A New Two‐Stage Probabilistic Remaining Useful Life Prediction Method for Wind Turbines by Weifei Hu, Xuewei Zhou, Qing Jiao, Feng Zhao, Ning Tang, Ke Li, Zili Wang

“…ABSTRACT Accurate and reliable modeling of the degradation process is crucial for developing preventive maintenance strategies for wind turbines (WTs). …”
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Deep Multi-Component Neural Network Architecture by Chafik Boulealam, Hajar Filali, Jamal Riffi, Adnane Mohamed Mahraz, Hamid Tairi

“…Existing neural network architectures often struggle with two critical limitations: (1) information loss during dataset length standardization, where variable-length samples are forced into fixed dimensions, and (2) inefficient feature selection in single-modal systems, which treats all features equally regardless of relevance. To address these issues, this paper introduces the Deep Multi-Components Neural Network (DMCNN), a novel architecture that processes variable-length data by regrouping samples into components of similar lengths, thereby preserving information that traditional methods discard. …”
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Color Sensors in Smart Food Packaging by Roman V. Kryuk, Marina G. Kurbanova, Anastasia Yu. Kolbina, Konstantin B. Plotnikov, Igor B. Plotnikov, Andrey N. Petrov, Mohammed El Amine Khelef

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Facilitating university admission using a chatbot based on large language models with retrieval-augmented generation by Zheng Chen, Di Zou, Haoran Xie, Huajie Lou, Zhiyuan Pang

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Extraction of Bioactive Substances from Medicinal Plants with Whey: Selecting Optimal Parameters by Natalia S. Velichkovich, Ann A. Stepanova, Oksana V. Kozlova, Veronika A. Lutz, Timothy A. Larichev

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An Exploratory Study on Water Scarcity and Coping Mechanisms Among Women Households with Special Reference to Chidothe Village in Zomba, Malawi by Autillia C. Phiri, T. Velmurugan

“…However, little efforts have been made to understand social issues to water shortage and how people respond to them. …”
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Building Bridges in a Divided Society: Addressing Hindutva and Muslim Conflicts in India by Mehmet Masatoğlu

“…Additionally, it explores the rise and spread of Hindu nationalism while simultaneously evaluating the corresponding socio-political issues that are encountered by the Muslim minority. …”
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Developing and identifying the psychometric properties of empty nest syndrome SCALE by Maryam Ahmadi Khatir, Mahnaz Modanloo, Ali Dadgari, Homeira Khoddam, Leila Teymouri Yeganeh

“…Methods In this methodological study, Waltz’s (2010) four-phase approach was utilized to design the instrument for measuring ENS. The psychometric process involved determining the instrument’s validity and reliability. …”
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The “memory wars” in divided societies: the case of Spain by I. L. Prokhorenko

“…The alternative politics of memory, which are declared and carried out by different competing actors of political process at the country level, first of all being government and opposition parties, are analyzed in the article. …”
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The assessment of potential and risk management at oil refining enterprises by T. A. Kulagovskaya, G. V. Tatamirov

“…The studies conducted show that the issues of effective management of the industrial potential of the regions of the Russian Federation are especially relevant in conditions of lack of necessary resources. …”
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A Vehicle Path Planning Algorithm Based on Mixed Policy Gradient Actor-Critic Model with Random Escape Term and Filter Optimization by Wei Nai, Zan Yang, Daxuan Lin, Dan Li, Yidan Xing

“…However, DRL has its own disadvantages of higher search cost and earlier convergence to the local optimum, as vehicle path planning issues are usually in a complex environment, and their action set can be diverse. …”
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Challenges in making standardisation work in healthcare: lessons from a qualitative interview study of a line-labelling policy in a UK region by Mary Dixon-Woods, Guillaume Lamé, Natasha Marie Kriznik

“…Objective To identify and learn from efforts to design and implement a standardised policy for labelling of invasive tubing and lines across a regional health system.Design Single case study involving qualitative interviews and documentary analysis.Setting A devolved health system in the UK National Health Service (NHS).Participants NHS staff (n=10) and policy-makers (n=8) who were involved in the design and/or implementation of the standardised policy.Results Though standardising labelling of invasive tubing and lines was initially seen as a common-sense technical change, challenges during the process of developing and implementing the policy were multiple and sociotechnical in nature. …”
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Bias Estimation for Low-Cost IMU Including <i>X</i>- and <i>Y</i>-Axis Accelerometers in INS/GPS/Gyrocompass by Gen Fukuda, Nobuaki Kubo

“…In contrast, micro-electromechanical system (MEMS)-based inertial measurement units (IMUs) offer a low-cost alternative; however, their lower accuracy and sensor bias issues, particularly in maritime environments, remain considerable obstacles. …”
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The importance of teacher interpersonal communication as an effort to maintain students' mental health: a study of lerature review by Eli Sabrifha, Darmawati Darmawati

“…A supportive and stigma-free environment must also be created so that students feel comfortable talking about health issues.…”
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Obesity and COVID-19: insights from two pandemics by Yu. Sh. Khalimov, P. V. Agafonov, E. B. Kireeva

“…The article discusses non-drug approaches and issues of pharmacological therapy in patients with obesity in the context of a pandemic of a new coronavirus infection. …”
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Sustainability of Audit Profession in Digital Technology Era: The Role of Competencies and Digital Technology Capabilities to Detect Fraud Risk by Fazlida Mohd Razali, Norhayati Sulaiman, Dewi Izzwi Abdul Manan, Jamaliah Said

“…Failure to discover these issues led to massive financial losses to corporations, as happened to Satyam Computers Limited. …”
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AI Can Be a Powerful Social Innovation for Public Health if Community Engagement Is at the Core by Alessandra N Bazzano, Andrea Mantsios, Nicholas Mattei, Michael R Kosorok, Aron Culotta

“… There is a critical need for community engagement in the process of adopting artificial intelligence (AI) technologies in public health. …”
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Urbanização e novas relações cidade-campo: os processos com a criação do estado do Tocantins e de sua capital Palmas na Amazônia Oriental by Kelly Bessa

“…These surpluses have changed the original urban plan and urban network standards, consequently revealing new city-countryside relations and urban-rural-regional processes which call for more rigorous analyses. Addressing such issues is this study’s central aim.…”
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Orthodox Monasteries as Centers of Christian Civilization on the Eastern Borders of the Russian State by Inna I. Yurganova

“…We pay attention to the scientific discourse of modern historical science on the issues of dating the establishment of monastic monasteries and an individual research approach. …”
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La resémantisation de la ligne frontière dans des régions métropolitaines transfrontalières : le Jardin des 2 Rives à Strasbourg et la place Jacques Delors à Lille by Bernard Reitel, François Moullé

“…This article focuses on the way public bodies have invested borders in the European Union and especially how some parts of the limit of sovereignty are transformed into cross-border places in the process of construction of cross-border metropolitan regions. …”
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