758 citations · 1.6k across the 15 of their papers we have counts for
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Real-Time Data Mining of Massive Data Streams from Synoptic Sky Surveys
S. G. Djorgovski, M. J. Graham, C. Donalek +4
The nature of scientific and technological data collection is evolving rapidly: data volumes and rates grow exponentially, with increasing complexity and information content, and t…
Automated Real-Time Classification and Decision Making in Massive Data Streams from Synoptic Sky Surveys
S. G. Djorgovski, A. A. Mahabal, C. Donalek +4
The nature of scientific and technological data collection is evolving rapidly: data volumes and rates grow exponentially, with increasing complexity and information content, and t…
Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets
Ciro Donalek, Arun Kumar A., S. G. Djorgovski +7
The amount of collected data in many scientific fields is increasing, all of them requiring a common task: extract knowledge from massive, multi parametric data sets, as rapidly an…
Flashes in a Star Stream: Automated Classification of Astronomical Transient Events
S. G. Djorgovski, A. A. Mahabal, C. Donalek +4
An automated, rapid classification of transient events detected in the modern synoptic sky surveys is essential for their scientific utility and effective follow-up using scarce re…
Real Time Classification of Transient Events in Synoptic Sky Surveys
Ashish A. Mahabal, C. Donalek, S. G. Djorgovski +6
An automated, rapid classification of transient events detected in the modern synoptic sky surveys is essential for their scientific utility and effective follow-up using scarce re…
Discovery, classification, and scientific exploration of transient events from the Catalina Real-time Transient Survey
A. A. Mahabal, S. G. Djorgovski, A. J. Drake +8
Exploration of the time domain - variable and transient objects and phenomena - is rapidly becoming a vibrant research frontier, touching on essentially every field of astronomy an…
Towards an Automated Classification of Transient Events in Synoptic Sky Surveys
S. G. Djorgovski, C. Donalek, A. Mahabal +6
We describe the development of a system for an automated, iterative, real-time classification of transient events discovered in synoptic sky surveys. The system under development i…