SOTAVerified

Data Integration

Data integration (also called information integration) is the process of consolidating data from a set of heterogeneous data sources into a single uniform data set (materialized integration) or view on the data (virtual integration). Data integration pipelines involve subtasks such as schema matching, table annotation, entity resolution, value normalization, data cleansing, and data fusion. Application domains of data integration include data warehousing, data lakes, and knowledge base consolidation. Surveys on Data integration:

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 276–300 of 431 papers

TitleStatusHype
TCKAN:A Novel Integrated Network Model for Predicting Mortality Risk in Sepsis Patients—0
Technical Report on Data Integration and Preparation—0
TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification—0
The challenge of uncertainty quantification of large language models in medicine—0
The S2 Hierarchical Discrete Global Grid as a Nexus for Data Representation, Integration, and Querying Across Geospatial Knowledge Graphs—0
Time Series Data Imputation: A Survey on Deep Learning Approaches—0
Towards a Generic Multimodal Architecture for Batch and Streaming Big Data Integration—0
Towards a Microservice-based Middleware for a Multi-hazard Early Warning System—0
Towards a Modular Ontology for Space Weather Research—0
Towards future directions in data-integrative supervised prediction of human aging-related genes—0
Towards multiple kernel principal component analysis for integrative analysis of tumor samples—0
Towards Scalable Schema Mapping using Large Language Models—0
Towards Unified Neural Decoding with Brain Functional Network Modeling—0
Transforming Social Science Research with Transfer Learning: Social Science Survey Data Integration with AI—0
TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset—0
TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets—0
Uncertainty in Automated Ontology Matching: Lessons Learned from an Empirical Experimentation—0
Understanding Reflection Needs for Personal Health Data in Diabetes—0
Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning—0
Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding—0
Update hydrological states or meteorological forcings? Comparing data assimilation methods for differentiable hydrologic models—0
Urban Representation Learning for Fine-grained Economic Mapping: A Semi-supervised Graph-based Approach—0
Reasoning about disclosure in data integration in the presence of source constraints—0
When Geoscience Meets Foundation Models: Towards General Geoscience Artificial Intelligence System—0
VITAL: Interactive Few-Shot Imitation Learning via Visual Human-in-the-Loop Corrections—0
Show:102550
← PrevPage 12 of 18Next →

No leaderboard results yet.