- Das Bhattacharjee, Sreyasee; Tolone, William J.; et el. (2019) Multi-View,
Generative, Transfer Learning for Distributed Time Series
Classification; ISBN 9781728108582; 2019 IEEE International
Conference on Big Data (Big Data); IEEE: Piscataway, NJ; 5585-5594; 10.1109/bigdata47090.2019.9005452
- Lombeyda, Santiago; Mahabal, Ashish; et el. (2019) OVS+Tumor:
a tool for enhanced lung tumor annotation in VR for machine learning
training and analysis; ISBN 9781450363204; ACM SIGGRAPH 2019
Virtual, Augmented, and Mixed Reality; ACM Press: New York, NY; Art.
No. 26; 10.1145/3306449.3328825
- Das Bhattacharjee, Sreyasee; Tolone, William J.; et el. (2019) View-Adaptive
Weighted Deep Transfer Learning for Distributed Time-Series
Classification; ISBN 9781728126074; 2019 IEEE 43rd Annual Computer
Software and Applications Conference (COMPSAC); IEEE: Piscataway, NJ;
373-381; 10.1109/compsac.2019.00061
- Gieseke, Fabian; Oancea, Cosmin Eugen; et el. (2019) Bigger
Buffer k-d Trees on Multi-Many-Core Systems; 10.1007/978-3-030-15996-2_15
- Das Bhattacharjee, Sreyasee; Tolone, William J.; et el. (2018) Context-Aware
Deep Sequence Learning with Multi-View Factor Pooling for Time Series
Classification; ISBN 9781538650356; 2018 IEEE International
Conference on Big Data (Big Data); IEEE: Piscataway, NJ; 959-966; 10.1109/bigdata.2018.8622253
- Mahabal, A.; Sheth, K.; et el. (2017) Deep-learnt
classification of light curves; ISBN 978-1-5386-2727-3; 2017 IEEE
Symposium Series on Computational Intelligence (SSCI); IEEE: Piscataway,
NJ; 1-8; 10.1109/SSCI.2017.8280984
- Gieseke, Fabian; Polsterer, Kai Lars; et el. (2017) Massively-parallel
best subset selection for ordinary least-squares regression; ISBN
978-1-5386-2726-6; 2017 IEEE Symposium Series on Computational
Intelligence (SSCI); IEEE: Piscataway, NJ; 1-8; 10.1109/SSCI.2017.8285225
- Vilalta, R.; Ishida, E. E. O.; et el. (2017) Photometric
redshift estimation: An active learning approach; ISBN
978-1-5386-2727-3; 2017 IEEE Symposium Series on Computational
Intelligence (SSCI); IEEE: Piscataway, NJ; 1-8; 10.1109/SSCI.2017.8285192
- Crichton, Daniel; Mahabal, Ashish; et el. (2017) The
EDRN knowledge environment: an open source, scalable informatics
platform for biological sciences research; ISBN 9781510608894;
Micro- and Nanotechnology Sensors, Systems, and Applications IX; Society
of Photo-Optical Instrumentation Engineers (SPIE): Bellingham, WA; Art.
No. 101942A; 10.1117/12.2263842
- Djorgovski, S. G.; Mahabal, A. A.; et el. (2015) From
stars to patients: Lessons from space science and astrophysics for
health care informatics; ISBN 978-1-4799-9925-5; 2015 IEEE
International Conference on Big Data (Big Data); IEEE: Piscataway, NJ;
2957-2959; 10.1109/BigData.2015.7364135
- Vilalta, Ricardo; Gupta, Kinjal Dhar; et el. (2015) Star
Classification Under Data Variability: An Emerging Challenge in
Astroinformatics; ISBN 978-3-319-23460-1; Machine Learning and
Knowledge Discovery in Databases; Springer: Cham; 241-244; 10.1007/978-3-319-23461-8_22
- Djorgovski, S. G.; Mahabal, A. A.; et el. (2014) Automated
Real-Time Classification and Decision Making in Massive Data Streams
from Synoptic Sky Surveys; ISBN 978-1-4799-4288-6; 2014 IEEE 10th
International Conference on e-Science; IEEE: Piscataway, NJ; 204-211; 10.1109/eScience.2014.7
- Donalek, Ciro; Djorgovski, S. G.; et el. (2014) Immersive
and Collaborative Data Visualization Using Virtual Reality
Platforms; 10.1109/BigData.2014.7004282
- Mahabal, Ashish (2013) Novel
Measures for Rare Transients
- Donalek, Ciro; Djorgovski, S. G.; et el. (2013) Feature
Selection Strategies for Classifying High Dimensional Astronomical Data
Sets; ISBN 978-1-4799-1292-6; Big Data, 2013 IEEE International
Conference; IEEE: New York, NY; 35-45; 10.1109/BigData.2013.6691731
- Djorgovski, S. George; Mahabal, Ashish; et el. (2013) Sky
Surveys; ISBN 978-94-007-5617-5; Planets, Stars and Stellar Systems;
Springer: Dordrecht; 223-281; 10.1007/978-94-007-5618-2_5
- Bhatnagar, Vasudha; Dobariyal, Rashmi; et el. (2012) Data
Understanding using Semi-Supervised Clustering; ISBN
978-1-4673-4627-6; 2012 Conference on Intelligent Data Understanding;
IEEE: Piscataway, NJ; 118-123; 10.1109/CIDU.2012.6382192
- Djorgovski, S. G.; Mahabal, A. A.; et el. (2012) Flashes
in a star stream: Automated classification of astronomical transient
events; ISBN 978-1-4673-4467-8; 2012 IEEE 8th International
Conference on E-Science; IEEE: Piscataway, NJ; 1-8; 10.1109/eScience.2012.6404437
- Graham, Matthew J.; Djorgovski, S. G.; et el. (2012) Connecting
the time domain community with the Virtual Astronomical Observatory;
ISBN 9780819491497; Observatory Operations: Strategies, Processes, and
Systems IV; Society of Photo-Optical Instrumentation Engineers (SPIE):
Bellingham, WA; Art. No. 84480P; 10.1117/12.926577
- Djorgovski, S. G.; Mahabal, A. A.; et el. (2012) Exploring
the Time Domain with Synoptic Sky Surveys; ISBN 978-1-107-01985-0;
New Horizons in Time-Domain Astronomy; Cambridge University Press: New
York; 141-146; 10.1017/S1743921312000488
- Drake, A. J.; Djorgovski, S. G.; et el. (2012) The
Catalina Real-time Transient Survey; ISBN 978-1-107-01985-0; New
Horizons in Time-Domain Astronomy; Cambridge University Press: New York;
306-308; 10.1017/S1743921312000889
- Graham, Matthew J.; Djorgovski, S. G.; et el. (2012) The
VAO Transient Facility; ISBN 978-1-107-01985-0; New Horizons in
Time-Domain Astronomy; Cambridge University Press: New York; 318-320; 10.1017/S1743921312000920
- Mahabal, Ashish A.; Donalek, C.; et el. (2011) Real-Time
Classification of Transient Events in Synoptic Sky Surveys; ISBN
978-1-107-01985-0; New Horizons in Time-Domain Astronomy; Cambridge
University Press: New York; 355-357; 10.1017/S1743921312001056
- Mahabal, A. A.; Djorgovski, S. G.; et el. (2011) Classification
of Optical Transients: Experiences from PQ and CRTS Surveys; ISBN
978-2-7598-0608-9; GAIA: At the Frontiers of Astrometry; EDP Sciences:
Les Ulis, France; 173-178; 10.1051/eas/1045030
- Mahabal, Ashish; Djorgovski, S. G.; et el. (2010) Mixing
Bayesian Techniques for Effective Real-time Classification of
Astronomical Transients; ISBN 978-1-58381-748-3; Astronomical data
analysis software and systems XIX; Astronomical Society of the Pacific:
San Francisco, CA; 115-118
- Williams, R. D.; Donalek, C.; et el. (2010) US
VAO Facility for Rapid Transients; ISBN 978-1-58381-748-3;
Astronomical data analysis software and systems XIX; Astronomical
Society of the Pacific: San Francisco, CA; 123-126
- Williams, R. D.; Djorgovski, S. G.; et el. (2009) Skyalert:
Real-time Astronomy for You and Your Robots; ISBN 978-1-58381-702-5;
Astronomical Data Analysis Software and Systems XVIII; Astronomical
Society of the Pacific: San Francisco, CA; 115-119
- Donalek, C.; Mahabal, A.; et el. (2008) New
approaches to object classification in synoptic sky surveys; ISBN
9780735406131; Classification and discovery in large astronomical
surveys : proceedings of the International Conference “Classification
and Discovery in Large Astronomical Surveys”, Ringberg Castle, Germany,
14–17 October 2008; American Institute of Physics: Melville, NY;
252-256; 10.1063/1.3059057
- Mahabal, A.; Djorgovski, S. G.; et el. (2008) Towards
real-time classification of astronomical transients; ISBN
9780735406131; International Conference on Classification and Discovery
in Large Astronomical Surveys, Ringberg Castle, Germany, 14–17 October
2008; American Institute of Physics: Melville, NY; 287-293; 10.1063/1.3059064
- Djorgovski, S. G.; Donalek, C.; et el. (2006) Some
Pattern Recognition Challenges in Data-Intensive Astronomy; ISBN
0-7695-2521-0; The18th International Conference on Pattern Recognition;
IEEE: Los Alamitos, CA; 856-863; 10.1109/ICPR.2006.1064
- Jacob, Joseph C.; Katz, Daniel S.; et el. (2005) Grist:
Grid-based Data Mining for Astronomy
- Mahabal, Ashish A.; Djorgovski, S. G.; et el. (2005) Time Domain
Explorations With Digital Sky Surveys
- Mahabal, Ashish A.; Djorgovski, S. G.; et el. (2005) Time
Domain Explorations with Digital Sky Surveys; ISBN 1-58381-215-6;
Astronomical Data Analysis Software and Systems XIV; Astronomical
Society of the Pacific: San Francisco, CA; 604-608
- Graham, Matthew J.; Djorgovski, S. G.; et el. (2005) VOStat:
A Distributed Statistical Toolkit for the Virtual Observatory; ISBN
1-58381-215-6; Astronomical Data Analysis Software and Systems XIV;
Astronomical Society of the Pacific: San Francisco, CA; 394-398
- Djorgovski, Stan G.; Kulkarni, Shrinivas R.; et el. (2003) The
cosmic gamma-ray bursts and their host galaxies in a cosmological
context; ISBN 0-8194-4613-0; Discoveries and Research Prospects from
6- to 10-Meter-Class Telescopes II; Society of Photo-Optical
Instrumentation Engineers (SPIE): Bellingham, WA; 238-247; 10.1117/12.457700
- Djorgovski, S. G.; Brunner, R.; et el. (2003) Challenges
for Cluster Analysis in a Virtual Observatory; ISBN
978-0-387-95546-9; Statistical Challenges in Astronomy; Springer: New
York, NY; 127-141; 10.1007/0-387-21529-8_9
- Mahabal, Ashish; Djorgovski, S. G.; et el. (2002) Topic
maps for custom viewing of data; ISBN 819446254; Virtual
Observatories; Society of Photo-optical Instrumentation Engineers
(SPIE): Bellingham, WA; 65-76; 10.1117/12.461516
- Jacob, Joseph C.; Brunner, Robert; et el. (2002) yourSky:
rapid desktop access to custom astronomical image mosaics; ISBN
819446254; Virtual Observatories; Society of Photo-optical
Instrumentation Engineers (SPIE): Bellingham, WA; 53-64; 10.1117/12.461514
- Djorgovski, S. G.; Mahabal, A.; et el. (2001) Exploration
of parameter spaces in a virtual observatory; ISBN 9780819441911;
Astronomical Data Analysis; Society of Photo-optical Instrumentation
Engineers (SPIE): Bellingham, WA; 43-52; 10.1117/12.447189
- Mahabal, Ashish; Djorgovski, S. G.; et el. (2001) Topic
maps as a virtual observatory tool; ISBN 9780819441911; Astronomical
Data Analysis; Society of Photo-optical Instrumentation Engineers
(SPIE): Bellingham, WA; 161-172; 10.1117/12.447170
- Djorgovski, S. G.; Brunner, R. J.; et el. (2001) Exploration
of Large Digital Sky Surveys; ISBN 978-3-540-42468-0; Mining the
Sky; Springer: Berlin; 305-322; 10.1007/10849171_37