Effect of Child Birth Preparation Classes on Empowering Iranian Pregnant Women: A Systematic Review by Masoumeh Rajabi Naeeni, Masoumeh Simbar

“…Materials and Methods: The relevant articles published up to the beginning of April 2017 were searched in 12 valid databases and the Google Scholar search engine using several keywords. The search process resulted in the retrieval of 96 articles, the eligibility of which was investigated by studying their abstracts and full-text versions. …”
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Soft voting ensemble model to improve Parkinson’s disease prediction with SMOTE by Jumanto Unjung, Rofik Rofik, Endang Sugiharti, Alamsyah Alamsyah, Riza Arifudin, Budi Prasetiyo, Much Aziz Muslim

“…The proposed new model is to perform class balancing using SMOTE and build an ensemble voting model. The research process is systematically structured into multiple phases: data preprocessing, sampling, model development utilizing a voting ensemble approach, and performance evaluation. …”
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Understanding the dynamics of evacuation delays: A study of the 2021 mount Semeru eruption through PLS-SEM analysis by I Dewa Made Frendika Septanaya, Adjie Pamungkas, Anoraga Jatayu, Rivan Aji Wahyu Dyan Syafitri, Amien Widodo, Mayra Andrakayana

“…Notably, 71 % of respondents relied on neighbours as their primary information source, and 80 % reported experiencing panic during the evacuation process. These findings highlight critical gaps in community preparedness and emergency communication systems. …”
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Hybrid multi-criteria decision making approaches for transtibial prostheses socket material selection by Tarun Rijwani, Gurusharan Dumra, Kumar Abhishek, Ganesh Iyer

“…To address the complexity and multi dimensionality of the material selection process, four different MCDM techniques, Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), Multi Objective Optimization by Ratio Analysis (MOORA), Evaluation Based on Distance from Average Solution (EDAS), and Grey Relational Analysis (GRA) are employed in combination with an entropy weighting method to account for the varying importance of the criteria. …”
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Multi-label software requirement smells classification using deep learning by Ashagrew Liyih Alem, Ketema Keflie Gebretsadik, Shegaw Anagaw Mengistie, Muluye Fentie Admas

“…Traditionally, identifying requirement smells was a manual process, time-consuming, prone to inconsistency, and human mistakes. …”
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Critical factors for the selection of phase change materials for asphalt mixtures: A systematic review by David Salvo-Ulloa, Irune Indacoechea-Vega, Felipe Ossio, Daniel Castro-Fresno

“…It explores the types of existing PCMs (organic, inorganic and eutectic) and the methodologies of incorporation into the asphalt mixture according to the PCM format (direct incorporation, carrier materials or encapsulation) and the moment in which it is combined in the asphalt mixture (wet or dry process). It also emphasizes the importance of performing thermal and mechanical tests to verify the properties of the PCM and the impact on the asphalt mixture, together with the conditions under which the PCM is exposed during manufacture, compaction and commissioning of asphalt mixture for a correct selection of the PCM. …”
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Polymicrobial Pituitary Abscess Predominately Involving Escherichia coli in the Setting of an Apoplectic Pituitary Prolactinoma by Norman Beatty, Luis Medina-Garcia, Mayar Al Mohajer, Tirdad T. Zangeneh

“…The definitive etiology of this infection was not determined but an odontogenic process was suspected. A chronic third molar eruption and impaction in close proximity to the pituitary gland likely led to contiguous spread of opportunistic oral microorganisms allowing for a polymicrobial pituitary abscess formation.…”
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Narrative Confetti - Subjects, Truth and Ethics by Stephen Webb

“…So the three of them sit down and begin the process of sorting and classifying a potential outline for the book proposal. …”
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Defining ‘robotics’ for legal responsibility: A conceptual framework by Liliya V. Ivanova, Dmitriy E. Arzhilovskiy, Nikita A. Kalashnikov

“…Given that artificial intelligence is currently created and managed by developers, it is essential to implement clear regulatory frameworks that define permissible and impermissible actions for developers and all stakeholders involved in the AI development process at every stage of its lifecycle.…”
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PENERAPAN MODEL PEMBELAJARAN INKUIRI TERPIMPIN UNTUK PENINGKATAN PEMAHAMAN DAN KETERAMPILAN BERPIKIR KRITIS SISWA SD by A. Sochibin, P. Dwijananti, P. Marwoto

“…<br />Documentation, test, and observation methods were acquired by using tests after learning is finished either first methods or second<br />cycle, while critical thinking skill data an observation was done during the learning process. The results of the study showed that<br />guided inquiry learning model can enhance students' understanding of concept and develop critical thinking skills of students of IV<br />class elementary school on water and its nature.…”
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The Influence of Oil Types and Their Flow Rates on the Flow Corrosion Risk of REAC Systems by Huayu WEN, Yejiang HONG, Rui LI, Xiaofei LIU

“…To address the corrosion failure issues in hydrogenation reaction effluent air cooler (REAC)systems, a typical process simulation model was constructed using the reverse order deduction method. …”
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Liquidity  Risks  in  the Context  of  Sustainable  Development of  a Commercial  Company by S. A. Sidorova

“…At the third stage we propose to consider the category of financial sustainability in the context of sustainable development in the process of value creation of the business. In doing so, we suggest considering the maintenance of financial sustainability as a complex notion in accordance with the demands of the main stakeholders including the satisfaction of the business owners. …”
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Exploitation of bentonite and halloysite fixed bed columns – Removal of organic micropollutants and microbiological regeneration by Gabriela Kamińska, Bhautik Dave, Augustine Nana Sekyi Appiah, Justyna Majewska

“…The microbial regeneration process, employing Pseudomonas aeruginosa, facilitated significant degradation of adsorbed micropollutants. …”
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Development of hybrid friction stir welding and adhesive bonding single lap joints in aluminium alloys by Ricardo Leite Maciel, Virginia Infante, Daniel Braga, Pedro Moreira, Tiago Bento, Lucas da Silva

“…From the results it is possible to affirm that the hybridization process confers an improvement between 20-30 % in most cases.…”
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Developing an intuitive decision support system for equitable vaccine distribution during pandemics by Lise Boey, Hossein Baharmand, Ross Owen Phillips, Nico Vandaele, Burcu Balcik, Jan Ove Kjøndal, Asle Birkeland, Håvard Fossli, Naima Saeed, Catherine Decouttere

“…A Lightning Decision Jam workshop was conducted to define the DSS’s characteristics, with the visualization of scenarios and decision-making transparency being key features during the development process. We validated the DSS with policymakers and built it for the Norwegian context, with flexibility for adaptation to other regions, particularly those still grappling with high vaccine supply deficits. …”
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Unlocking the Potential of Pomelo Albedo: A Novel Substrate for Alpha-Amylase Production Using <i>Bacillus licheniformis</i> by Thi Ngoc Tran, Si-Chun Chen, Chien Thang Doan, San-Lang Wang

“…Due to its important properties, such as tolerance to EDTA, <i>B. licheniformis</i> TKU 004 amylase may be valuable for industrial applications, especially in detergents and food processing.…”
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Benchmark Dataset for AI-Driven Palm Tree Detection and Analysis in the UAE by M. Al-Saad, N. Aburaed, M. Q. Alkhatib, M. S. Zitouni, S. Almansoori, H. Al-Ahmad

“…Currently, all palm trees are counted and monitored manually, a labor-intensive process that demands significant time and effort. …”
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Explainable artificial intelligence of DNA methylation-based brain tumor diagnostics by Salvatore Benfatto, Martin Sill, David T. W. Jones, Stefan M. Pfister, Felix Sahm, Andreas von Deimling, David Capper, Volker Hovestadt

“…Neuro-oncology research would benefit greatly from understanding the underlying artificial intelligence decision process, which currently remains unclear. Here, we describe an interpretable framework to explain the classifier’s decisions. …”
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Study on Immobilization Method of Two-species Mycelial Pellet for Degradation of Lignocellulose by GUO Wei, YAN Hong, PEI Lei

“…X10-1-2 and G-13 have the complementary advantage on the immobilization process，develope the synergy effects and promote the production of ligninase. …”
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To teach is to get nervous: Teacher anxiety as a multifaceted occurrence in pedagogical practices by Habibullah Pathan, Oksana I. Aleksandrova, Illahi Bakhsh

“…An analysis of classroom observations from 10 classes yielded that most teachers harboured apprehension about being observed, struggled to manage a large number of students in their English classes, ranging from 150 to 250 students, spoke at a rapid pace, and frequently employed the technique of avoiding student inquiries during the teaching process. The current research concludes with future recommendations to minimise teacher anxiety in teaching practices by engaging them in pre and post-professional training.…”
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