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NL2SQL with partial missing metadata based on multi-view metadata graph compensation and reasoning
The performance of metadata-dependent NL2SQL models will be seriously decreased, while facing the incomplete or distorted metadata information. In...
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Metadata
Metadata is data about data. It captures everything we need to know about data in order to use or manage it as an asset. We distinguish between...
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Integrating FAIR Experimental Metadata for Multi-omics Data Analysis
The technological advancements in bio-science research are resulting in the generation of vast amounts of complex and heterogeneous data sets from...
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Beyond Learned Metadata-Based Raw Image Reconstruction
While raw images possess distinct advantages over sRGB images, e.g., linearity and fine-grained quantization levels, they are not widely adopted by...
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Metadata Extraction from User Queries for Self-Service Data Lake Exploration
Data catalogs represent a promising solution for semantically classifying and organizing data sources and enriching raw data with metadata. However,...
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Security requirements specification by formal methods: a research metadata analysis
In recent years, the field of security requirements specification by formal methods has changed radically. The security requirement specification is...
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CovidO: an ontology for COVID-19 metadata
Ontology is a significant data model for identifying semantic information for Coronavirus disease (COVID-19) discovery. Large-scale biological and...
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Integrating metadata into deep autoencoder for handling prediction task of collaborative recommender system
Nowadays, Deep learning (DL) techniques have been proven successful as learning techniques in various research fields ranging from computer vision to...
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AutoTag: automated metadata tagging for film post-production
Film post-production can be time- and money-inefficient. The reason is that a lot of the work involves a person or group of people, called metadata...
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Mmy-net: a multimodal network exploiting image and patient metadata for simultaneous segmentation and diagnosis
Accurate medical image segmentation can effectively assist disease diagnosis and treatment. While neural networks were often applied to solve the...
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Metadata Management and Asset Exchange in the Agricultural Data Ecosystem of the Project Agri-Gaia
The particularities of the agricultural ecosystem of cooperating partners suggest a highly distributed, open data architecture to support the...
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MMA: metadata supported multi-variate attention for onset detection and prediction
Deep learning has been applied successfully in sequence understanding and translation problems, especially in univariate, unimodal contexts, where...
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SQL Server Metadata
Metadata is data that describes other data. SQL Server exposes a vast array of metadata including structural metadata, which describes every object,...
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Computational metadata generation methods for biological specimen image collections
Metadata is a key data source for researchers seeking to apply machine learning (ML) to the vast collections of digitized biological specimens that...
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Extracting enhanced artificial intelligence model metadata from software repositories
While artificial intelligence (AI) models have improved at understanding large-scale data, understanding AI models themselves at any scale is...
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Metadata and Semantic Research 16th Research Conference, MTSR 2022, London, UK, November 7–11, 2022, Revised Selected Papers
This book constitutes the refereed post proceedings of the 16th Research Conference on
Metadata and Semantic Research, MTSR 2022, held in London,...
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A hybrid strategy to extract metadata from scholarly articles by utilizing support vector machine and heuristics
The immense growth in online research publications has attracted the research community to extract valuable information from scientific resources by...
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All About Metadata
In this chapter, you will learn to perform several tasks related to metadata. Metadata means to data about data. Multimedia metadata refers to...
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I/O separation scheme on Lustre metadata server based on multi-stream SSD
As the price of NAND-flash storage decreases, large-scale backend distributed file systems are being constructed as all-flash storage without HDDs....
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Joining metadata and textual features to advise administrative courts decisions: a cascading classifier approach
Decisions of regulatory government bodies and courts affect many aspects of citizens’ lives. These organizations and courts are expected to provide...
