Schema Inference with Explainable AI for Data Engineering in Government Institutions [PDF]
Data engineering is an integral part of the data science process. It comprises tasks such as data ingestion, data transformation, and data quality assurance. In order to fulfill these tasks, schema inference is an important capability.
Riehle, Dirk, Koch, Christian
core +1 more source
SchemaDecrypt++: Parallel on-line Versioned Schema Inference for Large Semantic Web Data sources
A growing number of linked data sources are published on the Web. They form a single huge data space referred to as the Web of data. These data sources contain both the data and the schema describing them, but the data is not constrained by this schema ...
Kenza Kellou-Menouer, Zoubida Kedad
semanticscholar +1 more source
CORAL: Expert-Curated Oncology Reports to Advance Language Model Inference [PDF]
BACKGROUND Both medical care and observational studies in oncology require a thorough understanding of a patient’s disease progression and treatment history, often elaborately documented within clinical notes.
Madhumita Sushil +5 more
semanticscholar +1 more source
Biolink Model: A universal schema for knowledge graphs in clinical, biomedical, and translational science [PDF]
Within clinical, biomedical, and translational science, an increasing number of projects are adopting graphs for knowledge representation. Graph‐based data models elucidate the interconnectedness among core biomedical concepts, enable data structures to ...
D. Unni +23 more
semanticscholar +1 more source
pandera-dev/pandera: Schema inference, serialization, and lazy validation
Schema Inference, Serialization, and Lazy Validation New Features schema inference #202 #209 schema yaml and script serialization #203 lazy validation on schema validation #207 Minor Improvements updated documentation define _CheckBase class #195 ...
chr1st1ank +5 more
core +1 more source
Examples: A Pragmatic Approach
This study deals with a seemingly obvious topic to everyone – examples. Yet, on a closer perusal, the topic turns out to be interestingly perplexed.
Lec. Ramia Fu’ad Abdulazeez Mirza
doaj +1 more source
An Approximate Inference Scheme Based on Distance-Induced Relations: Weld Forming Prediction
The construction of fuzzy conditional relations has been considered in Raha’s similarity-based inference schema, but inappropriate conclusions will be drawn in some cases due to the use of a single modification function.
Ziquan Jiao +4 more
doaj +1 more source
Neural Mechanisms Underlying Schemas and Inferences [PDF]
If you were shown a picture of two adults with two children, you might infer that they are a family. That relational structure, family, binds these individuals together and helps you remember the individual members better in the future. It can also be applied to other groups of individuals you see,
openaire +2 more sources
Extending and inferring functional dependencies in schema transformation [PDF]
We study the representation, derivation and utilization of a special kind of constraints in multidatabase systems. A major challenge is when component database schemas are schematic discrepant from each other, i.e., data values of one database correspond to schema labels of another.
Qi He, Tok Wang Ling
openaire +1 more source
OMU: An Ontology For Mosul University [PDF]
Nowadays, data from different real-time data streams are coming in. The classical relational database systems cannot manage such big data. Big data should be managed in a way that keeps the semantic relations between different concepts.
Ban Mustafa, Ibrahiem Adnan
doaj +1 more source

