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BibTeX records: Matthew J. Graham
@article{DBLP:journals/corr/abs-2207-09060, author = {Gabriele Benelli and Thomas Y. Chen and Javier M. Duarte and Matthew Feickert and Matthew J. Graham and Lindsey Gray and Dan Hackett and Philip C. Harris and Shih{-}Chieh Hsu and Gregor Kasieczka and Elham E Khoda and Matthias Komm and Mia Liu and Mark S. Neubauer and Scarlet Norberg and Alexx Perloff and Marcel Rieger and Claire Savard and Kazuhiro Terao and Savannah Thais and Avik Roy and Jean{-}Roch Vlimant and Grigorios Chachamis}, title = {Data Science and Machine Learning in Education}, journal = {CoRR}, volume = {abs/2207.09060}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.09060}, doi = {10.48550/ARXIV.2207.09060}, eprinttype = {arXiv}, eprint = {2207.09060}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-09060.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-01493, author = {S. George Djorgovski and Ashish Mahabal and Matthew J. Graham and Kai Polsterer and Alberto Krone{-}Martins}, title = {Applications of {AI} in Astronomy}, journal = {CoRR}, volume = {abs/2212.01493}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.01493}, doi = {10.48550/ARXIV.2212.01493}, eprinttype = {arXiv}, eprint = {2212.01493}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-01493.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigda/SravanGFC21, author = {Niharika Sravan and Matthew J. Graham and Christoffer Fremling and Michael W. Coughlin}, editor = {Shelly Sachdeva and Yutaka Watanobe and Subhash Bhalla}, title = {Autonomous Real-Time Science-Driven Follow-up of Survey Transients}, booktitle = {Big-Data-Analytics in Astronomy, Science, and Engineering - 9th International Conference on Big Data Analytics, {BDA} 2021, Virtual Event, December 7-9, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13167}, pages = {59--72}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-96600-3\_5}, doi = {10.1007/978-3-030-96600-3\_5}, timestamp = {Tue, 05 Apr 2022 16:09:32 +0200}, biburl = {https://dblp.org/rec/conf/bigda/SravanGFC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-13352, author = {Dmitry A. Duev and Bryce T. Bolin and Matthew J. Graham and Michael S. P. Kelley and Ashish Mahabal and Eric C. Bellm and Michael W. Coughlin and Richard Dekany and George Helou and Shrinivas R. Kulkarni and Frank J. Masci and Thomas A. Prince and Reed Riddle and Maayane T. Soumagnac and Stefan Johann van der Walt}, title = {Tails: Chasing Comets with the Zwicky Transient Facility and Deep Learning}, journal = {CoRR}, volume = {abs/2102.13352}, year = {2021}, url = {https://arxiv.org/abs/2102.13352}, eprinttype = {arXiv}, eprint = {2102.13352}, timestamp = {Tue, 02 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-13352.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-00522, author = {Gabrielle Allen and Igor Andreoni and Etienne Bachelet and G. Bruce Berriman and Federica B. Bianco and Rahul Biswas and Matias Carrasco Kind and Kyle Chard and Minsik Cho and Philip S. Cowperthwaite and Zachariah B. Etienne and Daniel George and Tom Gibbs and Matthew J. Graham and William Gropp and Anushri Gupta and Roland Haas and E. A. Huerta and Elise Jennings and Daniel S. Katz and Asad Khan and Volodymyr V. Kindratenko and William T. C. Kramer and Xin Liu and Ashish Mahabal and Kenton McHenry and J. M. Miller and Mark S. Neubauer and Steve Oberlin and Alexander Reinefeld and Shawn Rosofsky and Milton Ruiz and Aaron Saxton and Bernard F. Schutz and Alexander G. Schwing and Ed Seidel and Stuart L. Shapiro and Hongyu Shen and Yue Shen and Brigitta Miksztai{-}R{\'{e}}they and Lunan Sun and John Towns and Antonios Tsokaros and Wei Wei and Jack Wells and Timothy J. Williams and Jinjun Xiong and Zhizhen Zhao}, title = {Deep Learning for Multi-Messenger Astrophysics: {A} Gateway for Discovery in the Big Data Era}, journal = {CoRR}, volume = {abs/1902.00522}, year = {2019}, url = {http://arxiv.org/abs/1902.00522}, eprinttype = {arXiv}, eprint = {1902.00522}, timestamp = {Wed, 09 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-00522.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-11779, author = {E. A. Huerta and Gabrielle Allen and Igor Andreoni and Javier Mauricio Antelis and Etienne Bachelet and G. Bruce Berriman and Federica B. Bianco and Rahul Biswas and Matias Carrasco Kind and Kyle Chard and Minsik Cho and Philip S. Cowperthwaite and Zachariah B. Etienne and Maya Fishbach and Francisco F{\"{o}}rster and Daniel George and Tom Gibbs and Matthew J. Graham and William Gropp and Robert A. Gruendl and Anushri Gupta and Roland Haas and Sarah Habib and Elise Jennings and Margaret W. G. Johnson and Erik Katsavounidis and Daniel S. Katz and Asad Khan and Volodymyr V. Kindratenko and William T. C. Kramer and Xin Liu and Ashish Mahabal and Zsuzsa M{\'{a}}rka and Kenton McHenry and Jonah Miller and Claudia Moreno and Mark S. Neubauer and Steve Oberlin and Alexander R. Olivas and Donald Petravick and Adam Rebei and Shawn Rosofsky and Milton Ruiz and Aaron Saxton and Bernard F. Schutz and Alexander G. Schwing and Ed Seidel and Stuart L. Shapiro and Hongyu Shen and Yue Shen and Leo Singer and Brigitta M. Sipocz and Lunan Sun and John Towns and Antonios Tsokaros and Wei Wei and Jack Wells and Timothy J. Williams and Jinjun Xiong and Zhizhen Zhao}, title = {Enabling real-time multi-messenger astrophysics discoveries with deep learning}, journal = {CoRR}, volume = {abs/1911.11779}, year = {2019}, url = {http://arxiv.org/abs/1911.11779}, eprinttype = {arXiv}, eprint = {1911.11779}, timestamp = {Wed, 09 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-11779.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jss/HuckaG18, author = {Michael Hucka and Matthew J. Graham}, title = {Software search is not a science, even among scientists: {A} survey of how scientists and engineers find software}, journal = {J. Syst. Softw.}, volume = {141}, pages = {171--191}, year = {2018}, url = {https://doi.org/10.1016/j.jss.2018.03.047}, doi = {10.1016/J.JSS.2018.03.047}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jss/HuckaG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssci/MahabalSGPDDG17, author = {Ashish Mahabal and Kshiteej Sheth and Fabian Gieseke and Akshay Pai and S. George Djorgovski and Andrew J. Drake and Matthew J. Graham}, title = {Deep-learnt classification of light curves}, booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI} 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017}, pages = {1--8}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/SSCI.2017.8280984}, doi = {10.1109/SSCI.2017.8280984}, timestamp = {Tue, 15 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ssci/MahabalSGPDDG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-06257, author = {Ashish Mahabal and Kshiteej Sheth and Fabian Gieseke and Akshay Pai and S. George Djorgovski and Andrew J. Drake and Matthew J. Graham}, title = {Deep-Learnt Classification of Light Curves}, journal = {CoRR}, volume = {abs/1709.06257}, year = {2017}, url = {http://arxiv.org/abs/1709.06257}, eprinttype = {arXiv}, eprint = {1709.06257}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-06257.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fgcs/DjorgovskiGDMDT16, author = {S. George Djorgovski and Matthew J. Graham and Ciro Donalek and Ashish Mahabal and Andrew J. Drake and Michael J. Turmon and Thomas J. Fuchs}, title = {Real-time data mining of massive data streams from synoptic sky surveys}, journal = {Future Gener. Comput. Syst.}, volume = {59}, pages = {95--104}, year = {2016}, url = {https://doi.org/10.1016/j.future.2015.10.013}, doi = {10.1016/J.FUTURE.2015.10.013}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fgcs/DjorgovskiGDMDT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/astroinf/GrahamDSDM16, author = {Matthew J. Graham and S. George Djorgovski and Daniel J. Stern and Andrew J. Drake and Ashish Mahabal}, editor = {Massimo Brescia and S. George Djorgovski and Eric D. Feigelson and Giuseppe Longo and Stefano Cavuoti}, title = {Detection of quasars in the time domain}, booktitle = {Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016}, series = {Proceedings of the International Astronomical Union}, volume = {12}, number = {{S325}}, pages = {231--241}, publisher = {Cambridge University Press}, year = {2016}, url = {https://doi.org/10.1017/S1743921317000102}, doi = {10.1017/S1743921317000102}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/astroinf/GrahamDSDM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DjorgovskiGDMDT16, author = {S. George Djorgovski and Matthew J. Graham and Ciro Donalek and Ashish Mahabal and Andrew J. Drake and Michael J. Turmon and Thomas J. Fuchs}, title = {Real-Time Data Mining of Massive Data Streams from Synoptic Sky Surveys}, journal = {CoRR}, volume = {abs/1601.04385}, year = {2016}, url = {http://arxiv.org/abs/1601.04385}, eprinttype = {arXiv}, eprint = {1601.04385}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DjorgovskiGDMDT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HuckaG16, author = {Michael Hucka and Matthew J. Graham}, title = {Software search is not a science, even among scientists}, journal = {CoRR}, volume = {abs/1605.02265}, year = {2016}, url = {http://arxiv.org/abs/1605.02265}, eprinttype = {arXiv}, eprint = {1605.02265}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HuckaG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/DonalekDCWZLYMGDDNL14, author = {Ciro Donalek and S. George Djorgovski and Alex Cioc and Anwell Wang and Jerry Zhang and Elizabeth Lawler and Stacy Yeh and Ashish Mahabal and Matthew J. Graham and Andrew J. Drake and Scott Davidoff and Jeffrey S. Norris and Giuseppe Longo}, editor = {Jimmy Lin and Jian Pei and Xiaohua Hu and Wo Chang and Raghunath Nambiar and Charu C. Aggarwal and Nick Cercone and Vasant G. Honavar and Jun Huan and Bamshad Mobasher and Saumyadipta Pyne}, title = {Immersive and collaborative data visualization using virtual reality platforms}, booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014), Washington, DC, USA, October 27-30, 2014}, pages = {609--614}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/BigData.2014.7004282}, doi = {10.1109/BIGDATA.2014.7004282}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/DonalekDCWZLYMGDDNL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eScience/DjorgovskiMDGDTF14, author = {S. George Djorgovski and Ashish Mahabal and Ciro Donalek and Matthew J. Graham and Andrew J. Drake and Michael J. Turmon and Thomas J. Fuchs}, title = {Automated Real-Time Classification and Decision Making in Massive Data Streams from Synoptic Sky Surveys}, booktitle = {10th {IEEE} International Conference on e-Science, eScience 2014, Sao Paulo, Brazil, October 20-24, 2014}, pages = {204--211}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/eScience.2014.7}, doi = {10.1109/ESCIENCE.2014.7}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eScience/DjorgovskiMDGDTF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DonalekDDCWLNZLYMGD14, author = {Ciro Donalek and S. George Djorgovski and Scott Davidoff and Alex Cioc and Anwell Wang and Giuseppe Longo and Jeffrey S. Norris and Jerry Zhang and Elizabeth Lawler and Stacy Yeh and Ashish Mahabal and Matthew J. Graham and Andrew J. Drake}, title = {Immersive and Collaborative Data Visualization Using Virtual Reality Platforms}, journal = {CoRR}, volume = {abs/1410.7670}, year = {2014}, url = {http://arxiv.org/abs/1410.7670}, eprinttype = {arXiv}, eprint = {1410.7670}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DonalekDDCWLNZLYMGD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/DonalekDMGDAPFTYL13, author = {Ciro Donalek and S. George Djorgovski and Ashish Mahabal and Matthew J. Graham and Andrew J. Drake and Arun Kumar A. and N. Sajeeth Philip and Thomas J. Fuchs and Michael J. Turmon and Michael Ting{-}Chang Yang and Giuseppe Longo}, editor = {Xiaohua Hu and Tsau Young Lin and Vijay V. Raghavan and Benjamin W. Wah and Ricardo Baeza{-}Yates and Geoffrey C. Fox and Cyrus Shahabi and Matthew Smith and Qiang Yang and Rayid Ghani and Wei Fan and Ronny Lempel and Raghunath Nambiar}, title = {Feature selection strategies for classifying high dimensional astronomical data sets}, booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013), 6-9 October 2013, Santa Clara, CA, {USA}}, pages = {35--41}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/BigData.2013.6691731}, doi = {10.1109/BIGDATA.2013.6691731}, timestamp = {Fri, 19 Nov 2021 16:08:20 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/DonalekDMGDAPFTYL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DonalekADMGFTPYL13, author = {Ciro Donalek and Arun Kumar A. and S. George Djorgovski and Ashish Mahabal and Matthew J. Graham and Thomas J. Fuchs and Michael J. Turmon and N. Sajeeth Philip and Michael Ting{-}Chang Yang and Giuseppe Longo}, title = {Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets}, journal = {CoRR}, volume = {abs/1310.1976}, year = {2013}, url = {http://arxiv.org/abs/1310.1976}, eprinttype = {arXiv}, eprint = {1310.1976}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DonalekADMGFTPYL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dpd/GrahamDMDDL12, author = {Matthew J. Graham and S. George Djorgovski and Ashish Mahabal and Ciro Donalek and Andrew J. Drake and Giuseppe Longo}, title = {Data challenges of time domain astronomy}, journal = {Distributed Parallel Databases}, volume = {30}, number = {5-6}, pages = {371--384}, year = {2012}, url = {https://doi.org/10.1007/s10619-012-7101-7}, doi = {10.1007/S10619-012-7101-7}, timestamp = {Mon, 18 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dpd/GrahamDMDDL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eScience/DjorgovskiMDGDMT12, author = {S. George Djorgovski and Ashish Mahabal and Ciro Donalek and Matthew J. Graham and Andrew J. Drake and Baback Moghaddam and Mike Turmon}, title = {Flashes in a star stream: Automated classification of astronomical transient events}, booktitle = {8th {IEEE} International Conference on E-Science, e-Science 2012, Chicago, IL, USA, October 8-12, 2012}, pages = {1--8}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/eScience.2012.6404437}, doi = {10.1109/ESCIENCE.2012.6404437}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eScience/DjorgovskiMDGDMT12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/DjorgovskiDMMTGDSC11, author = {S. George Djorgovski and Ciro Donalek and Ashish Mahabal and Baback Moghaddam and Mike Turmon and Matthew J. Graham and Andrew J. Drake and Nihar Sharma and Yutong Chen}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Towards an Automated Classification of Transient Events in Synoptic Sky Surveys}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {174--188}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 11:29:51 +0100}, biburl = {https://dblp.org/rec/conf/cidu/DjorgovskiDMMTGDSC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1106-3305, author = {Matthew J. Graham}, title = {The Art of Data Science}, journal = {CoRR}, volume = {abs/1106.3305}, year = {2011}, url = {http://arxiv.org/abs/1106.3305}, eprinttype = {arXiv}, eprint = {1106.3305}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1106-3305.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fave/DjorgovskiHMVKFG09, author = {S. George Djorgovski and Piet Hut and Steve McMillan and E. Vesperini and Robert A. Knop Jr. and W. Farr and Matthew J. Graham}, editor = {Fritz Lehmann{-}Grube and Jan Sablatnig}, title = {Exploring the Use of Virtual Worlds as a Scientific Research Platform: The Meta-Institute for Computational Astrophysics {(MICA)}}, booktitle = {Facets of Virtual Environments - First International Conference, FaVE 2009, Berlin, Germany, July 27-29, 2009, Revised Selected Papers}, series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering}, volume = {33}, pages = {29--43}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-11743-5\_3}, doi = {10.1007/978-3-642-11743-5\_3}, timestamp = {Mon, 06 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/fave/DjorgovskiHMVKFG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0907-3520, author = {S. George Djorgovski and Piet Hut and Steve McMillan and E. Vesperini and Robert A. Knop Jr. and W. Farr and Matthew J. Graham}, title = {Exploring the Use of Virtual Worlds as a Scientific Research Platform: The Meta-Institute for Computational Astrophysics {(MICA)}}, journal = {CoRR}, volume = {abs/0907.3520}, year = {2009}, url = {http://arxiv.org/abs/0907.3520}, eprinttype = {arXiv}, eprint = {0907.3520}, timestamp = {Mon, 06 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-0907-3520.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/DjorgovskiDMWDGG06, author = {S. George Djorgovski and Ciro Donalek and Ashish Mahabal and R. Williams and Andrew J. Drake and Matthew J. Graham and E. Glikman}, title = {Some Pattern Recognition Challenges in Data-Intensive Astronomy}, booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006), 20-24 August 2006, Hong Kong, China}, pages = {856--863}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/ICPR.2006.1064}, doi = {10.1109/ICPR.2006.1064}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/DjorgovskiDMWDGG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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