Optimizing Euclidean Distance Computation by Rustam Mussabayev

“…This paper presents a comparative analysis of seventeen different approaches to optimizing Euclidean distance computations, which is a core mathematical operation that plays a critical role in a wide range of algorithms, particularly in machine learning and data analysis. …”
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Data-driven vertiport siting: A comparative analysis of clustering methods for Urban Air Mobility by Tao Guo, Hao Wu, Shahriar Iqbal Zame, Constantinos Antoniou

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A Lightweight Transformer-Based Spatiotemporal Analysis Prediction Algorithm for High-Dimensional Meteorological Data by Yinghao Tan, Junfeng Wu, Yihang Liu, Shiyu Shen, Xia Xu, Bin Pan

“…This paper presents the spatiotemporal analysis fitting prediction algorithm (SA-Fit), an approximation algorithm for regional high-dimensional meteorological data prediction. …”
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Investigation of a transformer-based hybrid artificial neural networks for climate data prediction and analysis by Shangke Liu, Ke Liu, Zheng Wang, Yuanyuan Liu, Bin Bai, Rui Zhao

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Comparative efficacy of different exercise types on body composition in university students: a systematic review and meta-analysis of randomized controlled trials by Jihai Li, Liuhong Zang, Sihai Hao, Hui Wang

“…Following the literature screening, two investigators independently conducted data extraction and assessed the risk of bias. Network meta-analysis (NMA) was conducted using Stata 17.0 with random-effects modeling, while dose-response analysis was performed utilizing R version 4.3.1.ResultsA total of 43 randomized controlled trials (RCTs), encompassing 3,154 participants, were included in the analysis. …”
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Analysis of Multifractal Characteristics and Detrended Cross-Correlation of Conventional Logging Data Regarding Igneous Rocks by Shiyao Wang, Dan Mou, Xinghua Qi, Zhuwen Wang

“…It is difficult to evaluate the log data because of the lithological composition of igneous rocks, which displays an unparalleled degree of complexity and unpredictability. …”
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INFORMATICS, COMPUTER ENGINEERING AND MANAGEMENT by A. V. Malikov

“…The paper considers several combinatorial and optimization problems in Big Data systems, including the computational complexity of finding functional dependencies in the subject area and constructing a data schema, the number of combinations for recovering traversing paths on data schema is calculated, the maximum number of B + tree indexes is calculated. …”
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ANALYSIS OF INTERCONNECTION PROBLEMS DATA INDICATORS OF THE PATIENT'S QUALITY OF LIFE WITH MANUFACTURING PRINCIPLES OF REMOVABLE DENTURES by V.M. Dvornyk, H.M. Balia, K.V. Marchenko, O.V. Shemetov

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A Nextflow pipeline for T-cell receptor repertoire reconstruction and analysis from RNA sequencing data by Teresa Rubio, Maria Chernigovskaya, Susanna Marquez, Cristina Marti, Paula Izquierdo-Altarejos, Amparo Urios, Carmina Montoliu, Vicente Felipo, Ana Conesa, Victor Greiff, Sonia Tarazona

“…This represents a missed opportunity for complementing them with the analysis of the immune repertoire.We present a Nextflow pipeline for T-cell receptor repertoire reconstruction and analysis from RNA sequencing data. …”
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CNN for Computer Vision tasks by Р. Ковальчук, О. Польшакова

“… Object is a neural networks in the field of computer vision and data analysis. The article explores the fundamental principles and aspects underlying the functioning of neural networks. …”
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Life Pattern-Based Human Attribute Estimation Using Only GPS Data by Kazuyuki Shoji, Haru Terashima, Naoki Tamura, Shin Katayama, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi

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Experimental assessment and data-driven hybrid machine learning quantification with parametric optimization of compressive strength of ceramic waste concrete by Mihir Mishra, Md. Habibur Rahman Sobuz, Md. Kawsarul Islam Kabbo, M Jameel, Turki S. Alahmari, Naim Ahmad, Md. Munir Hayet Khan

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Effect of condenser spray cooling on the performance of refrigerant pump heat pipe composite air conditioners by HUANG Xiang, WANG Xin, CHU Junjie, SU Lin, YAN Libo, YANG Liu, HU Jian

“…To reduce the energy consumption of the refrigeration system of the data center and solve the problem of high power consumption of refrigerant pump heat pipe composite air conditioner in summer, the energy efficiency of the unit was improved by installing a spray cooling device on the outside of the condenser, and the performance research and applicability analysis were carried out under different working conditions and in various cities. …”
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Digital forensics architecture for real-time automated evidence collection and centralization: Leveraging security lake and modern data architecture by Ahmed Wasan Saad, Mustafa AL-Ta’I Ziyad Tariq, Abegaz Tamirat, Mahmood Ghassan Sabeeh

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The Mood of the Silver Economy: A Data Science Analysis of the Mood States of Older Adults and the Implications on their Wellbeing by Marco Palomino, Rohan Allen, Farida Aider, Francesca A. Tirotto, Ioanna Giorgi, Hazel Alexander, Giovanni Masala

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Optimizing Poisson-Lindley Parameter Estimation: LQM and Reliability Analysis Applied to Guinea Pig Survival Data by Sameera Othman

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Harness Old Media: a cross-disciplinary approach to utilizing television data for media content analysis. by Piotr Jabłoński

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Applications of Uncertainty Models as Support in Smart Buildings and Ethical Computing in Edge Computing of Smart Cities by Ying Li, Trip Huwan

“…The new smart city architecture based on the flexible deployment of edge computing and data slicing capabilities provides support for the transformation of smart city construction from hardware embedded technology, access means, and software data processing. …”
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PPT-LBS: Privacy-preserving top-k query scheme for outsourced data of location-based services by Yousheng Zhou, Xia Li, Ming Wang, Yuanni Liu

“…Firstly, to ensure data security of LSP and privacy of the user, the enhanced asymmetric scalar-product preserving encryption and public key searchable encryption have been adopted to encrypt outsourced data and LBS query, which can effectively lower the computational cost and realize the privacy protection search. …”
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A software pipeline for systematizing machine learning of speech data by Jimuel Celeste, Mashrura Tasnim, Amable J. Valdés Cuervo, Enrique A. de la Cal, Eleni Stroulia

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