<h1>Mahabal, Ashish</h1> <h2>Book Chapter from <a href="https://authors.library.caltech.edu">CaltechAUTHORS</a></h2> <ul> <li>Das Bhattacharjee, Sreyasee and Tolone, William J., el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20200302-105109375">Multi-View, Generative, Transfer Learning for Distributed Time Series Classification</a>; ISBN 9781728108582; 2019 IEEE International Conference on Big Data (Big Data); 5585-5594; <a href="https://doi.org/10.1109/bigdata47090.2019.9005452">10.1109/bigdata47090.2019.9005452</a></li> <li>Lombeyda, Santiago and Mahabal, Ashish, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20191004-134753975">OVS+Tumor: a tool for enhanced lung tumor annotation in VR for machine learning training and analysis</a>; ISBN 9781450363204; ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality; Art. No. 26; <a href="https://doi.org/10.1145/3306449.3328825">10.1145/3306449.3328825</a></li> <li>Das Bhattacharjee, Sreyasee and Tolone, William J., el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190711-134821741">View-Adaptive Weighted Deep Transfer Learning for Distributed Time-Series Classification</a>; ISBN 9781728126074; 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC); 373-381; <a href="https://doi.org/10.1109/compsac.2019.00061">10.1109/compsac.2019.00061</a></li> <li>Gieseke, Fabian and Oancea, Cosmin Eugen, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190325-133557161">Bigger Buffer k-d Trees on Multi-Many-Core Systems</a>; <a href="https://doi.org/10.1007/978-3-030-15996-2_15">10.1007/978-3-030-15996-2_15</a></li> <li>Das Bhattacharjee, Sreyasee and Tolone, William J., el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190131-131445274">Context-Aware Deep Sequence Learning with Multi-View Factor Pooling for Time Series Classification</a>; ISBN 9781538650356; 2018 IEEE International Conference on Big Data (Big Data); 959-966; <a href="https://doi.org/10.1109/bigdata.2018.8622253">10.1109/bigdata.2018.8622253</a></li> <li>Mahabal, A. and Sheth, K., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180208-145104828">Deep-learnt classification of light curves</a>; ISBN 978-1-5386-2727-3; 2017 IEEE Symposium Series on Computational Intelligence (SSCI); 1-8; <a href="https://doi.org/10.1109/SSCI.2017.8280984">10.1109/SSCI.2017.8280984</a></li> <li>Gieseke, Fabian and Polsterer, Kai Lars, el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180216-161024980">Massively-parallel best subset selection for ordinary least-squares regression</a>; ISBN 978-1-5386-2726-6; 2017 IEEE Symposium Series on Computational Intelligence (SSCI); 1-8; <a href="https://doi.org/10.1109/SSCI.2017.8285225">10.1109/SSCI.2017.8285225</a></li> <li>Vilalta, R. and Ishida, E. E. O., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180220-071833166">Photometric redshift estimation: An active learning approach</a>; ISBN 978-1-5386-2727-3; 2017 IEEE Symposium Series on Computational Intelligence (SSCI); 1-8; <a href="https://doi.org/10.1109/SSCI.2017.8285192">10.1109/SSCI.2017.8285192</a></li> <li>Crichton, Daniel and Mahabal, Ashish, el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190828-141822439">The EDRN knowledge environment: an open source, scalable informatics platform for biological sciences research</a>; ISBN 9781510608894; Micro- and Nanotechnology Sensors, Systems, and Applications IX; Art. No. 101942A; <a href="https://doi.org/10.1117/12.2263842">10.1117/12.2263842</a></li> <li>Djorgovski, S. G. and Mahabal, A. A., el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160105-071616841">From stars to patients: Lessons from space science and astrophysics for health care informatics</a>; ISBN 978-1-4799-9925-5; 2015 IEEE International Conference on Big Data (Big Data); 2957-2959; <a href="https://doi.org/10.1109/BigData.2015.7364135">10.1109/BigData.2015.7364135</a></li> <li>Vilalta, Ricardo and Gupta, Kinjal Dhar, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20151113-151109081">Star Classification Under Data Variability: An Emerging Challenge in Astroinformatics</a>; ISBN 978-3-319-23460-1; Machine Learning and Knowledge Discovery in Databases; 241-244; <a href="https://doi.org/10.1007/978-3-319-23461-8_22">10.1007/978-3-319-23461-8_22</a></li> <li>Djorgovski, S. G. and Mahabal, A. A., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20141217-103710003">Automated Real-Time Classification and Decision Making in Massive Data Streams from Synoptic Sky Surveys</a>; ISBN 978-1-4799-4288-6; 2014 IEEE 10th International Conference on e-Science; 204-211; <a href="https://doi.org/10.1109/eScience.2014.7">10.1109/eScience.2014.7</a></li> <li>Donalek, Ciro and Djorgovski, S. G., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150113-112433536">Immersive and Collaborative Data Visualization Using Virtual Reality Platforms</a>; <a href="https://doi.org/10.1109/BigData.2014.7004282">10.1109/BigData.2014.7004282</a></li> <li>Mahabal, Ashish (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190502-161809010">Novel Measures for Rare Transients</a></li> <li>Donalek, Ciro and Djorgovski, S. G., el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140324-134154762">Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets</a>; ISBN 978-1-4799-1292-6; Big Data, 2013 IEEE International Conference; 35-45; <a href="https://doi.org/10.1109/BigData.2013.6691731">10.1109/BigData.2013.6691731</a></li> <li>Djorgovski, S. George and Mahabal, Ashish, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150713-125431089">Sky Surveys</a>; ISBN 978-94-007-5617-5; Planets, Stars and Stellar Systems; 223-281; <a href="https://doi.org/10.1007/978-94-007-5618-2_5">10.1007/978-94-007-5618-2_5</a></li> <li>Djorgovski, S. G. and Mahabal, A. A., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130401-144342419">Flashes in a star stream: Automated classification of astronomical transient events</a>; ISBN 978-1-4673-4467-8; 2012 IEEE 8th International Conference on E-Science; 1-8; <a href="https://doi.org/10.1109/eScience.2012.6404437">10.1109/eScience.2012.6404437</a></li> <li>Bhatnagar, Vasudha and Dobariyal, Rashmi, el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170207-173845918">Data Understanding using Semi-Supervised Clustering</a>; ISBN 978-1-4673-4627-6; 2012 Conference on Intelligent Data Understanding; 118-123; <a href="https://doi.org/10.1109/CIDU.2012.6382192">10.1109/CIDU.2012.6382192</a></li> <li>Graham, Matthew J. and Djorgovski, S. G., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20161019-145928167">Connecting the time domain community with the Virtual Astronomical Observatory</a>; ISBN 9780819491497; Observatory Operations: Strategies, Processes, and Systems IV; Art. No. 84480P; <a href="https://doi.org/10.1117/12.926577">10.1117/12.926577</a></li> <li>Drake, A. J. and Djorgovski, S. G., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20121105-131003860">The Catalina Real-time Transient Survey</a>; ISBN 978-1-107-01985-0; New Horizons in Time-Domain Astronomy; 306-308; <a href="https://doi.org/10.1017/S1743921312000889">10.1017/S1743921312000889</a></li> <li>Graham, Matthew J. and Djorgovski, S. G., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20121105-132022053">The VAO Transient Facility</a>; ISBN 978-1-107-01985-0; New Horizons in Time-Domain Astronomy; 318-320; <a href="https://doi.org/10.1017/S1743921312000920">10.1017/S1743921312000920</a></li> <li>Djorgovski, S. G. and Mahabal, A. A., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20121105-130132610">Exploring the Time Domain with Synoptic Sky Surveys</a>; ISBN 978-1-107-01985-0; New Horizons in Time-Domain Astronomy; 141-146; <a href="https://doi.org/10.1017/S1743921312000488">10.1017/S1743921312000488</a></li> <li>Mahabal, Ashish A. and Donalek, C., el al. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20121105-133238798">Real-Time Classification of Transient Events in Synoptic Sky Surveys</a>; ISBN 978-1-107-01985-0; New Horizons in Time-Domain Astronomy; 355-357; <a href="https://doi.org/10.1017/S1743921312001056">10.1017/S1743921312001056</a></li> <li>Mahabal, A. A. and Djorgovski, S. G., el al. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110510-135410406">Classification of Optical Transients: Experiences from PQ and CRTS Surveys</a>; ISBN 978-2-7598-0608-9; GAIA: At the Frontiers of Astrometry; 173-178; <a href="https://doi.org/10.1051/eas/1045030">10.1051/eas/1045030</a></li> <li>Williams, R. D. and Donalek, C., el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110520-140854016">US VAO Facility for Rapid Transients</a>; ISBN 978-1-58381-748-3; Astronomical data analysis software and systems XIX; 123-126</li> <li>Mahabal, Ashish and Djorgovski, S. G., el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110520-131607293">Mixing Bayesian Techniques for Effective Real-time Classification of Astronomical Transients</a>; ISBN 978-1-58381-748-3; Astronomical data analysis software and systems XIX; 115-118</li> <li>Williams, R. D. and Djorgovski, S. G., el al. (2009) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100913-153257900">Skyalert: Real-time Astronomy for You and Your Robots</a>; ISBN 978-1-58381-702-5; Astronomical Data Analysis Software and Systems XVIII; 115-119</li> <li>Donalek, C. and Mahabal, A., el al. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:DONaipcp08">New approaches to object classification in synoptic sky surveys</a>; 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; <a href="https://doi.org/10.1063/1.3059057">10.1063/1.3059057</a></li> <li>Mahabal, A. and Djorgovski, S. G., el al. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:MAHaipcp08">Towards real-time classification of astronomical transients</a>; ISBN 9780735406131; International Conference on Classification and Discovery in Large Astronomical Surveys, Ringberg Castle, Germany, 14–17 October 2008; 287-293; <a href="https://doi.org/10.1063/1.3059064">10.1063/1.3059064</a></li> <li>Djorgovski, S. G. and Donalek, C., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110210-090345699">Some Pattern Recognition Challenges in Data-Intensive Astronomy</a>; ISBN 0-7695-2521-0; The18th International Conference on Pattern Recognition; 856-863; <a href="https://doi.org/10.1109/ICPR.2006.1064">10.1109/ICPR.2006.1064</a></li> <li>Graham, Matthew J. and Djorgovski, S. G., el al. (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110810-140105650">VOStat: A Distributed Statistical Toolkit for the Virtual Observatory</a>; ISBN 1-58381-215-6; Astronomical Data Analysis Software and Systems XIV; 394-398</li> <li>Jacob, Joseph C. and Katz, Daniel S., el al. (2005) <a href="https://resolver.caltech.edu/CaltechCACR:2005.118">Grist: Grid-based Data Mining for Astronomy</a></li> <li>Mahabal, Ashish A. and Djorgovski, S. G., el al. (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110811-102455986">Time Domain Explorations with Digital Sky Surveys</a>; ISBN 1-58381-215-6; Astronomical Data Analysis Software and Systems XIV; 604-608</li> <li>Mahabal, Ashish A. and Djorgovski, S. G., el al. (2005) <a href="https://resolver.caltech.edu/CaltechCACR:2005.117">Time Domain Explorations With Digital Sky Surveys</a></li> <li>Djorgovski, Stan G. and Kulkarni, Shrinivas R., el al. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180111-100855939">The cosmic gamma-ray bursts and their host galaxies in a cosmological context</a>; ISBN 0-8194-4613-0; Discoveries and Research Prospects from 6- to 10-Meter-Class Telescopes II; 238-247; <a href="https://doi.org/10.1117/12.457700">10.1117/12.457700</a></li> <li>Djorgovski, S. G. and Brunner, R., el al. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190723-144623682">Challenges for Cluster Analysis in a Virtual Observatory</a>; ISBN 978-0-387-95546-9; Statistical Challenges in Astronomy; 127-141; <a href="https://doi.org/10.1007/0-387-21529-8_9">10.1007/0-387-21529-8_9</a></li> <li>Mahabal, Ashish and Djorgovski, S. G., el al. (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180711-100710320">Topic maps for custom viewing of data</a>; ISBN 0819446254; Virtual Observatories; 65-76; <a href="https://doi.org/10.1117/12.461516">10.1117/12.461516</a></li> <li>Jacob, Joseph C. and Brunner, Robert, el al. (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180711-093541133">yourSky: rapid desktop access to custom astronomical image mosaics</a>; ISBN 0819446254; Virtual Observatories; 53-64; <a href="https://doi.org/10.1117/12.461514">10.1117/12.461514</a></li> <li>Mahabal, Ashish and Djorgovski, S. G., el al. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180711-110835813">Topic maps as a virtual observatory tool</a>; ISBN 9780819441911; Astronomical Data Analysis; 161-172; <a href="https://doi.org/10.1117/12.447170">10.1117/12.447170</a></li> <li>Djorgovski, S. G. and Mahabal, A., el al. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180711-092405965">Exploration of parameter spaces in a virtual observatory</a>; ISBN 9780819441911; Astronomical Data Analysis; 43-52; <a href="https://doi.org/10.1117/12.447189">10.1117/12.447189</a></li> <li>Djorgovski, S. G. and Brunner, R. J., el al. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190723-160758075">Exploration of Large Digital Sky Surveys</a>; ISBN 978-3-540-42468-0; Mining the Sky; 305-322; <a href="https://doi.org/10.1007/10849171_37">10.1007/10849171_37</a></li> </ul>