Aggressive technologic impact on mass consciousness against the background of East Ukrainian conflict. Setting the stage and first myths by Vasyl Struhatskyi

“…The author identifies the following processes preliminary stage of hybrid war to influence the mass consciousness of citizens of Ukraine: - deintelektualization, weakening of critical function of mind, creativity and mature personality traits. …”
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Emotion-Aware Embedding Fusion in Large Language Models (Flan-T5, Llama 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation by Abdur Rasool, Muhammad Irfan Shahzad, Hafsa Aslam, Vincent Chan, Muhammad Ali Arshad

“…Attention mechanisms, including multi-head self-attention and cross-attention, further prioritize emotional and contextual features, enabling the temporal modeling of emotional shifts across sessions. The processed embeddings, computed using BERT, GPT-3, and RoBERTa, are stored in the Facebook AI similarity search vector database, which enables efficient similarity search and clustering across dense vector spaces. …”
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View-invariant object representation in anterior and posterior inferotemporal cortex: A machine learning approach by Jun-ya Okamura, Daisuke Fukano, Keisuke Murakami, Gang Wang

“…Inferotemporal (IT) cortex is the final visual area in the ventral stream where object information is processed. Previous electrophysiological studies showed viewing angle tolerance of 30–60° of single IT cells to the objects experienced in discrimination at each of several viewing angles, and to the objects experienced in learning association of different views. …”
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Non-Destructive Detection of External Defects in Potatoes Using Hyperspectral Imaging and Machine Learning by Ping Zhao, Xiaojian Wang, Qing Zhao, Qingbing Xu, Yiru Sun, Xiaofeng Ning

“…For potato external defect detection, ordinary spectral technology has limitations in detail detection and processing accuracy, while the machine vision method has the limitation of a long feedback time. …”
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Analysis of social networks content to identify fake news using stacked combination of deep neural networks by Yujie Li, Yushui Xiao, Yong Huang, Rui Ma

“…This challenge requires new and powerful approaches in the fields of deep learning and natural language processing to accurately and quickly identify fake news and prevent its dissemination. …”
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Elevating metaverse virtual reality experiences through network‐integrated neuro‐fuzzy emotion recognition and adaptive content generation algorithms by Oshamah Ibrahim Khalaf, Dhamodharan Srinivasan, Sameer Algburi, Jeevanantham Vellaichamy, Dhanasekaran Selvaraj, Mhd Saeed Sharif, Wael Elmedany

“…An inventive method that combines natural language processing adaptive content generation algorithms and neuro‐fuzzy‐based support vector machines natural language processing (SVM‐NLP) is proposed by researchers to meet this demand. …”
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Comparative analysis of corpus callosum lipidome and transcriptome in schizophrenia and healthy brain by Maria S. Osetrova, Olga I. Efimova, Marina D. Zavolskova, Elena A. Stekolschikova, Gleb N. Vladimirov, Dmitry A. Senko, Tatiana A. Zhuravleva, Anna Y. Morozova, Yana A. Zorkina, Denis S. Andreyuk, George P. Kostyuk, Evgeniy N. Nikolaev, Philipp E. Khaitovich

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New Maps of Lunar Surface Oxide Abundances and Mg# Using an Optimized Ensemble Learning Algorithm by Chaofa Bian, Kefei Zhang, Yunzhao Wu, Suqin Wu, Yu Lu, Yabo Duan, Huajing Wu, Zhenxing Zhao, Wei Wu

“…The oxide and Mg# distributions in three craters from different geological units—Highlands, SPA basin, and Maria—indicate different magmatic evolution processes, providing new insights into lunar geological evolution and volcanism.…”
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Evaluating Sugarcane Yield Estimation in Thailand Using Multi-Temporal Sentinel-2 and Landsat Data Together with Machine-Learning Algorithms by Jaturong Som-ard, Savittri Ratanopad Suwanlee, Dusadee Pinasu, Surasak Keawsomsee, Kemin Kasa, Nattawut Seesanhao, Sarawut Ninsawat, Enrico Borgogno-Mondino, Filippo Sarvia

“…In this work, the different yield rates at the field level were highlighted, providing a powerful workflow for mapping sugarcane yields across large regions, supporting sugarcane crop management and facilitating decision-making processes.…”
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Comparative functional survival and equivalent annual cost of 3 long-lasting insecticidal net (LLIN) products in Tanzania: A randomised trial with 3-year follow up. by Lena M Lorenz, John Bradley, Joshua Yukich, Dennis J Massue, Zawadi Mageni Mboma, Olivier Pigeon, Jason Moore, Albert Kilian, Jo Lines, William Kisinza, Hans J Overgaard, Sarah J Moore

“…A functional LLIN is one that is present, is in good physical condition, and remains insecticidal, thereby providing protection against vector-borne diseases through preventing bites and killing disease vectors. …”
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CYTOKINE-PRODUCING RESERVE OF IMMUNOCOMPETENT CELLS FROM BLOOD AND INVASIVE DUCTAL BREAST CANCER TISSUES: ITS CORRELATION WITH HISTOPATHOLOGICAL AND IMMUNOHISTOCHEMICAL PARAMETERS... by S. A. Arkhipov, E. S. Mikhailova, T. A. Kunts, K. V. Karpukhina, E. D. Mogilnaya, K. A. Solovyev, N. A. Varaksin, A. I. Autenshlyus

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ELF1-mediated transactivation of METTL3/YTHDF2 promotes nucleus pulposus cell senescence via m6A-dependent destabilization of E2F3 mRNA in intervertebral disc degeneration by Xiao-Wei Liu, Hao-Wei Xu, Shu-Bao Zhang, Yu-Yang Yi, Sheng-Jie Chang, Shan-Jin Wang

“…Transcriptional and epigenetic processes have been increasingly implicated in aging and longevity. …”
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Bacterial Diversity and Community Composition in the Pyloric Ceca of Acanthaster solaris in the Xisha Islands by Yu Jiaoyang, Yu Xiaopeng, Yu Kefu, Ma Yuling

“…These results suggest that pyloric cecal bacteria may be involved in the daily physiological metabolic processes of CoTS. Thus, they might help digest corals by secreting hydrolytic enzymes. …”
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COVID-19 infection and its association with severe malaria & dengue: an epidemiological study from Southern India by Sara J. Ommen, Prasanna Mithra, Rekha T., Nithin Kumar, Ramesh Holla, Naveen Kulal, Mithun Rao, Bhaskaran Unnikrishnan

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Improved identification and tracking of three-dimensional eddies in the Southern Ocean utilizing 3D-U-Res-Net by Chang Liu, Xiayan Lin, Xiayan Lin, Guangjun Xu, Guangjun Xu, Guoqing Han, Yu Liu

“…Accurate characterization of their three-dimensional structures and movement is essential for a quantitative analysis of their transport processes. Traditional eddy detection algorithms have lower successful detection rate and with more limitations, so they fall short in the complex and dynamic ocean environment. …”
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COMPARISON OF CRUSTAL DEFORMATION RATES ESTIMATED FROM SEISMIC AND GPS DATA ON THE BISHKEK GEODYNAMIC POLYGON by N. A. Sycheva, A. N. Mansurov

“…Using the crustal movement velocities for 90 sites in the study area, the deformation processes in the crust were modeled based on the linear part of the Taylorexpansion of the point's-velocity-versus-its-radius-vector function. …”
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Identification of biomarkers for knee osteoarthritis through clinical data and machine learning models by Wei Chen, Haotian Zheng, Binglin Ye, Tiefeng Guo, Yude Xu, Zhibin Fu, Xing Ji, Xiping Chai, Shenghua Li, Qiang Deng

“…Moreover, the RPA model offered valuable insights to assist clinicians in refining prognostic assessments and optimizing clinical decision-making processes.…”
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A time-course comparative clinical and immune response evaluation study between the human pathogenic Orientia tsutsugamushi strains: Karp and Gilliam in a rhesus macaque (Macaca mu... by Manutsanun Inthawong, Piyanate Sunyakumthorn, Sirima Wongwairot, Tippawan Anantatat, Susanna J Dunachie, Rawiwan Im-Erbsin, James W Jones, Carl J Mason, Luis A Lugo, Stuart D Blacksell, Nicholas P J Day, Piengchan Sonthayanon, Allen L Richards, Daniel H Paris

“…<h4>Background</h4>Scrub typhus is a vector-borne febrile illness caused by Orientia tsutsugamushi transmitted by the bite of Trombiculid mites. …”
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Alcohol-induced changes in the serum of vascular endothelial growth factor and electrical inhomogeneity of the myocardium in young patients by P. V. Belogubov, V. I. Ruzov, V. V. Skvortsov, S. G. Trefilov, V. D. Shevchenko, E. I. Yegorov

“…Analysis of the incidence of violations of the processes of repolarization of the ventricular myocardium in the withdrawal period revealed its predominance in women compared to men. …”
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Investigating the relationship between the monetary policy shock through the exchange rate channel on the management quality index in the banking system: by examining the productiv... by Farhad Sharifi Bagha, Jafar Haqiqat, Zahra Karimi Takanloo

“…In the operational concept, productivity is the ratio between output values ​​and input values ​​used in the production process. In fact, the purpose of productivity is to maximize output and minimize input. …”
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