As sharing of research data becomes more important, we are facilitating this by integrating the Figshare repository into our submission system. Two publications have called for the redefinition of ...

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on a "very tricky" machine learning technique. Data clustering is the process of grouping data items together so ...

The IRB is responsible for evaluating proposed research to ensure adequate provisions to protect the privacy of participants and to maintain the confidentiality of data. Research involving human ...

Ocean data assimilation systems combine data assimilation with numerical ocean models to predict ocean conditions. Researchers recently created the Yin-He Global Ocean Data Assimilation and Forecast ...

Clustering non-numeric -- or categorial -- data is surprisingly difficult, but it's explained here by resident data scientist Dr. James McCaffrey of Microsoft Research, who provides all the code you ...

Research data comprises research observations or findings, such as facts, images, measurements, records and files in various formats, and can be stored in databases. Data publication and archiving is ...