A compositional model for effort‐aware Just‐In‐Time defect prediction on android apps by Kunsong Zhao, Zhou Xu, Meng Yan, Lei Xue, Wei Li, Gemma Catolino

“…In this study, a novel compositional model, called KPIDL, is proposed to conduct the JIT defect prediction task for Android apps. …”
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On Complexities of Impact Simulation of Fiber Reinforced Polymer Composites: A Simplified Modeling Framework by M. Alemi-Ardakani, A. S. Milani, S. Yannacopoulos

“…Impact modeling of fiber reinforced polymer composites is a complex and challenging task, in particular for practitioners with less experience in advanced coding and user-defined subroutines. …”
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Soil organic carbon estimation using spaceborne hyperspectral composites on a large scale by Xiangyu Zhao, Zhitong Xiong, Paul Karlshöfer, Nikolaos Tziolas, Martin Wiesmeier, Uta Heiden, Xiao Xiang Zhu

“…For this regression task, different machine learning and deep learning methods were implemented and explored. …”
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Development of approaches to improving organization structure and staff composition of construction companies in terms of costs by Jawed Serat

“…To achieve maximum effect in completing construction tasks, it is important to improve organization structure and staff composition taking into account costs. …”
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Polymeric compositional materials based on polycarbonate for units of devices for transform solar into thermal energy by V. I. Sytar, K. M. Sukhyy, O. S. Kabat, I. I. Nachovnyi

“…These tasks are carried out by the way of substitution the main elements of device for transform solar into thermal energy by development polymeric compositional materials (PCM). …”
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Convergence analysis of iterative compositions in nonlinear modeling: exploring semilocal and local convergence phenomena by Sunil Kumar, Janak Raj Sharma, Ioannis K. Argyros

“… In this work, a comprehensive analysis of a multi-step iterative composition for nonlinear equation is performed, providing insights into both local and semilocal convergence properties. …”
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A Latency Composition Analysis for Telerobotic Performance Insights Across Various Network Scenarios by Nick Bray, Matthew Boeding, Michael Hempel, Hamid Sharif, Tapio Heikkilä, Markku Suomalainen, Tuomas Seppälä

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SOFTWARE OPTIMIZATION TECHNOLOGY OF AIRCRAFT COMPOSITION IN OPERATIONAL PLANNING IN THE AEROSPACE SEARCH AND RESCUE SYSTEM by A. V. Sobolev, V. A. Popov

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Bridging gaps: the role of gender and team composition in collective intelligence within STEM education by Francisca Beroíza-Valenzuela, Natalia Salas-Guzmán, David Huepe

“…This study examines the impact of gender dynamics and team composition on collective intelligence (CI) in STEM higher education, addressing performance variability in individual and collaborative tasks. …”
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Research of the operation of an autonomous electrical complex with a combined composition of backup power sources by S. S. Chervonchenko, V. Ya. Frolov

“…For the successful fulfillment of the tasks set, this study applied the methods of mathematical modeling of power supply systems, methods of simulation modeling, the theories of automatic control, automated electric drive, and electrical circuits. …”
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The male gaze explored: Ranking thinness and attractiveness of female body shapes. by Revital Naor-Ziv, Yaarit Amram-Veitz, Joseph Glicksohn

“…This is seen when in one task our male participants rank-ordered 8 composite images of a female body, derived from a Torso (thin vs. large) × Leg (thin/large vs. medium) × Arm (thin vs. large) design, from thinnest to largest. …”
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Circularly Polarized Luminescence in Composite Films: A Combination of Perovskites and Chiral Nematic Liquid Crystals by Guang Chen, Lingtong Meng, Shuting Liu, Liang Peng

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Mechanical properties, thermal conductivity, and modeling of boron nitride-based polymer composites: A review by T. E. Mokoena, S. I. Magagula, M. J. Mochane, T. C. Mokhena

“…Furthermore, most of the theoretical models are used to predict the thermal conductivities of boron nitride-polymers composites fitted well with experimental data. This proved that the models could be used to predict the properties of boron nitride composites before their experimental data. …”
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Qualitative characteristics of thin-cut smoking tobacco and the chemical composition of the smoke of products made from it by E. Yu. Smirnova, E. V. Gnuchikh

“…However, this type of product remains poorly understood, including the chemical composition of its smoke. The analysis of the data on the chemical composition of the smoke of smoking tobacco products of various designs is an urgent task from the point of view of assessing the toxic load. …”
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Model of interaction between laser radiation and metal powder composition during direct laser growth by A. V. Balyakin

“…The metal-powder composition is fed into the melting zone coaxially with laser radiation; the task is to completely melt the powder with laser radiation before it enters the melt bath on the construction platform. …”
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Textural characteristics of composite adsorbents analyzed with density functional theory and self-consistent regularization procedure by V. M. Gun'ko

“…The aim of this study, to solve the mentioned task, is to develop a self-consistent regularization (SCR) procedure applied to integral adsorption equations based on complex models with slit-shaped and cylindrical pores and voids between spherical particles packed in random aggregates (SCV model) for two or three types of components (such as activated carbon, carbon black, silica gel, and fumed silica) in composites, mechanically treated, with application of the density functional theory (DFT) method. …”
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Development of the Composition and Technology of Capsules Containing Peony Evadiant Rhizomes and Roots Dry extract and Glycine by E. A. Zamakhaeva, M. M. Smirnova, O. A. Oleshko, M. V. Chirkova

“…The development of dosage forms of sedative action is an urgent task of pharmaceutical technology in view of the prevalence of diseases of the nervous system. …”
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Justification of antiadhesive components choice for the composition of effervescent tablets with thick extract of betula verrucosa leaves by O. O. Chumak, Ye. A. Bezrukavyi

“…To determine the optimal composition of antiadhesive components for the production of effervescent tablets with a thick extract of silver birch leaves. …”
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EzSkiROS: enhancing robot skill composition with embedded DSL for early error detection by Momina Rizwan, Christoph Reichenbach, Ricardo Caldas, Matthias Mayr, Volker Krueger

“…We describe design patterns suitable for robot programming and show how to use these design patterns for DSL embedding in Python, using two case studies on an open-source robot skill platform SkiROS2, designed for the composition of robot skills. These two case studies help us understand how to use DSL embedding on two abstraction levels: the high-level skill description that focuses on what the robot can do and under what circumstances and the lower-level decision-making and execution flow of tasks. …”
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Few-shot Remote Sensing Imagery Recognition with Compositionality Inductive Bias in Hierarchical Representation Space by Shichao Zhou, Zhuowei Wang, Zekai Zhang, Wenzheng Wang, Yingrui Zhao, Yunpu Zhang

“…New patches are allocated to the nearest cluster centroid, and then we obtain the posterior representation; 2) compositional and discriminative representation. We introduce a hierarchical context prediction mechanism for compositional representation learning, utilizing a predictive NCE loss function to encourage global remote sensing scenes to accurately predict similar local parts, and thus automatically inferring compositional representations of high-level but discriminative latent concepts. …”
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