Comparative Analysis of Pre-trained based CNN-RNN Deep Learning Models on Anomaly-5 Dataset for Action Recognition by Fayaz Ahmed Memon, Umair Ali Khan, Pardeep Kumar, Imtiaz Ali Halepoto, Farida Memon

“…The CNN-RNN architectures we considered for analysis in this paper, the ResNet152V2 based CNN-RNN model exhibits better performance and achieved highest accuracy, precision, recall and F1-score equal to 92.20% due to its ability to capture more complex spatial features. …”
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Comparison of Nasopharyngeal Airway Device and Nasal Oxygen Tube in Obese Patients Undergoing Intravenous Anesthesia for Gastroscopy: A Prospective and Randomized Study by Qiansong Xiao, Yingying Yang, Yinbin Zhou, Yan Guo, Xing Ao, Ran Han, Jiali Hu, Dongfeng Chen, Chunhui Lan

“…Obese patients (BMI≥28 kg/m2; n=260) were randomly and equally apportioned to the nasopharyngeal airway (Group A) or nasal oxygen tube (Group B) group. …”
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Predicting drug combination side effects based on a metapath-based heterogeneous graph neural network by Leixia Tian, Qi Wang, Zhiheng Zhou, Xiya Liu, Ming Zhang, Guiying Yan

“…However, the toxic side effects of drug combinations are probably increased with the increase of drugs numbers, so the accurate prediction of toxic side effects of drug combinations is equally important. In this paper, we built a Metapath-based Aggregated Embedding Model on Single Drug–Side Effect Heterogeneous Information Network (MAEM-SSHIN), which extracts feature from a heterogeneous information network of single drug side effects, and a Graph Convolutional Network on Combinatorial drugs and Side effect Heterogeneous Information Network (GCN-CSHIN), which transforms the complex task of predicting multiple side effects between drug pairs into the more manageable prediction of relationships between combinatorial drugs and individual side effects. …”
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Outcomes of Vitrectomy in Pediatric Retinal Detachment with Proliferative Vitreoretinopathy by Robert Rejdak, Dominika Nowakowska, Katarzyna Wrona, Ryszard Maciejewski, Anselm G. Junemann, Katarzyna Nowomiejska

“…Anatomic reattachment was accomplished in 86% of cases. Final BCVA was equal or better than 0.1 in 50% of patients. The postoperative complications were found in 5 eyes (36%). …”
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Computational Fluid Dynamics Prediction of the Sea-Keeping Behavior of High-Speed Unmanned Surface Vehicles Under the Coastal Intersecting Waves by Xiaobin Hong, Guihong Zheng, Ruimou Cai, Yuanming Chen, Guoquan Xiao

“…The regular and irregular wave generation of numerical CFD can also virtualize the actual wave tank work, making it equally scientific but more efficient than the real test. …”
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An Analysis of Meteorological Anomalies in Kamchatka in Connection with the Seismic Process by Alexey Lyubushin, Galina Kopylova, Eugeny Rodionov, Yulia Serafimova

“…For each IMF level, the number of time moments of the largest local maxima of instantaneous amplitudes which is equal to the number of earthquakes is selected. As a result of the analysis, it turned out that for the sixth IMF level (periods of 8–16 days), the “lead measure” of the instantaneous amplitude maxima of meteorological parameters in comparison with earthquake time moments significantly exceeds the inverse lead, which confirms the existence of prognostic changes in meteorological parameters in the problem of “atmosphere–lithosphere” interaction. …”
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Impact of Rukiga Proverbs on the Girl Child Education: A Case Study of Kinkizi High School in Kanungu Town Council Kanungu District. by Amanya, Ritah

“…Recommendations included rejecting discriminatory proverbs like "women are wavering as the wind," valuing women’s advice as equally valid and insightful, and encouraging people to marry based on personal compatibility rather than academic qualifications, recognizing that family development relies on mutual respect and collaboration.…”
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ANALYSING EFFICIENCY OF AGGRESSIVE ETF-COMPOSED PORTFOLIO STRATEGIES by A. Zaviyalov

“…The research methodology centers on statistically testing the null hypothesis whether the average S&P500 return and each of the ETF-composed portfolio strategies average returns are equal to zero. To test such a hypothesis one should perform t-tests with several significance levels. …”
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Accuracy Evaluation Method for Vector Data Based on Hexagonal Discrete Global Grid by Yue Ma, Guoqing Li, Long Zhao, Xiaochuang Yao

“…The representation of vector data in the global discrete grid network based on an equal-area projection, such as the hexagonal grid, fundamentally solves problems such as data redundancy, geometric deformation, and data discontinuity that arise when representing multiple vector data in a gridded format. …”
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Prevalence of Physical and Psychological Violence among Heterosexual Couples by Laura López Angulo, Yenisley Fundora Quintero, Anais Valladares González, Yamila Ramos Rangel, Yanet Blanco Fleites

“…<br /><strong>Methods:</strong> a cross-sectional study of adults aged 15 to 74 years was conducted in six health areas. An equal probability sample of 1873 subjects was selected. …”
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Analysis of Structural Characteristics of the HALE Joined-Wing Configuration UAV by Junlei Sun, Ye Zhou, Zhou Zhou, Zhengping Wang

“…By comparing with the structural characteristics of the conventional configuration UAV with equal structural weight, the paper comprehensively analyzes the structural characteristics of the HALE joined-wing configuration and obtains the advantages and disadvantages of applying the joined-wing configuration in HALE aircraft and defines the design direction, which lays a solid foundation for the engineering application in the next stage.…”
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ALGORITHM OF PREPARATION OF THE TRAINING SAMPLE USING 3D-FACE MODELING by D. I. Samal, I. I. Frolov

“…The preparation and preliminary processing of images contains the following constituents like detection and localization of area of the person on the image, assessment of an angle of rotation and an inclination, extension of the range of brightness of pixels and an equalization of the histogram to smooth the brightness and contrast characteristics of the processed images, scaling of the localized and processed area of the person, creation of a vector of features of the scaled and processed image of the person by a Principal component analysis (algorithm NIPALS), training of the multiclass SVM-classifier.The provided algorithm of expansion of the training selection is oriented to be used in practice and allows to expand using 3D-models the processed range of 2D – photographs of persons that positively affects results of identification in system of face recognition. …”
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THE ROLE AND PLACE OF GERMAN SCIENCE AND RESEARCH ASSOCIATION IN GERMANY’S SCIENCE POLICY by E. A. Vodyanitskaya

“…The German Science and Research Association also stands for equal possibilities for men and women in the academic community and consults the state bodies on the science policy. …”
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Nantenna for Standard 1550 nm Optical Communication Systems by Waleed Tariq Sethi, Hamsakutty Vettikalladi, Habib Fathallah, Mohamed Himdi

“…The proposed nantenna consists of “Ag-SiO2-Ag” structure, consisting of “Si” hexagonal dielectric with equal lengths fed by “Ag” nanostrip transmission line. …”
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Bystander behaviors in bullying incidents: A cross-sectional study in Belgrade secondary schools by Grmuša Adrijana T.

“…The results show that slightly more than one-third of students noticed bullying incidents in their school, with approximately equal numbers of bystanders exhibiting passive and defending behaviors. …”
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Characteristics of Parthenogenetic Stem Cells and Their Potential Treatment Strategy for Central Nervous System Diseases by Cai H, Huang J, Wang W, Lin W, Ahmed W, Lu D, Quan J, Chen L

“…Hengsen Cai,1,&ast; Jiajun Huang,2,&ast; Wei Wang,2,&ast; Wentong Lin,3,&ast; Waqas Ahmed,4 Deng Lu,1 Jiewei Quan,1 Lukui Chen2 1Department of Neurosurgery, The second People’s Hospital of Pingnan, Pingnan, Guangxi, People’s Republic of China; 2Department of Neurosurgery, Southern Medical University Hospital of Integrated Traditional Chinese and Western Medicine, Southern Medical University, Guangzhou, 510310, People’s Republic of China; 3Department of Orthopaedics, Chaozhou Hospital of Traditional Chinese Medicine, Chaozhou, Guangdong, People’s Republic of China; 4Department of Neurology, Zhongda Hospital Southeast University, Nanjing, People’s Republic of China&ast;These authors contributed equally to this workCorrespondence: Lukui Chen, Department of Neurosurgery, Southern Medical University Hospital of Integrated Traditional Chinese and Western Medicine, Southern Medical University, Guangzhou, 510310, People’s Republic of China, Email neuro_clk@hotmail.comAbstract: Stem cells hold significant promise in treating neurological illnesses, such as stroke, spinal cord injury and neurodegenerative diseases. …”
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Assessing urban resilience and sustainability in the face of natural hazards with emphasis on reducing vulnerability in cities (Case study: Semnan city) by mozaffar mohamadkhani, zeynab karke abadi, abbas arghan

“…To assess the validity (validity), using face validity, the opinions of related people were examined and its reliability was assessed using Cronbachchr('39')s test in the SPSS software environment equal to / 863. It was found to indicate high coordination and reliability of the data. …”
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Movement of the South Russian Frontier in the 17th – First Half of the 19th Centuries as the Development of the “Wild Fields” by Valery V. Kanishchev, Yuri A. Mizis

“…As a result of the study, specific indicators of the development of the “Wild Fields” were obtained: widespread settlement in riverine and upland areas, population density equal to the old regions in the Center of Russia, plowing of more than half of the territory of the former frontier zone, in some “uezds” [Rus.: a group of districts gravitating towards the city] even more than in the traditionally arable central “uezds”. …”
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Jewish national autonomy in Lithuania in 1919-1926th by Raimundas Valkauskas

“…The representatives of the Lithuanian governmental delegation at the Peace Conference signed the letter-declaration (August 5, 1919), containing the obligation to respect and guarantee the rights of the Jews: complete equality before the law; the free use of their own language; the rights to control their own religious, educational, and social institutions; and an equitable share of public funds allotted to educational, religious, or charitable purposes. …”
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The Role of Zakat in Poverty Alleviation and Farmer Welfare; the Theoretical Review by Abdul Wahid Mongkito, Samdin Samdin

“… Zakat is a must to implement which has been proven to be an instrument for equal distribution of income to alleviate poverty and socio-economic disparities in society. …”
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