Results 11 to 20 of about 120,163 (264)

Text Mining and Ruin Theory

open access: yesRevstat Statistical Journal, 2020
This paper aims to analyze unstructured data using a text mining approach. The work was motivated in order to organize and structure research in Risk Theory.
Renata G. Alcoforado   +1 more
doaj   +1 more source

Multi-Layout Unstructured Invoice Documents Dataset: A Dataset for Template-Free Invoice Processing and Its Evaluation Using AI Approaches

open access: yesIEEE Access, 2021
The daily transaction of an organization generates a vast amount of unstructured data such as invoices and purchase orders. Managing and analyzing unstructured data is a costly affair for the organization.
Dipali Baviskar   +2 more
doaj   +1 more source

Selective prediction for extracting unstructured clinical data

open access: yesJournal of the American Medical Informatics Association, 2022
AbstractElectronic health records represent a large data source for outcomes research, but the majority of EHR data is unstructured (e.g. free text of clinical notes) and not conducive to computational methods. While there are currently approaches to handle unstructured data, such as manual abstraction, structured proxy variables, and model-assisted ...
Akshay Swaminathan   +19 more
openaire   +2 more sources

Research on real-world knowledge mining and knowledge graph completion (II): Methods and pro-gress of information extraction from unstructured electronic medical records [PDF]

open access: yesYixue xinzhi zazhi, 2023
With the popularization and promotion of information technology, healthcare big data is growing exponentially, and clinical real-world research based on healthcare big data is receiving increasing attention.
Si-Yu YAN   +10 more
doaj   +1 more source

Identifying a Medical Department Based on Unstructured Data: A Big Data Application in Healthcare

open access: yesInformation, 2019
Health is an individual’s most precious asset and healthcare is one of the vehicles for preserving it. The Indian government’s spend on healthcare system is relatively low (1.2% of GDP).
Veena Bansal   +2 more
doaj   +1 more source

The Hybrid Market Segmentation of Electric Vehicles in Ukraine Using Data Science Methods [PDF]

open access: yesProblemi Ekonomiki
The article examines the current issue of effective market segmentation for electric vehicles in Ukraine. This market, on one hand, demonstrates exponential growth, while on the other, it develops in the context of significant economic and social ...
Andrusyk Yevhenii V.   +1 more
doaj   +1 more source

BIG DATA A PARADIGM SHIFT IN HRM RESEARCH FRONTIER REVIEW [PDF]

open access: yesProceedings on Engineering Sciences, 2020
Every organization is moving towards new concepts and philosophies. Big Data is a growing broad concept and philosophy for many. A lot is need do on Big Data in context of IT world.
Shujahat Ali   +3 more
doaj   +1 more source

Usability enhancement model for unstructured text in big data

open access: yesJournal of Big Data, 2023
The task of insights extraction from unstructured text poses significant challenges for big data analytics because it contains subjective intentions, different contextual perspectives, and information about the surrounding real world.
Kiran Adnan, Rehan Akbar, Khor Siak Wang
doaj   +1 more source

UDNet: A Unified Deep Learning-Based AutoML Framework to Execute Multiple ML Strategies for Multi-Modal Unstructured Data Processing

open access: yesIEEE Access
The rise of multi-modal unstructured data has intensified the need for advanced processing solutions capable of deriving meaningful insights efficiently.
Shubham Jain, Enda Fallon
doaj   +1 more source

Analysis of the evolution of COVID-19 disease understanding through temporal knowledge graphs

open access: yesFrontiers in Research Metrics and Analytics, 2023
The COVID-19 pandemic highlighted two critical barriers hindering rapid response to novel pathogens. These include inefficient use of existing biological knowledge about treatments, compounds, gene interactions, proteins, etc.
Alessandro Negro   +6 more
doaj   +1 more source

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