PERFORMANCE REFINEMENT OF CONVOLUTIONAL NEURAL NETWORK ARCHITECTURES FOR SOLVING BIG DATA PROBLEMS by Saud Aljaloud

“…However, there are not many studies on assessing the performance traits of those implementations. In this study, these implementations were compared carefully across a wide range of parameter configurations, in addition to investigating potential performance bottlenecks, and identifying a number of areas that could use more fine-tuning. …”
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A Systematic Review of Microbial Engineering and Sustainable Feedstocks for Itaconic Acid Production by Bernadette-E. TELEKY, Dan C. VODNAR

“…To overcome these limitations, future research should emphasize the standardization of protocols and integration of holistic bioprocess designs, which are essential for transitioning IA production from research to industrial implementation.…”
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COMPENSATION FOR NON-MATERIAL DAMAGE AND ITS FINANCIAL IMPLICATIONS FOR THE INSURANCE INDUSTRY by Ондржей Павелек, Їтка Матейкова

“…The novelty of this approach lies in its interdisciplinary synthesis and the proposal of practical implementation tools for courts and insurers. The findings demonstrate the importance of integrating macroeconomic parameters into judicial decision-making to ensure fairness, reduce legal uncertainty, and mitigate systemic financial risks in the insurance sector. …”
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Coordinated Control Strategy-Based Energy Management of a Hybrid AC-DC Microgrid Using a Battery–Supercapacitor by Zineb Cabrane, Donghee Choi, Soo Hyoung Lee

“…This strategy was implemented with a new logic control based on Boolean analysis. …”
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Spectrum of liver affection in children with sickle cell disease: case series by Fatma S. E. Ebeid, Noura B. Farghal, Nihal H. Aly

“…Aim To present SCH characteristics and assess the effect of implementation of a high-suspicion systematic diagnostic approach and early intervention plan of management. …”
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Optimization of production layout, production process, and supply of materials to increase work productivity in Saramanta homemade by Ratih Setyaningrum, Firlinda Kirana Erthamevia, Sofi Dwi Febriana, Ananda Viona Islamay Setyanti

“…In previous studies, productivity optimization was only focused on layout planning, while this study discusses measuring supply chain performance to increase profits and product design to implementation of designed products. Therefore, researchers use the EFD, SLP, and SCOR methods to solve these problems. …”
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Nosocomial Infections Associated with Caesarean Section by Ohood Radhi, Alaq Hameed Ali, Kawther Alqaseer, Wijdan Dhaidan Shnain, Intisar Jameel Albandar

“…In order to the modes of transmission of infection. In addition to a way to prevent nosocomial infections in hospitals. …”
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Heterogeneity, transient, and persistent technical efficiency: implications for African agrifood systems by Lindikaya W. Myeki, Lindikaya W. Myeki, Nicolette Matthews, Yonas T. Bahta

“…Therefore, the results are crucial given the ongoing implementation of the Comprehensive Africa Agriculture Development Programme and Agenda 2063.…”
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Visualisation Design Ideation with AI: A New Framework, Vocabulary, and Tool by Aron E. Owen, Jonathan C. Roberts

“…The framework blends design elements and aesthetics with context and application. In addition, we present a vocabulary set of 300 words, underpinned from a corpus of visualisation design and art papers, along with a demonstration tool called VisAlchemy. …”
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The Impact of Good Corporate Governance and Financial Technology Innovation on Indonesian Bank Financial Performance by Fachrurrozie, Ahmad Nurkhin, Hasan Mukhibad, Abdul Rohman, Christian Wiradendi Wolor

“…Financial technology innovation can determine ROE significantly, even in a negative direction. In addition, the size of the bank can determine ROA and ROE significantly and positively. …”
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Do Employees Perform Creatively if Provided with Better Facilities from Organizations? Evidence from Pakistan by Fahad Javed Baig, Fasiha Nargis, Muhammad Umair Ashraf, Muhammad Rashid

“…Future studies can be conducted to assess the impact of these factors also. In addition, some psychological constructs may be included to enhance its area of application and know underlying reasons of divert behaviors. …”
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Internet Exchange Points IXPs: The Backbone of Efficient 5G Data Routing by Osman Diriye Hussein, Adam Muhudin

“…The main findings are that the performance is improved and latency decreased with direct peering and optimized resource allocation. Despite implementation challenges, such as significant upfront investment and integration with existing systems, the architecture offers a future-proof and scalable solution. …”
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The Efficacy of the Integrated Health Service Post Cadres Training in Noncommunicable Disease Prevention Among Older People in Southwest Papua by Elisabeth Samaran, Alva Cherry mustamu, Yoseph Mamo

“…The intervention comprised cadres training based on a structured module for the early detection and prevention of NCDs, followed by implementing the Integrated Health Service Post over six months. …”
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Long-term effects of institutional quality on financial inclusion in Asia–Pacific countries by Duc Hong Vo

“…We are especially interested in these long-term effects because institutional reforms require time for implementation and their impacts on various socioeconomic issues are only gradually observed. …”
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The use of contextual teaching and learning approach on students’ analytical exposition writing skills by Adzkiya Noor Ifadha Rahman, Maneerat Ekkayokkaya

“…The implementation of contextual teaching and learning approach has been widely used in English writing instruction in Indonesia. …”
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Impact of COBIT5 Framework Application in the Efficiency and Effectiveness of Information Technology. “An Applied Analytical study of a sample of Iraqi Private Shareholding Banks”... by Abdul Ridha S. AL-Basri, Adnan Mohammmed

“…The most important recommendations of the research, was the need for bank management attention in the implementation of the framework (COBIT5) properly and identify areas of the framework (COBIT5) that need to be improved in line with the strategic objectives of the bank. …”
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Self-healing of concrete incorporating seashells as partial cement replacement by Abbas Ali, Abdalla Khalid, Sigdel Anish

“…The current experimental study aims to evaluate the effectiveness of a bacteria-based self-healing admixture in low-carbon concrete to minimise maintenance demands on concrete structures. The implementation of such innovative technologies has the potential to enhance structural durability, reduce the frequency and extent of repairs, lower the consumption of additional repair materials, and consequently decrease the embodied carbon associated with maintenance activities. …”
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Key Intelligent Pesticide Prescription Spraying Technologies for the Control of Pests, Diseases, and Weeds: A Review by Kaiqiang Ye, Gang Hu, Zijie Tong, Youlin Xu, Jiaqiang Zheng

“…In addition, this study discusses the future development prospectives of IPPS technologies, including multifunctional target information acquisition systems, decision-support systems based on generative AI, and the development of precision intelligent sprayers. …”
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Classification of Diabetic Retinopathy Based on Efficient Computational Modeling by Jiao Xue, Jianyu Wu, Yingxu Bian, Shiyan Zhang, Qinsheng Du

“…Finally, different weights are assigned to each channel through the incentive part. In addition to this, this paper further improves the implementation details and architectural design by introducing a novel attention mechanism implemented based on the local windowing method, which aims to optimize the model’s ability in processing long sequence data to enhance the performance of VMamba-m and improve its inference speed. …”
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A Human-Centered Design Approach in Developing the “Jejak Cilik” Parenting App Prototype by M. Azman Maricar, Affan Irfan Fauziawan, Ni Luh Made Vinaya Medhiatika, Ni Luh Putu Shinta Juliantari, I Made Dwipa Aditya Putra, Komang Lazuardi Edo Karang

“…The prototype was evaluated using heuristic evaluation with severity ratings to identify interface and user experience (UI/UX) issues. In addition, completion and duration metrics were assessed to evaluate the success rate and time required to complete assigned tasks. …”
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