Hassan, Imtiaz Ahmed, Anas Chaaban, MD. Jahangir Hossain

“…Detecting the presence of an unknown and remote interference source in a frequency band from the transmitter end is also challenging, especially when the received interference power remains at or below the noise floor. To address these issues, this paper proposes an automated interference detection framework, entitled <inline-formula> <tex-math notation="LaTeX">$\textsf {MARSS}$ </tex-math></inline-formula> (Machine Learning Aided Resilient Spectrum Surveillance). …”
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Visual Automatic Localization Method Based on Multi-level Video Transformer by Qiping ZOU, Botao LI, Saian CHEN, Xi GUO, Taohong ZHANG

“…After multiple iterations through the MLEs, these tokens are fed into a Multi-Layer Perceptron for final classification predictions, focusing on semantic-level video classification. …”
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SCIENTIFIC APPROACHES TO DEFINING, REGULATING AND RESEARCHING ENTITY ACCOUNTS RECEIVABLE by Nicolai JIERI, Violeta CODREAN, Ana Carolina COJOCARU (BĂRBIERU)

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Land Surface Temperature Change Observation and Spatial Area Determination with Satellite Images in the Fire Area by Alperen Cihan, Kübra Cerit

“…Fighting fires is an extremely important issue to prevent the loss of forests. With the developing technology, satellite images have become one of the basic tools for fighting fire over time. …”
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Light weighted privacy protection ViT inference framework based on secret sharing by MA Min, FU Yu, HUANG Kai, JIA Xiaofeng

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El prisma de la desigualdad mundial: una clasificación multidimensional de países by Rogelio Madrueño, Sergio Tezanos

“… This paper provides a broad overview of the issue of rising inequality and builds an international and multidimensional taxonomy of economic inequality. …”
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CLASSIFYING ANDROID MALWARE CATEGORIES BASED ON DYNAMIC FEATURES: AN INTEGRATION OF FEATURE REDUCTION AND SELECTION TECHNIQUES by abdullah alsraratee, Ahmed Al-Azawei

“…Despite efforts to identify and categorize malware in seemingly safe Android apps, addressing this issue is still lacking. Therefore, understanding the unique behaviors of common Android malware categories is essential. …”
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Robustifying Routers Against Input Perturbations for Sparse Mixture-of-Experts Vision Transformers by Masahiro Kada, Ryota Yoshihashi, Satoshi Ikehata, Rei Kawakami, Ikuro Sato

“…However, unlike standard neural networks, sparse mixture-of-experts models inherently exhibit discontinuities in the output space, which may impede the acquisition of appropriate invariance to the input perturbations, leading to a deterioration of model performance for tasks such as classification. To address this issue, we propose Pairwise Router Consistency (PRC) that effectively penalizes the discontinuities occurring under natural deformations of input images. …”
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Comparative study on Functional Machine learning and Statistical Methods in Disease detection and Weed Removal for Enhanced Agricultural Yield by Sudha D., Menaga D.

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تصنيف الجامعات الخضراء وتحسين استدامة الحرم الجامعى فى مصر Ranking Green Universities and Improving Campus Sustainability in Egypt by Lobna Agha

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Transformation-Based Data Synthesis for Limited Sample Scenario by Chang-Hwa Lee, Sang Wan Lee

“…Our proposal for resolving this issue is to learn a pair-wise transformation function (e.g., spatial or appearance) between given samples. …”
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LFEN: A language feature enhanced network for scene text recognition by Hui Chen, Runming Jiang, Fang Hu, Min Chen, Yin Zhang

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Theoretical aspects of studying financial ecosystems by A. V. Savtsova, A. I. Khakirov

“…The paper presents the results of systematizing the position of Russian scholars on the issue of defining financial ecosystems. The criteria for classifying financial ecosystems are proposed.Conclusion. …”
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Students' performance prediction employing Decision Tree by Abtahi Ahmed, Farzana Akter Nipa, Wasi Uddin Bhuyian, Khaled Md Mushfique, Kamrul Islam Shahin, Huu-Hoa Nguyen, Dewan Md. Farid

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The role of psychiatrists in diagnosing conversion disorder: a mixed-methods analysis by Kanaan R, Armstrong D, Wessely S

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A Systematic Literature Review on the Application of Machine Learning for Predicting Stunting Prevalence in Indonesia (2020–2024) by Emilda Indrisari, Hidayat Febiansyah, Bambang Adiwinoto

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Machine learning and explainable artificial intelligence to predict and interpret lead toxicity in pregnant women and unborn baby by Priyanka Chaurasia, Pratheepan Yogarajah, Abbas Ali Mahdi, Sally McClean, Mohammad Kaleem Ahmad, Tabrez Jafar, Sanjay Kumar Singh

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