Comparative Analysis: Machine vs Human Translation of Educational Scientific Texts. Challenges and Solutions by N. A. Antonova, I. V. Kuzmich

“…The purpose of this article is to analyze the features of identity formation and identification processes in postmodern society and in digital society. …”
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Digital Technologies and Society: Identity Transformation by S. I. Platonova

“…The purpose of this article is to analyze the features of identity formation and identification processes in postmodern society and in digital society. …”
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Cocoa bean quality identification using a computer vision-based color and texture feature extraction by Basri Basri, Indrabayu Indrabayu, Andani Achmad, Intan Sari Areni

“…The current pressing issue in the downstream processing of cocoa beans in cocoa production is a strict quality control system. …”
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Digitalization of education as a cultural value by I. A. Udzhukhu, F. A. Tuguz, E. S. Dvoynikova

“…The relevance of the research is due to the emerging scientific contradiction, which requires resolution, between the active process of digitalization of all spheres of human life and the potential capabilities of the educational institution to effectively implement digital services in the educational process. …”
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Some Formal Results on Positivity, Stability, and Endemic Steady-State Attainability Based on Linear Algebraic Tools for a Class of Epidemic Models with Eventual Incommensurate Del... by M. De la Sen, R. Nistal, S. Alonso-Quesada, A. Ibeas

“…To this end, the complete state vector is split into the dynamically coupled infective and noninfective compartments each one containing the corresponding state components. …”
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The “Ants of Cyprus” website: a dynamic, online awareness raising and conservation tool by Jakovos Demetriou, Christos Georgiadis, Sebastian Salata, Lech Borowiec, Mathias Dillen, Quentin Groom, Evan Economo, Helen Roy, Angeliki Martinou

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Exploring the Characteristics of Ocean Surface Winds at High Resolution With Doppler Scatterometry by Alexander Wineteer, Ernesto Rodriguez, Dragana Perkovic Martin, Hector Torres, Federica Polverari, Ruzbeh Akbar, Cesar Rocha

“…How, and at what scales these processes occur is an active area of research, and modeling studies suggest that the strongest vertical transport and air‐sea exchanges occur at small scales. …”
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Morphometric Indicators of High Tatra Mts. Lakes and Their Catchments to Analyse Debris Flow Dynamics (Slovakia) by Čajková Silvia, Hrivnáková Kristína, Hreško Juraj

“…The study has shown a significant influence of morphometric parameters of catchments on the dynamics and frequency of morpho-dynamic processes.…”
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A framework based on mechanistic modelling and machine learning for soil moisture estimation by Sabri Kanzari, Sana Ben Mariem, Samir Ghannem, Safouane Mouelhi, Hiba Ghazouani, Bechir Ben Nouna

“…The statistical performance indices of prediction, root mean square error and correlation coefficient indicate the superiority of regression trees over other methods for all soil layers and during both calibration and validation processes and reproducing the seasonal variation of soil moisture.…”
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Green Fluorescent Protein Expressed in Living Mosquitoes—Without the Requirement of Transformation by S. Higgs, D. Traul, B.S. Davis, K.I. Kamrud, C.L. Wilcox, B.J. Beaty

“…Details of arthropod anatomy and development, and the replication and development of pathogens in the arthropod vector, have relied upon examination of dissected or histologically processed material. …”
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Evaluation of Different Stemming Techniques on Arabic Customer Reviews by Hawraa Fadhil Khelil, Mohammed Fadhil Ibrahim, Hafsa Ataallah Hussein, Raed Kamil Naser

“…Big companies all over the world assign a lot of their efforts to analyzing customers’ feedback to keep track of their needs. Natural Language Processing (NLP) is widely used to analyze such review texts. …”
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Comparative Analysis of Force-Sensitive Resistors and Triaxial Accelerometers for Sitting Posture Classification by Zhuofu Liu, Zihao Shu, Vincenzo Cascioli, Peter W. McCarthy

“…Triaxial accelerometers exhibited higher accuracy in both training (99.4%) and testing (99.0%) phases compared to FSRs (96.6% and 95.4%, respectively), with slightly reduced processing times (0.83 s vs. 0.85 s for training; 0.51 s vs. 0.54 s for testing). …”
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Identification of mitophagy-related genes with diagnostic value in acute rejection following kidney transplantation using bioinformatics analysis by Jianan Ma, Dawei Wu, Xinyuan An, Yongrui Zhang, Haijian Wei

“…Functional enrichment analysis uncovered several biological processes and signaling pathways associated with these genes. …”
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Wetland Dynamics, Trends and Environmental Implications: Comparative Study in Bamenda II and III Municipalities, North West Region, Cameroon by Mbanga Lawrence Akei, Dingha Chrispo Babila

“…These were corrected, and processed in ArcGIS 10.3 using the interactive supervised classification tool and converted from raster to vector, permitting the production of LULC maps and automatic calculation of changes in wetland areas. …”
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A Comparative Study of Machine Learning Techniques for Cell Annotation of scRNA-Seq Data by Shahid Ahmad Wani, SMK Quadri, Mohammad Shuaib Mir, Yonis Gulzar

“…Accurate cell type annotation is a critical step in single-cell RNA sequencing (scRNA-seq) analysis, enabling deeper insights into cellular heterogeneity and biological processes. In this study, we conducted a comprehensive comparative evaluation of various machine learning techniques, including support vector machine (SVM), decision tree, random forest, logistic regression, gradient boosting, k-nearest neighbour, transformer, and naive Bayes, to determine their effectiveness for single-cell annotation. …”
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Design of a robot system for improved stress classification using time–frequency domain feature extraction based on electrocardiogram by Malhotra Vikas, Saini Gurpreet Singh, Malhotra Sumit, Popli Renu

“…Further, the support vector machine classifier was used to classify the stress level (low, medium, and high) of the extracted signal. …”
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Transient oxidation of hazes a source of nutrients during the great oxidation event by L. Maratrat, A. Y. Jaziri, M. Millan, V. Moulay, L. Vettier, T. Govekar, A. Abello, N. Carrasco

“…Abstract The transition period of the Great Oxidation Event (GOE) saw the emergence of transient physical and chemical processes. In this context, photochemical organic hazes may have evolved in an atmosphere containing low concentrations of oxygen (< 10− 5/10− 6 Present Atmospheric Level). …”
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Causes and Factors of Changes in Consumer Behavior by Larisa Moskovceva, Svetlana Yazykova, Irina Shaposhnikova, Alina Orlova

“…The research is relied on information from open sources, processed with the help of standard research methods and economic analysis. …”
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A simulation-driven computational framework for adaptive energy-efficient optimization in machine learning-based intrusion detection systems by Ripal Ranpara, Osamah Alsalman, Om Prakash Kumar, Shobhit K. Patel

“…Furthermore, the framework improves computational efficiency, reducing processing time by 15% and making it highly effective for resource-constrained environments such as IoT and edge computing. …”
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The abnormal audiovisual conflict in Parkinson’s disease patients is manifested in perception rather than response by Heng Zhou, Yiqing Bao, Nan Zou, Guohua Fan, Hanbin Sang, Erlei Wang, Aijun Wang

“…However, it remains unclear whether and how abnormal audiovisual conflict manifests at periods of perception and response of cognitive processing in Parkinson’s disease (PD) patients. In the present study, we recruited 27 PD patients and 22 healthy controls (HC) to complete an audiovisual matching task aimed at investigating audiovisual conflict in PD patients across different processing periods and its relationship with cortical thickness. …”
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