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Tensor tree learns hidden relational structures in data to construct generative models
Published 2025-01-01“…The proposed method offers enhanced performance and uncovers hidden relational structures in the target data. We illustrate potential practical applications with four examples: (i) random patterns, (ii) QMNIST handwritten digits, (iii) Bayesian networks, and (iv) the pattern of stock price fluctuation pattern in S&P500. …”
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83
Offline System for 2D Indoor Navigation Utilizing Advanced Data Structures
Published 2025-03-01“…The system leverages advanced spatial modeling techniques to optimize pathfinding and resource efficiency. Utilizing a structured development process, the proposed solution integrates lightweight data structures and modular components to minimize computational load and enhance scalability. …”
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84
Enhanced Semantic Retrieval with Structured Prompt and Dimensionality Reduction for Big Data
Published 2025-07-01Subjects: “…big data…”
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85
Quality Dimensions for Automatic Assessment of Structured Cyber Threat Intelligence Data
Published 2025-04-01“…Specifically, we introduce new dimensions to accommodate the requirements of the technical and tactical levels of CTI data. A comprehensive CTI quality assessment is proposed on CTI data provided in structured STIX 2.1 notation. …”
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86
Hospital Accessibility Catchment Areas as a Fuzzy Lattice Data Structure
Published 2024-10-01Get full text
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87
Panel Data Analysis of Export Structure and Growth: Case of BRICS-T Countries
Published 2024-07-01“…Realisation of specialisation in areas dominated by technological production structure and the technological level of exported goods are essential determinants of macroeconomic performance. …”
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88
Comprehensive testing of large language models for extraction of structured data in pathology
Published 2025-03-01“…Abstract Background Pathology departments generate large volumes of unstructured data as free-text diagnostic reports. Converting these reports into structured formats for analytics or artificial intelligence projects requires substantial manual effort by specialized personnel. …”
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89
AUTOMATION OF OPERATIONAL CONTROL OF DATA FLOWS OF THE METALLURGICAL ENTERPRISE ORGANIZATIONAL STRUCTURE
Published 2006-05-01Get full text
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90
THE STRUCTURE OF COSTS OF ANTIEPILEPTIC THERAPY ACCORDING TO THE DATA OF CENTER FOR CHILDREN WITH EPILEPSY
Published 2015-07-01Get full text
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91
NEW DATA ON THE GEOLOGICAL STRUCTURE OF THE SYNNYR ULTRA-K INTRUSIVE FORMATION
Published 2022-10-01“…An extensive complex of geological and geochemical studies has been carried out, including exploratory drilling, which was carried out on the massif for the first time. The data obtained made it possible to significantly change the idea of the structure of the massif, including a different look at the regularities of the placement of potash-alumina ores, significantly increasing the ore potential and the reliability of its assessment. …”
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92
Simplex-structured matrix factorisation: application of soft clustering to metabolomic data
Published 2025-05-01“…The SSMF presented successfully estimates a soft clustering of the metabolomic data. It provides an interpretable representation of the data structure using the cluster prototypes combined with cluster memberships. …”
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93
Structuring Multidimensional Data in the Study of the Development of Information Society in Russian Regions
Published 2019-12-01Subjects: Get full text
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94
The method to develop classifi ers based on geometrical interpretation of data structure
Published 2014-04-01“…It is based on metric approach to representations, generated by statistical methods of geometric interpreting of data structure.…”
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95
Estimation of interface tension in the structured disperse systems using rheological data
Published 2006-04-01“…A novel equation was obtained with the use of Deriagin equation and equation for estimation of the yield strength of structured emulsion. This equation permits us to estimate the surface tension in the water medium-oil particle interface (P-M) with the aid of experimental data. …”
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96
SemantiPack: An Efficient Real-World Data Compressor Using Structural and Semantic Metadata
Published 2025-01-01“…The exponential growth of Real-World Data (RWD), primarily collected from IoT sensors and spanning domains such as mobility, environment, and energy consumption, presents critical challenges due to its scale, heterogeneity, and structural variability. …”
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97
Preliminary data on terrestrial isopods from some railways in Dobruja, eastern Romania
Published 2021-06-01Get full text
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98
Ancestor regression in structural vector autoregressive models
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99
Social environment and brain structure in adolescent mental health: A cross-sectional structural equation modelling study using IMAGEN data.
Published 2023-01-01“…The current study addressed that gap by applying structural equation modelling to IMAGEN data from adolescents aged 14 years (n = 1950). …”
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100
Characterising the Thematic Content of Image Pixels with Topologically Structured Clustering
Published 2025-01-01“…This output provides a topologically structured representation of the image data, allowing spectrally similar pixels to be grouped together and the similarity of different clusters to be assessed. …”
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