Astronomy, as many other scientific disciplines, is facing a true data deluge which is bound to change both the praxis and the methodology of every day research work. The emerging field of astroinformatics, while on the one end appears crucial to face the technological challenges, on the other is opening new exciting perspectives for new astronomical discoveries through the implementation of advanced data mining procedures. The complexity of astronomical data and the variety of scientific problems, however, call for innovative algorithms and methods as well as for an extreme usage of ICT technologies
Effective information-management strategies could accelerate the pace of discovery. Like other data-...
Modern scientific data mainly consist of huge data sets gathered by a very large number of technique...
...A major paradigm shift is now taking place in astronomy and space science. As-tronomy has suddenl...
Astronomy, as many other scientific disciplines, is facing a true data deluge which is bound to chan...
Abstract. We describe Astroinformatics, the new data science paradigm for astronomy research and edu...
Advances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborati...
Astroinformatics is a new discipline at the cross-road of astronomy, advanced statistics and compute...
The fields of Astrostatistics and Astroinformatics are vital for dealing with the big data issues no...
Astronomy has become data-driven in ways that are both quantitatively and qualitatively different fr...
The emerging field of AstroInformatics, while on the one hand appears crucial to face the technologi...
The emerging field of AstroInformatics, while on the one hand appears crucial to face the technologi...
In the last decade a new generation of telescopes and sensors has allowed the production of a very l...
In the last decade a new generation of telescopes and sensors has allowed the production of a very l...
The exponential growth of astronomical data collected by both ground-based and spaceborne instrument...
The exponential growth of astronomical data collected by both ground-based and spaceborne instrument...
Effective information-management strategies could accelerate the pace of discovery. Like other data-...
Modern scientific data mainly consist of huge data sets gathered by a very large number of technique...
...A major paradigm shift is now taking place in astronomy and space science. As-tronomy has suddenl...
Astronomy, as many other scientific disciplines, is facing a true data deluge which is bound to chan...
Abstract. We describe Astroinformatics, the new data science paradigm for astronomy research and edu...
Advances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborati...
Astroinformatics is a new discipline at the cross-road of astronomy, advanced statistics and compute...
The fields of Astrostatistics and Astroinformatics are vital for dealing with the big data issues no...
Astronomy has become data-driven in ways that are both quantitatively and qualitatively different fr...
The emerging field of AstroInformatics, while on the one hand appears crucial to face the technologi...
The emerging field of AstroInformatics, while on the one hand appears crucial to face the technologi...
In the last decade a new generation of telescopes and sensors has allowed the production of a very l...
In the last decade a new generation of telescopes and sensors has allowed the production of a very l...
The exponential growth of astronomical data collected by both ground-based and spaceborne instrument...
The exponential growth of astronomical data collected by both ground-based and spaceborne instrument...
Effective information-management strategies could accelerate the pace of discovery. Like other data-...
Modern scientific data mainly consist of huge data sets gathered by a very large number of technique...
...A major paradigm shift is now taking place in astronomy and space science. As-tronomy has suddenl...