Quality Assurance for Data Analytics
نویسندگان
چکیده
منابع مشابه
A Fuzzy TOPSIS Approach for Big Data Analytics Platform Selection
Big data sizes are constantly increasing. Big data analytics is where advanced analytic techniques are applied on big data sets. Analytics based on large data samples reveals and leverages business change. The popularity of big data analytics platforms, which are often available as open-source, has not remained unnoticed by big companies. Google uses MapReduce for PageRank and inverted indexes....
متن کاملRadiometric Data Quality Assurance for HyCODE
Although instrument manufacturers often employ the most advanced technologies in the design and manufacturing of radiometers, these systems are always challenged by field deployments in less than ideal conditions, where resulting data may be critical to a particular program. Tracking instrument stability between calibrations has been for most users, impossible. Absolute radiometric calibrations...
متن کاملAcademic Analytics in quality assurance using organisational analytical capabilities
The combination of increased environmental complexity and greater quantities of data presents higher education with new problems. Institutions have responded by adopting analytics-based approaches which aim to improve organisational and educational effectiveness. However, despite extensive research in academic analytics there is an identified need for further work in making analytics “actionabl...
متن کاملAutomated Quality Assurance of Continuous Data
Most real-world databases contain some amount of inaccurate data. Reliability of critical attributes can be evaluated from the values of other attributes in the same data table. This paper presents a new fuzzy-based measure of data reliability in continuous attributes. We partition the relational schema of a database into a subset of input (predicting) and a subset of target (dependent) attribu...
متن کاملHealthcare Data Warehousing and Quality Assurance
Healthcare Data Warehousing and Quality Assurance T he US allocates nearly a trillion dollars annually to healthcare expenditures—more than any other nation. However, this tremendous expenditure has not secured the US a rank among the healthiest nations. Instead, prolonged public debates on healthcare policy in the US have focused on insurance coverage and medical care financing programs, avoid...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Advanced Computer Science and Applications
سال: 2018
ISSN: 2156-5570,2158-107X
DOI: 10.14569/ijacsa.2018.090821