For citation: Gapontsev V. L., Fedorov V. A., Dorozhkin Ye. M. A look at the global educational crisis through the lens of experience of the history of science. Part 1.The scientif... by V. L. Gapontsev, V. A. Fedorov, Ye. M. Dorozhkin

“…Introduction. The issue of the global educational crisis was outlined by Ch. …”
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Tumor ViT-GRU-XAI: Advanced Brain Tumor Diagnosis Framework: Vision Transformer and GRU Integration for Improved MRI Analysis: A Case Study of Egypt by Mohammed Aly, Abdullatif Ghallab, Islam S. Fathi

“…This study presents an innovative framework aimed at enhancing the detection and classification of brain tumor characteristics in Magnetic Resonance Imaging (MRI) scans. …”
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The prognostic value of boost dose in residual cervical lymph nodes in nasopharyngeal carcinoma patients after intensity-modulated radiotherapy: a retrospective study by Mengting Xu, Liuling Wang, Jianming Ding, Yiying Xu, Zhaodong Fei

“…To balance possible confounders between groups, propensity score matching (PSM) was carried out (ratio: 1:2). Risk classification was according to postradiotherapy Epstein-Barr virus (EBV) DNA and N category. …”
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Quantifying the severity of Marssonina blotch on apple leaves: development and validation of a novel spectral index by Wenjie Zhang, Chengjian Zhang, Riqiang Chen, Bo Xu, Hao Yang, Haikuan Feng, Dan Zhao, Baoguo Wu, Chunjiang Zhao, Guijun Yang

“…At the canopy scale, AMBI enabled effective classification of healthy and diseased trees, yielding an overall accuracy (OA) of 89.09% and a Kappa coefficient of 0.78. …”
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Tackling the Optimal Phasor Measurement Unit Placement and Attack Detection Problems in Smart Grids by Incorporating Machine Learning by Ramzi Al-Sharawi, Abdelfatah Ali, Mostafa Shaaban, Nasser Qaddoumi, Mohamed S. Abdalzaher

“…Thus, this paper proposes a novel approach by formulating this issue as a tri-objective functions optimization problem. …”
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Utilization of a Joint Point Regression Model for Predicting Mortality Rates of Common Cancers in Babol City by Pouyan Ebrahimi, Sara Khaleghi, Mohebat Vali, Sahar Delavari, Soraya Khafri, Mohsen Karami, Layla Shojaie, Hossein‐Ali Nikbakht

“…Conclusion Cancer mortality in Babol remains a significant public health issue with an increasing trend. Nevertheless, these rising mortality rates require urgent interventions, including cancer prevention programs, increased access to medical services, and improved quality of life.…”
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An Improved Spatiotemporal Fusion Framework for Land-Cover Temporal Harmonization of High-Resolution Remote Sensing Images by Kangning Li, Zilin Xie, Xiaojun Qiao, Jinzhong Yang, Jinbao Jiang

“…Furthermore, STF-TH significantly improved the subsequent classification accuracy, with the <italic>F</italic>1-score and the overall accuracy improved to 89.88&#x0025; and 93.87&#x0025;, respectively. …”
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Nomogram Model for Predicting Risk of Postoperative Delirium in Adult Liver Transplant Patients: A Retrospective Study by Yu LL, Gong Y, Fang F, Wang T, Cang J

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Using Autoencoders to Classify EMC Problems in Electronic System Development by J. Maalouly, D. Hemker, C. Hedayat, M. Olbrich, S. Lange, H. Mathis, H. Mathis

“…The previous paper aimed to classify the electromagnetic compatibility (EMC) problem classification, while this paper addresses two primary issues: the data and the technique. …”
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Administrative law challenges of post-clearance audit in Serbia by Cucić Vuk

“…The author identifies issues regarding the transparency, interpretation and implementation of the PCA in Serbia and contests the (internationally recognized) practice of changing the classification of goods in accepted customs declarations. …”
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Gaussian process latent variable models-ANN based method for automatic features selection and dimensionality reduction for control of EMG-driven systems by Maham Nayab, Asim Waris, Muhammad Jawad Khan, Dokhyl AlQahtani, Ahmed Imran, Syed Omer Gilani, Umer Hameed Shah

“…To overcome such issues, this paper proposes a novel approach that integrates feature reduction techniques with an artificial neural network (ANN) classifier to enhance the accuracy of high-dimensional EMG classification. …”
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Unveiling Public Sentiment on Quarter Life Crisis: A Comparative Performance Evaluation of Support Vector Machine and Naïve Bayes Algorithms on Social Media X Data by Talitha Dwi Septyorini, Khothibul Umam, Maya Rini Handayani

“…Quarter Life Crisis (QLC) is one of the psychological issues experienced by many young adults and is characterized by uncertainty, anxiety, and emotional distress. …”
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The Influence of Climate Change and Socioeconomic Transformations on Land Use and NDVI in Ordos, China by Yin Cao, Zhigang Ye, Yuhai Bao

“…Land use change is related to a series of core issues of global environmental change, such as environmental quality improvement, sustainable utilization of resources, energy reuse and climate change. …”
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Designing a fuzzy system for lung disease diagnosis based on spirometry by firuze ebrahimpoor, vali derhami, mehrdad mostaghaci, mohammad javad zare, Raziyeh Soltani Gerdefaramarzi

“…Conclusion: Using the fuzzy systems for modeling and predicting on medical issues such as diagnosis the diseases recommended due to the appropriate performance of them in uncertain environment. …”
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End-of-Line Quality Control Based on Mel-Frequency Spectrogram Analysis and Deep Learning by Jernej Mlinarič, Boštjan Pregelj, Gregor Dolanc

“…The proposed approach addresses these issues by learning discriminative patterns directly from raw sensor data and automating the classification process. …”
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Beyond traditional methods: Innovative integration of LISS IV and Sentinel 2A imagery for unparalleled insight into Himalayan ibex habitat suitability. by Ritam Dutta, Lalit Kumar Sharma, Bheem Dutt Joshi, Vineet Kumar, Amira Sharief, Saurav Bhattacharjee, Mukesh Thakur, Dhriti Banerjee, Rajappa Babu

“…To achieve accurate classification of wildlife habitats, it is important to consider the different capabilities of spectral and spatial resolution. …”
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The Ecological Model of Pastures Zoning of Kurdistan Province Emphasizing on the Climatic Elements of Temperature and Precipitation by Gholamali Mozafari, Farshad Safarpour

“…Pastures are renewable natural resources which provide the grass for the cattle need, adjust the weather and hydrological flows, provide water for aquifer, prevent soil erosion, control pollution, dispel food poisoning, and bring about soil formation through improving soil formation processes. Classification of pastures with regard to the rate of grass production and paying fine to pasture owners in case of famine is one of the issues which have always been the focus of agricultural planners. …”
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Sparse Deep Neural Network for Encoding and Decoding the Structural Connectome by Satya P. Singh, Sukrit Gupta, Jagath C. Rajapakse

“…Brain state classification by applying deep learning techniques on neuroimaging data has become a recent topic of research. …”
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Analisis Sentimen Kebijakan Penerapan Kurikulum Merdeka Sekolah Dasar dan Sekolah Menengah pada Media Sosial Twitter dengan Menggunakan Metode Word Embedding dan Long Short Term Me... by Alif Rizal Maulana, Satrio Hadi Wijoyo, Yusi Tyroni Mursityo

“…Model dievaluasi menggunakan classification report yang menghasilkan empat nilai metrics yaitu, accuracy, recall, precision, dan f1-score. …”
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The Clinical and Economic Burden of Idiopathic Hypersomnia and Narcolepsy: A United States Claims-Based Analysis by Saad R, Markt SC, Lillaney P, Profant DA, Fuller DS, Poole EM, Alvord T, Prince P, Desai S, Whalen M, Ni W, Black J

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