Enhanced early detection of dysarthric speech disabilities using stacking ensemble deep learning model by Jagat Chaitanya Prabhala, Ravi Ragoju, Venkatanareshbabu Kuppili, Christophe Chesneau

“…Each base model underwent independent training, and the GA optimized the ensemble by evolving an adaptive weight distribution instead of relying on predefined fusion methods. Extensive simulations and hyperparameter tuning confirmed that the GA-optimized ADSDD-SEDL technique significantly improved detection efficiency over traditional ensemble approaches. …”
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Regional Geomagnetic Field Modeling Based on Associated Legendre Polynomials by Libo Zhu, Houpu Li, Jineng Ouyang, Bo Zhu, Ming Chang

“…This model employs the associated Legendre polynomials method, which combines the QR decomposition approach and a comprehensive evaluation index formula to enhance the computational efficiency of parameter estimation. …”
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Analysis of the Application of Artificial Intelligence (AI) in Halal Product Supply Chain Management: A Systematic Literature Review by Shofia Rizka Julianti, Agung Fatwanto

“…The object of this study is a scientific article that implements AI technology in halal product supply chain management with a qualitative approach through the Systematic Literature Review (SLR) method. Literature studies were conducted using Google Scholar and Science Direct to obtain detailed and up-to-date information on the topics to be studied. …”
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ADAPTATION OF RUSSIAN FIRMS TO THE EXTERNAL ENVIRONMENT CHANGES: THE ROLE OF ELECTRONIC BUSINESS by A. Trachuk, N. Linder

“…The consumer survey and its results analysis have been conducted using the method of content analysis. This approach allowed to draw some conclusions regarding the features of building business models using e-business, to identify opportunities for transformation, aimed not only at improving the efficiency and competitiveness, but also on creating a new value for consumers in order to maintain and increase existing market share and to establish new markets of consumers.business allows to create a new value based on increasing efficiency by reducing, first of all, transaction costs, by decreasing asymmetric information, increasing the speed of transactions and so on. …”
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TOBACCO LEAVES EXTRACT (Nicotiana tabacum) AS A NATURAL CORROSION INHIBITOR OF CARBON STEEL by Micha Mahardika, Ninik Triayu Susparini, Isna Lailatusholihah

“…The objective of this study was to determine the corrosion rate value and efficiency of tobacco leaf extract as an inhibitor on corrosion coupons exposed to a sulfuric acid solution. …”
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PSCPF: planning, scheduling and control of patient flow by Thiago A. Souza, Guilherme L. R. Vaccaro, Rui M. Lima

“…Originality The application of concepts from manufacturing applied to healthcare as the PPSC, present in this text, demonstrates the crossing and alignment of global management techniques and tools applicable to both areas. Research method The discussion is based on data gathered through action-research in a Brazilian public hospital. …”
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Factors Contributing to the Successful Implementation of Management Innovations by Zdravko Zekić, Mirjana Grčić Fabić, Luka Samaržija

“…The aim of implementation of new management concepts and methods is to increase efficiency and effectiveness of public services. …”
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Classical Versus Bayesian Error-Controlled Sampling Under Lognormal Distributions with Type II Censoring by Huasen Zhou, Wenhao Gui

“…The results demonstrate that Bayesian methods generally provide more robust designs under uncertain prior information, while classical methods exhibit greater sensitivity to parameter changes. …”
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FROM SOIL TO TABLE: EVALUATING CONVENTIONAL AND ECOLOGICAL CULTIVATION SYSTEMS IN SOUTH-WEST OLTENIA, ROMANIA by Cosmina SMEDESCU, Dragoș SMEDESCU, Alina MĂRCUȚĂ, Liviu MĂRCUȚĂ, Valentina Constanța TUDOR

“…The research was derived from a comprehensive questionnaire applied on 18 farms in the South-West Oltenia region: half of them employing ecological practices and the other half using conventional methods. Our primary focus was to determine the most economically viable agricultural system for the area. …”
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Assessing the Impact of Digital Tools on the Recruitment Process Using the Design Thinking Methodology by Danijela Magdalenić, Ljerka Luić

“…This study follows the DT framework, encompassing empathy, problem definition, and ideation, with a research sample including candidates, employees, and HR professionals. Methods such as desk research, interviews, diary methods, and P/C matrix diagonalization, supported by original metrics, assess the effectiveness of these approaches. …”
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A new objective titration procedure using Remotely Contactless Intelligent Sleep Monitoring System for the treatment of mandibular advancement device in OSAHS patient by Huijia Lei, Sixiang Zhu, Jing Yang, Youqing Lai, Zijing Wang

“…BackgroundThe key to treating Obstructive Sleep Apnea-Hypopnea Syndrome (OSAHS) by mandibular advancement device (MAD) lies in determining the optimal mandibular advancement, but current subjective titration methods are time-consuming and have poor compliance. …”
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Real Time Estimation of the Wind Speed Components Based on Measurement Data from Satellite Navigationand Barometric Measurements by Oleg N. Korsun, Moung Htang Om

“…By integrating these diverse sources of information, the proposed algorithm using parametric identification method achieves remarkable accuracy in determining the crucial parameters, i.e. wind speed components, necessary for flight operations. …”
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Real-Time Parameter Control for Trajectory Generation Using Reinforcement Learning With Zero-Shot Sim-to-Real Transfer by Chang-Hun Ji, Gyeonghun Lim, Youn-Hee Han, Sungtae Moon

“…Trajectory generation for UGVs requires a high level of precision, as various parameters determine the trajectory’s efficiency and safety. …”
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High-Resolution Mapping of Litter and Duff Fuel Loads Using Multispectral Data and Random Forest Modeling by Álvaro Agustín Chávez-Durán, Miguel Olvera-Vargas, Inmaculada Aguado, Blanca Lorena Figueroa-Rangel, Ramón Trucíos-Caciano, Ernesto Alonso Rubio-Camacho, Jaqueline Xelhuantzi-Carmona, Mariano García

“…The results revealed moderate determination coefficients between observed and predicted fuel loads with R² = 0.32, RMSE = 0.53 Mg/ha for litter and R² = 0.38, RMSE = 13.14 Mg/ha for duff fuel loads, both with significant <i>p</i>-values of 0.018 and 0.015 for litter and duff fuel loads, respectively. …”
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Groundwater resources for agricultural purposes in the Brazilian semi-arid region by Kenya G. Nunes, Raimundo N. T. Costa, Itabaraci N. Cavalcante, Rubens S. Gondim, Sílvio C. R. V. Lima, Luciano Mateos

“…A major challenge is finding appropriate methods or coefficients to evaluate the carrying capacity of the aquifer. …”
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Thermo-hydraulic performance analysis of multi-layer porous fin microchannels by Arash Emadi, Mohammad Mahdi Heyhat

“…This study investigates the thermal performance improvements of multi-layer porous fins compared to solid and single-layer porous fins. A simulation method is utilized to determine the effects of different porous properties and height ratios on thermo-hydraulic performance. …”
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Evolution and significance of banking distribution channels by Marcin Jóźwiak

“…The study will seek to answer the research question of what the evolution of distribution channels for banking products and services entails and what determines it. Methodology. In analysing the banking distribution channels, the method of review and critical, descriptive and comparative analysis of the literature and reports of the banking sector was used. …”
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A Contemporaneous Statistical Note on E-Commerce Adoption in Romania – Based SMEs by Gerard Cazaba, Dorel Mihai Paraschiv, Adrian Cantemir Călin, Oana Cristina Popovici

“…Using the online questionnaire survey method and the principal component analysis, we draw a comprehensive picture of Romanian SMEs with E-commerce activities, with reference to the determinants and barriers of E-commerce adoption, benefits emerged with the use of E-commerce and main problems in the E-commerce development. …”
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Small extracellular vesicles derived from mesenchymal stromal cells loaded with β-nicotinamide mononucleotide activate NAD+/SIRT3 signaling pathway-mediated mitochondrial autophagy... by Zixuan Sun, Jiali Li, Yuzhou Zheng, Jiaxin Zhang, Wenhuan Bai, Xinyi Deng, Zhijing Wu, XueZhong Xu, Wei Ding, Hui Qian, Yulin Tan

“…Based on this, we applied electroporation to construct NMN-loaded hucMSC-sEVs (NMN-sEVs) to improve their stability and efficacy and to enhance their potential for translational application in medical aesthetics and anti-aging. Methods D-galactose was applied to construct a mouse skin aging model, based on which comparative analyses of topical and nano-microneedle administration were performed to determine the optimal delivery method of sEVs in vivo experiments. …”
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Glutamine-αKG axis affects dentin regeneration and regulates osteo/odontogenic differentiation of mesenchymal adult stem cells via IGF2 m6A modification by Qinglu Tian, Shiqi Gao, Siying Li, Mian Wan, Xin Zhou, Wei Du, Xuedong Zhou, Liwei Zheng, Yachuan Zhou

“…In recent years, glutamine-α-ketoglutarate (αKG) axis was proved to be related to aging, tumorigenesis, osteogenesis etc., while its role in m-ASCs still lack adequate research evidence. Methods We employed metabolomic analysis to explore the change pattern of metabolites during dental-pulp-derived m-ASCs differentiation. …”
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