Generating Human-Interpretable Rules from Convolutional Neural Networks by Russel Pears, Ashwini Kumar Sharma

“…Unfortunately to reach this level of success, the models that CNNs use are essentially black box in nature, with little or no human-interpretable information on the decision-making process. This lack of transparency in decision making gave rise to concerns amongst some sectors of the user community such as healthcare, finance, justice, and defense, among others. …”
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The Role of Digitalization in Data-Driven Decision Making in Supply Chain Management by I. G. Kamenev, D. A. Porohovnik

“…However, new systems that provide for the processing, storage, and analysis of data, as well as the visualization of this information and the results of its analysis, make it possible to link strategic goal-setting, KPIs, and supply chain resilience management directly with data flows about functional business processes, creating a “digital twin” of the enterprise. …”
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DYNAMICS OF INSULIN-LIKE GROWTH FACTOR-1 (IGF-1) IN CHILDREN AFTER AB0-INCOMPATIBLE LIVER TRANSPLANTATION by O.P. Shevchenko, O.M. Tsirulnikova, I.E. Tsirulnikova, R.M. Kurabekova, G.A. Olefirenko, O.I. Stepanova, S.V. Gautier

“…The level of IGF-1 is a marker of the processes of cell proliferation and tissue regeneration. …”
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Identification and Analysis of Effective Factors on the Trend of the Iranian Banking Network to Implement Green Banking by W. Qelich

“…Integrating ethics and human and social values with environmental concerns in economic activities creates a new approach for sectors such as banking, manufacturing, industry, and insurance, reshaping their operations in response to these challenges. …”
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Chemical Profiles of Particulate Matter Emitted from Anthropogenic Sources in Selected Regions of China by Lixin Zheng, Di Wu, Xiu Chen, Yang Li, Anyuan Cheng, Jinrun Yi, Qing Li

“…Here, we present a dataset about chemical compositions of real-world PM emissions from typical anthropogenic sources in China, including industrial (power, industrial boiler, iron & steel, cement, and other industrial process), residential (coal/biomass burning, and cooking), and transportation sectors (on-road vehicle, ship, and non-exhaust emission). …”
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Method for producing fermentative granular sludge for enhanced bioprocess efficiency by Carla Flores-Rodriguez, Oscar Fernando Herrera Adarme, Gustavo Mockaitis

“…The present invention proposes a methodology that integrates microbial preconditioning for extreme environments, fermentable substrates to promote granulation, and electrical stimulation to accelerate the process. This strategy is readily applicable in standard reactors currently in use. …”
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Designing an overview Theory of Change for a multi-component support community for people affected by rare dementia by Mary Pat Sullivan, Paul M. Camic, Emma Harding, Joshua Stott, Gill Windle, Ian Davies-Abbott, Sebastian J. Crutch

“…Characteristic features include relationship, connection and continuity for people with lived experience, training and networking for professionals, and relational support with a commitment to ongoing learning for the rare dementia support team.ConclusionThe Theory of Change is positioned to flexibly support people affected by rare dementia, strengthen capacity within all sectors, improve service quality whilst maintaining a commitment to knowledge production and mobilization.…”
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All-Ceramic Fiber Fabry–Perot Cavity High-Temperature Pulsating Pressure Sensor Based on HTCC by Xiangcong Xu, Fei Wang, Guoqing Han, Huiyi Tang, Wanfeng Zhou, Xiaohua Lei, Xianming Liu

“…In the aerospace, energy and nuclear energy sectors, dynamic pressure measurement of power equipment and pressure vessels in high-temperature environments is critical for validating design, manufacturing processes and operational condition monitoring. …”
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Multidisciplinary Team Management of Hepatocellular Carcinoma in the MENA Region: Current Practices, Challenges, and Gaps by El-Kassas M, Khalifa R, AlNaamani KM, Shousha H, Yilmaz Y, Sanai FM, Almattooq M, Labidi A, Akroush MWI, Debzi N, Abdelmalek MO, Abdeen NS, Tumi A, Elbadry M, El Fouly A, Marwan E, Al Suwaidi J, Elzouki AN, Alswat KA

“…This study evaluates the structure, decision-making processes, and challenges faced by MDTs in HCC treatment centers across the MENA region.Patients and Methods: This cross-sectional, multicenter study surveyed representatives from 53 HCC treatment centers across 38 cities in 11 MENA countries. …”
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Impact of board characteristics and gender diversity on research and development spending in Jordan by Dua’a Shubita, Majd Munir Iskandrani, Hadeel Boshmaf, Hadeel Yaseen, Mohammad Fawzi Shubita

“…Consequently, organizations with a tendency toward sustaining innovation endeavors are encouraged to accord heightened consideration to fostering gender diversity during the board selection process. However, CEO duality reveals an insignificant influence on R&D expenditures. …”
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MULTINOMIAL LOGISTIC REGRESSION MODEL USING MAXIMUM LIKELIHOOD APPROACH AND BAYES METHOD ON INDONESIA'S ECONOMIC GROWTH PRE TO POST COVID-19 PANDEMIC by Arie Purwanto, Muhammad Aziz Suprayogi, Erwan Setiawan, Joao Ferreira Rendes Bean Loly, Gusti Arviana Rahman, Anang Kurnia

“…The selection of factors used in the iteration process is very determining in obtaining estimated parameter values. …”
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The Development of a Train-the-Trainer Approach in Reciprocal Reading Instruction in England’s Primary Schools by Maria Cockerill, Joanne O’Keeffe, Allen Thurston, Canan Ozkaya, Joanne Holland, Andy Taylor

“…The train-the-trainer approach developed used a workshop and cascade model recommended by both health and education sectors. Trainer and school staff perception feedback was collected during the development process, and independently designed standardised reading tests were used to explore children’s progress during the pilot. …”
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Devices and Methods for Impurities Control in Heavy Liquid Metal Heat Carriers by T. A. Bokova, A. G. Meluzov, N. S. Volkov, R. V. Sumin, M. D. Pogorelov, T. Zyryanova

“…These deposits complicate the process of equipment restoring during repair work. …”
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Business Models and Advanced Additive Manufacturing strategies for better sustainability by Fabrizia Devito, Giacomo Copani, Angelo Natalicchio, Abdul Hai Alami, Fulvio Lavecchia, Abdul-Ghani Olabi, Michele Dassisti

“…While AM is not positioned to entirely replace traditional manufacturing processes, organizations can leverage its integration with these processes to catalyze business model innovation. …”
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Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…In this report, the term ‘people with learning disabilities’ is used to refer to people in healthcare settings, that is NHS and independent sector, who have a primary diagnosis of a LD and may also have a diagnosis of autism and/or mental health problems. …”
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Co-culture of microalgae and bacteria for the production of bioactive compounds by Lucas Daniel Borges Lopes, Raquel Cavalcante Soares, Robério Mires de Freitas, Deborah Oliveira Amarante, Fátima Cristiane Teles de Carvalho, Kelma Maria dos Santos Pires Cavalcante, Oscarina Viana de Sousa, Francisca Gleire Rodrigues de Menezes

“…Environmental factors, such as pH, temperature, light intensity, and cell density, play a crucial role in the efficiency of this process, directly influencing the production of bioactives. …”
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Lean Management Framework in Healthcare: Insights and Achievements on Hazardous Medical Waste by Adela Dana Ciobanu, Alexandru Ozunu, Maria Tănase, Adrian Gligor, Cristina Veres

“…Lean management principles—such as process efficiency, waste minimization, and the promotion of recovery and reuse—emerge as complementary to circular economy goals. …”
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Thermodynamic and Kinetic Analysis of a CO₂ Hydrogenation Pilot Scale Reactor for Efficient Methanol Production by Antonis Peppas, Chrysa Politi, Konstantinos Charalampopoulos, Vasiliki Kontou, Sotirios Karellas

“…Decarbonization of hard-to-abate industrial sectors, namely the extractive industries, has become an imperative, and thus, processes such as carbon capture and utilization (CCU) have been explored thoroughly and seem to be a promising solution. …”
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Eco-innovation in action: valorizing vegetable waste into high-value ingredients for sustainable applications by Swetha Balakrishnan, Indu Rani Chandrasekaran, Ramalingam Jegadeesan, Kalaiyarasi Ramachandran, Ashok Kumar Govindasamy, Gurusamy Kandasamy

“…Circular economy concepts are inspiring the global community by creating new business opportunities that transform waste into wealth and energy. Processing industries generate significant quantities of vegetable waste (VW) in the form of peels, seeds, and pomace. …”
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Integracija toplotnih pumpi u postojeći energetski sistem u malim i srednjim preduzećima by Dubravka Živković, Davor Končalović, Vladimir Vukašinović, Mladen Josijević, Dušan Gordić

“…Industry processes are characterized by large amounts of energy losses dissipated as waste heat to the ambient. …”
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