Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers by Sohail Khan, Mohammad Nauman

“…Recent developments in machine learning have led to the creation of deep models for malware detection. However, these models often lack transparency, making it difficult to understand the reasoning behind the model’s decisions, otherwise known as the black-box problem. …”
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The Main Characteristics of Dialogic Interaction (Defining the Actual Tasks of Pedagogic Dialog by Y. V. Yermolayeva

“…The paper observes the main characteristics or prerequisites of dialogic interaction: dialogic attitude (emotionally ethical precondition); antinomian thinking (intellectual precondition); open outlook and creativity (precondition of personal meaning creation in the course of dialog). The comparative analysis of dialogism and non-dialogism of schoolchildren from Riga and Moscow are given regarding their behavior in conflicting situations; attitude to extremism; and reactions to bulling situations. …”
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Common Space as Threshold Space: Urban Commoning in Struggles to Re-appropriate Public Space by Stavros Stavrides

“…In practices of common space creation, commoners create areas of encounter and collective self-management. …”
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CONTEMPORARY RUSSIAN POLICY IN THE MIDDLE EAST: STRATEGIC GOALS AND TACTIC ACTIONS by O. A. Kolobov

“…The article describes new technologies of political actions of the Russian Federation in the Middle East region, taking into account the factor of peacemaking and the creation of normal living conditions for the countries and peoples of the Greater Middle East. …”
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About Innovative Content of Subject-Oriented Pedagogical Education by R. M. Asadullin

“…Thus, the need arises for a special study of the processes and means of updating the content and technologies of teacher training in order to control the level of students’ professional competencies development, as required by educational and professional standards. This means the creation of a special educational system in a pedagogical university, which can provide a harmonious and synchronous mastering by future specialists of both subject knowledge and methods of pedagogical activity.The article provides a theoretical study aimed at identifying key patterns of designing a new content for teacher education, the basis of which is the formation of a future teacher as a subject of his own professional activity. …”
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Development of Applied Linguistics by Meilutė Ramonienė

“…First of all, the article introduces the works on teaching Lithuanian as a foreign language, which are connected with the beginning of applied linguistics in Lithuania, and which have laid the appropriate methodological foundations for the formation of communicative competence, for the development of a new type of textbooks, pedagogical grammars of the Lithuanian language, and for the creation of a system of assessment of competences. …”
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Schwinger-Type Pair Production in Non-SUSY AdS/CFT by Udit Narayan Chowdhury

“…We numerically calculate the interquark potential profile and the effective potential to study pair production and analytically find out the threshold electric field beyond which one gets catastrophic pair creation by studying rectangular Wilson loops using the holographic method. …”
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Evaluation of Performance of Different Methods in Detecting Abrupt Climate Changes by Chunyu Zhao, Yan Cui, Xiaoyu Zhou, Ying Wang

“…We found no difference in the results of any of the methods following removal of the mean, creation of an anomaly series, or normalization. However, detrending and study period selection affected the results of the Cramer and Mann-Kendall methods; in the latter case, they could lead to a completely different result.…”
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Some features of mathematical education in Lithuania during the years of dependence by Juozas Banionis

“…In the middle of the 7th decade creation of new educational programme was started in the USSR. …”
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Multimedia Thesaurus: A Case of Designing and Prospects for Using in Engineering Education by M. M. Bazhutina

“…The paper deals with the technology for the creation and use of an individual multimedia bilingual thesaurus as a tool for the integration of the foreign language and engineering disciplines at a technical university. …”
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Development of the risk management system of the enterprises - aviation equipment lifecycle participants by I. I. Zvyagintseva, T. I. Zueva

“…The relevance of this study is justified by the need to improve the quality of management decisions taking into account the impact of risks in the implementation of complex innovative projects for the creation and operation of aviation equipment. The article contains the results of a study to identify new approaches to solving the problem of effective management of aviation industry enterprises, including risk management, as part of the overall management system of the enterprise. …”
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The Validation of the Total Quality Management Construct Using Confirmatory Factor Analysis by Farooq Miiro

“…This kind of approach can lead to creation of a more impressing and interesting environment of teaching and learning and at the same time attract high quality personnel from both students and staff at international levels. …”
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Media Support of University Activities in the Context of University Image Promotion by V. A. Pulkina, G. V. Korshunov

“…Therefore, the media support of the university, the creation and maintenance of its positive image require more attention from the management. …”
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Monetary Union is the future of EAEU by V. S. Kuznetsov

“…In this article the author analyses he stages of setting up the Eurasian regional monetary order from the creation of multilateral settlement system using common regional currency unit to the introduction of Eurasian currency system with Eurasian currency unit, which can be transformed in the future into the Eurasian Economic and monetary union with common regional currency (euras), which can restrict the world's monopoly position of the dollar.…”
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Réinventer les représentations de l'identité et de la culture « locales » by Seraina Hürlemann

“…Il sera démontré qu'il existe plusieurs acteurs importants impliqués dans ce processus de réinvention - allant d'un gouvernement central fort, d'agences officielles de développement et d'investisseurs privés à des coopératives locales et enfin des résidents individuels - tous ayant un intérêt dans la formation et la création de ce qui est perçu comme l'identité et la culture « locales ».…”
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La gouvernance des espaces protégés: vers un partage de la nature ? by Céline Chadenas, Vincent Andreu-Boussut, Celine Barthon, Xavier Michel, Arnaud de Lajartre

“…The trajectories of these sites will be apprehended, from the creation of the protected space until today, observing in particular the dialectics opening / closing and permanence / rupture that these places know and the way in which they are apprehended. …”
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4-H Florida-Friendly Landscaping™ Leader Guide by John Pipoly, Angelina Toomey, Sarah Hensley, Esen Momol, Jennifer W. Marvin, Kelly Perez

“… Florida-Friendly LandscapingTM (FFL) protects natural resources through water conservation, waste and nonpoint source pollution reduction, erosion prevention, and creation of wildlife-sustaining habitats by implementing science-based landscaping practices. 4-H Florida-Friendly LandscapingTM Curriculum fosters environmental stewardship among youth and allows them to engage in conserving water, soil, and vegetation resources from an early age. …”
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CURRENT TENDENCIES OF THE GLOBAL INDUSTRIAL POLICY AND RUSSIAN INDUSTRIAL RESTRUCTURING PRIORITIES by A. A. Chernyshev

“…Major advanced economies devote considerable attention to creation of supportive environment for industrial development, including implementation of national innovation systems (NIS) as well as elaboration of the institutional infrastructure industry development programs. …”
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A Standardized Framework for Evaluating Surgical Enhanced Recovery Pathways: A Recommendations Statement from the TDABC in Health-care Consortium by Ana Paula B.S. Etges, Luciana Paula Cadore Stefani, Dionisios Vrochides, Junaid Nabi, Carisi Anne Polanczyk, Richard D. Urman

“…**Background:** Innovative methodologies to redesign care delivery are being applied to increase value in health care, including the creation of enhanced recovery pathways (ERPs) for surgical patients. …”
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Healthy core: Harmonizing brain MRI for supporting multicenter migraine classification studies. by Hyunsoo Yoon, Todd J Schwedt, Catherine D Chong, Oyekanmi Olatunde, Teresa Wu

“…However, multicenter studies, incorporating varying research participant characteristics, MRI scanners, and imaging acquisition protocols, may introduce confounding factors, potentially hindering the creation of generalizable machine learning models. …”
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