Detection of SAR Image Multiscale Ship Targets in Complex Inshore Scenes Based on Improved YOLOv5 by Zhixu Wang, Guangyu Hou, Zhihui Xin, Guisheng Liao, Penghui Huang, Yonghang Tai

“…Therefore, this article proposes an improved YOLOv5 method to address the problem of low accuracy in multiship target detection tasks in complex scenes. …”
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MDPNet: a dual-path parallel fusion network for multi-modal MRI glioma genotyping by Huaizhi Wang, Haichao Liu, Fang Du, Fang Du, Fang Du, Di Wang, Xianhao Huo, Jihui Tian, Lijuan Song, Lijuan Song, Lijuan Song

“…To mitigate the impact of data imbalance, we developed a cross-gene feature-sharing classifier and implemented an adaptive weighted loss function, substantially enhancing the model’s predictive performance.ResultsIn this study, each gene classification task was formulated as a binary classification problem. …”
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Finished genome of the fungal wheat pathogen Mycosphaerella graminicola reveals dispensome structure, chromosome plasticity, and stealth pathogenesis. by Stephen B Goodwin, Sarrah Ben M'barek, Braham Dhillon, Alexander H J Wittenberg, Charles F Crane, James K Hane, Andrew J Foster, Theo A J Van der Lee, Jane Grimwood, Andrea Aerts, John Antoniw, Andy Bailey, Burt Bluhm, Judith Bowler, Jim Bristow, Ate van der Burgt, Blondy Canto-Canché, Alice C L Churchill, Laura Conde-Ferràez, Hans J Cools, Pedro M Coutinho, Michael Csukai, Paramvir Dehal, Pierre De Wit, Bruno Donzelli, Henri C van de Geest, Roeland C H J van Ham, Kim E Hammond-Kosack, Bernard Henrissat, Andrzej Kilian, Adilson K Kobayashi, Edda Koopmann, Yiannis Kourmpetis, Arnold Kuzniar, Erika Lindquist, Vincent Lombard, Chris Maliepaard, Natalia Martins, Rahim Mehrabi, Jan P H Nap, Alisa Ponomarenko, Jason J Rudd, Asaf Salamov, Jeremy Schmutz, Henk J Schouten, Harris Shapiro, Ioannis Stergiopoulos, Stefano F F Torriani, Hank Tu, Ronald P de Vries, Cees Waalwijk, Sarah B Ware, Ad Wiebenga, Lute-Harm Zwiers, Richard P Oliver, Igor V Grigoriev, Gert H J Kema

“…Although this type of stealth pathogenicity occurs commonly in Mycosphaerella and other Dothideomycetes, the largest class of plant-pathogenic fungi, its genetic basis is not known. To address this problem, the genome of M. graminicola was sequenced completely. …”
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An intelligible AI-driven decision support system for poststroke mobility assessment by Jin Cheng Liaw, Dominik Raab, Malte Weber, Mario Siebler, Harald Hefter, Dörte Zietz, Marcus Jäger, Andrés Kecskeméthy, Francisco Geu Flores

“…From each measured stride pair, 680 features were extracted. After removing non-discriminating features, two regression models were trained: a decision tree and a multilayer perceptron artificial neural network. …”
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DLML-PC: an automated deep learning and metric learning approach for precise soybean pod classification and counting in intact plants by Yixin Guo, Jinchao Pan, Xueying Wang, Hong Deng, Hong Deng, Mingliang Yang, Mingliang Yang, Enliang Liu, Qingshan Chen, Qingshan Chen, Rongsheng Zhu, Rongsheng Zhu

“…SE-ResNet50 was used as the feature extraction network, and its accuracy on the test set reached 93.7%. …”
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MSS-YOLO: Multi-Scale Edge-Enhanced Lightweight Network for Personnel Detection and Location in Coal Mines by Wenjuan Yang, Yanqun Wang, Xuhui Zhang, Le Zhu, Tenghui Wang, Yunkai Chi, Jie Jiang

“…By designing a Multi-Scale Edge Enhancement (MSEE) module and fusing it with the C2f module, the performance of the network for personnel feature extraction under high-dust or long-distance conditions is effectively enhanced. …”
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Baby schema in human-robot physical interaction: Influence of baby likeness in a communication robot on caregiving behavior by Shi Feng, Nobuo Yamato, Hiroshi Ishiguro, Masahiro Shiomi, Hidenobu Sumioka

“…One huge societal problem faced by nursing homes in aging countries like Japan is easing the loneliness, anxiety, reluctance in communication and related problems caused by dementia. …”
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Optimizing XGBoost Hyperparameters for Credit Scoring Classification Using Weighted Cognitive Avoidance Particle Swarm by Atul Vikas Lakra, Sudarson Jena, Kaushik Mishra

“…The optimal hyperparameter values for the XGBoost model can vary significantly depending on the specific problem at hand. Manually setting these hyperparameters can be a time-consuming process. …”
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PRAGMATIC DEVIATIONS IN TRANSLATION OF LEXICAL BLENDS WITHIN POLITICAL DISCOURSE by Olena M. Medvid, Kateryna M. Vashyst

“…., blends, are an integral feature of the English language in general and modern English socio-political discourse in particular. …”
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FACTORS OF SOCIO-PSYCHOLOGICAL ADAPTATION AND ANXIETY OF REFUGEES DURING THE WAR by Harkusha Inesa, Dubinskyi Serhii

“…The article provides a theoretical analysis of the problem of anxiety, the tendency of a person to experience anxiety, which is connected with the premonition of real or imagined danger. …”
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SURPLUS MONEY ECONOMY by Sergii V. Kuzminov, Alisa S. Maghdich, Svitlana O. Gerashchenko

“…The dynamics of the ratio of the money supply to the manufactured product can serve as an indicator of the existence of a problem in the monetary supply of the functioning of the world economy. …”
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Predictors of Outcome in Traumatic Brain Injury: New Insight Using Receiver Operating Curve Indices and Bayesian Network Analysis. by Zsolt Zador, Matthew Sperrin, Andrew T King

“…<h4>Background</h4>Traumatic brain injury remains a global health problem. Understanding the relative importance of outcome predictors helps optimize our treatment strategies by informing assessment protocols, clinical decisions and trial designs. …”
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Multi-label semantic segmentation of magnetic resonance images of the prostate gland by Mark Locherer, Christopher Bonenberger, Wolfgang Ertel, Boris Hadaschik, Kristina Stumm, Markus Schneider, Jan Philipp Radtke

“…Especially freely available labeled prostate magnetic resonance imaging data is rare. With regard to this problem, we show a method to combine two existing small datasets to form a bigger one. …”
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INSTITUTIONAL GLOBALIZATION AS A SYSTEM OF INTEGRATION THE PHENOMENON OF THE POSTMODERN DEVELOPMENT by V. V. Zinchenko

“…For civilization of cardinal feature is the treatment of the person as the subject of history. …”
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CONTEXTUAL APPROACHTOTEACHINGTHE ELECTIVEDISCIPLINE “THEORYOF MASS COMMUNICATION” TO BACHELORS OF PEDAGOGICAL UNIVERSITIES (SPECIALITIES “GEOGRAPHY” AND “MUSICAL ART”) by Duboviy Zakhar, Lakomova Olena

“…In the research, methods of content analysis, specification, problem-posing, as well as task-based and contextual approaches were used. …”
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Vestluskaaslase identifitseerimine telesarja “Õnne 13” telefonikõnedes by Andriela Rääbis

“…In this case, saying the name may indicate an identification problem. In the recipient’s turns, saying the partner’s name expresses recognition. …”
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Technological pecularities of producing cast iron with spherical graphite using a fast-cooled copper-magnesium ligature by A. G. Slutsky, I. L. Kulinich, V. A. Sheinert, V. A. Stefanovich, R. E. Trubitsky, A. V. Kotkov

“…This phenomenon is compounded by the fact that the copper-magnesium ligature, in contrast to the «light» ligature, does not contain silicon active graphitizer. This feature must be taken into account when obtaining high-strength cast iron of high grades.…”
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Predictive Models Using Machine Learning to Identify Fetal Growth Restriction in Patients With Preeclampsia: Development and Evaluation Study by Qing Hua, Fengchun Yang, Yadan Zhou, Fenglian Shi, Xiaoyan You, Jing Guo, Li Li

“…The Shapley additive explanations (SHAP) method was adopted to rank the feature importance and explain the final model for clinical application. …”
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Autobiographical memory in Alzheimer’s disease: a systematic review by Chiara Stramba-Badiale, Fabio Frisone, Fabio Frisone, Fabio Frisone, Fabio Frisone, Diana Biondi, Giuseppe Riva, Giuseppe Riva

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Application of a Dual-Stream Network Collaboratively Based on Wavelet and Spatial-Channel Convolution in the Inpainting of Blank Strips in Marine Electrical Imaging Logging Images:... by Guilan Lin, Sinan Fang, Manxin Li, Hongtao Wu, Chenxi Xue, Zeyu Zhang

“…Electrical imaging logging technology precisely characterizes the features of the formation on the borehole wall through high-resolution resistivity images. …”
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