Suitability of different machine learning algorithms for the classification of the proportion of grassland-based forages at the herd level using mid-infrared spectral information f... by A. Birkinshaw, M. Sutter, M. Nussbaum, M. Kreuzer, B. Reidy

“…Our results suggest that in general, LASSO and PLS-DA machine learning algorithms perform better for dietary GBF classification than RF or SVM algorithms.…”
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Application of machine learning algorithms to model predictors of informed contraceptive choice among reproductive age women in six high fertility rate sub Sahara Africa countries by Mequannent Sharew Melaku, Lamrot Yohannes, Berhanu Sharew, Mintesnot Hawaz Derseh, Eliyas Addisu Taye

“…The LGBM classifier outperformed among machine learning algorithms and achieved 73% accuracy and an AUC of 0.80. …”
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Optimization of Structures and Composite Materials: A Brief Review by André Ferreira Costa Vieira, Marcos Rogério Tavares Filho, João Paulo Eguea, Marcelo Leite Ribeiro

“…Particularly in optimization, neural networks and deep neural networks are extensively employed to enhance the efficiency of genetic algorithms because, with this tool, it is possible to speed up the finite element analysis process, which will also speed up the optimization process. …”
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Artificial intelligence optimization for producing high quality foam-mat dried tomato powder and its application in nutritional soup by Nguyen Minh Thuy, Tran Ngoc Giau, Hong Van Hao, Vo Quang Minh, Ngo Van Tai

“…Optimization of drying process using RSM and artificial neural network coupled genetic algorithm (ANN-GA) models has been also investigated. …”
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Hybrid blowfish cryptography with elliptic curve Diffie-Hellman key exchange protocol for enhancing data security and performance by K. Vignesh Saravanan, G. Sakthi Priya

“…The research work ensures optimal performance at a rate of 28.57% and also improved security standard of 33.33% compared to the traditional algorithms.…”
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Research on Cold Chain Logistics Joint Distribution Vehicle Routing Optimization Based on Uncertainty Entropy and Time-Varying Network by Huaixia Shi, Yu Hong, Qinglei Zhang, Jiyun Qin

“…The solution combines simulated annealing strategies with genetic algorithms. It also uses the entropy mechanism to optimize uncertainties, improving global search performance. …”
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Research on somatic interactive exhibition design of lacquer artwork based on multi-source data analysis by Ke Ni

“…First, it explores the theoretical foundation of multi-source data and related algorithms, with a focus on ACS and ACO algorithms within neural networks, providing strong theoretical support for the model design. …”
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Theoretical investigations on analysis and optimization of freeze drying of pharmaceutical powder using machine learning modeling of temperature distribution by Turki Al Hagbani, Jawaher Abdullah Alamoudi, Majed A. Bajaber, Huda Ibrahim Alsayed, Halah Jawad Al-fanhrawi

“…The SLP also exhibits strong performance, with an R2 of 0.88903 on the test dataset. …”
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Structural Optimization-Based Enhancement of the Dynamic Performance for Horizontal Axis Wind Turbine Blade by Ahmed Zarzoor, Alaa Jaber, Ahmed Shandookh

“…It employs a complex optimization framework that combines aerodynamics and structural analysis via MATLAB and a genetic algorithm. The investigation maximizes the length of the chord, the angle of twist, and the selection of airfoils while maintaining constraints. …”
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Investigation on Circadian Regulation of Four-Primary LED Display Differed in People by GA by Wenhui Li, Junying Li, Yating Feng, Yi Lin, Haoyang Liu, Ruoping Lian, Qinzhen Lin, Jingyi Cui, Zixin Huang, Yaling Chai, Ziquan Guo, Lili Zheng, Zhong Chen

“…People no longer only consider the lighting function of light, but also begin to pay attention to the comfort and health of light. …”
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Research on the fairness of QoS degradation in multimedia wireless networks by ZHANG Xue

“…The fairness of QoS degradation of multi-class and multi-priority adaptive multimedia applications in wireless/mobile multimedia networks was studied.A degradation principle minimizing the weighted sum of degradation factor’s square（MWSDFS） was proposed,considering not only inter-class and intra-class priority but also user’s QoS degradation degree.Then,the degradation principle of MWSDFS is proved satisfying the generalized proportional fairness for discrete multimedia applications,and proportional fairness for continuous adaptive multimedia applications.At last,quantum genetic algorithm is used to solve the given problem,and the results further validate the effectiveness of the proposed algorithm.…”
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Dimension-reduction MUSIC for jointly estimating DOA and polarization using plane polarized arrays by Wei-jian SI, Tong ZHU, Meng-ying ZHANG

“…Based on the long-vector data modal of polarization sensitive array,a joint estimation of DOA and polarization information algorithm suitable for plane polarized antenna arrays was proposed.Using the condition of partial derivative of spectral function to reduce the dimensionality,the computation significantly was decreased but also guarantees the resolution and estimation accuracy.Simulation results show that the proposed algorithm has better resolution and lower square mean compared to the effective Quaternion-MUSIC algorithm,and reduces computation of estimation.…”
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Research on the fairness of QoS degradation in multimedia wireless networks by ZHANG Xue

“…The fairness of QoS degradation of multi-class and multi-priority adaptive multimedia applications in wireless/mobile multimedia networks was studied.A degradation principle minimizing the weighted sum of degradation factor’s square（MWSDFS） was proposed,considering not only inter-class and intra-class priority but also user’s QoS degradation degree.Then,the degradation principle of MWSDFS is proved satisfying the generalized proportional fairness for discrete multimedia applications,and proportional fairness for continuous adaptive multimedia applications.At last,quantum genetic algorithm is used to solve the given problem,and the results further validate the effectiveness of the proposed algorithm.…”
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Utilization of satellite data in determining hydropower potential to support energy security in new capital city region of Indonesia by Arno Adi Kuntoro, Azman Syah Barran Roesbianto, Mohammad Farid, Hadi Kardhana, Faizal Immaddudin Wira Rohmat, Akbar Rizaldi, Muhammad Syahril Badri Kusuma, Mohammad Bagus Adityawan, Ahmad Nur Wahid

“…This research position also provides an initial overview of energy transition strategies in the IKN area through hydropower development and the subsequent potential assessment.…”
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Successive Refinement for Lossy Compression of Individual Sequences by Neri Merhav

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A new generalized inverse Gaussian distribution with Bayesian estimators by Kenneth Goward, Chin-I Cheng, Kahadawala Cooray, Keshab Raj Dahal

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Factor Implicit Model of Machine Classification Learning Based on Factor Space Theory by Ying Wang, Fanhui Zeng, Hui Sun, Xiaotong Liu, Kaile Lin, Kaijie Zhang

“…The algorithm proposed in this paper can not only solve the binary classification problem, but can also solve the multi-classification problem. …”
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Exploring the Drive Motor of Electric Vehicles: Structure, Temperature Rises, and Operational Control of Permanent Magnet Motors by Zhongxian Chen, Jiayin Liu

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Reforming home energy consumption behavior based on mining techniques: a collaborative home appliances approach by Amira M. Idrees, Essam M. Shaaban

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Novel Expressions for Certain Generalized Leonardo Polynomials and Their Associated Numbers by Waleed Mohamed Abd-Elhameed, Omar Mazen Alqubori, Abdulrahim A. Alluhaybi, Amr Kamel Amin

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