Optimizing Class Imbalance in Facial Expression Recognition Using Dynamic Intra-Class Clustering by Qingdu Li, Keting Fu, Jian Liu, Yishan Li, Qinze Ren, Kang Xu, Junxiu Fu, Na Liu, Ye Yuan

“…Here, we propose a method based on dynamic intra-class clustering (DICC) to optimize the class imbalance problem in facial expression recognition tasks. …”
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A Novel Voronoi-Driven Optimization Approach for Point-Based Sensor Network Deployment by Saeid Doodman, Mir-Abolfazl Mostafavi, Raja Sengupta, Ali Afghantoloee

“…Sensor Networks (SNs) are gaining more attention in applications such as urban microclimate monitoring, which is a critical input for building energy simulation. …”
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Optimization of therapeutic drug monitoring of vancomycin in newborns using “Dried Blood Spot” method by V. I. Petrov, I. S. Anikeev, T. E. Zayachnikova, A. V. Strygin, D. V. Kurkin, Yu. S. Kazmina

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Incorporation of Mometasone Furoate into a Cyclodextrin Metal-Organic Framework to Optimize Nasal Administration by Jie Li, Yuhua Guo, Yan Liu, Qingfang Gao, Siwen Wang, Li Wu, Caifen Wang, Xiaohong Ren, Jiwen Zhang

“…Compared with nasal sprays, nasal powder sprays had less deposition in the nasal vestibule and more deposits in the middle and inferior nasal concha. …”
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Optimal frequency of platelet-rich plasma injections for managing osteoarthritis: A longitudinal study by Masahiko Kemmochi

“…Introduction: Recent reviews suggest that PRP injections can improve pain and function more effectively than other treatments; however, consensus on the optimal number of injections is lacking. …”
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Aminoacyl-tRNA synthetase urzymes optimized by deep learning behave as a quasispecies by Sourav Kumar Patra, Nicholas Randolph, Brian Kuhlman, Henry Dieckhaus, Laurie Betts, Jordan Douglas, Peter R. Wills, Charles W. Carter Jr.

“…Most tested variants are much more soluble than the original LeuAC. They also span a range of catalytic proficiency and amino acid specificity. …”
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Systemic antibiotic prophylaxis in arthroplasty – a narrative review of how many doses are optimal by Peter Wahl, Philip Drennan, Michel Schläppi, Yvonne Achermann, Michael Leunig, Emanuel Gautier, Emanuel Benninger

“…Systemic antibiotic prophylaxis (SAP) is well-established in arthroplasty to prevent periprosthetic joint infection. However, the optimal duration and dosing of SAP remain a matter of debate, as evidenced by ongoing discordance between recommendations and clinical practice, reflected in the heterogeneity and imprecision of national and societal guidelines. …”
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Enhancing computational efficiency in solving Knapsack problem: insights from algorithmic parallelization and optimization by Bashar Bin Usman, Okeyinka Aderemi Elisha, Ibrahim Abdullahi, Idris Rabiu, Adamu Isah, Abdulganiyyu Abdulrahman

“…<p>The Knapsack problem is a combinatorial optimization problem whose exact solution using exhaustive search method is impractical. …”
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Optimization of Truck Platoon Size in Freeway Diverging Areas Based on Comprehensive Performance Evaluation by Zhifa Yang, Zongyao Li, Zhuo Yu, Wencai Sun, Jingjing Tian

“…In three flow scenarios, truck platoon size of more than 5 trucks can achieve higher fuel economy. …”
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A Novel Multiobjective Optimization Approach for EV Charging and Vehicle-to-Grid Scheduling Strategy by Muhammad Aurangzeb, Yifei Wang, Sheeraz Iqbal, Md Shafiullah, Sultan Alghamdi, Zahid Ullah

“…In this study, we proposed a novel multiobjective optimization technique for electric vehicles’ (EVs) charging and vehicle-to-grid (V2G) scheduling. …”
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Optimizing Strategies in Patients Affected by Tumors Infiltrating the Skull: A Single Center Experience by Giuseppe Emmanuele Umana, Sruthi Ranganathan, Salvatore Marrone, Jessica Naimo, Matteo Giunta, Angelo Spitaleri, Marco Fricia, Gianluca Ferini, Gianluca Scalia

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Gradient-Based Optimization of All-Pass Filter Networks for Non-Invasive Electroanatomical Mapping by Erik Engelhardt, Johannes Hoffmann, Moritz Boueke, Lukas Elsner, Marius Leye, Norbert Frey, Gerhard Schmidt

“…Through systematic analysis of these networks&#x2019; fundamental properties and scaling behavior, we demonstrate successful gradient-based optimization of propagation velocities in networks of up to 50 filters and 2D arrangements of <inline-formula> <tex-math notation="LaTeX">$5\times 5$ </tex-math></inline-formula> voxels using magnetocardiographic measurements, while identifying critical scaling challenges in more complex geometries. …”
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Pedestrian Re-Recognition Algorithm Based on Optimization Deep Learning-Sequence Memory Model by Feng-Ping An

“…Based on the above explanation, this paper proposes a pedestrian re-recognition algorithm based on an optimized LSTM deep learning-sequence memory learning model. …”
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Selection of optimal endarterectomy technique in the left anterior descending artery for diffuse coronary atherosclerosis by S. A. Belash, K. O. Barbukhatti, S. S. Shevchenko, E. P. Yasakova, A. S. Nekrasov, V. A. Porkhanov

“…In both groups, the patient age was comparable (65 years [56; 69] vs 67 years [58; 72] (p=0,263)). There were more men (88,3% vs 81,4% (p=0,421). The mean follow-up period was 94 months [38; 180]. …”
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Design and Optimization of Intelligent High-Altitude Operation Safety System Based on Sensor Fusion by Bohan Liu, Tao Gong, Tianhua Lei, Yuxin Zhu, Yijun Huang, Kai Tang, Qingsong Zhou

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Optimization of Ultrasound-assisted Extraction of Phytoglycogen from Sweet Corn and Its Bioactivity Evaluation by Qiang CHEN, Lu WANG, Zhengrong XU, Jinchao LUO, Qianqian DENG, Yuting FANG, Conghu LI, Xu CHENG

“…The optimal extraction process of phytoglycogen (PG) from sweet corn by ultrasound-assisted method was studied, and the physicochemical properties and biological activities of PG were evaluated in this paper. …”
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OPTIMIZATION OF THE HEART RATE CONTROL IN ATRIAL FIBRILLATION BY MONITORING OF THE DIGOXIN CONCENTRATION IN ELDERLY PATIENTS by S. F. Zadvorev, A. A. Yakovlev, A. S. Pushkin, S. A. Rukavishnikova, A. E. Filippov, A. G. Obrezan

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OPTIMAL REGIMENS OF THE BASAL-BOLUS INSULIN THERAPY IN ADOLESCENTS WITH TYPE 1 DIABETES MELLITUS by G. A. Galkina, A. A. Voropay, M. A. Levkovich, S. V. Vorobiov, M. V. Komkova, N. V. Morozova

“…Patients in group 2 received more car-bohydrates with a meal intake and had higher doses of average total daily bolus insulin. …”
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METHOD FOR PLANNING THE OPTIMAL TRAJECTORY OF A THREE-LINK MANIPULATOR IN TRIDIMENSIONAL SPACE WITH AN OBSTACLE by V. O. Antonov, M. M. Gurchinsky, V. I. Petrenko, F. B. Tebueva

“…The aim of the study is to develop methods for planning the optimal trajectory of a three-link manipulator in a tridimensional space with an obstacle.Methods. …”
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Comparative Analysis and Optimal Selection of Calibration Functions in Pure Rotational Raman Lidar Technique by Yinghong Yu, Siying Chen, Wangshu Tan, Rongzheng Cao, Yixuan Xie, He Chen, Pan Guo, Jie Yu, Rui Hu, Haokai Yang, Xin Li

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