ClassRoom-Crowd: A Comprehensive Dataset for Classroom Crowd Counting and Cross-Domain Baseline Analysis by Wenqian Jiang, Xiaohua Huang, Qun Zhao, Sheng Liu

“…In recent years, with the rise of smart education, crowd counting technology has garnered increasing attention for its applications in educational environments. …”
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Dynamic Scene Segmentation and Sentiment Analysis for Danmaku by Limin Li, Jie Jing, Peng Shi

“…Danmaku analysis is important for understanding video content and user interactions. However, current methods often look at separate comments and do not see the complex links between Danmaku and the video’s context. …”
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ESG disclosure topics and reporting frameworks: exploratory research across automotive, construction, and energy industries by Bence Lukács, Robert C. Rickards, Péter Molnár, Alex Suta, Árpád Tóth

“…Abstract Environmental, Social, and Governance (ESG) reporting and proper measurement of greenhouse gas emissions are becoming increasingly important for industries with substantial environmental impact. …”
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BLACKMAIL AS A METHOD OF EXTORTION by KHOMUTOVA RUSLANA, DAVTYAN DAVID

“…The relevance of the topic is due to the growing number of crimes, the increasing complexity of extortion methods, as well as the transformation of criminal practice in the context of the digitalization of society. …”
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THE IMPACT OF REINTEGRATION INTO THE PROFESSIONAL ENVIRONMENT AFTER PARENTAL LEAVE ON THE PERFORMANCE OF EMPLOYEES IN THE PRIVATE SECTOR IN ROMANIA by Loredana Simona CARP (BERTA)

“…The topic of this research is particularly relevant in the current context, given the importance of increasing the balance between personal and professional life of employees and ensuring an efficient reintegration into the work environment after a break period. …”
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Two antagonistic objectives for one multi-scale graph clustering framework by Bruno Gaume, Ixandra Achitouv, David Chavalarias

“…The meaning of these metrics in the context of graph clustering is therefore easily interpretable by most users of real-world graphs. …”
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(Too) many policies under one roof? About the integration of competition law enforcement and sectoral regulation within one authority by Anna Piszcz

“…This article is going to reflect upon the relevant changes after the enlargement of the European Union (2004) and the current situation of selected competition authorities in this context. …”
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Companies’ future visions for circularity: A frame analysis based on Finnish front-runner CE companies by Mikael Nurminen, Malla Mattila, Elina Närvänen

“…Despite increasing calls for circularity in business, the trending Circular Economy (CE) is not converting into action and the global usage of secondary material is declining. …”
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Strategic Role of the Pharmaceutical Industry in the Сontext of the Global Pandemic by Z. A. Mamedyarov

“…The paper traces the current trends in the growth of innovative competition in pharmaceuticals and biotechnology, taking into account the factor of the COVID-19 pandemic. …”
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Social Entrepreneurship in the World During the Pandemic: State and Development by K. B. Kanapiyanova, R. M. Ruzanov, M. S. Dosmanbetova, M. K. Kozhakhmetova, G. N. Appakova

“…The current economic crisis caused by the Covid-19 pandemic is unprecedented, as it has affected many sectors of the economy. …”
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Gut Microbiota in Rheumatic Diseases Pathogenic Role and Therapeutic Potential by Bartłomiej Kusy, Maciej Dudziński, Martyna Różańska, Michał Robak, Agnieszka Bajkacz, Marcin Płonka, Mateusz Michalak

“… The gut microbiota plays a crucial role in maintaining the body's homeostasis, and its imbalance—referred to as dysbiosis—is increasingly associated with the pathogenesis of autoimmune diseases, including rheumatic disorders. …”
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Measuring Customer Experience in Mobile Apps: A Systematic Literature Review by Erika Lázár, Krisztián Szűcs

“…Purpose – This research study is aimed at investigating the role and impact of mobile applications in an omnichannel shopping context, with a particular focus on customer experience. …”
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Periurbanisation and natural hazards by Laurent Astrade, Céline Lutoff, Rachid Nedjai, Céline Philippe, Delphine Loison, Sandrine Bottollier-Depois

“…A diachronic study of changes in land use between 1956 and 2001 shows how valley infrastructures at the bottom of mountainsides have become increasingly dense. In this context, a survey was carried out among a number of residents in the Lavanchon basin in an attempt to evaluate the degree of awareness that the population has of the natural hazards to which it is exposed. …”
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After the Astana declaration: is comprehensive primary health care set for success this time? by Per Kallestrup, Christian Kraef

“…In this analysis we (1) examine the challenges that comprehensive PHC faced after the Alma-Ata declaration, (2) provide an analysis of the current opportunities and threats to comprehensive PHC strengthening on the global, national and community level and (3) review the most important policy recommendations and related evidence to address these threats for success of the Astana declaration.Factors that are predominantly opportunities are the treasure of historical lessons from the past 40 years, the increased attention to social and environmental determinants of health, the global economic growth and new technologies, in particular digital medicine, which also have the potential to revolutionise community involvement.Factors that are currently predominantly threats are insecurity, conflicts and disease outbreaks; lack of sustained political commitment and inappropriate monitoring and evaluation structures; inappropriate and unsustainable financing models; insufficient health workforce recruitment, employment and retention; missing support of physicians and their professional organisations; inadequately addressing the needs of the community and not giving attention to gender equity. …”
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Artificial intelligence as a policy response to teaching and learning issues in education in Ghana by Joshua Osondu, Emmanuel Jean Francois, Jesse Strycker

“…This paper offers a literature synthesis on the role of artificial intelligence (AI) as a strategic policy instrument in tackling the challenges of Teaching and Learning (TL) within the Ghanaian educational context. By examining the current state and prospects of AI in education (AIEd), specifically in Ghana, this study highlights how AI can address unique educational challenges faced by Ghanaian students and educators. …”
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Urban Densification: An Effective Sustainability Solution Against Urban Sprawl by Aïcha Chetara, Leila Djaghrouri, Djamila Djaghrouri, Moussadek Benabbas

“…In the current context, it has become imperative to implement effective strategies to reduce the excessive consumption of bare land. …”
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Civic engagement and social capital in ship-preservation work in Norway: The scope, impact, and demographics of formal volunteering and publicly funded engagements by Ursula S. Goth, Erik Småland

“…Introduction: The current focus on volunteering related to civic engagement in Norway has led to a rise in complementary private initiatives and public funding, specifically with regard to the preservation of historic ships. …”
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Comparison of rituximab vs. cyclophosphamide in rheumatoid arthritis-associated interstitial lung disease and its correlation with spirometry by Mohammed Abdullah Saleem, Atiya Parveen, Fazeel Zubair Ahmed

“…This study outlines the limitations of current treatment options. Specifically, the toxicity of cyclophosphamide sets the stage for investigating the comparative effectiveness of rituximab in the context of RA-ILD. …”
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Quantifying trends in disease impact to produce a consistent and reproducible definition of an emerging infectious disease. by Sebastian Funk, Tiffany L Bogich, Kate E Jones, A Marm Kilpatrick, Peter Daszak

“…The proper allocation of public health resources for research and control requires quantification of both a disease's current burden and the trend in its impact. Infectious diseases that have been labeled as "emerging infectious diseases" (EIDs) have received heightened scientific and public attention and resources. …”
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Sustainable sanitation from a multi-layered approach: the case of Costa Rica by Cindy

“…However; on the other hand, it faces increasingly greater challenges in terms of sanitation planning, inter-institutional coordination, legislation, financing and maintenance of current sanitation systems. …”
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