Personalizing Seizure Detection for Individual Patients by Optimal Selection of EEG Signals by Rosanna Ferrara, Martino Giaquinto, Gennaro Percannella, Leonardo Rundo, Alessia Saggese

“…This study introduces an innovative, lightweight deep learning system optimized for real-time seizure detection in personalized wearable devices. …”
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Optimizing concrete strength: How nanomaterials and AI redefine mix design by Dan Huang, Guangshuai Han, Ziyang Tang

“…Machine learning (ML) offers an opportunity to better understand the influence of input parameters and to accelerate the optimization of mix designs through data-driven insights. …”
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Comprehensive Review of Hybrid Energy Systems: Challenges, Applications, and Optimization Strategies by Aqib Khan, Mathieu Bressel, Arnaud Davigny, Dhaker Abbes, Belkacem Ould Bouamama

“…It also advocates for bridging the gap between theoretical advancements and real-world implementation to promote the development of more sustainable and reliable HESs.…”
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Recent advancements in stereolithography (SLA) and their optimization of process parameters for sustainable manufacturing by Asmaul Husna, Salahuddin Ashrafi, ANM Amanullah Tomal, Noshin Tasnim Tuli, Adib Bin Rashid

“…Most of the research has focused on current improvements, but there is a need for more attention to future work.…”
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EG-DPoS: Optimized DPoS Consensus Algorithm Based on Evolutionary Game by LIU Yong, DENG Xiaohong, LIU Lihui, SHI Yiran, ZHANG Li

“…Due to the voting incentive mechanism within EG-DPoS and the fixed voting time, along with the influence of evolutionary game strategies, nodes will exhibit more secure and efficient behavior as the system operates. …”
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Optimization of the fermentation process for fructosyltransferase production by Aspergillus niger FS054 by Yingzi Wu, Yuewen Zhang, Xiaoyu Zhong, Huiling Xia, Mingyang Zhou, Wenjin He, Yi Zheng

“…Abstract This study systematically optimized the fermentation process for fructosyltransferase (FTase) production by Aspergillus niger FS054, integrating traditional experimental designs with machine learning approaches. …”
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Neural-Driven heuristic for strip packing trained with Black-Box optimization by Mariusz Kaleta, Tomasz Śliwiński

“…Instead of relying on static heuristic rules, our approach adapts to the characteristics of each problem instance, enabling more efficient and effective packing strategies. …”
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Advanced strategies for the efficient optimization and control of industrial compressed air systems by D. Salomone-González

“…With real-time service data available from the compressor station for analysis, operators can determine ideal maintenance intervals, minimizing unexpected downtime. Additionally, by optimizing usage times, more compressors can remain off for longer periods, which will significantly reduce the costs of external services from the different brands of compressor suppliers. …”
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Optimizing urban transportation network reliability by analyzing road traffic accidents by Isaac Pemberthy, Eduard Gañan-Cardenas

“…Both models yielded efficient solutions using standard optimization solvers with minimal computational time. …”
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Enhancing corn yield prediction: Optimizing data quality or model complexity? by Yuting Zhou, Shengfang Ma, Huihui Zhang, Sathyanarayanan Aakur

“…These results underscore the importance of additional information or more complex models to enhance prediction accuracy alongside a trade-off between computational complexity and accuracy. …”
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Applying nutritional ecology to optimize diets of crickets raised for food and feed by Matthew J. Muzzatti, Sarah J. Harrison, Emily R. McColville, Caelyn T. Brittain, Hunter Brzezinski, Sujitha Manivannan, Cassandra C. Stabile, Heath A. MacMillan, Susan M. Bertram

“…When provided with a choice between diets, crickets selected a relatively balanced 1.05P : 1C diet throughout development, but males consumed 17% more protein than females. Our results represent a crucial first step towards determining the optimal standard feed formulation required to maximize cricket farming yield.…”
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Economic approach for optimal allocation of irrigation water in water-scarce region by Xueliang Zhang, Li Ren, Jianshi Zhao

“…Results showed that under the first-type KKT optimality conditions (i.e., assuming sufficient water resources), where the marginal benefit of the IRR-YLD functions equals zero, winter wheat production reached its maximum, yielding 4.4 × 10⁴ tons more than current levels, requiring approximately 33.23 × 10⁸ m³ of surface water. …”
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Data-driven power marketing strategy optimization and customer loyalty promotion by Bo Chen, Wei Cui

“…Additionally, the results underscore the model’s effectiveness in forecasting and optimizing marketing outcomes, offering a scalable solution for the evolving power sector. …”
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Liver and Nutrition. An Optimal Diet for Non-Alcoholic Fatty Liver Disease by M. V. Mayevskaya, V. T. Ivashkin

“…A balanced ratio of omega 3 and omega 6 in the diet is more important than the absolute amount of individual fatty acids. …”
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Designing for efficiency: an exploration of optimized joint configurations in tyne cultivator design by Elavarasan S, Manimaran G

“…Additionally, further optimizations through bush and pin size adjustments yielded promising results. …”
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Fractional order modelling and optimal control of dual active bridge converters by Zengbo Dong, Peng Yang, Qian Li, Mingxiao Zhang, Yujian Chang, Shuohe Wang

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Creation of Cellulolytic Communities of Soil Microorganisms—A Search for Optimal Approaches by Aleksei O. Zverev, Anastasiia K. Kimeklis, Olga V. Orlova, Tatiana O. Lisina, Arina A. Kichko, Alexandr G. Pinaev, Alla L. Lapidus, Evgeny V. Abakumov, Evgeny E. Andronov

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Dimensionality Reduction Optimization of High Subsonic Unmanned Aerial Vehicles Intake by Zeqi QI, Zheng GUO, Suqi CHEN, Ke YU

“…Among them, sensitivity analysis is suitable for dimensionality reduction with a clear optimization objective, while PCA is more suitable for dimensionality reduction in multi-objective optimization.…”
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Optimization of Kelulut Honey Addition on Organoleptic Quality of Pasteurized Goat Milk by Andi Nurmasytha, Ari Wibowo, Anastasya Dian Sulistyowati, Fauziyyah Divayanti, Amalina Nur Wahyuningtyas, Kirana Dara Dinanti Adiputra

“…Objective: This study aims to measure the optimization of kelulut honey addition on the organoleptic quality of pasteurized goat milk. …”
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An optimized ensemble model with advanced feature selection for network intrusion detection by Afaq Ahmed, Muhammad Asim, Irshad Ullah, Zainulabidin, Abdelhamied A. Ateya

“…The genetic algorithms based decision forest construction offers notable benefits by traversing a wider exploration space and mitigating the risk of becoming stuck in local optima, resulting in the discovery of more accurate and compact decision trees. Leveraging advanced feature selection techniques, including Best-First Search, Particle Swarm Optimization (PSO), Evolutionary Search, and Genetic Search (GS), along with contemporary dataset, this research aims to enhance the adaptability and resilience of NIDS against modern cyber threats. …”
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