Jointly Optimizing Resource Allocation, User Scheduling, and Grouping in SBMA Networks: A PSO Approach by Jianjian Wu, Chanzi Liu, Xindi Wang, Chi-Tsun Cheng, Qingfeng Zhou

“…Under certain conditions, it serves approximately 280% more users who meet their QoS requirements in high-SNR scenarios.…”
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Effectiveness of conversational script optimization by intelligent consultation robots on daily work efficiency in vaccination clinics by Bei Zhou, Yan Xu, Jirong Shi, Yi Xiang, Daifei Chen, Qingkui Yao, Yinjun Hu

“…User satisfaction improved, particularly in the final phase. The robot became more effective at managing user inquiries, reducing reliance on manual services.DiscussionOptimizing the robot’s conversational scripts significantly improved daily operational efficiency in the vaccination clinic. …”
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Investigation and Optimization of Grounding Grid Based on Lightning Response by Using ATP-EMTP and Genetic Algorithm by Saeid Gholami Farkoush, Tahir Khurshaid, Abdul Wadood, Chang-Hwan Kim, Kumail Hassan Kharal, Kyu-Ho Kim, Namhun Cho, Sang-Bong Rhee

“…In this paper, the transient methodology is introduced to investigate the lightning effect on grounding body at each point of grounding grid in normal and optimized conditions. Genetic algorithm is applied for regular and irregular grounding grid to obtain best values of mesh size with the lower ground potential rise (GPR) as compared with the normal condition for more safety. …”
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Optimized Prediction of Weapon Effectiveness in BVR Air Combat Scenarios Using Enhanced Regression Models by Andre R. Kuroswiski, Annie S. Wu, Angelo Passaro

“…In our evaluations, Polynomial Regression (PR) with higher interaction degrees outperforms more complex machine learning models in prediction accuracy and computational efficiency. …”
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Enhancing Wi-Fi 7: Traffic Flow Intelligence and Multi-Link Operation for Optimal Efficiency by Neha Dawar, Khuong N. Nguyen, Abhishek Sehgal, Yuming Zhu, Boon Loong Ng, Junsu Choi

“…Notably, our approach enables users to enjoy up to 40 minutes more of high-quality video calls compared to an always-on MLO configuration on the Samsung Galaxy S24 Ultra.…”
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Optimization of Reservoir Operation using a Bioinspired Metaheuristic Based on the COVID-19 Propagation Model by Alireza Donyaii, Amirpouya Sarraf

“…This research evolves the Multi-Objective Coronavirus Optimization Algorithm (MOCVOA) to obtain operational optimum rules of Voshmgir Dam reservoir under the climate change conditions. …”
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Optimizing Language Model-Based Educational Assistants Using Knowledge Graphs: Integration With Moodle LMS by William Villegas-Ch, Jaime Govea, Rommel Gutierrez

“…To address these shortcomings, this work proposes the development of an advanced educational chatbot that combines large language models (LLMs) with knowledge graphs, allowing for more accurate and contextualized responses and offering valuable suggestions to enrich the learning process. …”
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Is Generalized Maternal Optimism or Pessimism During Pregnancy Associated with Unplanned Cesarean Section Deliveries in China? by Cheryl A. Moyer, Yasmin Elsayed, YuChun Zhu, Yumei Wei, Cyril M. Engmann, Huixia Yang

“…This research examines whether maternal optimism/pessimism is associated with unplanned Cesarean section deliveries in China. …”
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Optimal Configuration of Hybrid Energy Storage Capacity for Wind Farms Considering Carbon Trading Revenue by Chongde CHEN, Qiang GUO, Ziqiu SONG, Yang HU

“…Therefore, it is necessary to optimize energy storage configuration to smooth the wind power, so as to meet the requirements of grid connection. …”
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Optimization of TCN-BiLSTM for dissolved oxygen prediction based on improved sparrow search algorithm by Pei Shi, Mingjie Tang, Quan Wang, Xiaofei Ma

“…To address these challenges, this paper proposes a dissolved oxygen prediction method based on an improved sparrow search algorithm optimized TCN- BiLSTM (SMI-TCN BiLSTM). Initially, the Savitzky-Golay (SG) filter is employed to denoise the water quality data, producing smoother and more consistent datasets. …”
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Optimization of fermentation technology and anti-fatigue characteristics of sea buckthorn-passion fruit compound beverage by MA Yong, MU Yongli, ZHOU Shuo, RAN Junjian

“…Under these optimal conditions, sensory score of the beverage and mice exhaustion running time were (87.65±3.12) points and (138.1±3.5) s, respectively. …”
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An Adaptive 24 GHz PSO-Based Optimized VCO in Next-Generation Wireless Sensor Networks by Khizra Tariq, Unal Aras, Tahesin Samira Delwar, Muhammad Nadeem Ali, Yangwon Lee, Jee-Youl Ryu, Byung-Seo Kim

“…When applied to the proposed VCO circuit design, it facilitates more efficient adjustment of component values and improved performance, resulting in faster optimization. …”
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The human touch in AI: optimizing language learning through self-determination theory and teacher scaffolding by Yi Ma, Mingyang Chen

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Optimal graph representations and neural networks for multichannel time series data in seizure phase classification by Alan A. Díaz-Montiel, Richard Zhang, Milad Lankarany

“…The primary reason has been a lack of trust from clinicians towards the complex decision-making operability of ML. More recently, research efforts have focused on systematized and generalizable frameworks of ML models that are clinician-friendly. …”
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Dual Adaptive Filtering by Optimal Projection Applied to Filter Muscle Artifacts on EEG and Comparative Study by Samuel Boudet, Laurent Peyrodie, William Szurhaj, Nicolas Bolo, Antonio Pinti, Philippe Gallois

“…This paper proposes to use the method dual adaptive filtering by optimal projection (DAFOP) to automatically remove artifacts while preserving true cerebral signals. …”
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Direct measurement and optimization of the polarization-dependent modulation depth in super-resolution structured illumination microscopy by Linbo Wang, Simin Li, Xiaohu Chen, Xin Jin, Jie Zhang, Hui Li, Gang Wen

“…Here, we first presented a direct measurement method designed to estimate the modulation depth more precisely by shifting illumination patterns with equal phase steps. …”
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Salp Swarm Algorithm Optimized A* Algorithm and Improved B-Spline Interpolation in Path Planning by Hang Zhou, Tianning Shang, Yongchuan Wang, Long Zuo

“…The simulation experimental results demonstrate that this modification reduces the number of searched nodes by more than 78.2% and decreases planning time by over 48.1% compared to traditional A* algorithms. …”
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Distributionally Robust Chance-Constrained Optimization for Soft Open Points Operation in Active Distribution Networks by Qilin Hou, Ge Chen, Ningyi Dai, Hongcai Zhang

“…A distributionally robust chance-constrained optimization (DRCCO) model is also proposed to effectively exploit the benefits of SOPs in ADNs under uncertainties. …”
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Multi-factor optimization for electric bus charging stations: Integrating electrical, social, and environmental perspectives by Mustafa Nurmuhammed, Ozan Akdağ, Teoman Karadağ, Maged Kafafy˘

“…The findings of the study can form the basis for future research on optimizing EV charging infrastructure (based on both social/environmental and electrical data) and guide policymakers and urban planners in developing more efficient and sustainable transportation networks.…”
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Harnessing feature pruning with optimal deep learning based DDoS cyberattack detection on IoT environment by Eunmok Yang, Sooyong Jeong, Changho Seo

“…Besides, the feature pruning process is performed using an improved pelican optimization algorithm (IPOA), which enables the choice of an optimal subset of features. …”
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