Anomaly detection and data imputation within time series
DTP2016
1. Introduction to the Data Management Day
Friday Dec 9th, 2016
Data Consultant, Founding Academic Editor
Susanna-Assunta Sansone, PhD.
Associate Director,
Principal Investigator
Philippe Rocca-Serra, PhD.
Senior Research Lecturer
Alejandra Gonzalez-Beltran, PhD.
Research Lecturer
www.slideshare.net/SusannaSansone/DTP2016
3. Manage and re-use of various research
digital objects, beside data
Datasets
Papers
SOPs
Figures
Workflows
Slides
Codes
Tools
Databases
Algorithms
4. • Susanna - research digital objects
o Findability, Accessibility, Interoperability, Reusability (FAIR) concept
o Importance of FAIR objects in science and what is in for you
o Metadata or content standards, why should you care
o Data management, not a service but R&D and a possible career path
• Alejandra - information retrieval
o Databases and repositories of digital objects
o Focus on ontologies, a type of content standard
o Application of ontologies in searches
• Philippe - reporting experimental metadata
o Experimental design
o Statistical results
Outline – morning session: lectures
5. Outline – afternoon session: exercise
• Alejandra and Philippe – introductions
o The Investigation, Study, Assays (ISA) format
o The ISA tools: focus on the Google spreadsheet-based OntoMaton
• You will structure and describe an
experiment using terms from ontologies
Notes in Lab Books
(information for humans)
Spreadsheets andTables
( the compromise)
Facts as RD
(information
From free text descriptions To structured FAIR representations