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Application of Machine Learning in Construction Productivity at Activity Level: A Critical Review
Published 2024-11-01“…The review further found that the selection of ML models relies on each particular application, available data, and computational resources. …”
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Real-Time, Risk-Based Clinical Trial Quality Management in China: Development of a Digital Monitoring Platform
Published 2025-04-01“…ConclusionsIn clinical practice, our tool would enable the automated monitoring and detection of risk points throughout all clinical trial stages; accurately identify the most relevant trial procedure and function line; and notify quality management personnel, in real time, to take prompt actions and dynamically prevent the recurrence of quality issues.…”
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1204
Hybrid deep learning optimization for smart agriculture: Dipper throated optimization and polar rose search applied to water quality prediction.
Published 2025-01-01“…We applied this hybrid strategy to a Radial Basis Function Network (RBFN), and validated its performance improvements through extensive experiments, including ANOVA and Wilcoxon tests for both feature selection and optimization phases. …”
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Spatial Pattern and Evolutionary Characteristics of Settlements in Dianchi River Basin from the Perspective of Toponymy
Published 2025-04-01“…By constructing a coupling analysis framework of toponym semantics and spatial attributes, this research confirms the “spatio-temporal code” function of toponym in the process reconstruction of human settlements, and the capability to analyze multi-source heterogeneous data based on the aforesaid function provides a new analytical methodology for the research on watershed human settlements. …”
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Optimization of Deep Neural Networks Using a Micro Genetic Algorithm
Published 2024-12-01“…By exploring different representations and objective functions, including classification accuracy, hidden neuron ratio, minimum redundancy, and maximum relevance for feature selection, eight algorithmic variants were developed, with six variants performing both hidden layers reduction and feature-selection tasks. …”
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Consumers` perception on the use of innovative technologies in creating store atmosphere
Published 2015-05-01“…In this context, the selection made by consumers regarding the stores where to purchase from represents a complex decision-making process, conditioned upon the functional and psychological characteristics, among which store atmosphere plays a special part. …”
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Harnessing evanescent photoacoustic waves for multi-domain imaging
Published 2025-06-01“…Leveraging these features, we develop a proof-of-concept for supercritical angle photoacoustic microscopy (SA-PAM), which utilizes evanescent PA waves to enable new PAM functionalities, such as surface topography reconstruction and edge detection. …”
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Life-threatening bleeding with intussusception due to gastrointestinal stromal tumor: a case report
Published 2019-10-01“…Abstract Background Massive intraluminal bleeding requires urgent intervention and management. However, the source of bleeding on the small intestine is difficult to determine. …”
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Evaluation of the coupling coordination effect of Hefei Rail transit station area based on supply and demand matching.
Published 2025-01-01“…The coupling of supply and demand in the rail transit station area is an important driving force for ensuring the balanced development between the traffic functions and the place performance of the rail transit station area. …”
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Structural Repetition Detector for multi-scale quantitative mapping of molecular complexes through microscopy
Published 2025-07-01“…Understanding these structures provides insights into their functional roles. While super-resolution microscopy can visualise such patterns, manual detection in large datasets is challenging and biased. …”
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Antioxidant Profiling of Botryocladia leptopoda Based on In Silico and In Vitro Studies
Published 2025-05-01“…Thus, B. leptopoda can be considered a promising source of antioxidative products in the functional food and pharmaceutical industries.…”
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Internet Memes as Stabilizers of Conspiracy Culture: A Cognitive Anthropological Analysis
Published 2025-01-01“…Specifically, elements conveying the enduring “cultural themes” of Deception, Delusion, and Superiority function as “cultural resources” that stabilize the community’s culture. …”
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The Roles of Transcrustal Magma- and Fluid-Conducting Faults in the Formation of Mineral Deposits
Published 2025-05-01“…At hydrocarbon fields, they play extremely important roles in conductive and convective heat, as well as in mass transfer to the area of hydrocarbon generation, determining the relationship between the processes of lithogenesis and tectogenesis, and activating the generation of hydrocarbons from oil and gas source rock. Detection of TCMFCFs was carried out using MMSS (the method of microseismic sounding) and MTSM (the magnetotelluric sounding method), in combination with other geological and geophysical data. …”
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Maximum Entropy Principle Based on Bank Customer Account Validation Using the Spark Method
Published 2023-01-01“…This research works in the field of money laundering detection from real bank data. Banking data analysis is a complex process that involves information gathered from various sources, mainly in terms of personality, such as bills or bank account transactions which have qualitative characteristics such as the testimony of eyewitnesses. …”
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TECHNOLOGY FOR EFFICIENT USAGE OF HYDROCARBON-CONTAINING WASTE IN PRODUCTION OF MULTI-COMPONENT SOLID FUEL
Published 2016-03-01“…The paper considers modern approaches to usage of hydrocarbon-containing waste as energy resources and presents description of investigations, statistic materials, analysis results on formation of hydrocarbon-containing waste in the Republic of Belarus. …”
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The necessity of the Black Sea region transport structure improvement
Published 2019-12-01“…The author has developed the algorithm of the logistic system product distribution (LSPD) that functions in two directions. The first one functions along with the creation of the system, when goals and necessary resources are being studied, so, the development and selection of the LSPD functioning options take place. …”
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