Defend Against Property Inference Attack for Flight Operations Data Sharing in FedMeta Framework by Jin Lei, Weiyun Li, Meng Yue, Zhijun Wu

“…Comprehensive experiments using a real flight operation dataset demonstrate the effectiveness of our proposed method. FedMeta-CTGAN adapts quickly to unbalanced data, achieving a prediction accuracy of 96.33%, while reducing the attacker’s inference AUC score to 0.51 under property inference attacks. …”
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Air Cargo Network Resilience: Concepts, Influencing Factors, and Enhancement Paths by Xu Xu, Xuting Jiang, Chan He, Jie Wang, Qianru An

“…In addition, it was found that improving network connectivity and the ability to adapt to natural disasters also have a significant impact on network resilience. …”
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Food insecurity confrontation by pastoralist and agrarian communities in South Omo Zone, Ethiopia: a facility-based qualitative study by Mintesinot Melka Gujo, Lebitsi Maud Modiba

“…Tailored intervention is highly demanding to implement policies to stabilise food supply chains and mitigate food shortages in both agrarian and pastoralist areas, invest in modern agricultural technologies to boost productivity, encourage the adoption of climate-smart agricultural practices to help farmers adapt to changing weather patterns, optimise the productive use of available farmland, promote income-generating activities, and diversify livelihoods to alleviate income constraints and improve food security.…”
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Chromosome distribution of four LTR retrotransposons and 18 S rDNA in coffea eugenioides by Mariana Cansian Sattler, Jéssica Coutinho Silva, Stéfanie Cristina Oliveira, Wellington Ronildo Clarindo

“…Mobile elements are notable repeatome sequences due to their intrinsic mutagenic potential, which is related to the origin of adaptive novelties. Understanding the genomic organization and dynamics of the repeatome is fundamental to enlighten their role in plant genome evolution. …”
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Genres of old Serbian literature in novels of the second half of the 20th century: On the example of the novels: 'Nišči' - Vidosav Stevanović, 'Hazardski rečnik' - Milorad Pavić an... by Furtula Katarina N.

“…It was important for us to examine how eriters adapted old, stable genres to postmodern poetics, and to determine how many elements are necessary to recognize a genre as such. …”
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Diagnosis of the mechanisms of different types of discordances between phylogenies inferred from nuclear and mitochondrial markers by A. A. Poroshina, D. Y. Sherbakov, T. E. Peretolchina

“…In many cases, existing methods for molecular phylogenetic analysis do not automatically allow the observed patterns of polymorphism to be explained and, therefore, cannot provide hypotheses that would explain the mechanisms which resulted to these patterns. Here we use adaptive dynamics models to study neutral molecular evolution under various scenarios of interaction between sister species and the environment. …”
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Evolution of legal regulation of municipal service in the Republic of Lithuania and Ukraine by A. O. Murtishcheva

“…Individual factors that influenced the evolution of legal regulation of public service have been determined, in particular, the impact of adapting legislation to the requirements of the European Union at the stage of Lithuania's membership has been analyzed. …”
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A Clonal Selection Optimization System for Multiparty Secure Computing by Minyu Shi, Yongting Zhang, Huanhuan Wang, Junfeng Hu, Xiang Wu

“…First of all, this process enhances the adaptability and robustness of the federated learning scheme and improves the modeling performance and training efficiency. …”
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Microscopic Malaria Infection and Its Determinants in Urban and Rural Populations Living in South-East Gabon by Jean-Claude Biteghe-Bi-Essone, Roméo Karl Imboumy-Limoukou, Steede-Seinnat Ontoua, Nick Atiga, Nancy Mbani-Mpega, Lady Charlène Kouna, Jean Bernard Lekana-Douki, Lydie Sandrine Oyegue-Liabagui

“…This study highlights the importance of asymptomatic Plasmodium sp. infection in south-east Gabon and the need for control strategies adapted to different areas and age groups. Detection and treatment of asymptomatic carriers could be an important lever for malaria control and elimination in the country.…”
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GIS based flood susceptibility mapping in the Keleghai river basin, India: a comparative assessment of bivariate statistical models by Kabirul Islam

“…Furthermore, the methodology employed in this study can be adapted and replicated in other river basins, contributing to enhanced flood risk management efforts at regional and national scales.…”
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Vibration Images-Driven Fault Diagnosis Based on CNN and Transfer Learning of Rolling Bearing under Strong Noise by Hongwei Fan, Ceyi Xue, Xuhui Zhang, Xiangang Cao, Shuoqi Gao, Sijie Shao

“…Secondly, using CNN as the adaptive feature extraction and recognition model, the influences of main sensitive parameters of CNN on the network recognition effect are studied, such as learning rate, optimizer, and L1 regularization, and the best model is determined. …”
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University proceedings. Volga region. Social sciences by Legislation on the rights of indigenous small-numbered peoples of the Russian Federation: current situation and some development trends

“…In this context, the legislation aims to support and protect not only the rights to traditional ways of life, but also to provide them with opportunities for progressive sustainable development in accordance with their own values and interests, which allows to adapt to modern challenges. …”

Leveraging U-Net and selective feature extraction for land cover classification using remote sensing imagery by Leo Thomas Ramos, Angel D. Sappa

“…SK-ResNeXt introduces cardinality and adaptive kernel sizes, allowing U-Net to better capture multi-scale features and adjust more effectively to variations in spatial resolution, thereby enhancing the model’s ability to segment complex land cover types. …”
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Evaluation of Spatial Spillover Effect of Multidimensional Hybrid Financial Risk Contagion Based on the DAI Spatial Econometric Model by Shanshen Li, Zhonghui Dong

“…Most of the current financial risk analysis models are based on a single time, and the models are relatively simple and cannot adapt to the current complex multidimensional mixed financial risk environment. …”
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MODELS OF MULTICULTURAL PREPARATION BACHELORS (EXPERTS) IN THE CONDITIONS OF HOLISTICHNY INFORMATION AND EDUCATION SPACEINFORMATION AND EDUCATION SPACE by Vladimir N. Aniskin, Vladimir I. Bogoslovsky, Tatyana A. Zhukova

“…Degree of interrelation of the holistichny information and education en-vironment and holistichny information and education space in which there is a training of bachelors integrators (specialists integrators) to new type of multicultural thinking and the self-organization capable quickly is analyzed and correctly to adapt for the changing condi-tions, to be able to predict the closest and perspective consequences of the changes happening in the sphere of their professional activity. …”
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The “Mother Load” and Return to Sport: A Case Report of Returning to Professional Netball Following Cesarean Section by Alexandra Diggles

“…A functionally staged dynamic and sport specific pelvic floor muscle training program was implemented and adapted to the patient for her early post-partum timeline…”
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A Comparison Study of Person Identification Using IR Array Sensors and LiDAR by Kai Liu, Mondher Bouazizi, Zelin Xing, Tomoaki Ohtsuki

“…Future work will explore multi-modal integration, advanced preprocessing, and hybrid architectures to enhance model adaptability and address current limitations. This study highlights the potential of thermal imaging and the need for modality-specific strategies in designing robust person identification systems.…”
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TurkMedNLI: a Turkish medical natural language inference dataset through large language model based translation by İskender Ülgen Oğul, Fatih Soygazi, Belgin Ergenç Bostanoğlu

“…This work demonstrates the effectiveness of large language models in adapting domain-specific datasets for low-resource languages, establishing a foundation for future research in multilingual biomedical NLP.…”
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Research on Application of Dredging Technology for Steel Pipe Pile Under Complex Sea Conditions in Deep Sea by Jianjun CHEN

“…The improved dredging process adapts to the complex conditions in deep sea, and further effectively improves the efficiency of underwater dredging. …”
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Semantic link of allusions and non-verbal communication in Ferdowsi's Shahnameh by Zahra Jamshidi, Seyyed Mohammad Arta

“…In the present essay, the author investigated the ironies derived from the concept of non-verbal behaviors with a descriptive-analytical method and a case study of Ferdowsi's Shahnameh and came to the conclusion that a large part of the ironies was adapted from the concept of non-verbal behaviors and there are comprehensible semantic relationships between these two categories and understanding the semantic relationship between these two categories of literature and language leads to the discovery of a subtle relationship between literary language and ordinary language. …”
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