ARK: Aggregation of Reads by K-Means for Estimation of Bacterial Community Composition. by David Koslicki, Saikat Chatterjee, Damon Shahrivar, Alan W Walker, Suzanna C Francis, Louise J Fraser, Mikko Vehkaperä, Yueheng Lan, Jukka Corander

“…These methods typically rely on summarizing the sequence data by frequencies of low-order k-mers and matching this information statistically with a taxonomically structured database. Here we show that the accuracy of the resulting community composition estimates can be substantially improved by aggregating the reads from a sample with an unsupervised machine learning approach prior to the estimation phase. …”
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Machine Learning Reveals Microbial Taxa Associated with a Swim across the Pacific Ocean by Garry Lewis, Sebastian Reczek, Osayenmwen Omozusi, Taylor Hogue, Marc D. Cook, Jarrad Hampton-Marcell

“…Multivariate analysis was used to analyze the microbial community structure, and machine learning (random forest) was used to model the microbial dynamics over time using R statistical programming. …”
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Model-based quantitative analysis in two-time-scale decomposed on–off optimal control of greenhouse cultivation by Dan Xu, Yanfeng Li, Anguo Dai, Shumei Zhao, Weitang Song

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Optimization of the Reversible Lane considering the Relationship between Traffic Capacity and Number of Lanes by Jianrong Cai, Jianhui Wu, Zhixue Li, Qiong Long, Zhaoming Zhou, Jie Yu, Xiangjun Jiang

“…The results indicate that the reversible lane optimization can make full use of the idle road resources and make the road network structure match the travel demands better, and the system index after the reversible lane optimization is obviously better than the original system index.…”
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An Exploration of Physical Literacy and Movement Creativity by Adam Woolley, Dean Kriellaars, Natalie Houser

“…At present, community-based movement experiences for children are heavily structured, highly prescriptive and sport-centric, with a near singular focus on development in the physical domain (e.g., performance-related and health-related fitness, sport-specific movement skills, etc.). …”
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Addis Ababa online home rental management system, Ethiopia by Zerihun Gadisa Obse

“…Furthermore, this newly implemented system boasts an excellent database structure that facilitates collaboration among geographically dispersed users. …”
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The International Mycological Association: its history in brief with summaries of its International Mycological Congresses and diverse international relationships by E.G. Simmons

“…In the period 1971 to 2010, nine international congresses have been held, each with its own organizational structure but under the guidance of one of the successive inter-Congress management groups of IMA officers and executive committee members. …”
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Endogenous labour flow networks by Kathyrn R. Fair, Omar A. Guerrero

“…To date, LFN models have relied upon an assumption of static network structure. However, as recent events (increasing automation in the workplace, the COVID-19 pandemic, a surge in the demand for programming skills, etc.) have shown, we are experiencing drastic shifts in the job landscape that are altering the ways individuals navigate the labour market. …”
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GREEN FINANCE FOR SUSTAINABLE DEVELOPMENT: A BIBLIOMETRIC ANALYSIS by Adem Özbek

“…Academic literature covers the periods 2017 to 2024. The intellectual structure and bibliometric analysis of the articles included in the research were made using R programming and R-studio software. …”
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PENGEMBANGAN SISTEM INFORMASI ADMINISTRASI PEMERIKSAAN PASIEN DI INSTALASI RADIOLOGI RSUD KAJEN DENGAN UNIFIED PROCESS by Yadanur Alim, Suhartono Suhartono, Priyo Sidik Sasongko

“…This system was implemented using the Visual Basic.Net programming language and MySQL 5 as its DBMS. This system was tested by using black box method, namely the testing methods that test the functionality of the software without having to know the internal structure of the program. …”
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RESEARCH ON FLASH TEMPERATURE OF CONSTANTLY NO CLEARANCE PRECISION STEEL BALL EQUAL-SPEED TRANSMISSION by XIA JingQi, AN ZiJun, JIANG Wei

“…On the basis of mechanism structure and the flash temperature theory, the instantaneous contact temperature-rise principle of constantly no clearance precision steel ball equal-speed transmission is studied and the formulas of the spin speed on each contact point, maximum contact stress, and frictional power are derived. …”
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Modeling of Multihop Wireless Sensor Networks with MAC, Queuing, and Cooperation by Jian Lin, Mary Ann Weitnauer

“…To efficiently solve the models with high dimension, for the EC networks, we propose a novel computational algorithm by taking advantage of the stochastic shortest path structure of the problem; for the EH networks, we propose a dual linear programming based algorithm by considering the sparsity of the transition matrix. …”
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Optimization Strategies for Auto-Berthing of Unmanned Surface Vessels Using Differential Homeomorphism and the Gauss Pseudospectral Method by Zehui Zhang

“…In order to solve the problem of the lack of lateral driving force of USVs, this paper first uses diffeomorphism transformation to transform the original nonholonomic constraint system into a chain structure. Through this transformation, the problem of the state of the vessel being restricted during motion is avoided. …”
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Robust Predictive Functional Control for Quadrotor Flight Systems by Kai Masuda, Kenji Uchiyama

“…Predictive Functional Control (PFC) has a control structure similar to Model Predictive Control (MPC), determining control inputs by predicting future states using a motion model. …”
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XY-mixer ansatz assisted by counterdiabatic driving for combinational optimization by Yue Ruan, Pengyue Chen, Qi Li, Ling Yang, Zhiqiang Yuan, Xiling Xue, Xi Li, Zhihao Liu

“…In this paper, we propose an extension of the XY-mixer ansatzes to solve optimization problems that do not adhere to this specific subspace structure. For problems, such as maximal independent set, one can employ positive semidefinite programming and a greedy algorithm to obtain upper and lower bounds for the optimal solution, then utilize the XY-mixer ansatzes in the separated subspaces between the upper and lower bounds to address the problem at hand. …”
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Millimeter‐scale genetic gradients and community‐level molecular convergence in a hypersaline microbial mat by Victor Kunin, Jeroen Raes, J Kirk Harris, John R Spear, Jeffrey J Walker, Natalia Ivanova, Christian von Mering, Brad M Bebout, Norman R Pace, Peer Bork, Philip Hugenholtz

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Classification of Upper Bound Sequences of Local Fractional Metric Dimension of Rotationally Symmetric Hexagonal Planar Networks by Shahbaz Ali, Muhammad Khalid Mahmood, Fairouz Tchier, F. M. O. Tawfiq

“…The term metric or distance of a graph plays a vital role in the study to check the structural properties of the networks such as complexity, modularity, centrality, accessibility, connectivity, robustness, clustering, and vulnerability. …”
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Effect of Axial Clearance on Volumetric Efficiency of Non-circular Planetary Gear Hydraulic Motors by Li Xiang, Peng Xianlong

“…It provides a basis for the structural improvement of subsequent motors.…”
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The V4: a Decade after the EU Entry by Eduard Nežinský, Elena Fifeková

“…The main concern for economic policy in the V4 as well as the entire EU continues to be tackling unemployment and facilitating factors´ productivity by structural reforms. The paper makes use of parametric and non-parametric approaches with a view to cross-checking the results obtained on the technological change within the EU at large and across the V4 countries in particular. …”
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Research on Adaptive Model Predictive Control Algorithm for Remotely Operated Vehicle by ZHU Yinggu, ZHANG Dinghua, TU Shaoping, SONG Junhui

“…Aiming at the motion state coupling and model non-linearity of remotely operated vehicle (ROV) caused by the asymmetric structural layout of ROV and changes of center of gravity and center of buoyancy, this paper proposes a model identification algorithm considering the typical nonlinear characteristics of ROV. …”
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