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 126–150 of 431 papers

TitleStatusHype
Evaluating Blocking Biases in Entity MatchingCode0
Efficient Vertical Federated Learning Method for Ridge Regression of Large-Scale Samples via Least-Squares SolutionCode0
Elastic Coupled Co-clustering for Single-Cell Genomic DataCode0
GraphSeqLM: A Unified Graph Language Framework for Omic Graph LearningCode0
LLMs in Software Security: A Survey of Vulnerability Detection Techniques and InsightsCode0
PoWareMatch: a Quality-aware Deep Learning Approach to Improve Human Schema MatchingCode0
Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-SeriesCode0
Entropic Optimal Transport Eigenmaps for Nonlinear Alignment and Joint Embedding of High-Dimensional DatasetsCode0
Data Warehouse and Decision Support on Integrated Crop Big Data—0
Data Issues in Industrial AI System: A Meta-Review and Research Strategy—0
Data Integration with High Dimensionality—0
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey—0
Data integration in systems genetics and aging research—0
Data Integration Framework for Virtual Reality Enabled Digital Twins—0
AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence—0
Data integration and prediction models of photovoltaic production from Brazilian northeastern—0
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design—0
A machine-compiled macroevolutionary history of Phanerozoic life—0
Data Fusion by Matrix Factorization—0
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods—0
A Theoretical Framework for Graph-based Digital Twins for Supply Chain Management and Optimization—0
A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches—0
AI-driven multi-omics integration for multi-scale predictive modeling of causal genotype-environment-phenotype relationships—0
Current and future directions in network biology—0
Crowd Safety Manager: Towards Data-Driven Active Decision Support for Planning and Control of Crowd Events—0
Show:102550
← PrevPage 6 of 18Next →

No leaderboard results yet.