Federated Learning and EEL-Levy Optimization in CPS ShieldNet Fusion: A New Paradigm for Cyber–Physical Security by Nalini Manogaran, Yamini Bhavani Shankar, Malarvizhi Nandagopal, Hui-Kai Su, Wen-Kai Kuo, Sanmugasundaram Ravichandran, Koteeswaran Seerangan

“…This involves the incorporation of the Federated Residual Convolutional Network into an optimization method called EEL-Levy Fusion Optimization. …”
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Robust Portfolio Optimization under Interval-valued Conditional Value-at-Risk (CVaR) Criterion in the Tehran Stock Exchange by Alireza Hamidieh, Meysam Kaviani, Bahareh Akhgari Akhgari

“…To address such challenging uncertainties in this study, a stable stochastic optimization approach was presented based on the range of optimal solutions produced by the proposed model to determine different operational options. …”
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MILP Modeling and Optimization of Multi-Objective Three-Stage Flexible Job Shop Scheduling Problem With Assembly and AGV Transportation by Shiming Yang, Leilei Meng, Saif Ullah, Biao Zhang, Hongyan Sang, Peng Duan

“…To solve this problem, a mixed-integer linear programming model (MILP) is developed and the optimal Pareto front for small-scale instances are solved by using the <inline-formula> <tex-math notation="LaTeX">$\varepsilon $ </tex-math></inline-formula>-method. …”
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Improved chaotic fruit fly optimization with elman neural network based data-driven approach on product reviews classification by Mohammed Alghamdi, Najla I. Al-shathry, Yahia Said, Hasan Beyari, Shaymaa Sorour, Khalid Nazim Abdul Sattar, Fouad Shoie Alallah, Abdulrhman Alshareef

“…This article focuses on designing and developing Enhanced NLP with Data-driven Product Reviews Classification using the improved chaotic fruit fly optimization (ENLPPR-ICFFO) method. The major goal of the ENLPPR-ICFFO method is to detect and classify the sentiments existing in product ratings. …”
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Optimization of Rosa roxburghii Tratt pomace fermentation process and the effects of mono- and mixed culture fermentation on its chemical composition by Xinxin Yi, Xinxin Yi, Shuo Zhang, Shuo Zhang, Duo Meng, Duo Meng, Jian Zhang, Jian Zhang, Chencen Lai, Chencen Lai, Min Zhang, Min Zhang, Xiaodong Sun, Xiaodong Sun, Haoxiang Yu, Pengjiao Wang, Pengjiao Wang, Xiuli Gao, Xiuli Gao, Xiuli Gao

“…Fermentation with different strains led to an increase in the ABTS radical scavenging capacity, DPPH radical scavenging capacity, and total antioxidant capacity (T-AOC) of RRTP.ConclusionThe HPLC-ESI-Q-Exactive Plus Orbitrap-MS method identified 20 compounds before fermentation and 34 compounds after optimized fermentation with mixed bacteria. …”
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Optimizing bone transport strategies: a pixel value ratio-based evaluation of regeneration rates in bifocal and trifocal techniques by Xin Yang, Xin Yang, Yimurang Hamiti, Yimurang Hamiti, Kai Liu, Kai Liu, Sulong Wang, Sulong Wang, Xiriaili Kadier, Xiriaili Kadier, Debin Xiong, Debin Xiong, Aihemaitijiang Yusufu, Aihemaitijiang Yusufu

“…BackgroundBone transport techniques are crucial for managing large bone defects, but the optimal approach for different defect lengths remains unclear. …”
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Psychological dysfunctions in women with bronchial asthma by Natalia G. Astafieva, Denis Yu. Kobzev, Galina N. Strilets, Inna V. Gamova, Irina A. Perfilova, Ekaterina N. Udovichenko

“…Assessment of psychological health of women with different levels of asthma control.Materials and methods. …”
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Multi-Objective Optimization of Milling Ti-6Al-4V Alloy for Improved Surface Integrity and Sustainability Performance by Djordje Cica, Sasa Tesic, Milisav Markovic, Branislav Sredanovic, Stevo Borojevic, Milan Zeljkovic, Davorin Kramar, Franci Pušavec

“…It was found that cryogenic cooling outperformed the MQL method in terms of both machining performance and environmental impact. …”
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An Optimization-Based Robust Dynamic State Estimation for Power Systems with Synchronized Phasor Measurement Units, Involving Disturbance Rejection by Vahid Hakimian, Hossein Seifi

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Day-Ahead Real-Time Optimal Scheduling Approach for Customer Directrix Load-Based Demand Response of Heavy-Duty Truck Battery Swapping Stations by LIU Zhanpeng, FAN Shuai, CAI Siye, SUN Ying, HUANG Renke, HE Guangyu

“…Second， a day-ahead optimization model is proposed for the participation of HTBSSs in CDL-based demand response based on the constructed model， and a real-time rolling optimization method is presented to deal with the uncertainty of the swapping demand. …”
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Optimizing Transcutaneous Spinal Cord Stimulation: An Exploratory Study on the Role of Electrode Montages and Stimulation Intensity on Reflex Pathway Modulation by Shirin Madarshahian, Michael Trakhtorchuck, Tatiana Guerrero-David, Kristin Gustafson, James S. Harrop, Caio M. Matias, M. J. Mulcahey, Alessandro Napoli, Alexander Vaccaro, Mijail Serruya

“…This study aimed to investigate the effects of different tSCS electrode placement montages and targeted spinal levels on neurophysiological responses such as spinally evoked motor responses (sEMRs), dorsal root reflex activation, and muscle recruitment in individuals with SCI and healthy controls to optimize stimulation strategies for motor recovery. …”
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Optimizing Input Feature Sets Using Catch-22 and Personalization for an Accurate and Reliable Estimation of Continuous, Cuffless Blood Pressure by Rajesh S. Kasbekar, Srinivasan Radhakrishnan, Songbai Ji, Anita Goel, Edward A. Clancy

“…Levene’s test for variance found that the personalization method significantly outperformed (<i>p</i> < 0.05) the calibration-free method, but there was no difference between three machine learning methods. …”
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Temporal trends and relevant factors of hypertension in China: a cross-sectional study based on national surveys from 2002 to 2019 by Xiaoling Zhang, Jinhui Wu

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Optimization of Rockburst Grade Prediction Model Based on Multidimensional Feature Selection: Integrated Learning and Index System Correlation Analysis by Jiayang Chen, Xuebin Xie

“…This study proposes an optimization method based on multidimensional feature selection and integrated learning that systematically evaluates the impact of different indicator dimensions by constructing an indicator–indicator system and an indicator–rockburst hierarchy using a combination of seven-, six-, five-, four-, and three-dimensional indicators in conjunction with six machine-learning models, such as XGBoost, LightGBM, and CatBoost. …”
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Role of ternary hybrid nanoparticle and EMHD on boundary layer flow with stretching-shrinking plate: Optimization analyses using RMS by Ibrahim Mahariq, Rania Saadeh, Farhan Lafta Rashid, Ahmad Qazza, Hamiden Abd El-Wahed Khalifa, Mohamed Kezzar, Haifa Alqahtani, Mohamed Rafik Sari

“…The findings are the optimization the role of THNP in both the local Nusselt number (Nu) and Skin friction coefficient (Cf) impacted by the pertinent dimensionless characteristics for the considered flow case using RMS method. …”
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Microbial succession in representative fermented sausages: driving flavor development and variations across Eastern and Western products by Wanying Song, Wenpeng Zhao, Mohan Li, Xiqing Yue

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The Optimization Path of VR Red Resource Reading Style under the Embodied Cognition: An Exploratory Study Based on Grounded Theory by Jia XU

“…The interaction of these three main categories forms a dynamic feedback loop, ensuring that the VR red resource reading system can be continuously optimized with the development of technology and changes in user needs, and promoting the continuous innovation and optimization of VR red resource reading methods. …”
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Optimize Illumination Parameter of Low-Level Laser Therapy for Hemorrhagic Stroke by Monte Carlo Simulation on Visible Human Dataset by Ting Li, Pengbo Wang, Lina Qiu, Xiang Fang, Yu Shang

“…In this paper, we employed a precise voxelized three-dimensional Monte Carlo method (MCVM) to simulate photon propagation within Visible Chinese human (VCH) head at different level of stroke with varied parameters of beams. …”
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Customer Clustering and Marketing Optimization in Hospitality: A Hybrid Data Mining and Decision-Making Approach from an Emerging Economy by Maryam Deldadehasl, Houra Hajian Karahroodi, Pouya Haddadian Nekah

“…Customer segments are prioritized using the TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) method and Customer Lifetime Value (CLV) analysis. …”
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Optimization of Positive End-Expiratory Pressure in Patients with Acute Respiratory Distress Syndrome Caused by Direct and Indirect Damaging Factors by V. V. Moroz, A.V. Vlasenko, V. N. Yakovlev, V. G. Alekseyev

“…Subjects and methods. During a prospective study, 24 examined patients (16 men, 8 women; their age was 22 to 65 years) with ARDS of different genesis were divided into 2 groups. …”
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