Sharing is CAIRing: Characterizing principles and assessing properties of universal privacy evaluation for synthetic tabular data by Tobias Hyrup, Anton Danholt Lautrup, Arthur Zimek, Peter Schneider-Kamp

“…Synthetic tabular data provide a promising solution to address data sharing difficulties but does not inherently guarantee privacy. …”
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Classification Prediction of Jujube Variety Based on Hyperspectral Imaging: A Comparative Study of Intelligent Optimization Algorithms by Quancheng Liu, Jun Zhou, Zhaoyi Wu, Didi Ma, Yuxuan Ma, Shuxiang Fan, Lei Yan

“…Among the algorithms, GWO demonstrated the best global search ability and generalization performance, effectively enhancing classification accuracy. …”
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A Self-Learning Hyper-Heuristic Algorithm Based on a Genetic Algorithm: A Case Study on Prefabricated Modular Cabin Unit Logistics Scheduling in a Cruise Ship Manufacturer by Jinghua Li, Ruipu Dong, Xiaoyuan Wu, Wenhao Huang, Pengfei Lin

“…LLHs utilize classic scheduling rules as solution support. Multiple sets of numerical experiments demonstrate that the GA-SLHH exhibits a stronger comprehensive optimization ability and stability when solving this problem. …”
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Application of Microbial Technology for Enhancing Carbon Dioxide Geosequestration in Shallow Seabed Caprock by Liang Xiong, Lieyu Tian, Xiaolian Zhang, Yang Lv, Huiyin Zhang

“…Carbon dioxide geological sequestration (CCS) is an effective solution, including the use of shallow seabed hydrate reservoirs as a geological sink. …”
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A biomechatronic system for the real- time monitoring and modulation of eating behavior: applications in precision health management by Magomed Magomedov, Sadaf Khan, Ali Magomedov, Fariya Fatima, Ammar Mehdi Raza, Sidrah Parvez, Aminat Magomedova, Ghizal Fatima

“…Monitoring eating behaviour is increasingly important in reducing morbidity and mortality from non-communicable diseases one of the risk factors for NCDs, such as cardiovascular diseases is a decrease in the ability to chew as people age. Research shows that increasing the quantity of chews during meals reduces food intake, promotes satiety, and maintains euglycemia. …”
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A comprehensive review of production and characterization of biochar for removal of organic pollutants from water and wastewater by Deepraj Sarkar, Tanushka Florence Panicker, Ranjeet Kumar Mishra, M. Srinivas Kini

“…It may also be recycled because of its exceptional therapeutic effectiveness and resource recovery capabilities. The ability of biochar to absorb major contaminants makes it a suitable treatment solution for wastewater. …”
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Majority clustering for imbalanced image classification by Keshav Sharma, Jyoti Arora, Pooja Kherwa, Zainab Alansari

“…The effectiveness of the proposed model is evaluated on various benchmark datasets, demonstrating their ability to improve the predictive performance of the proposed MCIIC on imbalanced image datasets. …”
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RESEARCH ON THE EFFICIENCY OF PROCESSING PARALLEL REQUESTS BY AMAZON WEB SERVICES USING CONTAINERS by Oleg Sigunov, Lidiia Demkiv

“…The obtained results may be useful for developers and cloud solution architects working with real-time systems requiring high performance, flexibility, and reliability. …”
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High-Performance Multi-Object Tracking for Autonomous Driving in Urban Scenarios With Heterogeneous Embedded Boards by Alessio Medaglini, Biagio Peccerillo, Sandro Bartolini

“…Common stages of Autonomous Driving systems are the identification of objects in the scene (Object Detection), and the ability to predict the evolution of the tracked objects’ states – usually, positions and velocities (Multi-Object Tracking). …”
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Predicting tilling and seeding operation times in grain production: A comparison of machine learning and mechanistic models by Luca Scheurer, Tobias Zimpel, Joerg Leukel

“…While machine learning (ML) is being adopted more widely in operations management, little is known about its ability to predict tilling and seeding operation times. …”
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Cluster channel equalization using adaptive sensing and reinforcement learning for UAV communication by Xin Liu, Shanghong Zhao, Yanxia Liang, Shahid Karim

“…Simulation results demonstrate that the U-FRQL-EA algorithm effectively reduces the system’s bit error rate, enhances communication quality, and optimizes network resource utilization, offering a novel solution for improving the performance of uncrewed aerial vehicle communication systems.…”
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Nanoparticle tools for maximizing oral drug delivery by D.M. Cahyani, A.S. Mubarok, B.S. Hariawan, I. Amalina, P. Drake, T. Parumasivam, R.K. Sahu, M.A.S. Rijal, R. Sari, A. Miatmoko

“…Solubility determines the amount of drug that can be dissolved in solution, whereas permeability is the ability to permeate across biological membranes, determining therapeutic efficacy and safety. …”
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Investigating the Capability of Dandelion Greens to Remediate Soils Contaminated with Cadmium by Zokirov Kurbonalijon Gaybullo Ugli, Annigere S Prakash, Sarah Salah Jalal, Dahlia N. Al-Saidi, Zahraa F. Hassan

“…The results indicated that Dandelion greens have a remarkable ability to absorb cadmium from contaminated soils. …”
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THE SIGNIFICANCE OF NUTRITION-RELATED APPS FOR THE YOUNGER GENERATION IN JOHANNESBURG, SOUTH AFRICA by Hema Kesa, Gifty Koufie, Alex Tchuenchieu

“…While nutrition-related apps have been considered a promising solution to address these issues, their impact is not yet evident given their limited adoption and the persistently high prevalence of these diseases. …”
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ThermOptCobra: Thermodynamically optimal construction and analysis of metabolic networks for reliable phenotype predictions by Pavan Kumar S, Nirav Pravinbhai Bhatt

“…However, the presence of thermodynamically infeasible cycles (TICs) limits their predictive ability. We present ThermOptCOBRA, a comprehensive solution consisting of four algorithms for optimal model construction and analysis that integrate thermodynamic constraints to address TICs. …”
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Practical design of variable fractional-order capacitors with a single tuning feature using field effect transistors and variable capacitance diodes by Roman Sotner, Chloe Black, Jan Jerabek, Todd Freeborn, Simon Colburn, Marek Svoboda

“…Fractional-order capacitors with electronically adjustable pseudocapacitance are especially useful for designing tunable filters and oscillators. The ability to adjust pseudocapacitance electronically and continuously is a major improvement over traditional passive solutions. …”
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Implementation of SOLO taxonomy and Newman error analysis in first-order differential equation by Yarman Yarman, Dewi Murni, Fridgo Tasman

“…Some of the causes of these errors include students' low ability to read mathematical symbols, students' inaccuracy, not being able to use algorithms correctly, not mastering the concepts of algebra, differential, and integral, as well as not understanding in determining the systematic solution of the problem and not being accustomed to writing the final answer. …”
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In Vitro Antioxidant Properties of Mitratonic Remedy in Tea Form and In Vivo Protection Against Methanol-Induced Oxidative Stress in Wistar Rats by Acharaporn Issuriya, Sineenart Sanpinit, Surasak Limsuwan, Jo Aan Goon, Palika Wetchakul

“…In vivo findings revealed its ability to reduce MDA levels while enhancing key antioxidant enzymes, suggesting its effectiveness in mitigating oxidative stress. …”
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Nanosuspension Innovations: Expanding Horizons in Drug Delivery Techniques by Shery Jacob, Fathima Sheik Kather, Sai H. S. Boddu, Mahesh Attimarad, Anroop B. Nair

“…Nanosuspensions (NS), with their submicron particle sizes and unique physicochemical properties, provide a versatile solution for enhancing the administration of medications that are not highly soluble in water or lipids. …”
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Distinct structural features of the peroxide response regulator from group A Streptococcus drive DNA binding. by Chang Sheng-Huei Lin, Shi-Yu Chao, Michal Hammel, Jay C Nix, Hsiao-Ling Tseng, Chih-Cheng Tsou, Chun-Hsien Fei, Huo-Sheng Chiou, U-Ser Jeng, Yee-Shin Lin, Woei-Jer Chuang, Jiunn-Jong Wu, Shuying Wang

“…GAS does not produce catalase, but has an ability to resist killing by reactive oxygen species (ROS) through novel mechanisms. …”
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