Extreme Gradient Boosting Beats In-Silico Identification of Proteins Potentially Associated With Alzheimer’s by Sadia Khalil, Wajid Arshad Abbasi, Syed Ali Abbas, Maryum Bibi, Saiqa Andleeb, Amsa Shabir

“…In this study, we have proposed a machine learning (ML)–based predictive model to identify proteins potentially involved in Alzheimer’s. …”
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Structural Parameter Identification Using Multi-Objective Modified Directional Bat Algorithm by LIU Li-jun, LIN Ying-hai, SU Yong-hui, LEI Ying

“…ObjectiveStructural parameter identification based on swarm intelligent optimization methods has become one of the popular methods for finite element model modification. …”
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Identification and characterization of grape VAP27 gene family and their roles in disease resistance by Ruonan Li, Bianbian Wang, Mingxiu Zha, Kangzhuang Zhang, Min Li, Linjiao Xie, Xinyu Chen, Yan Xu, Guotian Liu

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Development of a Time Domain Identification Algorithm with a Spectral Objective Function by Oleg N. Korsun, Moung Htang Om

“…This method provides a valuable tool for enhancing flight control system design and analysis by enabling more precise modeling of aircraft behavior.…”
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Performance evaluation of enhanced deep learning classifiers for person identification and gender classification by Vasu Krishna Suravarapu, Hemprasad Yashwant Patil

“…Although the biometric identification systems have advanced, the existing approaches still struggle with accuracy, overfitting issues and computational efficiency, especially when utilizing periocular images for person identification and gender classification. …”
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In situ nondestructive identification of citrus fruit ripeness via hyperspectral imaging technology by Qi Wang, Jinzhu Lu, Yuanhong Wang, Fajun Miao, Senping Liu, Qiyang Shui, Junfeng Gao, Yingwang Gao

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Data-driven identification and analysis of passenger riding paths in megacity metro system by Lianghui Xie, Zhenji Zhang, Robin Qiu, Daqing Gong

“…Findings – The results show that passenger path choice modeling is usually characterized by complexity, experience and partial blindness. …”
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Key Nodes Identification Method in Scale-Free Network Based on Structural Holes by Weiyan Liu

“…It introduces two innovations: Dynamic multi-hop bridge detection, extending beyond the 2-hop limitation of E-Burt to quantify long-range bridging influence efficiently; and a weighted fusion model balancing coreness (via MDD) and bridging roles (via structural holes) with linear time complexity.Experiments on synthetic (Barabási-Albert), social (dolphin), infrastructure(Western U.S. power grid), and collaboration (co-authorship) networks demonstrate superiority. …”
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Advances in impact force identification: A comprehensive review of techniques and mathematical innovations by Hamed Kalhori, Shabnam Tashakori, Ben Halkon, Mehrisadat Makki Alamdari, Bing Li, Morteza Saberi

“…The comparative analysis underscores the trade-offs between model-based approaches, which offer high computational efficiency in linear regimes, and machine learning methods, which demonstrate robustness in capturing nonlinear and high-dimensional system behaviors. …”
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N6-methyladenine identification using deep learning and discriminative feature integration by Salman Khan, Islam Uddin, Sumaiya Noor, Salman A. AlQahtani, Nijad Ahmad

“…Despite the rapid progress of machine learning in bioinformatics, accurately detecting 6 mA sites remains a challenge due to the limited generalizability and efficiency of existing approaches. In this study, we present Deep-N6mA, a novel Deep Neural Network (DNN) model incorporating optimal hybrid features for precise 6 mA site identification. …”
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Identification breeds equity: the regulation effect of group decision-making on beauty premium by Lu Cheng, Qingguo Ma, Yijin He, Yulin Tan, Linanzi Zhang, Wenwei Qiu

“…Besides, the drift diffusion model was used to further decode the cognitive processing differences between two environments. …”
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Identification of Sudden Stiffness Change in the Acceleration Response of a Nonlinear Hysteretic Structure by Sheng-Lan Ma, Shao-Fei Jiang, Chen Wu, Si-Yao Wu

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Water-exit dynamics and system identification for a hybrid aerial underwater vehicle by Zhitong Li, Wanting Zhang, Xincheng Huang, Xiufen Ye, Yunsai Chen, Qinghua Jiang

“…Compared with the existing parametric modeling methods, the predictive accuracy is improved by more than two times, indicating the reliability and efficiency of the non-parametric modeling method. …”
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Sweet pepper foliar diseases quantification and identification using an image analysis tool by Vijayanandh Rajamanickam, Adesh Ramsubhag, Jayaraj Jayaraman

“…The image input into the above classifier models resulted in fast and accurate identification of the diseases by matching the features of trained images of disease symptoms. …”
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Navigating the Collective: Nanoparticle-Assisted Identification of Leader Cancer Cells During Migration by Anastasia Alexandrova, Elizaveta Kontareva, Margarita Pustovalova, Sergey Leonov, Yulia Merkher

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Research on quantitative identification of mine water inflow based on multivariate statistical analysis by Huai WANG, Xinyi WANG, Hongwei MENG, Tong XI, Peng LIU, Zihan WANG

“…Identifying the sources of mine water gushing is fundamental for preventing water hazards in coal mining areas, enhancing the economic efficiency and effectiveness of prevention measures. …”
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Identification and Evaluation of Indicators of Science, Technology, and Innovation in Policymaking from the Perspective of Experts by Esmaeil Shirali

“…A one-sample t-test was employed to analyze the data.Findings: The findings reveal the extraction and identification of 115 indicators across 10 categories. …”
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Identification of SSR marker linked to gynoecious loci in cucumber (Cucumis sativus L.) by ZHOU Shengjun, ZHANG Peng, ZHU Yuqiang, CHEN Xinjuan, CHEN Liping

“…Gynoecy plays an important role in cucumber (Cucumis sativus L.) heterosis breeding and identification of the markers linked to this character will facilitate selection of gynoecious cucumber line in breeding program. …”
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Application of DNA barcoding technology in the identification of adulterated ingredients of edible blood products by LI Jiong, WU Qiong, JIANG Hai, HU Ming-jie, XU Xin-yi

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Effective Implementation of Digital Technologies in the Field of Gas Supply by Beloglazova T. N., Romanova T. N.

“…Application of the method of system analysis for the research, generalization of existing mathematical models and digital technologies. Identification of the modules of the main tasks for the implementation of an integrated method for improving the reliability of the gas supply system. …”
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