The Application of Machine Learning to Educational Process Data Analysis: A Systematic Review by Jing Huang, Yan Ping Xin, Hua Hua Chang

“…However, its large size, unstructured format, and inherent noise pose significant challenges for effective analysis. Machine learning (ML) has emerged as a powerful tool for tackling such complexities. …”
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Composition of Innovative Activity’ Parameters for a System of Analysis and Making Decision in the Innovations by Irina Anatolyevna Razumova, Nadezhda Nikolaevna Pokrovskaya, Lilia Vilyevna Akhmerova

“…Innovative activity determines the ability of an enterprise, region or country to occupy leading or profitable positions within the global economic system. …”
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UDEMY PLATFORM NON-FORMAL EDUCATION: ANALYSIS OF 3D-GRAPHICS COURSES by Volodymyr Hr. Shamonia, Mariia M. Ostroha, Ihor O. Biesiedin

“…The research objective is: 1) to describe the main thematic sections of the Udemy platform; 2) quantitative analysis of courses in 3D-graphics in terms of complexity, duration, language teaching, in areas of development of 3D graphics. …”
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Assessing the generalization capabilities of TCR binding predictors via peptide distance analysis. by Leonardo V Castorina, Filippo Grazioli, Pierre Machart, Anja Mösch, Federico Errica

“…Understanding the interaction between T Cell Receptors (TCRs) and peptide-bound Major Histocompatibility Complexes (pMHCs) is crucial for comprehending immune responses and developing targeted immunotherapies. …”
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Assessing Digital Competence Among Health Science Undergraduates: a Critical Analysis by Antonieta Herrera-Lillo, Gabriela Urrejola-Contreras

“…Continuously improving students' digital competence and guiding their use of technology to solve complex problems can add significant value in the field of e-health, preparing them to fully leverage the opportunities technology offers in academic and professional settings. …”
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Investigation and analysis of mental health status of the older adult in western rural areas by Shuai Zhao, Liangfu Han, Yi Liu, Xudong Rui

“…Univariate analysis, multivariate logistic regression, and mediational analysis were performed to explore the relationships between different factors and mental health outcomes. …”
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Detection of Pear Quality Using Hyperspectral Imaging Technology and Machine Learning Analysis by Zishen Zhang, Hong Cheng, Meiyu Chen, Lixin Zhang, Yudou Cheng, Wenjuan Geng, Junfeng Guan

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A Frequency-Aware Transformer for Multiscale Fault Diagnosis in Electrical Machines by Yurim Choi, Inwhee Joe

“…However, conventional fault diagnosis methods struggle to effectively capture complex time-frequency patterns, limiting their ability to perform early fault detection and accurate classification. …”
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Exploring Protagonist Characterization in Assassin’s Creed III (2012): A Transitivity Analysis by Rio Firman Wandana, Wawan Gunawan

“…Focusing on the use of transitivity system, the analysis found that the identified transitivity processes uniquely construe the portrayal of Connor’s complex characterization. …”
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Conformational landscape of soluble α-klotho revealed by cryogenic electron microscopy by Nicholas J. Schnicker, Zhen Xu, Mohammad Amir, Lokesh Gakhar, Chou-Long Huang

“…Single particle cryogenic electron microscopy (cryo-EM) revealed a 3.3 Å resolution structure of apo-sKLA that overlays well with its counterpart in the ternary complex with several distinct features. Compared to the ternary complex, the KL2 domain of apo-sKLA is more flexible. …”
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The importance of interlanguage in language teaching: an analysis of its development in l2 learners by Saverio Barone

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Advances and applications of empirical mode decomposition and its variants in hydrology: A review by CHEN Yunfei, LIU Zuyu, LIU Xiuhua, HE Junqi, ZHENG Ce, MA Yandong

“…Hydrological series are influenced by climate change, ecological succession, and human activities, containing complex, multi-layered, and interactive information that reflects highly non-linear and non-stationary characteristics. …”
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Radius Model for Some Cells in Human Body on Multiplicative Calculus by Zeynep Altay, Fadime Demirbağ, Meryem Uşen, Emrah Yılmaz

“…The cell is the basic structure and process unit that carries all the living characteristics of a living thing and has the ability to survive on its own under suitable conditions. …”
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Construction and implementation of knowledge enhancement pre-trained language model for text sentiment analysis by Lan Cui

“…In addition, the model shows stronger robustness when dealing with long texts and complex emotional expressions. Further analysis shows that the knowledge enhancement module effectively improves the model's ability to recognize emotional vocabulary and tendencies. …”
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Fault Detection and Protection Strategy for Multi-Terminal HVDC Grids Using Wavelet Analysis by Jashandeep Kaur, Manilka Jayasooriya, Muhammad Naveed Iqbal, Kamran Daniel, Noman Shabbir, Kristjan Peterson

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FLIMJ: An open-source ImageJ toolkit for fluorescence lifetime image data analysis. by Dasong Gao, Paul R Barber, Jenu V Chacko, Md Abdul Kader Sagar, Curtis T Rueden, Aivar R Grislis, Mark C Hiner, Kevin W Eliceiri

“…Built on the FLIMLib decay curve fitting library and the ImageJ Ops framework, FLIMJ offers FLIM fitting routines with seamless integration with many other ImageJ components, and the ability to be extended to create complex FLIM analysis workflows. …”
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Large-Scale Analysis of Auditory Segregation Behavior Crowdsourced via a Smartphone App. by Sundeep Teki, Sukhbinder Kumar, Timothy D Griffiths

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Exploring the Shared Genetic Characteristics of Peri-Implantitis and Osteoporosis: A Transcriptomic Analysis Perspective by Churen Zhang, Feixiang Wang, Jianguo Ke, Cuihong Lin, Xiaohua Zeng, Qiuyan Yang, Qiaoling Cai

“…Furthermore, our miRNA–mRNA interaction network analysis suggested complex regulatory mechanisms related to the hub genes. …”
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Operando impedance spectroscopy with combined dynamic measurements and overvoltage analysis in lithium metal batteries by Sara Drvarič Talian, Gregor Kapun, Jože Moškon, Robert Dominko, Miran Gaberšček

“…Abstract State-of-the-art battery cells are composed of complex heterogeneous electrode structures that pose significant challenges for analyzing electrochemical processes. …”
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CrackdiffNet: A Novel Diffusion Model for Crack Segmentation and Scale-Based Analysis by Yunlong Song, Yumeng Su, Shiying Zhang, Ruilin Wang, Youling Yu, Weiping Zhang, Qi Zhang

“…Additionally, a new crack width calculation method is proposed, which further optimizes the measurement accuracy of crack width by leveraging the medial axis of the segmentation mask, thereby improving the model’s ability to describe crack morphology. To comprehensively evaluate the model’s performance, the dataset was categorized, and a detailed analysis of crack width errors was conducted for different regions. …”
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