@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20200302-105109375, title = "2019 IEEE International Conference on Big Data (Big Data)", chapter = "Multi-View, Generative, Transfer Learning for Distributed Time Series Classification", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200302-105109375", id = "record", isbn = "9781728108582", doi = "10.1109/bigdata47090.2019.9005452" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20191004-134753975, title = "ACM SIGGRAPH 2019 Virtual, Augmented, and Mixed Reality", chapter = "OVS+Tumor: a tool for enhanced lung tumor annotation in VR for machine learning training and analysis", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20191004-134753975", id = "record", isbn = "9781450363204", doi = "10.1145/3306449.3328825" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190711-134821741, title = "2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC)", chapter = "View-Adaptive Weighted Deep Transfer Learning for Distributed Time-Series Classification", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190711-134821741", id = "record", isbn = "9781728126074", doi = "10.1109/compsac.2019.00061" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190325-133557161, chapter = "Bigger Buffer k-d Trees on Multi-Many-Core Systems", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190325-133557161", id = "record", doi = "10.1007/978-3-030-15996-2\_15" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190131-131445274, title = "2018 IEEE International Conference on Big Data (Big Data)", chapter = "Context-Aware Deep Sequence Learning with Multi-View Factor Pooling for Time Series Classification", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190131-131445274", id = "record", isbn = "9781538650356", doi = "10.1109/bigdata.2018.8622253" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20180208-145104828, title = "2017 IEEE Symposium Series on Computational Intelligence (SSCI)", chapter = "Deep-learnt classification of light curves", year = "2017", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180208-145104828", id = "record", isbn = "978-1-5386-2727-3", doi = "10.1109/SSCI.2017.8280984" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20180216-161024980, title = "2017 IEEE Symposium Series on Computational Intelligence (SSCI)", chapter = "Massively-parallel best subset selection for ordinary least-squares regression", year = "2017", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180216-161024980", id = "record", isbn = "978-1-5386-2726-6", doi = "10.1109/SSCI.2017.8285225" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20180220-071833166, title = "2017 IEEE Symposium Series on Computational Intelligence (SSCI)", chapter = "Photometric redshift estimation: An active learning approach", year = "2017", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180220-071833166", id = "record", isbn = "978-1-5386-2727-3", doi = "10.1109/SSCI.2017.8285192" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190828-141822439, title = "Micro- and Nanotechnology Sensors, Systems, and Applications IX", chapter = "The EDRN knowledge environment: an open source, scalable informatics platform for biological sciences research", year = "2017", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190828-141822439", id = "record", isbn = "9781510608894", doi = "10.1117/12.2263842" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160105-071616841, title = "2015 IEEE International Conference on Big Data (Big Data)", chapter = "From stars to patients: Lessons from space science and astrophysics for health care informatics", year = "2015", url = "https://resolver.caltech.edu/CaltechAUTHORS:20160105-071616841", id = "record", isbn = "978-1-4799-9925-5", doi = "10.1109/BigData.2015.7364135" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20151113-151109081, title = "Machine Learning and Knowledge Discovery in Databases", chapter = "Star Classification Under Data Variability: An Emerging Challenge in Astroinformatics", year = "2015", url = "https://resolver.caltech.edu/CaltechAUTHORS:20151113-151109081", id = "record", isbn = "978-3-319-23460-1", doi = "10.1007/978-3-319-23461-8\_22" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20141217-103710003, title = "2014 IEEE 10th International Conference on e-Science", chapter = "Automated Real-Time Classification and Decision Making in Massive Data Streams from Synoptic Sky Surveys", year = "2014", url = "https://resolver.caltech.edu/CaltechAUTHORS:20141217-103710003", id = "record", isbn = "978-1-4799-4288-6", doi = "10.1109/eScience.2014.7" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20150113-112433536, chapter = "Immersive and Collaborative Data Visualization Using Virtual Reality Platforms", year = "2014", url = "https://resolver.caltech.edu/CaltechAUTHORS:20150113-112433536", id = "record", doi = "10.1109/BigData.2014.7004282" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190502-161809010, chapter = "Novel Measures for Rare Transients", year = "2013", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190502-161809010", id = "record" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20140324-134154762, title = "Big Data, 2013 IEEE International Conference", chapter = "Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets", year = "2013", url = "https://resolver.caltech.edu/CaltechAUTHORS:20140324-134154762", id = "record", isbn = "978-1-4799-1292-6", doi = "10.1109/BigData.2013.6691731" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20150713-125431089, title = "Planets, Stars and Stellar Systems", chapter = "Sky Surveys", year = "2013", url = "https://resolver.caltech.edu/CaltechAUTHORS:20150713-125431089", id = "record", isbn = "978-94-007-5617-5", doi = "10.1007/978-94-007-5618-2\_5" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20170207-173845918, title = "2012 Conference on Intelligent Data Understanding", chapter = "Data Understanding using Semi-Supervised Clustering", year = "2012", url = "https://resolver.caltech.edu/CaltechAUTHORS:20170207-173845918", id = "record", isbn = "978-1-4673-4627-6", doi = "10.1109/CIDU.2012.6382192" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20130401-144342419, title = "2012 IEEE 8th International Conference on E-Science", chapter = "Flashes in a star stream: Automated classification of astronomical transient events", year = "2012", url = "https://resolver.caltech.edu/CaltechAUTHORS:20130401-144342419", id = "record", isbn = "978-1-4673-4467-8", doi = "10.1109/eScience.2012.6404437" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20161019-145928167, title = "Observatory Operations: Strategies, Processes, and Systems IV", chapter = "Connecting the time domain community with the Virtual Astronomical Observatory", year = "2012", url = "https://resolver.caltech.edu/CaltechAUTHORS:20161019-145928167", id = "record", isbn = "9780819491497", doi = "10.1117/12.926577" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20121105-131003860, title = "New Horizons in Time-Domain Astronomy", chapter = "The Catalina Real-time Transient Survey", year = "2012", url = "https://resolver.caltech.edu/CaltechAUTHORS:20121105-131003860", id = "record", isbn = "978-1-107-01985-0", doi = "10.1017/S1743921312000889" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20121105-130132610, title = "New Horizons in Time-Domain Astronomy", chapter = "Exploring the Time Domain with Synoptic Sky Surveys", year = "2012", url = "https://resolver.caltech.edu/CaltechAUTHORS:20121105-130132610", id = "record", isbn = "978-1-107-01985-0", doi = "10.1017/S1743921312000488" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20121105-132022053, title = "New Horizons in Time-Domain Astronomy", chapter = "The VAO Transient Facility", year = "2012", url = "https://resolver.caltech.edu/CaltechAUTHORS:20121105-132022053", id = "record", isbn = "978-1-107-01985-0", doi = "10.1017/S1743921312000920" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20121105-133238798, title = "New Horizons in Time-Domain Astronomy", chapter = "Real-Time Classification of Transient Events in Synoptic Sky Surveys", year = "2011", url = "https://resolver.caltech.edu/CaltechAUTHORS:20121105-133238798", id = "record", isbn = "978-1-107-01985-0", doi = "10.1017/S1743921312001056" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20110510-135410406, title = "GAIA: At the Frontiers of Astrometry", chapter = "Classification of Optical Transients: Experiences from PQ and CRTS Surveys", year = "2011", url = "https://resolver.caltech.edu/CaltechAUTHORS:20110510-135410406", id = "record", isbn = "978-2-7598-0608-9", doi = "10.1051/eas/1045030" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20110520-140854016, title = "Astronomical data analysis software and systems XIX", chapter = "US VAO Facility for Rapid Transients", year = "2010", url = "https://resolver.caltech.edu/CaltechAUTHORS:20110520-140854016", id = "record", isbn = "978-1-58381-748-3" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20110520-131607293, title = "Astronomical data analysis software and systems XIX", chapter = "Mixing Bayesian Techniques for Effective Real-time Classification of Astronomical Transients", year = "2010", url = "https://resolver.caltech.edu/CaltechAUTHORS:20110520-131607293", id = "record", isbn = "978-1-58381-748-3" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20100913-153257900, title = "Astronomical Data Analysis Software and Systems XVIII", chapter = "Skyalert: Real-time Astronomy for You and Your Robots", year = "2009", url = "https://resolver.caltech.edu/CaltechAUTHORS:20100913-153257900", id = "record", isbn = "978-1-58381-702-5" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:MAHaipcp08, title = "International Conference on Classification and Discovery in Large Astronomical Surveys, Ringberg Castle, Germany, 14–17 October 2008", chapter = "Towards real-time classification of astronomical transients", year = "2008", url = "https://resolver.caltech.edu/CaltechAUTHORS:MAHaipcp08", id = "record", isbn = "9780735406131", doi = "10.1063/1.3059064" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:DONaipcp08, title = {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}, chapter = "New approaches to object classification in synoptic sky surveys", year = "2008", url = "https://resolver.caltech.edu/CaltechAUTHORS:DONaipcp08", id = "record", isbn = "9780735406131", doi = "10.1063/1.3059057" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20110210-090345699, title = "The18th International Conference on Pattern Recognition", chapter = "Some Pattern Recognition Challenges in Data-Intensive Astronomy", year = "2006", url = "https://resolver.caltech.edu/CaltechAUTHORS:20110210-090345699", id = "record", isbn = "0-7695-2521-0", doi = "10.1109/ICPR.2006.1064" } @inbook{https://resolver.caltech.edu/CaltechCACR:2005.118, chapter = "Grist: Grid-based Data Mining for Astronomy", year = "2005", url = "https://resolver.caltech.edu/CaltechCACR:2005.118", id = "record" } @inbook{https://resolver.caltech.edu/CaltechCACR:2005.117, chapter = "Time Domain Explorations With Digital Sky Surveys", year = "2005", url = "https://resolver.caltech.edu/CaltechCACR:2005.117", id = "record" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20110810-140105650, title = "Astronomical Data Analysis Software and Systems XIV", chapter = "VOStat: A Distributed Statistical Toolkit for the Virtual Observatory", year = "2005", url = "https://resolver.caltech.edu/CaltechAUTHORS:20110810-140105650", id = "record", isbn = "1-58381-215-6" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20110811-102455986, title = "Astronomical Data Analysis Software and Systems XIV", chapter = "Time Domain Explorations with Digital Sky Surveys", year = "2005", url = "https://resolver.caltech.edu/CaltechAUTHORS:20110811-102455986", id = "record", isbn = "1-58381-215-6" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20180111-100855939, title = "Discoveries and Research Prospects from 6- to 10-Meter-Class Telescopes II", chapter = "The cosmic gamma-ray bursts and their host galaxies in a cosmological context", year = "2003", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180111-100855939", id = "record", isbn = "0-8194-4613-0", doi = "10.1117/12.457700" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190723-144623682, title = "Statistical Challenges in Astronomy", chapter = "Challenges for Cluster Analysis in a Virtual Observatory", year = "2003", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190723-144623682", id = "record", isbn = "978-0-387-95546-9", doi = "10.1007/0-387-21529-8\_9" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20180711-093541133, title = "Virtual Observatories", chapter = "yourSky: rapid desktop access to custom astronomical image mosaics", year = "2002", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180711-093541133", id = "record", isbn = "0819446254", doi = "10.1117/12.461514" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20180711-100710320, title = "Virtual Observatories", chapter = "Topic maps for custom viewing of data", year = "2002", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180711-100710320", id = "record", isbn = "0819446254", doi = "10.1117/12.461516" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20180711-110835813, title = "Astronomical Data Analysis", chapter = "Topic maps as a virtual observatory tool", year = "2001", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180711-110835813", id = "record", isbn = "9780819441911", doi = "10.1117/12.447170" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20180711-092405965, title = "Astronomical Data Analysis", chapter = "Exploration of parameter spaces in a virtual observatory", year = "2001", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180711-092405965", id = "record", isbn = "9780819441911", doi = "10.1117/12.447189" } @inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190723-160758075, title = "Mining the Sky", chapter = "Exploration of Large Digital Sky Surveys", year = "2001", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190723-160758075", id = "record", isbn = "978-3-540-42468-0", doi = "10.1007/10849171\_37" }