A novel framework for sentiment classification employing Bi-GRU optimized by enhanced human evolutionary optimization algorithm by Xi Wang, Samad Nourmohammadi

“…The unique characteristics of this data, such as the length of text, spelling mistakes, and abbreviations, necessitate a non-conventional method and additional stages for sentiment analysis in such an environment. …”
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A protocol to optimize non-invasive brain stimulation for post-stroke rehabilitation by Ayesha Juhi, Manul Das, Dinesh Bhatia, Suman Dhaka, Rajesh Kumar, Deepak Kumar, Shreya Sharma, Pritam Kumar Chaudhary, Chanchal Goyal, Md Asif Khan, Himel Mondal

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Optimal placement of renewable distributed generators and electric vehicles using multi-population evolution whale optimization algorithm by Rinchen Zangmo, Suresh Kumar Sudabattula, Sachin Mishra, Nagaraju Dharavat, Naresh Kumar Golla, Naveen Kumar Sharma, Vinay Kumar Jadoun

“…It is discovered that the Multi-population Evolution Whale Optimization Algorithm (MEWOA) produces better results than other methods in the literature and is valuable and practical for handling these nonlinear optimisation situations.…”
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Gradient-Enhanced Kriging-Based Parallel Efficient Global Optimization Algorithm and Its Application in Aerodynamic Shape Optimization by Hang Fu, Qingyu Wang, Takuji Nakashima, Asahi Kawasaki, Chenguang Lai, Keigo Shimizu, Rahul Bale, Makoto Tsubokura

“…To ensure high performance, various benchmark functions were used to evaluate the impact of different optimizers on the proposed system, ultimately identifying the most effective optimizer. …”
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Mechanism of action of genistein on breast cancer and differential effects of different age stages by Zhebin Xiang, Bo Ma, Xiujun Pei, Wenjie Wang, Weilun Gong

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Parents’ optimism and values for the future of their children by Luciana Karine de Souza, Sophia Beylouni Santos Martínez, Nathália Pereira da Silva, Sofia Silva, Letícia Backes Schreiner, Gustavo Gauer

“…Group comparisons were carried out. Optimism did not differ significantly between parents that chose faith, fairness, and honesty, but differed between faith and compassion, and faith and autonomy and determination. …”
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Optimizing pyroxasulfone-coated fertilizer in cotton by Brock A. Dean, Charles W. Cahoon, Guy D. Collins, David L. Jordan, Zachary R. Taylor, Jacob C. Forehand, Jose S. de Sanctis, James H. Lee

“…In the timing study, the application method did not affect Palmer amaranth control; however, applications made at the mid- and late timings outperformed early applications. …”
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Classification of Indian classical dances using MnasNet architecture with advanced polar fox optimization for hyperparameter optimization by Xuechen Yan, Jing Yang, Togrol Salami

“…Final results illustrate the efficacy of the proposed method in achieving elevated classification accuracy.…”
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Regional Differences, Distributional Dynamics and Spatial Convergence of Pharmacist Human Resources in China: A Healthcare Tiers Difference Perspective by Ding B, Zhao R, Yue X, Li D

“…The findings are intended to serve as a basis for optimizing the equitable and efficient allocation of pharmacist resources to better support healthcare system development.Patients and Methods: Data were collected from the China Health Statistics Yearbook and China Statistics Yearbook. …”
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Artificial Intelligence Algorithm for Optimal Time Series Data Model by Kang Wang

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Design of an Optimal Convolutional Neural Network Architecture for MRI Brain Tumor Classification by Exploiting Particle Swarm Optimization by Sofia El Amoury, Youssef Smili, Youssef Fakhri

“…This performance-driven method avoids the inefficiencies of manual design and iterative trial and error. …”
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Optimization of Intrahospital Transportation of Cardiosurgical Patients by I. A. Kozlov, G. V Korosteleva, I. Yu. Tyunyaeva, A. Ye. Yermolenko, V. V. Ilnitsky

“…Objective: to optimize the transportation of cardiosurgical patients from the operating-room to an intensive care unit (ICU), by developing and introducing a pathogenetically grounded measure to prevent poor circulatory reactions.Materials and methods. 94 patients operated on under extracorporeal circulation for coronary heart disease and transferred to an ICU for sustained artificial ventilation (AV) during moderate sympathomimetic therapy. …”
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Problema do carteiro chinês: escolha de métodos de solução e análise de tempos computacionais Chinese Postman Problem: solution methods choice and computational time analysis by Moacir Godinho Filho, Rogério de Ávila Ribeiro Junqueira

“…First, this paper, based on structuring and analyzing a CPP literature review, proposes an algorithm to help choosing suitable methods to solve CPP. The proposed algorithm is used on two real-world cases. …”
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Energy Saving in Building Air-Conditioning Systems Based on Hippopotamus Optimization Algorithm for Optimizing Cooling Water Temperature by Yiyang Zheng, Yaping Gao, Jianwen Gao

“…In conclusion, this paper takes full account of the mutual coupling between the building and the air-conditioning system, providing a feasible method for the simulation and optimization of the building air-conditioning system.…”
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Spatiotemporal evaluation and impact of superficial factors on surface water quality for drinking using innovative techniques in Mahanadi River Basin, Odisha, India by Abhijeet Das

“…So, complex decision-making procedures and management techniques are required to optimize between information needs and information obtained from water quality monitoring networks. …”
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Facilitators, barriers and service availability for delivering integrated care for the triple elimination of HIV, syphilis and hepatitis B vertical transmission in Uganda: a multi-... by Andrew Kazibwe, Emmanuel Olal, Andrew Mijumbi Ojok, John Vianney Kigongo, Henry Kafumbe, Maria Prima Niwampeire, Charity Gloria Toskin, Doreen Ondo, Linda Kisaakye Nabitaka, Patience Mwine, David Kagimu, Anna Lawino, Michael Bernard Etukoit

“…Methods This was a cross-sectional, explanatory mixed methods multi-site study implemented in two regions of Uganda, conducted in July – August 2024. …”
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Analysis of differences in physicochemical properties and bacterial community characteristics of rhizosphere soil in apple orchards under different cover treatments by HU Zhifang, CHENG Lijun, LI Yunguo, HUANG Guoyan, CAI Rongjing, MA Miandi, MA Jing, CHEN Chen, YANG Yanqun, LU Xingkai, QUAN Yong

“…[Results] The significant differences were observed in the physicochemical properties of the soil under different treatments. …”
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Quantitative Analysis of Predictors of Acoustic Materials for Noise Reduction as Sustainable Strategies for Materials in the Automotive Industry by Bianca-Mihaela Cășeriu, Manuela-Rozalia Gabor, Petruța Blaga, Cristina Veres

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Comparison of Force Decay of Two Different Types of Elastomeric Chains with the Use of Different Types of Mouth Washes – An In vitro Study by Rahul Pawar, Tanmoy Majumder, Shalini Singh, Dip G. Choudhury, Md Kamal Hassan, Swati Mrinal

“…Material and Methods: A study was conducted using 1000 specimens of “five-unit clear short-linked elastomeric chains.” …”
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The Optimal Integration of Computer Information Technology and Energy Economic Management by Ning Zhang, Zengxin Li

“…Finally, combined with computer information technology, a comprehensive evaluation model of the energy economic system is constructed by using the entropy weight method and the TOPSIS method. The authors used a paired t test for the three evaluation results to examine whether their evaluation results were significantly different. …”
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