On the Synergy of Optimizers and Activation Functions: A CNN Benchmarking Study by Khuraman Aziz Sayın, Necla Kırcalı Gürsoy, Türkay Yolcu, Arif Gürsoy

“…Additionally, two-way ANOVA was employed to validate the significance of differences across optimizer–activation combinations. This study aims to highlight the importance of jointly selecting optimizers and activation functions to enhance training dynamics and generalization in CNNs. …”
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The Relationship between Optimism and Mindfulness with Cognitive Performance in Older Adults by Sanaz Ghannadi, Morteza Tarkhan

“…Therefore, considering the aging population and the importance of cognitive functions during this sensitive age period, identifying factors affecting cognitive function to enhance their cognitive abilities deserves attention. The present study aimed to investigate the relationship between optimism and mindfulness with cognitive function in older adults.Methods: The present research employed a descriptive and correlational design. …”
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Advanced Deep Learning Algorithms for Energy Optimization of Smart Cities by Izabela Rojek, Dariusz Mikołajewski, Krzysztof Galas, Adrianna Piszcz

“…Advanced deep learning algorithms play a key role in optimizing energy usage in smart cities, leveraging massive datasets to increase efficiency and sustainability. …”
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Design optimization of pangolin inspired composites for enhanced energy absorption by Iman Karami Fath, Abbas Niknejad, Hadi Zare-Zardini

“…The Taguchi method set the optimal values for the parameter levels for the prediction of TAE of 11.2431 J and SAE of 2.3677 J/g, while the actual experimental result brought the percentage of error to 5.76% for TAE and 3.94% for SAE. …”
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Tuning and Comparison of Optimization Algorithms for the Next Best View Problematic by Everardo Shain-Ruvalcaba, Efrain Lopez-Damian

“…The aim of this paper is to tune and compare different optimization algorithms on the Next Best View (NBV) problem, which consists in finding the next position that the sensor or camera needs to take to scan an object or scenery in its totality. …”
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Optimizing chromosome dispersion quality: the key role of cell density by Chao-Xian Gao, Li-Mei Li, Yu-Ting Chen, Ying-Yan Guo, Bo-Xin Li, Xue-Qin Yang, Chang-Ye Hui

“…ObjectiveThis study aims to optimize metaphase dispersion in automated detection by quantitatively determining the optimal cell suspension density to enhance the accuracy and efficiency of chromosomal aberrations analysis.MethodsLymphocyte metaphase suspensions were prepared using an automated harvesting system and subjected to a concentration gradient of 104–107 cells/mL. …”
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Resurgence in focus: Covid-19 dynamics and optimal control frameworks by Evans O. Omorogie, Kolade M. Owolabi, Bola T. Olabode, Tunde T. Yusuf, Edson Pindza

“…The model was transformed into a problem of optimal control with time-dependent variables, aimed at managing efforts to prevent the spread of Covid-19. …”
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Optimization of Online Course Content According to Users Activity Statistics by V. A. Starodubtsev, О. В. Lobanenko, О. V. Sitnikova

“…The professional standard of education workers oblige educators not only to develop educational content discipline, but also apply ICT to manage student’s training activity. The aim of the research was to study the capacity of the standard user statistics tool in LMS MOODLE for course optimization on three parameters – content presentation, temporary course structure and quality of educational measurement tools. …”
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Cluster Optimization for Exponential, Right-Triangular, and Uniformly Distributed Data by Gabiriele Bulivou, Karuna G. Reddy, M. G. M. Khan

“…Cluster analysis aims to categorize data objects into cohesive groups based on their intrinsic characteristics, often modeled by probability distributions. …”
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OPTIMIZING THE AVIATION ELECTROMECHANICAL DRIVE-GENERATING AGGREGATE KINEMATICS CHOICE by S. V. Mishin

“…The article continues the aviation electro mechanics drive-generating aggregate structure research and aims to form the recommendations for getting the best possible combination of operating performance of such aggregate. …”
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The Role of the Principal's Academic Supervision in Optimizing the Implementation of the Independent Curriculum by Desy Eka Citra Dewi, Nurniswah, Nurhikmah, Elfahmi Lubis

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Scheduling Optimization of Sugarcane Harvest Using Simulated Annealing Algorithm by Eka Nur Afifah, Alamsyah Alamsyah, Endang Sugiharti

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Numerical–Experimental Analysis to Optimize the Geometry of a Prosthetic Abutment by Giovanni M. Grasso, Marco Bonfanti, Damiano Alizzio, Fabio Lo Savio

“…This paper aims to identify methods for optimizing the geometry of dental prosthesis preparation, through both an analytical study and a numerical investigation. …”
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Optimizing Healthcare Delivery: Strategies for Workforce Retention and Resource Allocation by Christina Stolarchuk, Anshu, Pratyush Kumar, Christos Lionis, Marilena Anastasaki, Margarida Gil Conde, Muna Chowdhury, Dewanto Andoko, Bikash Gauchan, Bernadette Awankem

“…Optimizing healthcare delivery in underserved regions requires a strategic alignment of workforce planning and resource allocation. …”
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Novel distance-fitness learning scheme for ameliorating metaheuristic optimization by Emre Çelik, Essam H. Houssein, Mahmoud Abdel-Salam, Diego Oliva, Ghanshyam G. Tejani, Nihat Öztürk, Sunil Kumar Sharma, Mohammed Baljon

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An Optimized Model for Identification of Cerebral Palsy Using Deep Learning by Md Anjar Ahsan, Hassan bin Mohammed, Abhilash Maroju, Nurhafizah Moziyana Mohd Yusop, Wan Su Emi Yusnita Wan Yusof, Najjah Salwa Abd Razak, Mohd Arif Dar

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An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level by Cristina Torres-Machí, Alondra Chamorro, Carlos Videla, Eugenio Pellicer, Víctor Yepes

“…Two traditional approaches (sequential and holistic) and four classes of optimization methods (selection based on ranking, mathematical optimization, near optimization, and other methods) have been applied to solve this problem. …”
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A Review of Battery Energy Storage Optimization in the Built Environment by Simone Coccato, Khadija Barhmi, Ioannis Lampropoulos, Sara Golroodbari, Wilfried van Sark

“…The findings underscore that advanced battery management systems and technological innovations are aimed at extending battery life and enhancing efficiency. …”
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Economic and environmental benefits of optimized waste transportation routes in Khulna by Ankon Baral, Islam M. Rafizul, Swadhin Das, Senta Berner

“…The lengths of current and optimal routes were used in COPERT to measure pollutant emissions. …”
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Optimizing individual iron deficiency prevention strategies in physiological pregnancy by V. A. Kramarskiy, Y. V. Trusov, N. I. Fayzullina, L. V. Khyshiktuev

“…Moreover, the selective administration of iron preparations, in contrast to the routine, makes it possible to avoid hemochromatosis, frequency of which in the general population makes from 0.5 to 13 %. The aim of the study was to optimize the individual strategy for the prevention of iron deficiency in physiological pregnancy. …”
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