YOLOv8-MSP-PD: A Lightweight YOLOv8-Based Detection Method for Jinxiu Malus Fruit in Field Conditions by Yi Liu, Xiang Han, Hongjian Zhang, Shuangxi Liu, Wei Ma, Yinfa Yan, Linlin Sun, Linlong Jing, Yongxian Wang, Jinxing Wang

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A Two-Stage Deep Learning Method for Marine Oil Spill Localization and Segmentation From Synthetic Aperture Radar Images by Xudong Huang, Biao Zhang, William Perrie

“…The proposed method demonstrates optimal oil detection performance at wind speeds between 2 and 10 m/s. …”
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Development of Automatic Balancing Application forFashion Company Using Artificial Intelligence by May Alrasheed, Mohamed Jmali, Thouraya Hamdi

“…Manual methods overlook the balancing process, where managers rely on experience to prove balance and adjust parameters as needed. …”
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Finite Element Analysis of Post-Buckling Failure in Stiffened Panels: A Comparative Approach by Jakiya Sultana, Gyula Varga

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Impact of different drying methods on the quality and flavor of two chili peppers (Capsicum annuum L.) varieties: Chemical composition and volatile compounds by Di Wu, Wanrong Yang, Ju Chen, Zhangsheng Zhu, Changming Chen, Nanyi Wang, Kangyun Wu, Jianwen He, Wenting Fu

“…This study investigated the effects of various drying methods on the chemical components of Chaotianjiao and Xianjiao, focusing on both non-volatile constituents and volatiles. …”
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Microbial synthesis and extraction of value-added metabolites by Rhodotorula toruloides from waste stream: a sustainable approach by L. A. Swagatika Priyadarshini, Rashmi Kataria

“…Lipid and carotenoid extraction methods have advanced from traditional approaches to more sophisticated techniques, such as enzyme-assisted extraction, ultrasound-assisted extraction, and supercritical fluid extraction. …”
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Calcination temperature-dependent structural, optical, and photoluminescence properties of Mg-Al bimetallic oxide prepared by sol-gel auto combustion method by Thanit Tangcharoen

“…When the calcination temperature rose to 1100 °C, this resulted in a single phase MgAl2O4 while MgO and (Mg6Al2(CO3)(OH)16) were no longer observed. …”
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Asymmetric Double-Sideband Composite Signal and Dual-Carrier Cooperative Tracking-Based High-Precision Communication–Navigation Convergence Positioning Method by Zhongliang Deng, Zhenke Ding, Xiangchuan Gao, Peijia Liu

“…By organically integrating an embedded signal into the original positioning signal, the code loop is optimized via fuzzy control, while the ADCLS signal is processed as an asymmetric double-sideband signal for joint signal extraction. …”
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A novel two-stage feature selection method based on random forest and improved genetic algorithm for enhancing classification in machine learning by Junyao Ding, Jianchao Du, Hejie Wang, Song Xiao

“…Then, the improved genetic algorithm is used to search for the global optimal feature subset further. This process introduces a multi-objective fitness function to guide the feature subset, minimizing the number of features in the subset while enhancing classification accuracy. …”
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Study of mechanical and physical properties of pineapple leaf fiber and coffee husk filler reinforced polymer composite using response surface method by Kinisa Wareso Abesho, Moera Gutu Jiru, Hirpa G. Lemu, Mohammed Abdulkedir Alfeki

“…This study fabricates composite samples using the hand layup method, and the Response Surface Methodology is used to optimize the experimental design. …”
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Method for limiting the peak factor using an additional compensation signal in a system with orthogonal frequency division multiplexing for a Gaussian channel by Th. T. Pham, O. V. Tikhonova

“…Statistical radio engineering and computer modeling methods are used according to optimal signal reception theory.Results. …”
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Use of a combined method of photo-electrocoagulation-oxidation for simultaneous removal of Ni, CN, Zn, and Cu from synthesized mine wastewater by Ahmad Shahedi, Ahmad Jamshidi-Zanjani, Ahmad Khodadadi Darban, Mehdi Homaee, Fariborz Taghipour

“…The highest simultaneous elimination of the target pollutants was attained when stainless steel and iron were employed as anode electrodes, while aluminum and graphite served as cathodes. This optimal removal was achieved under conditions including the addition of 4 mg/L hydrogen peroxide, an ozone flow rate of 3 L/min, current density of 15 mA/cm², pH = 10, process duration of 10 min, and an electrode spacing of 5 cm in batch mode. …”
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Lightweight Design of a Connecting Rod Using Lattice-Structure Parameter Optimisation: A Test Case for L-PBF by Michele Amicarelli, Michele Trovato, Paolo Cicconi

“…The approach considers an early DoE analysis to explore the design space, Finite Element Analysis to evaluate the feasibility of possible design solutions, and Artificial Intelligence tools to look for optimal design solutions, including Genetic Algorithms and Response Surface Methods. …”
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Symbiotic Learning Grey Wolf Optimizer for Engineering and Power Flow Optimization Problems by Aala Kalananda Vamsi Krishna Reddy, Komanapalli Venkata Lakshmi Narayana

“…The proposed method improves the performance of the algorithm to effectively handle problems with larger dimensions while avoiding local entrapment, accelerates convergence, and improves the precision and accuracy of exploitation. …”
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Three-stage hybrid scheduling method based on link adjustment and arc replacement for large-scale satellite ground station resource scheduling considering idleness rate by Shunyi Cao, Xiaolu Liu, Lei He

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Trends and methods in intensive care unit (ICU) research using machine learning: latent dirichlet allocation (LDA)-based thematic literature review by Duygu Topaloğlu, Olcay Polat

“…It is imperative to conduct a systematic analysis and synthesis of this research to identify methodological trends, clinical applications, and knowledge deficits. Methods A systematic literature review was conducted in accordance with the PRISMA guidelines, encompassing 2,507 ICU-focused ML publications from 2019 to 2024. …”
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The impact of weightlifting training methods on strength development and perceived exertion: a comparative study of fixed-repetition and AMRAP (as many repetitions as possible) pro... by Omar Saad Ahmed Saad Ahmed, Saif Saad Ahmed, Maher Abdulateef Arif, Oday Abdulhussein Kareem Alsubaih

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Effectiveness of generative artificial intelligence-based teaching versus traditional teaching methods in medical education: a meta-analysis of randomized controlled trials by Juan Li, Kaiyu Yin, Yida Wang, Xiaoqin Jiang, Dongxu Chen

“…Future research should focus on optimizing the integration of GAI-based teaching methods, standardizing implementation protocols, and evaluating long-term educational outcomes. …”
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Evaluation of the effect of material selection and core geometry in thin-walled sandwich structures due to compressive strength using a finite element method by Fitra Muhammad Adzin, Pratama Anandito Adam, Prabowo Aditya Rio, Sohn Jung Min, Tuswan Tuswan, Istanto Iwan, Budiana Eko Prasetya, Thang Do Quang, Muttaqie Teguh, Rahimuddin Rahimuddin

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Quantifying fracture process zone evolution in magnesium-based wood-like material: Analysis based on digital image correlation and variation factor method by Chunjie Li, Jun Cai, Xingrong Chen, Johnny F.I. Lam, Hongniao Chen

“…VFM achieves < 2.14 % deviation from conventional methods while significantly improving computational efficiency. …”
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