S. George Djorgovski

According to our database, S. George Djorgovski authored at least 29 papers between 1993 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Applications of AI in Astronomy.

S. George Djorgovski, Ashish Mahabal, Matthew J. Graham, Kai Polsterer, Alberto Krone-Martins

CoRR, 2022

An Open, Multi-Platform Software Architecture for Online Education in the Metaverse.

Santiago V. Lombeyda, S. George Djorgovski, An Tran, Joy Liu, A. Noyes, S. Fomina

CoRR, 2022

An Open, Multi-Platform Software Architecture for Online Education in the Metaverse.

Santiago V. Lombeyda, S. George Djorgovski, An Tran, Joy Liu

Proceedings of the 27th International Conference on 3D Web Technology, 2022

2019

View-Adaptive Weighted Deep Transfer Learning for Distributed Time-Series Classification.

Sreyasee Das Bhattacharjee, William J. Tolone, Ashish Mahabal, Mohammed Elshambakey, Isaac Cho, S. George Djorgovski

Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

Multi-View, Generative, Transfer Learning for Distributed Time Series Classification.

Sreyasee Das Bhattacharjee, William J. Tolone, Ashish Mahabal, Mohammed Elshambakey, Isaac Cho, Abdullah al-Raihan Nayeem, Junsong Yuan, S. George Djorgovski

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Context-Aware Deep Sequence Learning with Multi-View Factor Pooling for Time Series Classification.

Sreyasee Das Bhattacharjee, William J. Tolone, Mohammed Elshambakey, Isaac Cho, Ashish Mahabal, S. George Djorgovski

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Deep-learnt classification of light curves.

Ashish Mahabal, Kshiteej Sheth, Fabian Gieseke, Akshay Pai, S. George Djorgovski, Andrew J. Drake, Matthew J. Graham

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016

Real-time data mining of massive data streams from synoptic sky surveys.

S. George Djorgovski, Matthew J. Graham, Ciro Donalek, Ashish Mahabal, Andrew J. Drake, Michael J. Turmon, Thomas J. Fuchs

Future Gener. Comput. Syst., 2016

From Sky to Earth: Data Science Methodology Transfer.

Ashish Mahabal, Daniel J. Crichton, S. George Djorgovski, Emily Law, John S. Hughes

Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

Detection of quasars in the time domain.

Matthew J. Graham, S. George Djorgovski, Daniel J. Stern, Andrew J. Drake, Ashish Mahabal

Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

2015

From stars to patients: Lessons from space science and astrophysics for health care informatics.

S. George Djorgovski, Ashish Mahabal, Daniel J. Crichton, Basit Chaudhry

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Automated Real-Time Classification and Decision Making in Massive Data Streams from Synoptic Sky Surveys.

S. George Djorgovski, Ashish Mahabal, Ciro Donalek, Matthew J. Graham, Andrew J. Drake, Michael J. Turmon, Thomas J. Fuchs

Proceedings of the 10th IEEE International Conference on e-Science, 2014

Immersive and collaborative data visualization using virtual reality platforms.

Ciro Donalek, S. George Djorgovski, Alex Cioc, Anwell Wang, Jerry Zhang, Elizabeth Lawler, Stacy Yeh, Ashish Mahabal, Matthew J. Graham, Andrew J. Drake, Scott Davidoff, Jeffrey S. Norris, Giuseppe Longo

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets.

Ciro Donalek, Arun Kumar A., S. George Djorgovski, Ashish Mahabal, Matthew J. Graham, Thomas J. Fuchs, Michael J. Turmon, N. Sajeeth Philip, Michael Ting-Chang Yang, Giuseppe Longo

CoRR, 2013

Feature selection strategies for classifying high dimensional astronomical data sets.

Ciro Donalek, S. George Djorgovski, Ashish Mahabal, Matthew J. Graham, Andrew J. Drake, Arun Kumar A., N. Sajeeth Philip, Thomas J. Fuchs, Michael J. Turmon, Michael Ting-Chang Yang, Giuseppe Longo

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Data challenges of time domain astronomy.

Matthew J. Graham, S. George Djorgovski, Ashish Mahabal, Ciro Donalek, Andrew J. Drake, Giuseppe Longo

Distributed Parallel Databases, 2012

Flashes in a star stream: Automated classification of astronomical transient events.

S. George Djorgovski, Ashish Mahabal, Ciro Donalek, Matthew J. Graham, Andrew J. Drake, Baback Moghaddam, Mike Turmon

Proceedings of the 8th IEEE International Conference on E-Science, 2012

2011

The DAME/VO-Neural Infrastructure: an Integrated Data Mining System Support for the Science Community

Massimo Brescia, Anna Corazza, Stefano Cavuoti, Giovanni D'Angelo, Raffaele D'Abrusco, Ciro Donalek, S. George Djorgovski, Natalia Deniskina, Michelangelo Fiore, Mauro Garofalo, Omar Laurino, Giuseppe Longo, Ashish Mahabal, Francesco Manna, Alfonso Nocella, B. Skordovski

CoRR, 2011

Towards an Automated Classification of Transient Events in Synoptic Sky Surveys.

S. George Djorgovski, Ciro Donalek, Ashish Mahabal, Baback Moghaddam, Mike Turmon, Matthew J. Graham, Andrew J. Drake, Nihar Sharma, Yutong Chen

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

2010

DAME: A Web Oriented Infrastructure for Scientific Data Mining & Exploration

Massimo Brescia, Giuseppe Longo, S. George Djorgovski, Stefano Cavuoti, Raffaele D'Abrusco, Ciro Donalek, Alessandro Di Guido, Michelangelo Fiore, Mauro Garofalo, Omar Laurino, Ashish Mahabal, Francesco Manna, Alfonso Nocella, Giovanni D'Angelo, Maurizio Paolillo

CoRR, 2010

2009

Exploring the Use of Virtual Worlds as a Scientific Research Platform: The Meta-Institute for Computational Astrophysics (MICA).

S. George Djorgovski, Piet Hut, Steve McMillan, E. Vesperini, Robert A. Knop Jr., W. Farr, Matthew J. Graham

Proceedings of the Facets of Virtual Environments - First International Conference, 2009

2006

Some Pattern Recognition Challenges in Data-Intensive Astronomy.

S. George Djorgovski, Ciro Donalek, Ashish Mahabal, R. Williams, Andrew J. Drake, Matthew J. Graham, E. Glikman

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Virtual Observatory: From Concept to Implementation

S. George Djorgovski, R. Williams

CoRR, 2005

Virtual Astronomy, Information Technology, and the New Scientific Methodology.

S. George Djorgovski

Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005

1996

From Digitized Images to Online Catalogs: Data Mining a Sky Survey.

Usama M. Fayyad, S. George Djorgovski, Nicholas Weir

AI Mag., 1996

Automating the Analysis and Cataloging of Sky Surveys.

Usama M. Fayyad, S. George Djorgovski, Nicholas Weir

Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996

1995

Automated Analysis and Exploration of Image Databases: Results, Progress, and Challenges.

Usama M. Fayyad, Padhraic Smyth, Nicholas Weir, S. George Djorgovski

J. Intell. Inf. Syst., 1995

1993

SKICAT: A Machine Learning System for Automated Cataloging of Large Scale Sky Surveys.

Usama M. Fayyad, Nicholas Weir, S. George Djorgovski

Proceedings of the Machine Learning, 1993

Automated Cataloging and Analysis of Sky Survey Image Databases: The SKICAT System.

Usama M. Fayyad, Nicholas Weir, S. George Djorgovski

Proceedings of the CIKM 93, 1993