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Lux: A Generative, Multioutput, Latent-variable Model for Astronomical Data with Noisy Labels
Published 2025-01-01“…While machine learning methods provide efficient paths toward emulating physics-based pipelines, they often do not properly account for uncertainties and have complex model structure, both of which can lead to biases and inaccurate label inference. …”
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3123
CRITIC-WASPAS method for multi-attribute group decision-making based on T-spherical fuzzy projection model and its application to foreign fiber content grade evaluation
Published 2025-08-01“…The expert membership matrix projection and the CRITIC method are employed to determine attribute weights, thereby enhancing the rationality of the weighting scheme. …”
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3124
Research on formal description and verification of automated trust negotiation
Published 2011-01-01“…First,a unified ATN formal framework was presented,into which typical negotiation strategies could be reduced.Second,the formal verification of ATN was defined based on the formal framework.The objectives and procedures of the formal verification of ATN were described.Third,several typical negotiation strategies were discussed,and the computational complexity of the corresponding verification problems was shown,several conclusions had been obtained.Last,the formal verification of ATN was implemented by using logic programming and model checking methods.The experimental results show that the number of rules is a crucial factor in determining the runtime.Both logic programming and model checking are efficient when the number of transition rules is small,and logic programming does not scale as well as model checking.…”
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3125
Research on formal description and verification of automated trust negotiation
Published 2011-01-01“…First,a unified ATN formal framework was presented,into which typical negotiation strategies could be reduced.Second,the formal verification of ATN was defined based on the formal framework.The objectives and procedures of the formal verification of ATN were described.Third,several typical negotiation strategies were discussed,and the computational complexity of the corresponding verification problems was shown,several conclusions had been obtained.Last,the formal verification of ATN was implemented by using logic programming and model checking methods.The experimental results show that the number of rules is a crucial factor in determining the runtime.Both logic programming and model checking are efficient when the number of transition rules is small,and logic programming does not scale as well as model checking.…”
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3126
Natural fibers for hydrogels production and their applications in agriculture
Published 2017-10-01“…Consequently, this paper shows some methodologies used to evaluate the hydrogels efficiency and to collect in tables, relevant information in relation to methods of natural fibers modification and hydrogel synthesis. …”
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3127
Optimization of Stope Structural Parameters for Steeply Dipping Thick Ore Bodies: Based on the Simulated Annealing Algorithm
Published 2024-12-01“…Based on practical engineering needs, a stope span of 15.0 m, a pillar width of 10.0 m, and a roof thickness of 11.9 m were determined as the optimal structural parameters, achieving a balance between safety and economic efficiency.…”
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3128
Assessment of farmers’ preferences for growing particular crops and the correlation with land suitability
Published 2023-06-01“…Farmers’ preferences were analyzed using the discrete choice experiment (DCE) method, and land suitability was analyzed using the fuzzy method. …”
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3129
Comprehensive and robust stability-indicating reversed phase high performance liquid chromatography (RP-HPLC) method for Rivaroxaban: synergistic integration of infrared spectrosco...
Published 2025-04-01“…The LOD for impurities and degradants was determined to be 0.3 ppm, while the LOQ was 1 ppm. This stability-indicating method is highly suitable for routine quality control and analytical applications in both raw materials and finished drug products, owing to its simplicity, efficiency, and robustness.…”
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3130
Internal audit of costs on fixed assets repair
Published 2016-12-01“…The paper specifies the goals and objectives of internal expenditures on repair and modernization of fixed assets, depending on the sources of such facilities to the company, allowing the author to determine the documentary control methods to be applied by an auditor to perform each task. …”
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3131
SegTrackDetect: A window-based framework for tiny object detection via semantic segmentation and tracking
Published 2025-05-01“…SegTrackDetect is optimized with inference speed in mind, offering a highly efficient pipeline while providing users with the flexibility to customize models. …”
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3132
Comparative Analysis of the Effectiveness of the Budget Funds Use at the Regional Level
Published 2023-09-01“…In this region, starting from 2019, the priority of the task of developing a program-targeted method of budget planning has been reduced, but the region has achieved high efficiency in the use of budget funds due to rational management of budget debt. …”
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3133
A simple, cost-effective, and sustainable method for extraction and quantification of chebulagic acid from Terminalia bellirica (Gaertn.) Roxb. using RP-HPLC: A comparative study
Published 2024-12-01“…This study optimized methods for determining CA in T. bellirica, focusing on fruit samples and prioritizing simplicity, cost-effectiveness, less time duration, and sustainability. …”
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3134
Significant enhancement of nitrogen photofixation to ammonia and hydrogen storage by a MIL-53 (Fe) based novel plasmonic nanocatalysis at ambient condition
Published 2025-04-01“…In this study, Ag/AgCl and Pd plasmonic NPs on the MIL-53 (Fe) by solvothermal method for Nitrogen (N2) photofixation to ammonia (NH3) with high efficiency under ambient conditions. …”
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3135
Recognition of Aerodynamic Objects on Spectral Portraits Taking into Account Design Features of Turbojets
Published 2023-10-01“…To form a posteriori probability density, the numerical method of Monte-Carlo was used. The results of the mathematical modelling, confirming the efficiency of the proposed device, are presented.…”
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3136
Morphine and codeine in racing horse feed: is there reason for concern?
Published 2025-03-01“…However, a positive antidoping test may be due to the consumption of feed (mainly lucerne or oats) contaminated by opium poppy containing the alkaloids morphine and codeine. In order to determine whether a positive antidoping test is the result of an intentional abuse of opiates or consumption of feed contaminated by poppies, we optimised conditions for the extraction of morphine and codeine from dehydrated lucerne and developed and validated a gas chromatography-mass spectrometry (GC-MS) method for the simultaneous determination of both analytes. …”
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3137
基于DB-FastFAME色谱柱的气相色谱法 测定食用植油脂肪酸组成Determination of fatty acid composition of edible vegetable oil by gas chromatography based on DB-FastFAME column...
Published 2025-05-01“…The method resolution, precision, accuracy and column efficiency were analyzed. …”
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3138
Particle Movement in DEM Models and Artificial Neural Network for Validation by Using Contrast Points
Published 2024-12-01“…The method of contrast points was utilized to acquire spatial co-ordinates of particulate material movement from experimental measurements, facilitating precise trajectory determination and the subsequent verification of simulation predictions. …”
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3139
The features of changes in orientations to employment among bachelor’s graduates
Published 2020-01-01“…The aim of the research is to identify the dynamics and qualitative changes in values, which determine the choice of the future workplace by university graduates, as well as the degree of compliance of the claims of young specialists with the requirements imposed by employers.Methodology and research methods. …”
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Co-Optimization Operation of Distribution Network-Containing Shared Energy Storage Multi-Microgrids Based on Multi-Body Game
Published 2025-01-01“…Under the carbon peaking and carbon neutrality target background, efficient collaborative scheduling between distribution networks and multi-microgrids is of great significance for enhancing renewable energy accommodation and ensuring stable system operation. …”
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