A practical temporal transfer learning model for multi-step water quality index forecasting using A CNN-coupled dual-path LSTM network by Kok Poh Wai, Chai Hoon Koo, Yuk Feng Huang, Woon Chan Chong, Ahmed El-Shafie, Mohsen Sherif, Ali Najah Ahmed

“…The CNN-LSTM model effectively extracts inter-parameter features and learns temporal patterns, achieving strong five-step ahead forecasting performance. …”
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THE CONCEPT OF HUMOR IN LIN YUTANG’S WRITING “MY COUNTRY AND MY PEOPLE” by Olena A. Mashchenko

“…Through research on the phenomena of humor and satire as an essential and characteristic feature of English literature inwardness, he first discovers – and demonstrates – the social, historical and cognitive features of the perception of the satire in Chinese culture, as well as the types, techniques and methods of implementing the satire in the Chinese literary tradition by means of the English language. …”
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Optimality Theory in Egyptian Arabic Phonological Acquisition by Mona Maamoun

“…Previous research on EA phonological development has primarily focused on the acquisition of phonemes, syllable structures, phonological processes, and suprasegmental features. …”
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ADVERTISEMENT AS A MEANS OF COMMUNICATION: THE CONTENT AND PECULIARITIES OF TRANSLATION by Inna M. Anataichuk, Olena V. Rutz, Viktoriya S. Sazonova

“…The purpose of the article is to establish the patterns and features of the creation of the outer verbal shell of the advertising text in order to determine the mechanism of influence of the encoded message on the recipient. …”
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Identification of Glucose-6-Phosphate Dehydrogenase Family Members Associated with Cold Stress in Pepper (<i>Capsicum annuum</i> L.) by Jianwei Zhang, Jianxin Fan, Zhiying Tan, Yao Jiang, Xianjun Chen, Qin Yang, Huanxiu Li

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Imaging-based assessment of response to olaparib in platinum-sensitive relapsed ovarian cancer patients by Maria Delgado-Ortet, Maria Delgado-Ortet, Vlad Bura, Vlad Bura, Vlad Bura, Vlad Bura, Ionut-Gabriel Funingana, Ionut-Gabriel Funingana, Ionut-Gabriel Funingana, Ionut-Gabriel Funingana, David Hulse, David Hulse, David Hulse, Leonardo Rundo, Leonardo Rundo, Leonardo Rundo, James D. Brenton, James D. Brenton, James D. Brenton, James D. Brenton, Evis Sala, Evis Sala, Evis Sala, Evis Sala, Evis Sala, Lorena Escudero Sanchez, Lorena Escudero Sanchez

“…Anatomical networks of the metastatic sites were constructed to represent patterns of disease distribution. Volume and first-order radiomic features were computed and compared to different assessments of treatment response.ResultsThe average number of edges per patient in the anatomical networks and total volumetric burden decreased with treatment were measured, differentiating between responders and nonresponders. …”
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Advanced Computer Vision Methods for Avian Risk Assessment Using Multispectral Drones by Dimitrios Mpouziotas, Petros Karvelis, Ioulia Kapsali, Chrysostomos Stylios, Vasilios Tsiouris

“…This system leverages state-of-the-art computer vision techniques with spatial analysis characteristics to analyze wildlife bird behavior through optical cameras and extract features for each bird. Coupled with data derived from thermal imagery as a crucial factor, it can perform a comprehensive risk assessment by correlating thermal patterns with behavioral insights, utilizing the Analytic Hierarchy Process (AHP) method. …”
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Graphdiyne biomaterials: from characterization to properties and applications by Ling-Xiao Zhao, Yong-Gang Fan, Xue Zhang, Chan Li, Xue-Yan Cheng, Feng Guo, Zhan-You Wang

“…In contrast to other research areas, GDY biomaterials research has led to the development of characterization techniques and methods with specific patterns and some innovations based on the integration of materials science and biology, which are crucial for the biomedical applications of GDY. …”
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A Systematic Review: Influence of Intermediate-Level Language Differences on Language Acquisition and Writing Competence by Lichao Guo, Alwi Nik Aloesnita Binti Nik Mohd, Mohamed Abdullah Adnan Bin, Changlin Li

“…The study has its special focus on intermediate-level language differences, specifically expression patterns and usage preferences, and their influence on Chinese English learners’ writing. …”
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Interpretable Reinforcement Learning for Sequential Strategy Prediction in Language-Based Games by Jun Zhao, Jintian Ji, Robail Yasrab, Shuxin Wang, Liang Yu, Lingzhen Zhao

“…By leveraging a custom simulation environment and integrating key linguistic features word frequency, letter frequency, and repeated letter patterns (rep) the model dynamically predicts the number of attempts needed to solve <b>Wordle</b> puzzles. …”
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Artificial Neural Network Classification of Motor-Related EEG: An Increase in Classification Accuracy by Reducing Signal Complexity by Vladimir A. Maksimenko, Semen A. Kurkin, Elena N. Pitsik, Vyacheslav Yu. Musatov, Anastasia E. Runnova, Tatyana Yu. Efremova, Alexander E. Hramov, Alexander N. Pisarchik

“…We apply artificial neural network (ANN) for recognition and classification of electroencephalographic (EEG) patterns associated with motor imagery in untrained subjects. …”
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Insights into Binding Mechanisms of Potential Inhibitors Targeting PCSK9 Protein via Molecular Dynamics Simulation and Free Energy Calculation by Xingyu Wu, Xi Zhu, Min Fang, Fenghua Qi, Zhixiang Yin, John Z.H. Zhang, Shihua Luo, Tong Zhu, Ya Gao

“…This work contributes to the development of more effective treatments for hyperlipidemia and associated cardiovascular diseases.…”
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The Orthotropy Effect of Underground Inclusion on the Seismic Response of Ground Surface by S. Mojtabazadeh-Hasanlouei, M. Panji, M. Kamalian

“…Utilizing the time-domain boundary element approach, a simple model was developed only by discretizing the boundaries/interfaces. …”
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The Critique of Gender Linguistics from the Perspective of Feminist Linguistics by L. A. Ulianitckaia

“…Introduction. The paper reviews features and main problems of feminist linguistics. …”
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General regression and representation model for classification. by Jianjun Qian, Jian Yang, Yong Xu

“…SRC and CRC) show a great potential for pattern classification. However, most existing coding methods assume that the representation residuals are uncorrelated. …”
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Automated approach for fetal and maternal health management using light gradient boosting model with SHAP explainable AI by Nisreen Innab, Shtwai Alsubai, Ebtisam Abdullah Alabdulqader, Aisha Ahmed Alarfaj, Muhammad Umer, Silvia Trelova, Imran Ashraf

“…For fetal health classification, this research work makes use of cardiotocography (CTG) data containing 21 features including fetal growth, development, and physiological parameters such as heart rate and movement patterns with three target classes “normal,” “suspect,” and “pathological.” …”
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UniHSFormer X for Hyperspectral Crop Classification with Prototype-Routed Semantic Structuring by Zhen Du, Senhao Liu, Yao Liao, Yuanyuan Tang, Yanwen Liu, Huimin Xing, Zhijie Zhang, Donghui Zhang

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Attention mechanism augmented random forest model for multiple air pollutants estimation by Xinyu Yu, Man Sing Wong, Kwon-Ho Lee

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Comprehensive molecular analysis of 26 newly established human pancreatic ductal adenocarcinoma cell lines reveals two clusters with variating drug sensitivities by Ju Eun Maeng, Jae-Hyeon Kim, Soon-Chan Kim, Won-Gun Yun, Wooil Kwon, Youngmin Han, Do-Youn Oh, Sang Hyub Lee, Jin-Young Jang, Ja-Lok Ku

“…By using Moffitt’s classification method, the two clusters, C1 and C2, showed comparable expression patterns to “Basal-like” and “Classical” types, respectively. …”
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Clinicians’ user experience with health information exchange technologies during simulated medication reconciliation by Himalaya Patel, April Savoy, Steven L. Sanchez, Morgan Traylor, Khoa A. Nguyen, Kenneth S. Boockvar, Vincent S. Fan, Emily R. Locke, Bryan Gibson, Amanda S. Mixon, Susan H. Byerly, David A. Haggstrom, Teresa M. Damush, Michael Weiner, Alissa L. Russ-Jara

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