Transfer learning for linear regression with differential privacy by Yiming Hou, Yunquan Song, Zhijian Wang

“…This approach leverages prior knowledge to effectively constrain the model parameters, ensuring that the solution space remains reasonable throughout the transfer process. …”
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IMPROVING THE QUALITY OF WORK ON CULVERT UNDERPASS BOX STRUCTURES USING THE LEAN SIX SIGMA METHOD by Rian Darmawan, Budi Susetyo

“…From the research results, it was found that the most influential factor is ensuring that every incoming material meets the desired quality standards in the quality control variable. …”
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Enhancing plant disease detection through deep learning: a Depthwise CNN with squeeze and excitation integration and residual skip connections by Asadulla Y. Ashurov, Mehdhar S. A. M. Al-Gaashani, Nagwan A. Samee, Reem Alkanhel, Ghada Atteia, Hanaa A. Abdallah, Mohammed Saleh Ali Muthanna

“…The proposed model is trained on a comprehensive dataset encompassing various plant species and disease categories, ensuring robust performance and adaptability. By evaluating the model with online random images, demonstrate its significant adaptability and effectiveness in overcoming key challenges, such as achieving high accuracy and meeting the practical demands of agricultural applications. …”
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Enhancing the robustness of block ciphers through a graphical S-box evolution scheme for secure multimedia applications by Abdul Razaq, Muhammad Mahboob Ahsan, Hanan Alolaiyan, Musheer Ahmad, Qin Xin

“…Afterwards, a permutation group of large order enhances the robustness of the initial S-box, ensuring its resistance against various cryptanalytic attacks. …”
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Thermal analysis of onboard front-end AC/DC converter for EV using advanced semiconductor devices by Kanimozhi Gunasekaran, Ravi Samikannu

“…Thermal analysis of power converters is essential for predicting temperature distribution, managing heat dissipation, and ensuring the reliability and efficiency of electronic components. …”
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Study on the Mix of Slurry Membrane for Soil Conditioning of EPB Shield and Its Application Effect in Water-Rich Gravel Strata by Jinpeng Zhao, Zhongsheng Tan, Rongsen Yu, Aidong Jia, Chao Qu

“…The construction method of “water plugging with a slurry membrane” proposed in this study could powerfully combine the respective advantages of EPB shield and slurry balance shield, ensuring the safety, high quality, and high efficiency of tunnel construction.…”
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A cost-effective and sensitive TLC-densitometric identification of meloxicam by Parys Wioletta, Pyka-Pająk Alina, Dołowy Małgorzata

“…Additionally, the smallest LOD value of meloxicam ensured crystalline violet and gentian violet as visualization agents on silica gel 60F254 and neutral aluminum oxide 150F254 plates, resp. …”
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A Holistic Approach to the Efficient Estimation of Operational Flexibility From Distributed Resources by Nikolaos Savvopoulos, Nikos Hatziargyriou, Hannu Laaksonen

“…The proposed approach integrates the stochasticity of the flexibility resources using a scenario-based robust optimization and incorporates the intertemporal constraints of DER into the estimation process, ensuring a realistic representation of the flexibility capability over time. …”
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Accelerating biopharmaceutical cell line selection with label-free multimodal nonlinear optical microscopy and machine learning by Jindou Shi, Alexander Ho, Corey E. Snyder, Eric J. Chaney, Janet E. Sorrells, Aneesh Alex, Remben Talaban, Darold R. Spillman, Marina Marjanovic, Minh Doan, Gary Finka, Steve R. Hood, Stephen A. Boppart

“…This integrated optical bioimaging and machine learning approach presents a promising solution to expedite cell line selection process while ensuring identification of high-performing biopharmaceutical cell lines. …”
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Robust fault detection and classification in power transmission lines via ensemble machine learning models by Tahir Anwar, Chaoxu Mu, Muhammad Zain Yousaf, Wajid Khan, Saqib Khalid, Ahmad O. Hourani, Ievgen Zaitsev

“…This methodology provides significant advancements in fault detection capabilities, offering valuable insights for improving grid reliability and stability, and ensuring a more resilient power supply.…”
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BLU-e: Over-dimension and over-load for vehicle transport mitigation tool at ferry ports by Tampubolon Freddy, Sarjana Sri, Permatasari Meila, Putri Mori Ritonga Virginia

“…Tightening ODOL regulations ensures that vehicle loads are in accordance with ship capacity, reducing the risk of maritime accidents that can result in ship sinking and loss of life. …”
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Dislocation density-based simulation of pre-mixed jet effects on residual stress and cell size in 18CrNiMo7-6 alloy steel by MingHao Zhao, HaiYang Hou, FeiHu Ren, Chunsheng Lu, JianWei Zhang, BingBing Wang

“…A fully coupled stress integration algorithm ensures the numerical stability. The model is validated by experiments, with a maximum error of 2.6% in predicting residual stress. …”
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Preoperative halo-pelvic traction leading to near-complete airway obstruction in a child with severe thoracic lordosis and scoliosis: a case report by Ruoxi Wang, Jinqian Liang, Lulu Ma

“…Conclusions Airway obstruction is a rare but severe complication of halo-pelvic traction, emphasizing the importance of careful airway management and continuous monitoring in pediatric patients with spinal deformities. Ensuring thorough preoperative evaluations and being prepared for potential airway emergencies are crucial steps in optimizing patient outcomes during such complex orthopedic interventions.…”
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Design and Numerical Investigation on Octagonal Barge-Type FOWT with Counterweight Suspension System by Yung-Chun Sun, Ray-Yeng Yang

“…Key research results include optimizing the counterweight suspension system and ensuring compliance with Det Norske Veritas (DNV) regulations, covering Ultimate Limit States (ULSs), Accidental Limit States (ALS)s, Serviceability Limit States (SLSs), and Fatigue Limit States (FLSs). …”
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Nutrition in patients with traumatic brain injury: Nutrition in patients with TBI by Stojanović Milena, Janković Radmilo, Ranđelović Milica, Vasilijić Milena, Nikolić Aleksandar, Radeka Jovan

“…Administration of medical nutrition adjusted to the phase of trauma in the right time of medical treatment, as well as choosing the most adequate method of nutrition with appropriate formulas, can decrease neuro inflammation, immunodeficiency and metabolic crisis. …”
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Real-time simulation comparison of the impact of inertia on grid following and grid forming inverter IGBT lifetime by Sunjoh Christian Verbe, Keigo Higashiura, Md. Amit Hasan, Ryuto Shigenobu, Akiko Takahashi, Masakazu Ito, Hisao Taoka

“…These findings highlight the critical balance between maintaining grid stability and ensuring component longevity, offering valuable guidance for optimizing inertia settings in power systems.…”
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Evaluating the Influence of Taxation Levels on the Degree of Economic Freedom of Countries by Kateryna Moskvychova, Olena Korohodova, Tetiana Moiseienko, Natalya Chernenko, Yaroslava Hlushchenko

“…This research contributes to encouraging economic growth, fostering entrepreneurship and innovation, ensuring social justice, and improving the overall quality of life for the population. …”
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The Conceptual Integration of Quality Function Deployment and Value Engineering for Product Development: A Case Study of Water Dispenser by Rosnani Ginting, Rinaldi Silalahi, M. Alwi Marunduri

“…Nowadays, product development is crucial for ensuring the survival of products in the market. This article focuses on the redesign of water dispenser products based on consumer problems and desires. …”
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Predicting Flight Trajectory in Convective Weather through Boosted Spatiotemporal Deep Learning Ensemble by Xi Zhu, Ke Zhang, Zhuxi Zhang, Lifei Tan

“…Flight trajectory prediction is one of the key issues in ensuring the safety of air traffic, providing the air traffic controller with the foresight of flight conflicts so that control instructions for pilots can be preconceived. …”
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Economic Aspects of Slavery in the Triangular Trade in the Early Modern Period by Igor JOSIPOVIĆ, Marko VUJEVA

“…Since there was a labour shortage due to an increased volume of economic activities, colonial countries engaged in the triangular trade, which ensured cheap and large workforce – slaves. As a result, slaves from Africa were brought to plantations in the New World, the most sought-after products, such as sugar, cotton and indigo, came to Europe from colonies, while almost all products that were scarce in colonies were imported from Europe. …”
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