Efficient structure learning of gene regulatory networks with Bayesian active learning by Dániel Sándor, Péter Antal

“…Results We introduce novel acquisition functions for experiment design in gene expression data, leveraging active learning in both Essential Graph and Graphical Model spaces. …”
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Machine Learning Approaches for Data-Driven Self-Diagnosis and Fault Detection in Spacecraft Systems by Enrico Crotti, Andrea Colagrossi

“…This study explores data-driven alternatives for self-diagnosis and fault detection using Machine Learning techniques, focusing on spacecraft Guidance, Navigation, and Control (GNC) subsystems. A high-fidelity functional engineering simulator is employed to generate realistic datasets from typical onboard signals, including sensor and actuator outputs. …”
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Quantifying avian wing shapes: Evaluating indices, their relationships, and ecological correlates by Jiahui Li, Canwei Xia

“…Avian wings are central to their remarkable flight ability and diverse life history strategies, including behaviors such as fighting and mating. These multifaceted functions are intricately tied to wing shape, which varies significantly across species because of the complex interplay of evolutionary and ecological pressures. …”
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PI(4,5)P2 Imaging Using a GFP Reporter in Living Cells by Mariam Alkandari, Christopher McMaster, Mahtab Tavasoli

“…Altered metabolism or mislocalization of PI(4,5)P2 can perturb one or more of its functions and contribute to disease states. …”
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Growth and Characterizations of Organic NLO Imidazolium L-Tartrate (IMLT) Single Crystal by Hiral Raval, B. B. Parekh, K. D. Parikh, M. J. Joshi

“…The presence of various functional groups has been identified by ATR-FTIR. UV-Vis-NIR spectroscopy has shown more than 60% of optical transparency with the lower UV cutoff at 245nm. …”
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Rolling Bearing Fault Diagnosis via Temporal-Graph Convolutional Fusion by Fan Li, Yunfeng Li, Dongfeng Wang

“…A shared Multi-Layer Perceptron (MLP) then established inter-channel dependencies to generate attention weights, enhancing critical features for more complete fault information extraction. …”
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The role of non-governmental public associations in protecting the rights of persons with disabilities in Ukraine during the war by N. O. Filipska

“…The problems of persons with disabilities in general and with mental disabilities in particular, which have become even more acute in Ukraine with the beginning of the full-scale armed aggression of the Russian Federation, have been highlighted. …”
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Venüs Heykelciklerinden İdollere Kadın Temsilleri by Tülin CENGİZ

“…These artifacts, which have been discovered in a wide area from Europe to Siberian context, are generally depictions of women with exaggerated female organs. …”
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Managing Institutional Trust and Policy Reform: Governance Strategies for Romania’s Law Enforcement and Social Protection Systems under SDG 16.6 by Cristian Gabriel IANC

“…Assessing the impacts of individual policies and improving the related policy coherence and transparency in Romania will strike a balance between what people expect from a well-functioning state and the actual performance of the institutions, leading towards a more resilient and inclusive governing model. …”
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Social Perception of Zoos and Aquariums: What We Know and How We Know It by Ana Villarroya, Rafael Miranda, Andrea Pino-del-Carpio, María Casas

“…At the same time, the functions they fulfill and the way they do that have been subject to scrutiny from different fields of knowledge. …”
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Unemployment and the Migration of the Romanian Labour Force. Causes and Effects by Mirela Stoian, Georgiana-Raluca Lădaru, Florian Marin

“…The significant increase of xenophobia, terrorism threats, migration crisis, populism, nationalism, and the Brexit are all elements covered by the public agenda and exerting a major pressure on the organization and functioning of the EU in general, and especially on the future of the Cohesion Policy. …”
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The Main Directions of Improving the Methodology for the Application of Advanced Information and Communication Technologies in the Statistical Activities of the Republic of Uzbekis... by I. E. Zhukovskaya

“…The scientific article presents the main directions of improving the methodology for the application of advanced information and communication technologies in the statistical activities of the Republic of Uzbekistan in the context of the formation of a digital economy, in particular with the aim of achieving maximum reliability and efficiency in collecting and processing statistical data, as well as the openness and quality of information when receiving consolidated indicators for various user requests, an analysis of the functionality of information systems and technologies used in the statistical field was carried out, a methodology for the provision of modern state interactive services to end users was developed on the basis of the implementation of a digital analytical platform, mechanisms for improving the quality of state statistical reporting based on the use of web service technologies were proposed, scientific approaches to the integration of statistical activities with other ministries and departments in the in the context of the digitalization of the economy are expressed.The author concludes that the digital economy changes all spheres of life in modern society, contributes to the formation of a new management paradigm, methods and means based on the strengthening of the role of science as a leading productive force generating more and more new knowledge, leading to new trends in the improvement of managerial processes, solving problems of information compatibility of various software and technological complexes, which, in turn, contributes to the processes of globalization and improvement of the social sphere of the national economy, which are manifested not only in the growth of production indicators, but also in the improvement of the quality of life of the country's population.The article shows that a comprehensive analysis, statistical data on the development of innovative processes in the economy allow us to note that innovations based on the use of the advanced ICT contribute to improving the technical and technological basis of production processes, optimizing management processes, and developing human capital. …”
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Chain entanglement enhanced strong and tough wool keratin/albumin fibers for bioabsorbable and immunocompatible surgical sutures by Haonan He, Xianchi Zhou, Yuxian Lai, Rouye Wang, Hongye Hao, Xintian Shen, Peng Zhang, Jian Ji

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Falls prevention interventions for community-dwelling older adults: systematic review and meta-analysis of benefits, harms, and patient values and preferences by Jennifer Pillay, Lindsay A. Gaudet, Sabrina Saba, Ben Vandermeer, Ashiqur Rahman Ashiq, Aireen Wingert, Lisa Hartling

“…Functional status may be somewhat more important than falls. …”
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Advances and challenges in the treatment of myelodysplastic syndromes by Rohit Thalla, Ryan Mack, Jorgena Kosti-Schwartz, Peter Breslin, Jiwang Zhang

“…MDS develop from genetically mutant clonal hematopoietic stem and progenitor cells (HSPCs) which have defects in generating mature functional blood cells due to impaired differentiation and/or survival activities. …”
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Faba bean and oat as ingredients in fermented plant-based foods: opportunities and challenges by Laura Alejandra Fernandez Castaneda, Maud Langton, Galia Zamaratskaia

“…There is an urgent need for the development of more plant-based foods alternatives with high nutritional and sensory qualities. …”
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The national program digital economy of the Russian Federation: the first results of implementation by V. V. Roshchupkina, M. V. Roshchupkin

“…In the course of the research, various methods were used, both of a general scientific and a private scientific nature, which contributed to a deeper and more comprehensive analysis of the subject of study. …”
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Impact of worklist selection on point-of-care ultrasound workflow – a quality improvement project by Jonathan Rowland, Jessa Baker, Natassia Dunn, Matthew Whited, Soheil Saadat, J. Christian Fox

“…This project was undertaken to improve the functionality of the existing POCUS workflow and move toward an “encounter-based” system by automating worklist generation. …”
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Mapping socio-economic vulnerability and conflict in oil palm cultivation: A case study from West Papua, Indonesia by Sagrim Meky, Iyai Deny Anjelus

“…Farmers have roles and functions in inducing vulnerability and conflict, including actors. …”
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Polymeric membranes grafted by ionizing radiation for uranium adsorption by Amanda Caroline Patricio Cardoso, Rafael Henrique Lazzari Garcia, Elita Fontenele Urano de Carvalho, Mohamad Al-Sheikhly, Yasko Kodama

“…Fuel elements production by IPEN-CNEN has a perspective to be increased to attend Brazilian Multipurpose Reactor, under construction. This production generates liquid waste that requires proper treatment to minimize environmental impacts, promoting more sustainable practices. …”
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