Blind and endmember guided autoencoder model for unmixing the absorbance spectra of phytoplankton pigments by Pritish Naik, Ilkka Pölönen, Pauliina Salmi

“…We show that spectral unmixing using the EGAE model with different objective functions can effectively estimate the abundance of different optical components in spectral data. …”
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Quality of Life of Women During the Final Four Weeks of Pregnancy (Based on the Findings of a Sociological Study) by V. Ruden’, M. Detsyk

“…During this period, quality of life serves as a complex integrative indicator of the level of life functioning and a potential predictor of postpartum adaptation. …”
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Assessing the impact of climate and population changes on heatstroke incidence in Saitama City, Japan by Keita Honjo, Masayuki Hara, Hiroaki Yamato

“…Our results highlight the need for adaptation strategies that take into account the diversity of heatstroke risk functions.…”
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Network Efficient Hierarchical Authentication Algorithm for Secure Communication in IoT and IoE by Abhiram Sharma, R. Suganya, P. B. Krishna, Rudra Raj, Raja Kumar Murugesan

“…The expansion of the Internet of Things (IoT) and the Internet of Everything (IoE) has revolutionized the way we connect and interact with technology, introducing unprecedented convenience and functionality. However, adopting this also exposes significant vulnerabilities, as traditional authentication methods like AES and Triple-DES often incur high computational overhead and struggle to adapt to the diverse array of devices within IoT and IoE environments. …”
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“On the Question of the Psychology of the Actor's Creativity” by L.S. Vygotsky: the Correlation of the Originality of Personal Characteristics and Professional Activity by Vladimir S. Sobkin, Tatyana A. Lykova

“…Parshikova), short Dark Triad questionnaire (adapted by M.S. Egorova, M.A. Sitnikova, O.V. Parshikova), A.A. …”
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COVID-19 vaccination and test management for healthcare workers—development, implementation and feasibility of a custom human resources information platform at a university hospita... by Matthias Bonigut, Ana Zhelyazkova, Mathias Weber, Stefanie Geiser-Metz, Markus Geis, Bernhard Heindl, Stephan Prückner

“…Simultaneously, the development of such platforms needs to be open to new cases, functions and sources, thus requiring a dynamic and agile environment.…”
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Sustainable business development vision under the covid-19 pandemic by Nataliya Antonyuk, Iryna Plikus, Mohammad Jammal

“…The authors noted that the COVID-19 pandemic significantly affected the business environment, changing each country's economy's priorities and principles of functioning. The study's main goal is to analyze the impact of quarantine measures and the pandemic on sustainable business development. …”
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Attitude towards the disease and quality of life of patients with multiple sclerosis as a target of personalized psychotherapy for PTSD by M. T. Andreeva, T. A. Karavaeva, I. V. Kalinin

“…Evers, F. Kraaimaat (1998), adapted by N.A. Sirota, D.V. Moskovchenko (2014). …”
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Analysis and Justification of the Effect of Digital Transformation of Enterprises and Organizations by I. G. Fiodorov, A. N. Sotnikov

“…As research methods, the analysis of complex changes in the mechanisms of coordination of performers of business processes, redistribution of their functions, and modification of the organizational structure of the enterprise based on the method of Scientific Organization of Labour is proposed. …”
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Undervalued essential work and lacking health literacy as determinants of COVID-19 infection risks: a qualitative interview study among foreign-born workers in Sweden by Annika Rosengren, Kristina Jakobsson, Mia Söderberg, Maria Magnusson, Juhaina Swaid

“…The respondents fulfilled important societal functions, but their work was undervalued due to low job status, and they had little influence on improving safety at work. …”
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The Silk Road as a Skilled Practice: taking the two tea roads as cases by CHEN Wei

“…The paper posits that the Silk Road facilitated the formation, selection, and evolution of knowledge, endowing it with specific functions and creating specialized spaces for its practice. …”
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CHALLENGES OF MODERNITY IN RUSSIAN EDUCATION: ANALYSIS AND STRATEGIES by Elena F. Moros

“…To ensure the sustainable functioning of the education system, active support from government policy is necessary, which should include effective management and the creation of conditions for the stable development of education. …”
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Expanded Bioclimatic Variables Extracted from Monthly Climate Predictions under the SSP Climate Scenarios over South Korea by Jieun Oh, Ah Reum Han, Yeong-cheol Kim, Seungbum Hong

“…These shifts lead to transformations in ecosystem structure, components, and functions. Exploring the connections between species and climate change is essential for developing adaptation strategies. …”
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Optimizing urban energy flows: Integrative vehicle-to-building strategies and renewable energy management by Jian Hern Yeoh, Kai-Yun Lo, I-Yun Lisa Hsieh

“…The optimization tasks are handled using the Sequential Least Squares Programming (SLSQP) algorithm, which is well-suited for managing quadratic objective functions, nonlinear constraints, and bounded variables. …”
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Ukrainian Educational and Scientific Potential After the Full-Scale Invasion: Socieconomic Challenges and Prospects by Maryna Iurchenko, Maryna Ponomarenko

“…The present article analyzes the key aspects of the functioning of the knowledge economy and education as its component in Ukraine under the conditions of ongoing military actions. …”
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A phoenix in the greenhouse: characterization and phylogenomics of complete chloroplast genomes sheds light on the putatively extinct-in-the-wild Solanum ensifolium (Solanaceae) by Matthew R. Graham, Noorpreet Kaur, Cynthia S. Jones, Kurt Lamour, Bryan A. Connolly

“…Despite its conservation status, genomic data for S. ensifolium remains scarce, limiting our understanding of its evolutionary history and potential adaptations. Results The S. ensifolium chloroplast genome (155,295 bp) exhibits a typical quadripartite structure and encodes 151 genes, including 95 protein-coding genes involved in photosynthesis, transcription, translation, and other essential cellular functions. …”
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Genome-wide identification of the TGF-β superfamily and their expression in the Chinese mitten crab Eriocheir sinensis by Yu Su, Siyu Mou, Yifan Song, Huanglong Zhang, Qian Zhang

“…This study identified the sequence structure, phylogenetic relationship, and gene expression profiles of the TGF-β superfamily genes in the Chinese mitten crab, and the above results lay a foundation for further investigation of the evolution and biological functions of this gene family.…”
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Effects of oligosaccharide-sialic acid (OS) compound on maternal-newborn gut microbiome, glucose metabolism and systematic immunity in pregnancy: protocol for a randomised controll... by Yu Liu, Shuxian Wang, Rui Peng, Shengtang Qin, Huixia Yang, Jingmei Ma

“…During pregnancy, the dynamics of gut microbiota is involved in physiological adaptation. The disturbed profile of microbiome is associated with maternal complications, such as gestational diabetes mellitus (GDM), which further transfers to the offspring and influence their metabolic and immunological functions in the long term. …”
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Use of Remote Assessment Tools to Substitute Routine Outpatient Care: Scoping Review by Jayne Barclay, Clair Sullivan, Michael Beckmann, Graeme Mattison, Rebecca Runciman, Elizabeth Martin

“…The interventions varied in length, from 4 weeks to 12 months, and demonstrated a range of functionalities, including symptom monitoring and postsurgical follow-ups. …”
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Hidden social and emotional competencies in autism spectrum disorders captured through the digital lens by Elizabeth B. Torres, Elizabeth B. Torres, Elizabeth B. Torres, Joe Vero, Neel Drain, Richa Rai, Theodoros Bermperidis

“…We extracted the micro-movement spikes (MMSs) from the motion speed along 68 points of the OpenFace grid and empirically determined the continuous family of probability distribution functions best characterizing the MMSs in a maximum likelihood sense. …”
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