Mahabal, Ashish
Das Bhattacharjee, Sreyasee and 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); 5585-5594; 10.1109/bigdata47090.2019.9005452
Lombeyda, Santiago and 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; Art. No. 26; 10.1145/3306449.3328825
Das Bhattacharjee, Sreyasee and 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); 373-381; 10.1109/compsac.2019.00061
Gieseke, Fabian and 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 and 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); 959-966; 10.1109/bigdata.2018.8622253
Gieseke, Fabian and 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); 1-8; 10.1109/SSCI.2017.8285225
Mahabal, A. and 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); 1-8; 10.1109/SSCI.2017.8280984
Vilalta, R. and 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); 1-8; 10.1109/SSCI.2017.8285192
Crichton, Daniel and 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; Art. No. 101942A; 10.1117/12.2263842
Djorgovski, S. G. and 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); 2957-2959; 10.1109/BigData.2015.7364135
Vilalta, Ricardo and 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; 241-244; 10.1007/978-3-319-23461-8_22
Djorgovski, S. G. and 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; 204-211; 10.1109/eScience.2014.7
Donalek, Ciro and 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 and 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; 35-45; 10.1109/BigData.2013.6691731
Djorgovski, S. George and Mahabal, Ashish, et el. (2013) Sky Surveys ; ISBN 978-94-007-5617-5; Planets, Stars and Stellar Systems; 223-281; 10.1007/978-94-007-5618-2_5
Djorgovski, S. G. and 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; 1-8; 10.1109/eScience.2012.6404437
Bhatnagar, Vasudha and Dobariyal, Rashmi, et el. (2012) Data Understanding using Semi-Supervised Clustering ; ISBN 978-1-4673-4627-6; 2012 Conference on Intelligent Data Understanding; 118-123; 10.1109/CIDU.2012.6382192
Graham, Matthew J. and 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; Art. No. 84480P; 10.1117/12.926577
Drake, A. J. and Djorgovski, S. G., et el. (2012) The Catalina Real-time Transient Survey ; ISBN 978-1-107-01985-0; New Horizons in Time-Domain Astronomy; 306-308; 10.1017/S1743921312000889
Graham, Matthew J. and Djorgovski, S. G., et el. (2012) The VAO Transient Facility ; ISBN 978-1-107-01985-0; New Horizons in Time-Domain Astronomy; 318-320; 10.1017/S1743921312000920
Djorgovski, S. G. and 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; 141-146; 10.1017/S1743921312000488
Mahabal, Ashish A. and 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; 355-357; 10.1017/S1743921312001056
Mahabal, A. A. and 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; 173-178; 10.1051/eas/1045030
Williams, R. D. and Donalek, C., et el. (2010) US VAO Facility for Rapid Transients ; ISBN 978-1-58381-748-3; Astronomical data analysis software and systems XIX; 123-126
Mahabal, Ashish and 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; 115-118
Williams, R. D. and 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; 115-119
Donalek, C. and 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; 252-256; 10.1063/1.3059057
Mahabal, A. and 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; 287-293; 10.1063/1.3059064
Djorgovski, S. G. and Donalek, C., et el. (2006) Some Pattern Recognition Challenges in Data-Intensive Astronomy ; ISBN 0-7695-2521-0; The18th International Conference on Pattern Recognition; 856-863; 10.1109/ICPR.2006.1064
Jacob, Joseph C. and Katz, Daniel S., et el. (2005) Grist: Grid-based Data Mining for Astronomy
Graham, Matthew J. and 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; 394-398
Mahabal, Ashish A. and 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; 604-608
Mahabal, Ashish A. and Djorgovski, S. G., et el. (2005) Time Domain Explorations With Digital Sky Surveys
Djorgovski, Stan G. and 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; 238-247; 10.1117/12.457700
Djorgovski, S. G. and Brunner, R., et el. (2003) Challenges for Cluster Analysis in a Virtual Observatory ; ISBN 978-0-387-95546-9; Statistical Challenges in Astronomy; 127-141; 10.1007/0-387-21529-8_9
Mahabal, Ashish and Djorgovski, S. G., et el. (2002) Topic maps for custom viewing of data ; ISBN 0819446254; Virtual Observatories; 65-76; 10.1117/12.461516
Jacob, Joseph C. and Brunner, Robert, et el. (2002) yourSky: rapid desktop access to custom astronomical image mosaics ; ISBN 0819446254; Virtual Observatories; 53-64; 10.1117/12.461514
Mahabal, Ashish and Djorgovski, S. G., et el. (2001) Topic maps as a virtual observatory tool ; ISBN 9780819441911; Astronomical Data Analysis; 161-172; 10.1117/12.447170
Djorgovski, S. G. and Mahabal, A., et el. (2001) Exploration of parameter spaces in a virtual observatory ; ISBN 9780819441911; Astronomical Data Analysis; 43-52; 10.1117/12.447189
Djorgovski, S. G. and Brunner, R. J., et el. (2001) Exploration of Large Digital Sky Surveys ; ISBN 978-3-540-42468-0; Mining the Sky; 305-322; 10.1007/10849171_37
