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Enhanced Conditional GAN for High-Quality Synthetic Tabular Data Generation in Mobile-Based Cardiovascular Healthcare
Published 2024-11-01“…The generation of synthetic tabular data has emerged as a critical task in various fields, particularly in healthcare, where data privacy concerns limit the availability of real datasets for research and analysis. …”
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Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method
Published 2025-02-01“…In response, we present an automated tabular extraction method for harvesting tabular geoscience data. …”
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USING SPREADSHEET SOFTWARE TO PLOT DISTRIBUTION CURVES IN FORENSIC ANALYSIS OF POWDERS (A CASE STUDY OF POLYMER POWDER)
Published 2015-03-01“…The step-by-step way of processing of empirical data for plotting of distribution of particles by the sizes is described and is shown that use thus of tabular processors significantly allows to simplify performance of necessary calculations.…”
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Enhancing FT-Transformer With a Matérn-Driven Kolmogorov-Arnold Feature Tokenizer for Tabular Data-Based In-Bed Posture Classification
Published 2025-01-01“…In this paper, we explore in-bed posture classification using FT-Transformer, a model that employs 1D tabular inputs instead of the commonly used 2D pressure heatmaps. …”
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TRACE: Transformer-Based Risk Assessment for Clinical Evaluation
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Formation of Competences in the Field of Information Security for Future Bachelors of Applied Informatics
Published 2024-07-01“…As part of the study, a tabular model for the formation of competencies in the field of information security was developed based on the competency-based approach. …”
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Defect Prediction in CWDM Optical Modules Using Multimodal Learning
Published 2025-01-01“…To overcome these limitations, this paper proposes a deep learning-based multimodal learning framework for defect prediction that integrates manufacturing process data (tabular features) and optical eye diagram images from the module’s receiver. …”
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Half-hourly electricity price prediction model with explainable-decomposition hybrid deep learning approach
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PROCESS RENOVATION: CASE STUDY OF A LIQUIDITY PLANNING PROCESS OF THE NATIONAL BUDGET IN SLOVENIA
Published 2024-12-01“…Theoretical findings are presented for the case study of the liquidity planning process of the national budget. They present the renovation process and the effects of the improvements achieved using the Object-Oriented Method (TAD) approach, which is based on a tabular representation, and the Aris method for the graphic depiction of the model of the business process flow based on the BPMN standard for business process modelling. …”
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Using Large Languge Models for Processing Sensor Data
Published 2025-07-01“…We observe that some of the smaller models are incapable of correctly extracting data from freeform text but are skilled in processing tabular data. On the other hand, larger models are more robust and avoid conversion mistakes more easily.…”
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Inflationary Processes in Russia Amid the COVID-19 Pandemic
Published 2021-07-01“…The article examines inflationary processes in Russia and the impact of the coronavirus recession on them. …”
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Implementation of flexible DEA structure in the management of business processes
Published 2023-01-01“…The research results in this paper are presented in tabular and graphical form.…”
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Application of Markov processes for analysis and control of aircraft maintainability
Published 2020-02-01“…Markov processes are a particular case of stochastic processes, which take place during aeronautical equipment operation. …”
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Information Content Assessment of the Federal Budget and the Budget Process in the Russian Federation
Published 2022-08-01“…Quantitative methods of processing the initial data, tabular and graphical methods of visualizing the results of the study were used. …”
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Simulating the processes controlling ice-shelf rift paths using damage mechanics
Published 2023-12-01“…Our modeling framework lays the foundation for robust simulation of rifting and tabular calving processes, which can enable future studies on ice-sheet–climate interactions, and the effects of ice-shelf buttressing on land ice flow.…”
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Processing and consolidation of open data on public procurement in France (2015–2023)Zenodo
Published 2025-02-01“…This paper introduces a tabular dataset derived from the processing and consolidation of online public procurement notices. …”
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IMPROVING THE EFFICIENCY OF EXPERIMENTAL DATA PROCESSING AT CUBIC SPLINES’ INTERPOLATION BY “THE SHIFT TECHNIQUE”
Published 2018-05-01“…Introduction. To process the experimental data, interpolation and smoothing cubic splines are widely used in practice. …”
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A Pipeline for Multivariate Time Series Forecasting of Gas Consumption in Pelletization Process
Published 2025-05-01“… Gas consumption is a critical aspect of the pelletizing process, directly influencing operational costs and environmental impact. …”
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