THE PROPOSAL MODEL OF RATIONAL WORKFORCE ASSIGNMENT IN DOKUZ EYLUL UNIVERSITY BY ANALYTIC HIERARCHY PROCESS BASED 0-1 INTEGER PROGRAMMING by Yılmaz GÖKŞEN, Hakan AŞAN, Onur DOĞAN, Mustafa ÜNLÜ, Osman PALA

“…Competition is intense both in private and public sectors. Workforce can be said to be the main source enriching the organization and making it complex. …”
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Over-expression of either MECP2_e1 or MECP2_e2 in neuronally differentiated cells results in different patterns of gene expression. by Marija Orlic-Milacic, Liana Kaufman, Anna Mikhailov, Aaron Y L Cheung, Huda Mahmood, James Ellis, Peter J Gianakopoulos, Berge A Minassian, John B Vincent

“…The human neuroblastoma cell line SK-N-SH was stably infected by lentiviral vectors over-expressing MECP2_e1, MECP2_e2, or eGFP, and were then differentiated into neurons. …”
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A Framework for Rapidly Prototyping Data Mining Pipelines by Flavio Corradini, Luca Mozzoni, Marco Piangerelli, Barbara Re, Lorenzo Rossi

“…With the advent of Big Data, data mining techniques have become crucial for improving decision-making across diverse sectors, yet their employment demands significant resources and time. …”
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Development of a Web Application for Historical Building Management through BIM Technology by F. Rodrigues, J. Teixeira, R. Matos, H. Rodrigues

“…But in order to test the developed system (its applicability and functionality), it was in an early phase, applied to a pilot project with the significant heritage value. …”
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Identification of a terpene synthase arsenal using long-read sequencing and genome assembly of Aspergillus wentii by Richard Olumakaiye, Christophe Corre, Fabrizio Alberti

“…Abstract Background Fungi are talented producers of secondary metabolites with applications in the pharmaceutical and agrochemical sectors. Aspergillus wentii CBS 141173 has gathered research interest due to its ability to produce high-value norditerpenoid compounds, including anticancer molecules. …”
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DeepAT: A Deep Learning Wheat Phenotype Prediction Model Based on Genotype Data by Jiale Li, Zikang He, Guomin Zhou, Shen Yan, Jianhua Zhang

“…This method can predict wheat yield based on genotype data and has innovations in the following four aspects: (1) The data feature extraction layer of DeepAT can extract representative feature vectors from high-dimensional SNP data. By introducing the ReLU activation function, it enhances the model’s ability to express nonlinear features and accelerates the model’s convergence speed; (2) DeepAT can handle high-dimensional and complex genotype data while retaining as much useful information as possible; (3) The feature relationship capture layer of DeepAT effectively captures the complex relationships between features from low-dimensional features through a self-attention mechanism; (4) Compared to traditional RNN structures, the model training process is more efficient and stable. …”
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Promoting Yield and Oyster Mushroom Cycle Production by Using Date Kernel and Wheat Straw Mixture as a Cultivation Substrate by Ghada Lamraoui, Choukri Tefiani, Asma Maouedj, Abdelmalek Chaalel, Nerdjes Spiga, Diego Cunha Zied, Salim Rouar, Kab-Yeul Jang, Fehmi Boufahja, Walid Elfalleh, Hamdi Bendif

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Modeling and optimization of renewable hydrogen systems: A systematic methodological review and machine learning integration by M.D. Mukelabai, E.R. Barbour, R.E. Blanchard

“…The practicability of socio-economic objective functions is also assessed, proposing that the more comprehensive Levelized Value Addition (LVA) is best suited for inclusion into models. …”
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Efficient Fourier base fitting on masked or incomplete structured data by Fariba Karimi, Fariba Karimi, Esra Neufeld, Arya Fallahi, Arya Fallahi, Vartan Kurtcuoglu, Niels Kuster, Niels Kuster

“…., term rearrangement, precomputation of recurring functions, vectorization) on computational complexity and speed. …”
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Dynamic Properties and Vibration Control of Additively Manufactured Carbon and Glass Fiber Reinforced Polymer Composites Using MFC: A Numerical Study with Experimental Validation by Ali Raza, Magdalena Mieloszyk, Rūta Rimašauskienė, Vytautas Jūrėnas, Nabeel Maqsood, Marius Rimašauskas, Tomas Kuncius

“…Following this, a numerical amplitude frequency response (AFR) analysis was conducted to observe vibration amplitude variations as a function of frequency. The AFR numerical results demonstrated consistent trends with the experimental results despite differences between the absolute values of both scenarios. …”
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Research on anti-occlusion tracking method for underground mine personnel based on adaptive link optimization by LU Yang, DONG Lihong, YE Ou

“…After compression and fusion processing of the trajectory pair input vectors, a trajectory similarity score was output by the multilayer perceptron. …”
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FEATURES OF REGULATION OF ERYTHROPOIESIS IN PATIENTS WITH CHRONIC KIDNEY DISEASE STAGE 5D by E. S. Lapina, M. M. Batjushin, R. A. Belovolova, I. V. Sarvilina, V. N. Poganeva

“…When comparing the levels of interleukin-3 and erythropoietin dose differing vectors of these parameters in patients with anemia of varying severity were indicated. …”
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The smart village concept from 1.0 to 4.0 in the context of ICT entrepreneurship development in the Polish villages by Hanna Godlewska-Majkowska, Agnieszka Komor, Patrycjusz Zarębski

“…We analysed the enterprise structure in municipalities characterised by a high share of ICT enterprises according to the type of municipality (functional urban, border, and other). We used the network analysis method to identify ICT enterprises’ links with other economy sectors. …”
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Chemical Profile Analysis of <i>Prosopis laevigata</i> Extracts and Their Topical Anti-Inflammatory and Antibacterial Activities by Manasés González-Cortazar, David Osvaldo Salinas-Sánchez, Maribel Herrera-Ruiz, Paulina Hernández-Hernández, Alejandro Zamilpa, Enrique Jiménez-Ferrer, Beatriz E. Utrera-Hernández, Ma. Dolores Pérez-García, Ana S. Gutiérrez-Roman, Ever A. Ble-González

“…There are two major global morbidity and mortality problems in the health sector: inflammation, which is the physiological process that, in acute and chronic conditions, gradually causes the loss of the body’s functionality, leading to severe damage to health; and microbial diseases, which are caused by pathogenic microorganisms such as bacteria. …”
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Evaluation of the thermomechanical properties of novel epoxy composites reinforced with Geonoma baculifera fibers by Belayne Zanini Marchi, Pedro Henrique Poubel Mendonça da Silveira, Wendell Bruno Almeida Bezerra, Marcelo Henrique Prado da Silva, Sergio Neves Monteiro, André Ben-Hur da Silva Figueiredo

“…Additionally, their functional characteristics, such as simplicity in the manufacturing process, low cost, and excellent strength-to-weight ratio, make these composites particularly suitable for applications in sectors such as the automotive industry, construction panels, and packaging. …”
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Enhancing epidemic preparedness: a data-driven system for managing respiratory infections by Moslem Sarani, Katayoun Jahangiri, Manoochehr Karami, Mohammadreza Honarvar

“…By incorporating data from diverse health sectors, the system offers decision-makers access to critical epidemiological indicators, supporting early outbreak detection and improved epidemic management. …”
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Greenhouse gas emissions in the agricultural phase of wine production in the Maremma rural district in Tuscany, Italy by Simona Bosco, Claudia Di Bene, Mariassunta Galli, Damiano Remorini, Rossano Massai, Enrico Bonari

“…This approach was largely used in many industrial sectors and was also recently applied to quantify the environmental impact of the agri-food chain. …”
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Digital twins in logistics: a comprehensive bibliometric analysis for advancing smart cities and sustainable development by Andrii Galkin, Ganna Samchuk, Denys Kopytkov, Russell G. Thompson

“…Third, unlike previous reviews, it systematically connects the functions and impacts of DTs to specific SDGs, thereby bridging a critical gap between technological innovation and sustainability governance. …”
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Valorization of Food Waste: Extracting Bioactive Compounds for Sustainable Health and Environmental Solutions by Nikša Bekavac, Korina Krog, Ana Stanić, Dunja Šamec, Anita Šalić, Maja Benković, Tamara Jurina, Jasenka Gajdoš Kljusurić, Davor Valinger, Ana Jurinjak Tušek

“…Utilizing food-derived polysaccharides as functional ingredients in the food, pharmaceutical, and cosmetics industries represents an environmentally friendly alternative to synthetic additives and is in line with global sustainability goals. …”
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Resilience testing in action – piloting the health system resilience testing tool with a pandemic scenario in Finland by Liina-Kaisa Tynkkynen, Soila Karreinen, Markku Satokangas, Marjaana Viita-aho, Ilmo Keskimäki, Julia Zimmermann, Philip Haywood, Jonathan Cylus, Marina Karanikolos

“…The identified weaknesses in the Finnish health system included: a lack of clarity of the process and value-basis of decision-making; sustaining trust towards and between authorities; multi-sectoral collaboration; safeguarding the health workforce; and developing a comprehensive knowledge base. …”
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