Using Metadata Standards to Improve IMF and National Data
, 2013 This poster illustrates how metadata standardization in the International Monetary Fund (IMF) leads to an improvement in the quality of statistical information and a better understanding of data and metadata by ...
Umashankar, Nalini
core
An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting
Advanced Intelligent Discovery, EarlyView.Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto +5 more
wiley +1 more source
Metadata for Information Management and Retrieval: understanding metadata and its use
, 2018 PART I: Metadata conceptsPart I introduces the concepts that underpin metadata, starting with an historical perspective.In Chapter 1 some examples of metadata that people come across in their daily life are demonstrated along with some alternative views ...
Haynes, David
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Toward Intelligent Multimodal Holography for Real‐Time Chemical Imaging of Dynamic Ion Separation
Advanced Intelligent Discovery, EarlyView.Intelligent multimodal holography integrates digital off‐axis holography, spectroscopic imaging, and AI‐driven reconstruction to visualize ion transport and chemical dynamics in real time. In this perspective paper, we outline how this approach enables label‐free, chemically specific monitoring of complex environments and discuss its potential to ...
Giovanna Ricchiuti +3 more
wiley +1 more source
A metadata framework to support scholarly communication
, 2001 In this paper, we consider the design of a new metadata format to advance scholarly communication over the Internet. This format is designed to be used within the Open Archives Initiative.
Thomas Krichel +3 more
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Autonomous AI‐Driven Design for Skin Product Formulations
Advanced Intelligent Discovery, EarlyView.This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source
Metadata quality: Generating SHACL rules from UML class diagrams
, 2018 Metadata plays a fundamental role beyond classified data, as data needs to be transformed, integrated, and transmitted. Like data, metadata needs to be harvested, standardized and validated. Metadata management processes require resources.
Stani, Emidio
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Autonomous X‐Ray Fluorescence Mapping for Nanoscale Chemical Speciation of Fine Particulate Matter
Advanced Intelligent Discovery, EarlyView.We present X‐AutoMap, an autonomous X‐ray fluorescence mapping framework that integrates real‐time analysis with rule‐based computer vision to selectively target chemically relevant regions. By avoiding background‐dominated areas, the method reduces acquisition time by fourfold while enabling accurate particle‐level speciation.
Carlos Deleon +3 more
wiley +1 more source
An open multi-center MEG-EEG dataset for studying conscious visual perception. [PDF]
Sci DataLiu L +17 more
europepmc +1 more source
Creating structure from disorder: using folksonomies to create semantic metadata
, 2007 This paper reports on an on-going research project to create educational semantic metadata out of folksonomies. The paper describes a simple scenario for the usage of the generated semantic metadata in teaching, and describes the ‘FolksAnnotation’ tool ...
Davis, Hugh C. +2 more
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