An adaptive search mechanism with convolutional learning networks for online social media text summarization and classification model by Reema G. AL-anazi, Muhammad Swaileh A. Alzaidi, Majdy M. Eltahir, Hassan Alkhiri, Samah Hazzaa Alajmani, Abdulbasit A. Darem, Mohammed Alshahrani, Nawaf Alhebaishi

“…Abstract The fast development of social media platforms has led to an unprecedented growth of daily short text content. …”
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The potential of agroforestry to reduce atmospheric greenhouse gases in Canada: Insight from pairwise comparisons with traditional agriculture, data gaps and future research by Mark Baah-Acheamfour, Scott X. Chang, Edward W. Bork, Cameron N. Carlyle

“…However, additional research is required to verify this pattern across geographic regions, determine the regional potential for development of agroforestry systems, and assess the potential atmospheric GHG reduction at regional and national scales.…”
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Long-Term Spatiotemporal Information Extraction of Cultivated Land in the Nomadic Area: A Case Study of the Selenge River Basin by Yifei Sun, Juanle Wang, Kai Li, Sonomdagva Chonokhuu

“…This study integrated remote sensing technology with machine learning methodologies to develop an automated extraction process based on spectral, textural, and topographical features. …”
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Retrospective multidisciplinary analysis of human alveolar echinococcosis in Hungary using spatial epidemiology approaches by Eszter Csulak, Ágnes Csivincsik, Tamás Sréter, Norbert Solymosi, József Danka, Zsolt Káposztás, Gábor Nagy, Balázs Dezsényi

“…We investigated the spatial pattern and the impact of potential risk factors of HAE by cluster analysis, and local and global regression models. …”
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Viral diseases of fruit and berry crops in the South of the Russian Far East by Yu. G. Volkov, N. N. Kakareka, V. F. Tolkach, M. Yu. Shchelkanov

“…The peculiar climatic features of the Far East limit the range of garden and berry crops. …”
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Towards decoding motor imagery from EEG signal using optimized back propagation neural network with honey badger algorithm by Zainab Hadi-Saleh, Mohammad Mosleh, Mohamed Adel Al-Shahe, Mahdi Mosleh

“…To address these limitations, this article presents a new approach to classify MI from EEG signals with the help of synergistic Hilbert-Huang Transform(HHT) as pre-processing, Permutation Conditional Mutual Information Common Space Pattern (PCMICSP) as features and optimized back propagation neural network(BPNN) based on Honey Badger Algorithm(HBA) as classifier. …”
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Brain Computer Interface using Genetic Algorithm with modified Genome and Phenotype Structures by Rohtash Dhiman, A Anshul

“…., are peeling off new paradigms for pattern recognition in human brain-machine interaction applications. …”
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Industrialization and its Impact on Sweeping the Authority of Traditional Forms in Architecture (Study on human needs) by Basim Hasan Al-Majidi, Sara Raed Majeed, Nairy Mugardich Krikor

“… Abstract: Mankind is currently living in the age of industrialization and development in all its forms and manifestations because of its effects in all everyday life. …”
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An intelligent intrusion detection system for cyber-physical systems using GAN-LSTM networks by Md Shakil Siddique, Md. Ashikur Rahman Khan, Ishtiaq Ahammad, Nishu Nath, Joysri Rani Das, Fardowsi Rahman

“…The primary objectives are: (i) developing an adversarial learning framework where the generator synthesizes realistic attack patterns while the discriminator improves detection robustness, (ii) introducing a hybrid anomaly scoring mechanism combining reconstruction and discrimination loss, and (iii) validating performance on real-world CPS datasets (SWaT and WADI). …”
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A Case Series of Septicemia Due to Community-acquired Panton–Valentine Toxin Positive Methicillin-resistant <i>Staphylococcus aureus</i> in Children in Abidjan, Côte d'Ivoire by Richard Azagoh-Kouadio, Adjoua Sonia Djè, Sy Kadidia Savané, Claude Ghislain Tué-Bi, Toutou Ismael Koné, Sanemba Aya Fanny, Melissa Cardenat

“…All but one patient who developed pleural thickening (11.1%) recovered without sequelae (<i>n</i> = 8, 88.9%). …”
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Assessing HIV-1 subtype C infection dynamics, therapeutic responses and reservoir distribution using a humanized mouse model by Snehal Kaginkar, Leila Remling-Mulder, Ashashree Sahoo, Tejaswini Pandey, Pranay Gurav, Jyoti Sutar, Amit Kumar Singh, Ella Barnett, Sivasankar Panickan, Ramesh Akkina, Vainav Patel

“…HIV-1C displays distinct genetic and pathogenic features from that of HIV-1B. Thus, treatment approaches developed for HIV-1B need to be suitably optimized for HIV-1C. …”
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Detailed geomorphological cartography of the Fildes Peninsula, South Shetland Islands, Antarctica by P. C. Cazaroto, F. N. J. Villela, C. Miranda, M. R. Francelino, C. E. G. R. Schaefer

“…The sample area, a ‘U’-shaped paleovalley, shows features like snowbanks, solifluction lobes, patterned ground, and terraces shaped by glacial retreat and tectonics. …”
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Aquaporins are critical for provision of water during lactation and intrauterine progeny hydration to maintain tsetse fly reproductive success. by Joshua B Benoit, Immo A Hansen, Geoffrey M Attardo, Veronika Michalková, Paul O Mireji, Joel L Bargul, Lisa L Drake, Daniel K Masiga, Serap Aksoy

“…Tsetse flies undergo drastic fluctuations in their water content throughout their adult life history due to events such as blood feeding, dehydration and lactation, an essential feature of the viviparous reproductive biology of tsetse. …”
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An upgraded high-precision gridded precipitation dataset for the Chinese mainland considering spatial autocorrelation and covariates by J. Hu, C. Miao, J. Su, Q. Zhang, J. Gou, J. Gou, Q. Sun, Q. Sun

“…This integration allows for a more comprehensive characterization of precipitation patterns, jointly capturing spatial autocorrelation and covariate-based variability. …”
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Exploring the relationship between sepsis and Golgi apparatus dysfunction: bioinformatics insights and diagnostic marker discovery by Wanli Ma, Xinyi Liu, Ran Yu, Jiannan Song, Lina Hou, Ying Guo, Hongwei Wu, Dandan Feng, Qi Zhou, Haibo Li

“…A diagnostic model was developed using logistic regression, and its performance was validated using ROC curve analysis. …”
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The Conceptual Comparison Between Vecdi Akyüz’s Work Titled Kur’an’da Siyasi Kavramlar and Manzooriddin Ahmad’s Work Titled Islamic Political System in the Modern Age: Theory and P... by Ayşe Aytekin

“…Therefore, field and concept analysis is a necessity in the interpretation of the divine messages equipped with the concept weave together with the classical methods developed for the understanding of the Qur’ān during the History of tafsīr process and rich historical and scientific experience. …”
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Efficiency of Paraumbilical Trocar Hernias Alloplasty Methods, Combined with Diastasis Recti, Taking Into Account the Risk Factors of Their Relapse (First Notice) by Dadayan V.

“…In most cases this is due not only to the expansion of the trocar wound to extract the gall bladder from the abdominal cavity, but also due to the features of the anatomical structure of this area. …”
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Single-cell microbiota phenotyping reveals distinct disease and therapy-associated signatures in Crohn’s disease by Lisa Budzinski, Gi-Ung Kang, René Riedel, Toni Sempert, Leonie Lietz, René Maier, Janine Büttner, Bettina Bochow, Marcell T. Tordai, Aayushi Shah, Amro Abbas, Tanisha Momtaz, Jannike L. Krause, Robin Kempkens, Katrin Lehman, Gitta A. Heinz, Anne E. Benken, Stefanie Bartsch, Kathleen Necke, Ute Hoffmann, Mir-Farzin Mashreghi, Robert Biesen, Tilmann Kallinich, Tobias Alexander, Bosse Jessen, Carl Weidinger, Britta Siegmund, Andreas Radbruch, Anja Schirbel, Benjamin Moser, Hyun-Dong Chang

“…The data were analyzed by machine-learning to assess disease-specific marker patterns in the microbiota phenotype. mMFC captured detailed characteristics of CD microbiota and identified patterns to classify CD patients. …”
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Cognitive and neuropsychiatric disorders in extrapyramidal diseases by O. S. Levin, M. A. Anikin, E. E. Vasenina

“…The basis for these disorders are most commonly dysfunction of one or a few parallel frontostriatal circuits combining the basal ganglia with the thalamus, limbic structures, frontal and other cortical regions into the uniform functional system. The pattern of neuropsychological disorders has both specific and common features, the discussion of which is the subject matter of this paper. …”
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Imaging cherubism: Radiologic hallmarks of a rare jaw anomaly by Paschyanti Kasat, Shivali Kashikar, Pratapsingh Parihar, Pratiksha Sachani, Utkarsh Pradeep

“…Based on the radiological features grading systems have been developed that help decide the management.…”
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