Constructing concepts without feedback: An empirical investigation of how relational information affects multidimensional concept completion behavior in an unsupervised task. by Charles A Doan, Ronaldo Vigo

“…The ability of humans to intentionally learn, without feedback, unidimensional stimulus relations in categorization tasks has been empirically established over the past two decades. …”
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Risk Analysis of Musculoskeletal Disorders (MSDs) in Workers Handling LPG Gas Cylinders Manually Using the NIOSH Multi-Task Method by Etika Muslimah, Nugraeni Dwi Hapsari, Muchlison Anis, Much Djunaidi, Fatiha Widiyanti, Melisa Febriani, Siti Nandhiroh, Munajat Tri Nugroho, Dinda Safitri Ramadhani

“…This activity involved four workers, but those observed were workers 2 and 4 who were tasked with unloading gas cylinders from the truck. …”
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Skin Microbiome Composition and Key Factors of its Barrier Function by Nikolay N. Murashkin, Ekaterina S. Pavlova, Roman V. Epishev, Alexander I. Materikin, Roman A. Ivanov, Alena A. Savelova, Dmitriy V. Fedorov, Maria A. Leonova

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Balanced composition of multicomponent groats in conditions of the adequate nutrition concept by S. V. Zverev, O. V. Politukha

“…The concept of adequate nutrition envisages the compliance of a diet or a multicomponent product with multiple specific criteria, including the balance of proteins, fats and carbohydrates (P: F: C), biological value of protein, the presence of necessary vitamins and minerals in the composition and so on. Adherence to the theory of adequate nutrition is a multicriterion task, which solution in the full measure is not considered possible. …”
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The Quality and Composition of Iranian Low-Salt UF-White Cheese by Alireza Shahab Lavasani

“…In cheese, the reduction of salt is still a challenging task, as sodium chloride exerts multiple and fundamental functions. …”
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Evaluation framework for the generation of continental bare surface reflectance composites by Paul Karlshoefer, Pablo d’Angelo, Jonas Eberle, Uta Heiden

“…Since several years, temporal composites of bare soil reflectances derived from multispectral satellite data are used as input for soil property modeling. …”
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Selection and Use of Antioxidants-radioprotectors in the Composition of Therapeutic Radiopharmaceuticals (Review) by E. P. Pavlenko, A. A. Larenkov, Iu. A. Mitrofanov

“…Selection of the optimal composition of the dosage form is an urgent task, as it will ensure high-quality RPs both at the time of preparation and during the shelf life and delivery to the end user, which will greatly facilitate the use and centralized supply of therapeutic RPs. …”
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Using the method of inverse growth calculations to determine the age composition of catches for certain species of marine commercial fish by A. O. Zolotov

“…The method may be useful for solving practical tasks of calculation the age composition in catches and subsequent assessments of stock and allowable catch volume for marine fish species.…”
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Compositional Scheduling in Industry 4.0 Cyber-Physical Systems by Fernando Tohmé, Daniel Rossit

“…A particularly relevant challenge is the optimal scheduling of tasks that require the collaboration of multiple CPSs. …”
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Deep learning for property prediction of natural fiber polymer composites by Ivan P. Malashin, Dmitry Martysyuk, Vladimir Nelyub, Aleksei Borodulin, Andrei Gantimurov, Vadim Tynchenko

“…These studies demonstrate that specialized architectures, including hybrid CNN–MLP models, feedforward ANNs, graph convolutional networks, and DNNs, provide high accuracy in predicting mechanical, thermal, and chemical properties of polymer composites and biodegradable plastics. Among these, DNNs have consistently shown superior performance in capturing complex nonlinear relationships within heterogeneous datasets, highlighting their suitability for materials characterization and optimization tasks. …”
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Enhancing Heterogeneous Multi-Robot Teaming for Planetary Exploration by Amrita Suresh, Melvin Laux, Wiebke Brinkmann, Leon C. Danter, Frank Kirchner

“…By utilizing the formalism of contextual Markov decision processes, team composition can be incorporated into the learning process and used for more meaningful and reliable evaluation using measures such as total time, overall consumed energy, performance feedback from tasks, or damage incurred. …”
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Cross-Modal Compositional Learning for Multilabel Remote Sensing Image Classification by Jie Guo, Shuchang Jiao, Hao Sun, Bin Song, Yuhao Chi

“…The multilabel image classification task is modeled as the feature distance measurement task, and the visual features of images and the semantic information of labels are mutually promoted by the method. …”
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Comparison of clustering of 16S and 5S RNA genes of bacteria by their triplet composition by Ovchinnikova Iuliia, Leonov Vyacheslav

“…The study of biological macromolecules such as RNA and the search for novel methods to analyze them is a crucial task due to their fundamental importance in all living organisms. …”
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The development of cream-mask base composition for androgenetic alopecia prevention and treatment by M. I. Fedorovska

“…Androgenetic Alopecia (AA) treatment nowadays is still a difficult task of dermatology as the range of drugs that affect the pathological link of disease and are safe for prolonged use, is limited. …”
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Theoretical aspects of structural and simulation modeling of the macrostructure of composite building materials by Adilhodzhaev A.I., Mahamataliev I.M., Shaumarov S.S.

“…At the present time, the description of the joint work of multi-component, high-quality concretes in the framework of the structural and simulation modeling of cement composites is a very topical task of building materials science. …”
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Mechanochemical activation of steelmaking slag to obtain a cementless composite binder by E. V. Korneeva

“…Based on the used mechanically activated slag raw materials, a cementless binder of a matrix structure was obtained.Conclusion. The creation of composite binders using steel-smelting slag is relevant today as part of a large-scale task of construction and technological utilization of technogenic formations.…”
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Using Artificial Neural Networks to Determine Wear of Composite Friction Material by A. V. Liashok, Yu. B. Popova

“…The development of methodology and methods for accelerating the assessment of wear resistance is an important scientific and practical task. The paper presents the results of using artificial neural networks to predict the service life of a composite friction material based on copper on the sliding speed, pressure on the material and the amount of lubricant supplied to the friction zone. …”
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On the issue of forming the properties of restoration compositions based on air and hydraulic binders by P. D. Bataeva, Z. Z. Alarhanova, Kh. M. Bataeva, A. D. Bataev

“…Heat and mass transfer in the processes of decarbonization and carbonization of air and hydraulic lime binders and repair and restoration compositions based on them is considered, knowledge of which is necessary for the design of equipment and technological processes for the production of mineral binders, as well as technologies and compositions for repair and restoration work. …”
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NOVEL APPROACH TO DESIGN OF LIGHTWEIGHT AND RELIABLE COMPOSITE PRIMARY AIRCRAFT STRUCTURES by M. Ch. Zichenkov, I. O. Kondakov, A. N. Shanygin

“…The approach presumes simultaneous solu- tions of design tasks on different levels of detailing of composite aircraft structure within the frames of the one integral design stage. …”
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Studies on characterization of composite materials components for part production in agricultural industry by Imad Rizakalla Antypas, Alexey G. Dyachenko

“…Particularly, the task is to assist manufacturers in getting access to new technologies, to demonstrate the possibility of localizing the composite materials production. …”
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