Data Validation

Data Validation is the systematic process of verifying the accuracy, completeness, and reliability of data against predefined criteria or rules to ensure its conformity with domain-specific standards and integrity requirements within a given data management framework.

602

Publications

36K

Citations

1.8K

Authors

696

Institutions

Publications per year

2017–2026

168

Parents

Clinical Data ManagementImmunization Information SystemsMineral Resource Estimation

Children

Assay Data ValidationClinical Data AuditingConsistency CheckingData Completeness AssessmentData Integrity CheckingData ScreeningData Standardization ValidationGeological Database ValidationImmunization Registry Data QualityImputation Validation

Publications

602

On Clustering Validation Techniques

Maria Halkidi, Yannis Batistakis, Michalis Vazirgiannis · Journal of Intelligent Information Systems · 2001 · 2.7K citations

Computing, Computer Science, Algorithms +10

Internal validation of predictive models

Ewout W. Steyerberg, Frank E. Harrell, Gerard Borsboom et al. · Journal of Clinical Epidemiology · 2001 · 2.6K citations

Computing, Computer Science, Machine Learning +13

Metode Penelitian Sosial

Irawan Soehartono · 2002 · 1.8K citations

Education, Educational Measurement, Information Systems +16

Validation of Regression Models: Methods and Examples

Ronald D. Snee · Technometrics · 1977 · 1.3K citations

Computing, Data Science, Machine Learning +15

A Methodology for Collecting Valid Software Engineering Data

Victor R. Basili, David M. Weiss · IEEE Transactions on Software Engineering · 1984 · 1.1K citations · Full text

Computing, Computer Science, Method Validation +15

1–5 of 602

Authors

1.8K

WL
William L. Oberkampf
Sandia National Laboratories, United States
5 publications · 1.2K citations
5
h-index
JE
José Emilio Labra Gayo
Universidad de Oviedo, Spain
4 publications · 224 citations
4
h-index
FN
Felix Naumann
Hasso Plattner Institute, Germany
4 publications · 321 citations
4
h-index
EP
Eric Prud’hommeaux
World Wide Web Consortium, United States
4 publications · 239 citations
4
h-index
DL
Dustin Lange
Hasso Plattner Institute, Germany
4 publications · 274 citations
4
h-index

1–5 of 1.8K

Institutions

696

1–8 of 696

Venues

arXiv (Cornell University)
Repository · 7 publications · 288 citations
7
h-index
Expert Systems with Applications
6 publications · 255 citations
6
h-index
Reliability Engineering & System Safety
5 publications · 272 citations
5
h-index
IFAC Proceedings Volumes
4 publications · 72 citations
4
h-index
Drug Information Journal
DIA · 4 publications · 70 citations
4
h-index

1–5