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 76–100 of 431 papers

TitleStatusHype
Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal NeuroimagingCode0
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
GraphSeqLM: A Unified Graph Language Framework for Omic Graph LearningCode0
Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time SeriesCode0
Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRICode0
Generalized probabilistic canonical correlation analysis for multi-modal data integration with full or partial observationsCode0
Graph Integration for Diffusion-Based Manifold AlignmentCode0
From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer ResearchCode0
From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge ExpansionCode0
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data SourcesCode0
Evaluating AI capabilities in detecting conspiracy theories on YouTubeCode0
CAVACHON: a hierarchical variational autoencoder to integrate multi-modal single-cell dataCode0
Evaluating approaches for supervised semantic labelingCode0
Entropic Optimal Transport Eigenmaps for Nonlinear Alignment and Joint Embedding of High-Dimensional DatasetsCode0
Combining Experimental and Historical Data for Policy EvaluationCode0
Evaluating Blocking Biases in Entity MatchingCode0
Gaussian Copula Models for Nonignorable Missing Data Using Auxiliary Marginal QuantilesCode0
Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer ClassificationCode0
Heter-LP: A heterogeneous label propagation algorithm and its application in drug repositioningCode0
An Empirical Meta-analysis of the Life Sciences (Linked?) Open Data on the WebCode0
Consistent and Flexible Selectivity Estimation for High-Dimensional DataCode0
Efficient Vertical Federated Learning Method for Ridge Regression of Large-Scale Samples via Least-Squares SolutionCode0
Intermediate triple table: A general architecture for virtual knowledge graphsCode0
Building Flexible, Scalable, and Machine Learning-ready Multimodal Oncology DatasetsCode0
An attention model to analyse the risk of agitation and urinary tract infections in people with dementiaCode0
Show:102550
← PrevPage 4 of 18Next →

No leaderboard results yet.