Search Results - data processing methods

Quality of explanation in medical articles: A systematic review by Seyedeh Zahra Hashemi Nejad, Keyvan Salehi

“…Data analysis was performed using Altheide's method. …”
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Empowering self-care: leveraging user insights to co-design AI-powered self-care technology for Parkinson's disease by Sylvie Grosjean, Lauriane Giguère, Jason Leach, Tiago Mestre

“…The data collection process involved the use of two methods: weekly diary entries and semi-structured interviews. …”
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Leveraging hybrid model of ConvNextBase and LightGBM for early ASD detection via eye-gaze analysis by Ranjeet Bidwe, Sashikala Mishra, Simi Bajaj, Ketan Kotecha

“…This proposed work offers • A novel method of ConvNextBase and LightGBM leveraging eye position as a feature for early detection of autistic traits. • A new ConvNextBase architecture proposed with few unfreezed layers and extra dense layers with units of 512 and 128, respectively, and dropout layers with a rate of 0.5 that extract rich, high-level, and more complex features from the images to improve generalization and mitigate overfitting. • A LightGBM model performed classification using 3-fold cross-validation and found the best parameters for bagging_function, feature_fraction, max_depth, Number_of_leaves and learning_rate with values of 0.8, 0.8, −1, 31 and 0.1 respectively, to improve the model's robustness on unseen data.This proposed method is trained and tested on the publicly available Kaggle dataset, and results are benchmarked with other state-of-the-art methods. …”
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Acceptability of risk stratification within population-based cancer screening from the perspective of healthcare professionals: A mixed methods systematic review and recommendation... by Lily C Taylor, Katie Law, Alison Hutchinson, Rebecca A Dennison, Juliet A Usher-Smith

“…Quality of the included studies was assessed using the Mixed Methods Appraisal Tool. Data were analysed using the Joanna Briggs Institute convergent integrated approach to mixed methods analysis and mapped onto the Consolidated Framework for Implementation Research using a 'best fit' approach. …”
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Prospects for the use of IT for the selection and assessment of suppliers of materials and components by Y. N. Hulevich, G. M. Nalivaiko

“…The local Access database has its own tables, forms, reports and other DB facilities of the organization with a relatively small amount of data. With the help of the scoring method, suppliers are ranked by their level of reliability. …”
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3D Measurement of Particle Movement in a Silo Using Magnetic Positioning and Inertial Navigation Technologies by Hongyang Dai, Yiming Li, Shijie Wang, Ran Li, Hui Yang

“…The experimental results reveal the laws of motion of granular flow in the silo, and provide data reference for improving the storage and transportation of particle materials in industrial production process.…”
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THE INFLUENCE OF THE PRE-ORGANIZED CRACKS IN THE TENSILE ZONE OF THE REINFORCED CONCRETE BEAM UNDER STATICALLY SHORT-TERM LOADING by A. Chhom, A. M. Kurobanov, F. K. Sametov

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ABOUT SOME METHODOLOGICAL ASPECTS OF MODELING OF INNOVATIVE TRANSFORMATION OF SOCIAL AND ECONOMIC SYSTEMS by M. K. Dudin, N. V. Lyasnikov

“…Modeling is considered in process aspect taking into account use of special predictive procedures and data-logical models for definition of the directions and specifics of movement of technologies, and also the directions of scientific and technical and technological development, as main conditions of innovative transformation of social and economic systems.…”
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Determination of Parameters of Electrode Metal Transported Drops by Simulation and Visualization by D. P. Ilyaschenko, A. V. Kryukov, E. V. Lavrova, M. A. Kuznetsov, E. V. Verkhoturova

“…The nature of the molten electrode metal melting and transfer is the main process parameter of manual metal arc welding (MMA) with coated electrodes. …”
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Conclusion and performance of commercial contracts with the use of information technologies by S. Y. Filippova

“…The article attempts to evaluate the possibilities of using blockchain and smart contract technologies, as well as big data and artificial intelligence technologies in traditional commercial contracts. …”
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Features of online sociological studies of risks of financial behavior of the population in the information and communication network Internet by M. Kibakin

“…Separately, the characteristic of the obtained primary sociological data has been given by the method of technological access – analysis of blogs, the use of search engines for keywords, the inclusion of intelligent monitoring systems and analysis of social media, which are implemented either on stationary or mobile computer devices. …”
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Numerical Solution to the Problem of Thermal Conductivity in a Porous Plate with a Topology of Triply Periodic Minimal Surfaces by K. V. Gubareva, A. V. Eremin

“…This will improve the understanding of the thermodynamic processes occurring in such systems.Materials and Methods. …”
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DESIGN OF AN IMPROVED MODEL FOR CARDIOVASCULAR DISEASE DETECTION USING DEEP CANONICAL CORRELATION ANALYSIS AND BIOINSPIRED OPTIMIZATION by Prakash Chandra Sahoo, Binod Kumar Pattanayak, Rajani Kanta Mohanty, Ayasa Kanta Mohanty

“…Cardio Vascular Diseases (CVDs) are one of the most prevalent causes of death in the world and require an appropriate early detection method that could satisfactorily integrate diversified patient data available in today's healthcare. …”
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Mediation as an alternative form of pre-trial settlement of a tax dispute: doctrinal approaches and law enforcement practice by L. L. Arzumanova

“…The settlement of tax disputes is quite understandable, since this mechanism allows to keep an economic entity on the market, on the one hand, and to replenish the state budget on the other.The purpose of the article is to confirm or disprove hypothesis that the current mechanism of pre-trial settlement of disputes established in the Russian Tax Code does not correspond to the techniques of the mediation process. The methodological basis of the research was formed by general scientific methods of cognition, which include the principles of objectivity and system analysis of the information collected during preparation of the publication. …”
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Dynamics of dry-to-wet abrupt alternation events in mainland China from 1961 to 2022: A novel identification method integrating daily soil moisture and precipitation by Liaofeng Liang, Jun Xia, Zhonggen Wang

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Evaluation of knowledge, attitude, and response regarding transfusion-transmitted infections in blood donors sero-reactive for viral markers during postdonation counselling as an a... by Anju Dubey, Atul Sonker

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INTELLECTUAL ELECTRONIC DOCUMENTATION OF TECHNOLOGICAL OBJECTS IN PLM SYSTEM by Andrey K. Tugengold, Alexander S. Tishin, Alexey F. Lysenko, Zakhar A. Tsishkevich

“…An innovative approach to the documentation of technological objects is presented. Recommendations and methods for the development of the intellectual passport for technological objects in PLM system, its knowledge bases, organizations, data and knowledge presentation and processing are given.…”
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Isolation, Identification and Quantitative Determination of Anthracene Derivatives by HPLC-UV Method in the Raw Materials of Some Representatives of the Genus <i>Rumex</i> of Three... by A. M. Poluyanov, A. Yu. Sokolova, E. A. Malashenko, E. V. Sergunova, N. V. Bobkova

“…The solutions were analyzed on a Nexera-i LC-2040 chromatograph (Shimadzu Corporation, Japan) equipped with a column and sample thermostat, a degasser, and an autosampler using an individually selected mobile phase elution gradient (0.1 % phosphoric acid/acetonitrile solution). Primary data were processed using LabSolutions Single LC software (Shimadzu Corporation, Japan). …”
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Design of Instrumentation and Control Components of Power Distribution Systems by Y. A. Klimenko, Y. E. Lvovich, A. P. Preobrazhensky

“…Universal models and algorithms are required to implement processes in power components and identify their optimal parameters. …”
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Machine Learning in the National Economy by Azamjon A. Usmonov

“…Methods of cleaning, normalization, and data transformation were used for data processing to improve model accuracy. …”
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