Highly Accurate Adaptive Federated Forests Based on Resistance to Adversarial Attacks in Wireless Traffic Prediction by Lingyao Wang, Chenyue Pan, Haitao Zhao, Mingyi Ji, Xinren Wang, Junchen Yuan, Miao Liu, Donglai Jiao

“…Federated learning addresses privacy and transmission cost issues in model training, making it widely applicable in traffic prediction. …”
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Edge computing-enabled energy efficiency prediction of immersion cooling system for supercomputing centers by Shuaiyin Ma, Yichun Cao, Yang Liu

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Polarization-Insensitive Electro-Absorption Modulator Based on Graphene-Silicon Nitride Hybrid Waveguide by Wei Chen, Xiaojian Fan, Pengfei Li, Yang Gao, Lanting Ji, Xiaoqiang Sun, Daming Zhang

“…The proposed modulator has potentials for on-chip signal processing.…”
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A systematic review of Machine Learning and Deep Learning approaches in Mexico: challenges and opportunities by José Luis Uc Castillo, Ana Elizabeth Marín Celestino, Diego Armando Martínez Cruz, José Tuxpan Vargas, José Alfredo Ramos Leal, Janete Morán Ramírez

“…A total of 120 original research papers were included and details such as trends in publication, spatial location, institutions, publishing issues, subject areas, algorithms applied, and performance metrics were discussed. …”
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Enhanced leukemia prediction using hybrid ant colony and ant lion optimization for gene selection and classification by Santhakumar D, Gnanajeyaraman Rajaram, Elankavi R, Viswanath J, Govindharaj I, Raja J

“…Gene selection plays a crucial role in the pre-processing of microarray data, aiming to identify a small set of genes that enhances classification accuracy and reduces costs. …”
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SPECIALIZED MAPPING OF CRUSTAL FAULT ZONES. PART 1: BASIC THEORETICAL CONCEPTS AND PRINCIPLES by K. Zh. Seminsky

“…A few (typically, three to four) remaining solutions, showing orientations of the fault zone and the dynamic setting of its formation, are indicative of the lowest (regional or geostructural) level of the process of destruction in the region under study. …”
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COVID-19 Antibody Test/Vaccination Certification: There's an App for That by Marc Eisenstadt, Manoharan Ramachandran, Niaz Chowdhury, Allan Third, John Domingue

“…<italic>Conclusions:</italic> The app and decentralized server architecture offer a prototype proof of concept that is readily scalable, applicable generically, and in effect &#x2018;waiting in the wings&#x2019; for the biological issues, plus key ethical issues raised in the discussion section, to be resolved.…”
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A deep transfer learning model for green environment security analysis in smart city by Madhusmita Sahu, Rasmita Dash, Sambit Kumar Mishra, Mamoona Humayun, Majed Alfayad, Mohammed Assiri

“…This work includes an augmentation process (i.e. erosion, dilation, blurring, and contrast enhancement operations) to extract spatial patterns and enlarge the training size of the dataset. …”
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Understanding Information Propagation in Online Social Networks: A Systematic Mapping Study by Eleana Jerez-Villota, Francisco Jurado, Jaime Moreno-Llorena

“…The increase in their use has prompted numerous studies, particularly on the complex Information Propagation (IP) process, which researchers have approached from different perspectives and lines of investigation. …”
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Thromboelastography-guided Blood Product Management: A Series of Three Cases by B Megala, A Ashwin, R Krishnamoorty, Niranj Rathan, Sampat Kumar

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Numerical modeling and parameter optimization of the combustion chamber in a tower-type zinc refining furnace by Zhengzong Huang, Liu Liu, Lu Chen, Changhong Wang, Guofu Wang, Zhaohong Fan, Hongjie Yan

“…With the implementation of “coal-to-gas” projects, the tower-type zinc refining furnace (TZRF) has encountered a mismatch between high-calorific value fuel and the primary combustion system. To address this issue, this study conducted a full-scale modeling of the combustion and heat transfer processes in the TZRF combustion chamber using computational fluid dynamics. …”
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Φ-OTDR disturbance localization of communication optical cable based on moving variance average and spectral subtraction by Wei SHEN, Xin HU, Ze ZHANG, Ling JU, Jian WU, Yi HUANG

“…By selecting an appropriate number of curves and an optimal step size, the amplitude signal curves are processed using moving variance average to generate a preliminary disturbance localization map. …”
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Сomparative analysis of grading models using fuzzy logic to enhance fairness and consistency in student performance evaluation by Alibek Barlybayev, Bibigul Razakhova, Altynbek Sharipbay, Aizhan Nazyrova, Nazira Tursynova, Altanbek Zulkhazhav, Gaziza Yelibayeva

“…As a solution to this issue, the study proposes a Fuzzy Logic Model (FLM), which serves as an innovative approach to assessing student performance. …”
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A Method for Automatic Feature Points Extraction of Pelvic Surface Based on PointMLP_RegNet by Wei Kou, Rui Zhou, Hongmiao Zhang, Jianwen Cheng, Chi Zhu, Shaolong Kuang, Lihai Zhang, Lining Sun

“…ABSTRACT The success of robot‐assisted pelvic fracture reduction surgery heavily relies on the accuracy of 3D/3D feature‐based registration. This process involves extracting anatomical feature points from pre‐operative 3D images which can be challenging because of the complex and variable structure of the pelvis. …”
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Starting over After Divorce: A Psychosocial Analysis of Emotional Distress, Social Disconnection, and Mental Well-Being Among Women in Abu Dhabi by Masood Badri, Mugheer Alkhaili, Hamad Aldhaheri, Guang Yang, Muna Albahar, Saad Yaaqeib, Asma Alrashdi, Alanood Alsawai

“…The findings show financial insecurity is the most prevalent and detrimental issue, particularly among older and less-educated women. …”
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Semi-Supervised Fault Diagnosis Method for Hydraulic Pumps Based on Data Augmentation Consistency Regularization by Siyuan Liu, Jixiong Yin, Zhengming Zhang, Yongqiang Zhang, Chao Ai, Wanlu Jiang

“…This study proposes a semi-supervised learning method based on data augmented consistency regularization (DACR) to address the issue of lack of labeled data in diagnostic models. …”
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Experimental Study on High-Pressure Air Blasting Fracture for Coal and Rock Mass by Jie Gao, Haifeng Wang, Wei Qin, Qi Ma, Guanyu Yang

“…In order to research on the issue of high-pressure gas blasting fracture deeply, a high-pressure gas blasting cracking experimental system was established; the effects of gas pressure and gas volume on the morphology of crack growth were studied; the p-t curve of pressure in the blasting process with time was obtained; and the mechanism of high-pressure gas blasting cracking was analyzed in this paper. …”
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Validity and reliability of a questionnaire to assess the impact of physical training and martial arts on physical fitness and psychological well-being in overweight secondary scho... by Kumaran Gengatharan, Ali Md Nadzalan, Nurul Sazila Rashidin, Ernie Leong Yen Lee, Rajkumar Krishnan Vasanthi, Ratko Pavlovic, Gaziev Shukurjon Shuxrat Ugli

“… Childhood obesity is a pressing global issue, particularly among secondary school students, highlighting the need for effective interventions to mitigate its health impacts. …”
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Delimitation of irrigation management zones in banana cultivation using satellite images and physical and chemical soil attributes by Jonathan Zhiminaicela-Cabrera, Diego Villaseñor-Ortiz, Eduardo Tusa, Angel Luna-Romero

“…For this purpose, Sentinel-2 satellite images were processed, and various spectral indices were calculated using the Sen2R package. …”
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Virtual reality and cognitive function rehabilitation after traumatic brain injury: a systematic review by Nemanja Lakicevic, Bogdan Andjelic, Marko Manojlovic, Ambra Gentile, Antonino Bianco, Antonio Paoli, Sergey Leonov, Alexander Pashchenko, Patrik Drid

“…We sought to review the literature on this issue systematically. Web of Science, PubMed and PsycINFO were screened for relevant literature. …”
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