Robert Brunner

Articles

• Brunner, R., Karliner, I., Mohr, J., Plante, R., Selen, M., Thaler, J., & Carlstrom, J. Forthcoming. Submitted by Fermilab J. Annis, S. Dodelson, B. Flaugher, J. Frieman, M. Gladders*, L. Hui, S. Kent, H. Lin, P. Limon, J. Peoples, V. Scarpine, A. Stebbins, C. Stoughton, D. Tucker, W. Wester* Carnegie Observatories.
• CIT, S., Gal, R., de Carvalho, R., Odewahn, S., Mahabal, A., Brunner, R., CIT, P., & Team, D. Forthcoming. Session 60. Building a Virtual Observatory Display, Wednesday, June 5, 2002, 10: 00am-7: 00pm, SW Exhibit Hall.
• Djorgovski, S., Brunner, R., Harrison, F., Gal, R., Odewahn, S., de Carvalho, R., Mahabal, A., & Castro, S. Forthcoming. Session 65. Unification and Temporal Evolution of Active Galaxies Oral, Thursday, January 13, 2000, 2: 00-3: 30pm, Regency VI.
• Kaikaus, J., Li, H., & Brunner, R. (2023). Humans vs. ChatGPT: Evaluating Annotation Methods for Financial Corpora. 2023 IEEE International Conference on Big Data (BigData), 2831-2838.
• Brunner, R. (2021). Extended Isolation Forest. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, (4), 1479-1489.
• Brunner, R., Biscarri, W., & Zhao, S. (2018). A simple and fast method for computing the Poisson binomial distribution function. Computational Statistics and Data Analysis, 122 92-100.
• Brunner, R., Carrasco, M., & Yu, W. (2017). Vizic: A Jupyter-based interactive visualization tool for astronomical catalogs. Astronomy and Computing, 20 128-139.
• Brunner, R., & Kim, E. (2016). Teaching data science. Procedia Computer Science, 80 1947-1956.
• Kamdar, H., Turk, M., & Brunner, R. (2016). Machine learning and cosmological simulations--ii. hydrodynamical simulations. Monthly Notices of the Royal Astronomical Society, Oxford University Press, 457 (2), 1162--1179.
• Kim, E., & Brunner, R. (2016). Star-galaxy classification using deep convolutional neural networks. Monthly Notices of the Royal Astronomical Society, Oxford University Press, stw2672.
• Agrawal, A., & Brunner, R. (2015). Deploying Big Data Applications to the Cloud.
• Kim, E., Brunner, R., & Carrasco Kind, M. (2015). A hybrid ensemble learning approach to star--galaxy classification. Monthly Notices of the Royal Astronomical Society, Oxford University Press, 453 (1), 507--521.
• Lee, J., & Brunner, R. (2015). Creating updated, scientifically-calibrated mosaic images for the RC3 catalogue. arXiv preprint arXiv:1512.01204.
• Carrasco Kind, M., & Brunner, R. (2014). Exhausting the information: novel Bayesian combination of photometric redshift PDFs. Monthly Notices of the Royal Astronomical Society, Oxford University Press, 442 (4), 3380--3399.
• Carrasco Kind, M., & Brunner, R. (2014). MLZ: Machine Learning for photo-Z. Astrophysics Source Code Library, ascl--1403.
• Carrasco Kind, M., & Brunner, R. (2014). SOM z: photometric redshift PDFs with self-organizing maps and random atlas. Monthly Notices of the Royal Astronomical Society, Oxford University Press, 438 (4), 3409--3421.
• Carrasco Kind, M., & Brunner, R. (2014). Sparse representation of photometric redshift probability density functions: preparing for petascale astronomy. Monthly Notices of the Royal Astronomical Society, Oxford University Press, 441 (4), 3550--3561.
• Kind, M., & Brunner, R. (2014). Sparse Representation of Photometric Redshift PDFs: Preparing for Petascale Astronomy. arXiv preprint arXiv:1404.6442.
• Lacy, M., Farrah, D., Brandt, N., Sako, M., Richards, G., Norris, R., Ridgway, S., Afonso, J., Brunner, R., Clements, D., & others, . (2014). A warm Spitzer survey of the LSST/DES'Deep drilling'fields. Spitzer Proposal, 11086.
• S\'anchez, C, ., Carrasco Kind, M., Lin, H., Miquel, R., Abdalla, F., Amara, A., Banerji, M., Bonnett, C., Brunner, R., Capozzi, D., & others, . (2014). Photometric redshift analysis in the Dark Energy Survey science verification data. Monthly Notices of the Royal Astronomical Society, Oxford University Press, 445 (2), 1482--1506.
• Carrasco Kind, M., & Brunner, R. (2013). TPZ: photometric redshift PDFs and ancillary information by using prediction trees and random forests. Monthly Notices of the Royal Astronomical Society, The Royal Astronomical Society, 432 (2), 1483--1501.
• Hacker, T., Brunner, R., Lundgren, B., & York, D. (2013). Narrow absorption line variability in repeat quasar observations from the Sloan Digital Sky Survey. Monthly Notices of the Royal Astronomical Society, The Royal Astronomical Society, 434 (1), 163--185.
• Hayes, B., & Brunner, R. (2013). The SDSS DR7 galaxy angular power spectrum: volume limits and galaxy morphology. Monthly Notices of the Royal Astronomical Society, The Royal Astronomical Society, 428 (4), 3487--3496.
• Kind, M., & Brunner, R. (2013). SOM$\zeta$: photometric redshift PDFs with self organizing maps and random atlas.
• Liang, F., & Brunner, R. (2013). New Probabilistic Galaxy Classification in Large Photometric Surveys. Astronomical Data Analysis Software and Systems XXII, 475 21.
• Allen, A., Berriman, B., Brunner, R., Burger, D., DuPrie, K., Hanisch, R., Mann, R., Mink, J., Sandin, C., Shortridge, K., & others, . (2012). Bring out your codes! Bring out your codes!(Increasing Software Visibility and Re-use). arXiv preprint arXiv:1212.1915.
• Hayes, B., Brunner, R., & Ross, A. (2012). The Sloan Digital Sky Survey Data Release 7 galaxy angular power spectrum. Monthly Notices of the Royal Astronomical Society, Blackwell Publishing Ltd Oxford, UK, 421 (3), 2043--2053.
• Hayes, B., Brunner, R., & Ross, A. (2011). The SDSS DR7 Galaxy Angular Power Spectrum. arXiv preprint arXiv:1112.5723.
• Ball, N., & Brunner, R. (2010). Data mining and machine learning in astronomy. International Journal of Modern Physics D, World Scientific Publishing Company, 19 (07), 1049--1106.
• Kindratenko, V., Wilhelmson, R., Brunner, R., Mart\"\inez, Todd J, ., & Hwu, W. (2010). High-performance computing with accelerators. Computing in Science \& Engineering, IEEE, 12 (4), 12--16.
• Ross, A., Percival, W., & Brunner, R. (2010). Evolution of the clustering of photometrically selected SDSS galaxies. Monthly Notices of the Royal Astronomical Society, Blackwell Publishing Ltd Oxford, UK, 407 (1), 420--434.
• Bloom, J., Borne, K., Brunner, R., Butler, N., Chernoff, D., Connolly, B., Connolly, A., Connors, A., Scientific, E., Cutler, C., & others, . (2009). Astroinformatics: A 21st Century Approach to Astronomy.
• Croom, S., Richards, G., Shanks, T., Boyle, B., Sharp, R., Bland-Hawthorn, J., Bridges, T., Brunner, R., Cannon, R., Carson, D., & others, . (2009). The 2dF-SDSS LRG and QSO Survey: the spectroscopic QSO catalogue. Monthly Notices of the Royal Astronomical Society, Blackwell Publishing Ltd Oxford, UK, 392 (1), 19--44.
• Kindratenko, V., Myers, A., & Brunner, R. (2009). Implementation of the two-point angular correlation function on a high-performance reconfigurable computer. Scientific Programming, IOS Press, 17 (3), 247--259.
• Kindratenko, V., Roeh, D., Martinez, A., Shi, G., & Brunner, R. (2009). Investigating application analysis and design methodologies for computational accelerators. NCSA, Tech. Rep.
• Loredo, T., Accomazzi, A., Bloom, J., Borne, K., Brunner, R., Burke, D., Butler, N., Chernoff, D., Connolly, B., Connolly, A., & others, . (2009). The astronomical information sciences: a keystone for 21st-century astronomy. astro2010: The Astronomy and Astrophysics Decadal Survey, 2010 P34.
• Lundgren, B., Brunner, R., York, D., Ross, A., Quashnock, J., Myers, A., Schneider, D., AlSayyad, Y., & Bahcall, N. (2009). A cross-correlation analysis of Mg II absorption line systems and luminous red galaxies from the SDSS DR5. The Astrophysical Journal, IOP Publishing, 698 (1), 819.
• Richards, G., Deo, R., Lacy, M., Myers, A., Nichol, R., ZAkAMSkA, N., Brunner, R., Brandt, W., Gray, A., Parejko, J., & others, . (2009). Eight-dimensional mid-infrared/optical Bayesian quasar selection. The Astronomical Journal, IOP Publishing, 137 (4), 3884.
• Ross, A., & Brunner, R. (2009). Halo-model analysis of the clustering of photometrically selected galaxies from SDSS. Monthly Notices of the Royal Astronomical Society, Blackwell Publishing Ltd Oxford, UK, 399 (2), 878--887.
• Ball, N., Brunner, R., Myers, A., Strand, N., Alberts, S., & Tcheng, D. (2008). Machine Learning for Probability Density Functions. The Astrophysical Journal, Institute of Physics Publishing, 683 12--21.
• Ball, N., Brunner, R., Myers, A., Strand, N., Alberts, S., & Tcheng, D. (2008). Robust machine learning applied to astronomical data sets. iii. probabilistic photometric redshifts for galaxies and quasars in the sdss and galex. The Astrophysical Journal, IOP Publishing, 683 (1), 12.
• Ball, N., Loveday, J., & Brunner, R. (2008). Galaxy colour, morphology and environment in the Sloan Digital Sky Survey. Monthly Notices of the Royal Astronomical Society, Blackwell Publishing Ltd Oxford, UK, 383 (3), 907--922.
• Da\^Angela, J, ., Shanks, T., Croom, S., Weilbacher, P., Brunner, R., Couch, W., Miller, L., Myers, A., Nichol, R., Pimbblet, K., & others, . (2008). The 2dF-SDSS LRG and QSO survey: QSO clustering and the L--z degeneracy. Monthly Notices of the Royal Astronomical Society, The Royal Astronomical Society, 383 (2), 565--580.
• Myers, A., Richards, G., Brunner, R., Schneider, D., Strand, N., Hall, P., Blomquist, J., & York, D. (2008). Quasar Clustering at 25 h- 1 kpc from a Complete Sample of Binaries. The Astrophysical Journal, IOP Publishing, 678 (2), 635.
• Richards, G., Myers, A., Gray, A., Riegel, R., Nichol, R., Brunner, R., Szalay, A., Schneider, D., & Anderson, S. (2008). Efficient photometric selection of quasars from the Sloan Digital Sky Survey. II.~ 1, 000, 000 quasars from Data Release 6. The Astrophysical Journal Supplement Series, IOP Publishing, 180 (1), 67.
• Ross, A., Brunner, R., & Myers, A. (2008). Normalization of the matter power spectrum via higher order angular correlations of luminous red galaxies. The Astrophysical Journal, IOP Publishing, 682 (2), 737.
• Strand, N., Brunner, R., & Myers, A. (2008). AGN environments in the sloan digital sky survey. I. dependence on type, redshift, and luminosity. The Astrophysical Journal, IOP Publishing, 688 (1), 180.
• Wilhite, B., Brunner, R., Grier, C., Schneider, D., & Vanden Berk, D. (2008). On the variability of quasars: a link between the Eddington ratio and optical variability? Monthly Notices of the Royal Astronomical Society, Blackwell Publishing Ltd Oxford, UK, 383 (3), 1232--1240.
• Ball, N., Brunner, R., Myers, A., Strand, N., Alberts, S., Tcheng, D., & Llor\`a, Xavier, . (2007). Robust machine learning applied to astronomical data sets. II. Quantifying photometric redshifts for quasars using instance-based learning. The Astrophysical Journal, IOP Publishing, 663 (2), 774.
• Ball, N., Loveday, J., Brunner, R., Baldry, I., & Brinkmann, J. (2007). Erratum: Bivariate galaxy luminosity functions in the Sloan Digital Sky Survey. Monthly Notices of the Royal Astronomical Society, Blackwell Publishing Ltd Oxford, UK, 377 (4), 1808--1808.
• Brunner, R., Kindratenko, V., & Myers, A. (2007). Developing and deploying advanced algorithms to novel supercomputing hardware. arXiv preprint arXiv:0711.3414.
• Hayes, B., Brunner, R., & Kindratenko, V. (2007). Angular Power Spectrum Estimation using High Performance Reconfigurable Computing. arXiv preprint arXiv:0711.2178.
• Kindratenko, V., Brunner, R., & Myers, A. (2007). Dynamic load-balancing on multi-FPGA systems: a case study. arXiv preprint arXiv:0711.2034.
• Kindratenko, V., Steffen, C., & Brunner, R. (2007). Accelerating scientific applications with reconfigurable computing: getting started. Computing in Science \& Engineering, IEEE, 9 (5), 70--77.
• Lundgren, B., Wilhite, B., Brunner, R., Hall, P., Schneider, D., York, D., Berk, D., & Brinkmann, J. (2007). Broad absorption line variability in repeat quasar observations from the Sloan Digital Sky Survey. The Astrophysical Journal, IOP Publishing, 656 (1), 73.
• Lundgren, B., Wilhite, B., Brunner, R., Hall, P., Schneider, D., York, D., Vanden Berk, D., & Brinkmann, J. (2007). BAL Variability in SDSS Quasars. The Astrophysical Journal, Institute of Physics Publishing, 656 73--83.
• Myers, A., Brunner, R., Nichol, R., Richards, G., Schneider, D., & Bahcall, N. (2007). Clustering analyses of 300,000 photometrically classified quasars. I. Luminosity and redshift evolution in quasar bias. The Astrophysical Journal, IOP Publishing, 658 (1), 85.
• Ross, A., Brunner, R., & Myers, A. (2007). Higher order angular galaxy correlations in the sdss: Redshift and color dependence of nonlinear bias. The Astrophysical Journal, IOP Publishing, 665 (1), 67.
• Strand, N., Brunner, R., & Myers, A. (2007). AGN Environments in the Sloan Digital Sky Survey I: Dependence on Luminosity, Type, and MBH. arXiv preprint arXiv:0712.2474.
• Wilhite, B., Brunner, R., Schneider, D., & Berk, D. (2007). The effect of variability on the estimation of quasar black hole masses. The Astrophysical Journal, IOP Publishing, 669 (2), 791.
• Ball, N., Brunner, R., Myers, A., & Tcheng, D. (2006). Robust machine learning applied to astronomical data sets. I. star-galaxy classification of the Sloan Digital Sky Survey DR3 using decision trees. The Astrophysical Journal, IOP Publishing, 650 (1), 497.
• Ball, N., Loveday, J., Brunner, R., Baldry, I., & Brinkmann, J. (2006). Bivariate galaxy luminosity functions in the Sloan Digital Sky Survey. Monthly Notices of the Royal Astronomical Society, Blackwell Publishing Ltd Oxford, UK, 373 (2), 845--868.
• Brunner, R., & MOORE, A. (2006). NONPARAMETRIC BAYESIAN CLASSIFICATION WITH MASSIVE DATASETS: LARGE-SCALE QUASAR DISCOVERY. Statistical Problems In Particle Physics, Astrophysics And Cosmology-Proceedings Of Phystat05, World Scientific, 147.
• Giannantonio, T., Crittenden, R., Nichol, R., Scranton, R., Richards, G., Myers, A., Brunner, R., Gray, A., Connolly, A., & Schneider, D. (2006). High redshift detection of the integrated Sachs-Wolfe effect. Physical Review D, APS, 74 (6), 063520.
• Myers, A., Brunner, R., Richards, G., Nichol, R., Schneider, D., Berk, D., Scranton, R., Gray, A., & Brinkmann, J. (2006). First measurement of the clustering evolution of photometrically classified quasars. The Astrophysical Journal, IOP Publishing, 638 (2), 622.
• Rengstorf, A., Brunner, R., & Wilhite, B. (2006). A synoptic multiwavelength analysis of a large quasar sample. The Astronomical Journal, IOP Publishing, 131 (4), 1923.
• Richards, G., Brunner, R., Gray, A., Nichol, R., & Szalay, A. (2006). 9-D Bayesian Quasar Classification in the Mid-IR/Optical. Spitzer Proposal, 30347.
• Richards, G., Strauss, M., Fan, X., Hall, P., Jester, S., Schneider, D., Berk, D., Stoughton, C., Anderson, S., Brunner, R., & others, . (2006). The sloan digital sky survey quasar survey: Quasar luminosity function from data release 3. The Astronomical Journal, IOP Publishing, 131 (6), 2766.
• Ross, A., Brunner, R., & Myers, A. (2006). Precision measurements of higher order angular galaxy correlations using 11 million SDSS galaxies. The Astrophysical Journal, IOP Publishing, 649 (1), 48.
• Wilhite, B., Berk, D., Brunner, R., & Brinkmann, J. (2006). Spectral variability of quasars in the sloan digital sky survey. II. The C IV line. The Astrophysical Journal, IOP Publishing, 641 (1), 78.
• Berk, D., Schneider, D., Richards, G., Hall, P., Strauss, M., Brunner, R., Fan, X., Baldry, I., York, D., Gunn, J., & others, . (2005). An empirical calibration of the completeness of the SDSS quasar survey. The Astronomical Journal, IOP Publishing, 129 (5), 2047.
• Groth, E., Rhodes, J., Brunner, R., Connolly, A., Szalay, A., Kron, R., & Blandford, R. (2005). The DEEP Groth Strip Survey. I. The sample. ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, IOP PUBLISHING LTD TEMPLE CIRCUS, TEMPLE WAY, BRISTOL BS1 6BE, ENGLAND, 159 (1), 41--59.
• Lopes, P., De Carvalho, R., Gal, R., Djorgovski, S., Odewahn, S., Mahabal, A., & Brunner, R. (2005). Erratum:``The Northern Sky Optical Cluster Survey. IV. An Intermediate-Redshift Galaxy Cluster Catalog and the Comparison of Two Detection Algorithms''(AJ, 128, 1017 [2004]). The Astronomical Journal, 130 (5), 2434--2434.
• Oguri, M., Inada, N., Hennawi, J., Richards, G., Johnston, D., Frieman, J., Pindor, B., Strauss, M., Brunner, R., Becker, R., & others, . (2005). Discovery of Two Gravitationally Lensed Quasars with Image Separations of 3''from the Sloan Digital Sky Survey. The Astrophysical Journal, IOP Publishing, 622 (1), 106.
• Oguri, M., Inada, N., Hennawi, J., Richards, G., Johnston, D., Frieman, J., Pindor, B., Strauss, M., Brunner, R., Becker, R., & others, . (2005). SDSS J1001+ 5027 and SDSS J1206+ 4332. The Astrophysical Journal, Institute of Physics Publishing, 622 106--115.
• Schneider, D., Richards, G., Hall, P., Strauss, M., Brunner, R., Fan, X., Baldry, I., York, D., Gunn, J., Nichol, R., & others, . (2005). An Empirical Calibration of the Completeness of the SDSS Quasar Survey.
• Scranton, R., M\'enard, Brice, ., Richards, G., Nichol, R., Myers, A., Jain, B., Gray, A., Bartelmann, M., Brunner, R., Connolly, A., & others, . (2005). Detection of cosmic magnification with the Sloan Digital Sky Survey. The Astrophysical Journal, IOP Publishing, 633 (2), 589.
• Vanden Berk, D., Schneider, D., Richards, G., Hall, P., Strauss, M., Brunner, R., Fan, X., Baldry, I., York, D., Gunn, J., & others, . (2005). SDSS Quasar Survey Completeness. The Astronomical Journal, Institute of Physics Publishing, 129 2047--2061.
• Wilhite, B., Berk, D., Kron, R., Schneider, D., Pereyra, N., Brunner, R., Richards, G., & Brinkmann, J. (2005). Spectral variability of quasars in the sloan digital sky survey. I. wavelength dependence. The Astrophysical Journal, IOP Publishing, 633 (2), 638.
• Ball, N., Loveday, J., Fukugita, M., Nakamura, O., Okamura, S., Brinkmann, J., & Brunner, R. (2004). Galaxy types in the Sloan Digital Sky Survey using supervised artificial neural networks. Monthly Notices of the Royal Astronomical Society, Blackwell Science Ltd, 348 (3), 1038--1046.
• Berk, D., Wilhite, B., Kron, R., Anderson, S., Brunner, R., Hall, P., Ivezi\'c, \vZeljko, ., Richards, G., Schneider, D., York, D., & others, . (2004). The ensemble photometric variability of\~ 25,000 quasars in the Sloan Digital Sky Survey. The Astrophysical Journal, IOP Publishing, 601 (2), 692.
• Odewahn, S., De Carvalho, R., Gal, R., Djorgovski, S., Brunner, R., Mahabal, A., Lopes, P., Moreira, J., & Stalder, B. (2004). The Digitized Second Palomar Observatory Sky Survey (DPOSS). III. Star-Galaxy Separation. The Astronomical Journal, IOP Publishing, 128 (6), 3092.
• Richards, G., Nichol, R., Gray, A., Brunner, R., Lupton, R., Berk, D., Chong, S., Weinstein, M., Schneider, D., Anderson, S., & others, . (2004). Efficient photometric selection of quasars from the Sloan Digital Sky Survey: 100,000 z< 3 quasars from Data Release One. The Astrophysical Journal Supplement Series, IOP Publishing, 155 (2), 257.
• Richards, G., Strauss, M., Pindor, B., Haiman, Zolt\'an, ., Fan, X., Eisenstein, D., Schneider, D., Bahcall, N., Brinkmann, J., & Brunner, R. (2004). A snapshot survey for gravitational lenses among z= 4.0 quasars. I. The z> 5.7 sample. The Astronomical Journal, IOP Publishing, 127 (3), 1305.
• Brunner, R., Hall, P., Djorgovski, S., Gal, R., Mahabal, A., Lopes, P., De Carvalho, R., Odewahn, S., Castro, S., Thompson, D., & others, . (2003). Peculiar broad absorption line quasars found in the digitized palomar observatory sky survey. The Astronomical Journal, IOP Publishing, 126 (1), 53.
• Djorgovski, S., Carvalho, R., Gal, R., Odewahn, S., Mahabal, A., Brunner, R., Lopes, P., & Kohl Moreira, J. (2003). The Digital Palomar Observatory Sky Survey (DPOSS): general description and the public data release. Bulletin of the Astronomical Society of Brazil, 23 197--197.
• Djorgovski, S., Stern, D., Mahabal, A., & Brunner, R. (2003). Discovery of a clustered quasar pair at z˜ 5: Biased peaks in early structure formation. The Astrophysical Journal, IOP Publishing, 596 (1), 67.
• Mahabal, A., Djogovski, G., & Brunner, R. (2002). Virtual Observatory of the Future. Automated Data Analysis in Astronomy, 261.
• Mahabal, A., Kremenek, G., Husman, L., Good, J., Djorgoyski, S., Curkendall, D., Brunner, R., & Jacob, J. (2002). yourSky: rapid desktop access to custom astronomical image mosaics.
• Williams, R., & Brunner, R. (2002). XML and Web Services for Astronomers.
• Brunner, R., Djorgovski, S., & Szalay, A. (2001). Virtual observatories of the future. Virtual Observatories of the Future, 225.
• Brunner, R., Djorgovski, S., Prince, T., & Szalay, A. (2001). The national virtual observatory. arXiv preprint astro-ph/0108381.
• Brunner, R., Weymann, R., & Storrie-Lombardi, L. (2001). The Host Galaxies of Very High Redshift Quasars. NOAO Proposal, 53.
• KROLIK, J., LUPTON, R., SCHNEIDER, D., YORK, D., ANDERSON, S., BAHCALL, N., BRINKMANN, J., Brunner, R., CSABAI, I., FUKUGITA, M., & others, . (2001). BROAD ABSORPTION LINE QUASARS IN THE SLOAN DIGITAL SKY SURVEY WITH VLA FIRST RADIO DETECTIONS KRISTEN MENOU, 1 DANIEL E. VANDEN BERK, 2 RITA SJ KIM, 1 GILLIAN R. KNAPP, 1 Z< ELJKO IVEZIC, 1 GORDON T. RICHARDS, 3 ISKRA STRATEVA, 1 XIAOHUI FAN, 4 JAMES E. GUNN, 1 PATRICK B. HALL, 1, 5 TIM HECKMAN, 6. THE ASTROPHYSICAL JOURNAL, 561 645\`E652.
• Mahabal, A., Djorgovski, S., Brunner, R., Fox, D., & Price, P. (2001). GRB 010921 DPOSS Images Available GRB Coordinates Network, 1098 1.
• Brunner, R., Szalay, A., & Connolly, A. (2000). Clustering Evolution for z< 1.0. The Astrophysical Journal, Institute of Physics Publishing, 541 527--534.
• Brunner, R., Szalay, A., & Connolly, A. (2000). Evolution in the Clustering of Galaxies for z< 1.0. The Astrophysical Journal, IOP Publishing, 541 (2), 527.
• Connolly, A., Szalay, A., Davis, M., Brunner, R., Szokoly, G., & Jain, B. (2000). A Statistical Measure of Galaxy Evolution. NOAO Proposal, 267.
• Djorgovski, S., & Brunner, R. (2000). Digital Sky Surveys: Software Tools and Technologies. arXiv preprint astro-ph/0006043.
• Gal, R., De Carvalho, R., Brunner, R., Odewahn, S., & Djorgovski, S. (2000). The Palomar Abell Cluster Optical Survey. I. Photometric Redshifts for 431 Abell Clusters. The Astronomical Journal, IOP Publishing, 120 (2), 540.
• Lubin, L., Brunner, R., Metzger, M., Postman, M., & Oke, J. (2000). A Definitive Optical Detection of a Supercluster at z˜ 0.91. The Astrophysical Journal, IOP Publishing, 531 (1), L5.
• Mazin, B., & Brunner, R. (2000). Simulated extragalactic observations with a cryogenic imaging spectrophotometer. The Astronomical Journal, IOP Publishing, 120 (5), 2721.
• REISS, D., SCHMIDT, B., SCHOMMER, R., Smith, R., SPYROMILIO, J., STUBBS, C., SUNTZEFF, N., TONRY, J., WOUDT, P., Brunner, R., & others, . (2000). TESTS OF THE ACCELERATING UNIVERSE WITH NEAR-INFRARED OBSERVATIONS OF A HIGH-REDSHIFT TYPE Ia SUPERNOVA ADAM G. RIESS, 1 ALEXEI V. FILIPPENKO, 2 MICHAEL C. LIU, 2 PETER CHALLIS, 3 ALEJANDRO CLOCCHIATTI, 4 ALAN DIERCKS, 5 PETER M. GARNAVICH, 3 CRAIG J. HOGAN, 5 SAURABH JHA, 3 ROBERT P. KIRSHNER, 3 B. LEIBUNDGUT, 6 MM PHILLIPS, 7. The Astrophysical Journal, 536 (62), 67.
• Rutledge, R., Brunner, R., Prince, T., & Lonsdale, C. (2000). XID: cross-association of ROSAT/bright source catalog X-ray sources with USNO A-2 optical point sources. The Astrophysical Journal Supplement Series, IOP Publishing, 131 (1), 335.
• Szalay, A., Kunszt, P., Thakar, A., Gray, J., Slutz, D., & Brunner, R. (2000). Designing and mining multi-terabyte astronomy archives: The Sloan Digital Sky Survey. ACM SIGMOD Record, ACM New York, NY, USA, 29 (2), 451--462.
• Brunner, R., Connolly, A., & Szalay, A. (1999). The statistical approach to quantifying galaxy evolution. The Astrophysical Journal, IOP Publishing, 516 (2), 563.
• Djorgovski, S., Odewahn, S., Gal, R., Brunner, R., & De Carvalho, R. (1999). Quasar-Marked Protoclusters and Biased Galaxy Formation. arXiv preprint astro-ph/9908142.
• Gal, R., Odewahn, S., Djorgovski, S., Brunner, R., & DeCarvalho, R. (1999). Photometric Redshifts for DPOSS Galaxy Clusters at z< 0.4. arXiv preprint astro-ph/9906480.
• Szalay, A., & Brunner, R. (1999). Astronomical archives of the future: a virtual observatory. Future Generation Computer Systems, North-Holland, 16 (1), 63--72.
• Weymann, R., Storrie-Lombardi, L., Sawicki, M., & Brunner, R. (1999). Photometric Redshifts and High-Redshift Galaxies. Publications of the Astronomical Society of the Pacific, 111 (763), 1188--1189.
• Brunner, R., Connolly, A., Szalay, A., & Bershady, M. (1997). Toward more precise photometric redshifts: Calibration via CCD photometry. The Astrophysical Journal, IOP Publishing, 482 (1), L21.
• CONNOLLY, A., SZALAY, A., DICKINSON, M., & Brunner, R. (1997). Extracting Physical Parameters of Galaxies from Broadband Photometry. The Hubble Space Telescope and the High Redshift Universe, 127.
• Szalay, A., Brunner, R., Connolly, A., Pier, J., York, D., Lonsdale, C., Goode, J., Lasker, B., Greene, G., & McLean, B. (1997). A Proposal for Handling Spherical Coordinates in the Next Generation Astronomical Archives. private communication.
• Wang, Q., Connolly, A., & Brunner, R. (1997). A2125 and its Environs: Evidence for an X-ray-emitting Hierarchical Superstructure. The Astrophysical Journal, IOP Publishing, 487 (1), L13.
• Djorgovski, S., Gal, R., Odewahn, S., De Carvalho, R., Brunner, R., Longo, G., & Scaramella, R. (1988). The Palomar digital sky survey (DPOSS). Wide Field Surveys in Cosmology, 89.

Book Chapters

• Gray, A., Richards, G., Nichol, R., Brunner, R., & Moore, A. (2006). Nonparametric Bayesian classification with massive datasets: Large-scale quasar discovery. Statistical Problems In Particle Physics, Astrophysics And Cosmology ( pp. 147--150).
• Djorgovski, S., Brunner, R., Mahabal, A., Williams, R., Granat, R., & Stolorz, P. (2003). Challenges for cluster analysis in a virtual observatory. Statistical Challenges in Astronomy ( pp. 127--141). Springer, New York, NY.
• Longoz, S., Gala, R., & Brunner, R. (2003). Automated search of LSB galaxies in DPOSS. ESO ASTROPHYSICS SYMPOSIA.
• Brunner, R., Djorgovski, S., Prince, T., & Szalay, A. (2002). Massive datasets in astronomy. Handbook of massive data sets ( pp. 931--979). Springer, Boston, MA.
• Gal, R., Carvalho, R., Odewahn, S., Djorgovski, S., Brunner, R., & Margoniner, V. (2001). The northern sky optical cluster survey. Mining the Sky ( pp. 160--167). Springer, Berlin, Heidelberg.
• Testa, V., Sabatini, S., Scaramella, R., Longo, G., Djorgovski, S., Gal, R., Brunner, R., & Carvalho, R. (2001). Automated Search of LSB Galaxies in DPOSS (CRoNaRio Project): Method and First Results from Follow-Ups. Mining the Sky ( pp. 557--563). Springer, Berlin, Heidelberg.
• Csabai, I., Szalay, A., Brunner, R., & Ramaiyer, K. (1997). Multidimensional Index For Highly Clustered Data With Large Density Contrasts. Statistical Challenges in Modern Astronomy II ( pp. 447--448). Springer, New York, NY.

Conference Proceedings

• Ball, N., Brunner, R., & Myers, A. Forthcoming. Astronomical Data Analysis Software and Systems XVII Oil. 3 ASP Conference Series, Vol. 394,\copyright 2008 RW Argyle, PS Bunclark, and JR Lewis, eds. Robust Machine Learning Applied to Terascale Astronomical Datasets. Astronomical Society of the Pacific Conference Series ( vol. 394, pp. 201).
• Brunner, R. (2023). Sparse Spatio-Temporal Neural Network for Large-Scale Forecasting. ( pp. 1-5). 2022 IEEE International Conference on Big Data (Big Data: IEEE.  link >
• , ., Hobson, J., & Brunner, R. (2022). Truth or Fiction: Multimodal Learning Applied to Earnings Calls. ( pp. 3607-3612). 2022 IEEE International Conference on Big Data (Big Data: IEEE.  link >
• Brunner, R. (2020). PyIF: A Fast and Light Weight Implementation to Estimate Bivariate Transfer Entropy for Big Data. IEEE SOUTHEASTCON 2020.
• Yu, W., Carrasco Kind, M., & Brunner, R. (2017). A Jupyter-based Interactive Visualization Tool for Astronomical Catalogs. American Astronomical Society Meeting Abstracts\# 229 ( vol. 229, pp. 438--02).
• McLaughlin, S., & Brunner, R. (2015). Statistical Computing for Galaxy Modeling and Residual Detection. American Astronomical Society Meeting Abstracts\# 225 ( vol. 225, pp. 336--50).
• Wang, Y., & Brunner, R. (2015). Modeling Large Scale Structure from Photometric Galaxy Surveys. American Astronomical Society Meeting Abstracts\# 225 ( vol. 225, pp. 419--03).
• Wang, Y., & Brunner, R. (2014). How Do Galaxy Pairs Populate the Dark Matter Haloes? American Astronomical Society Meeting Abstracts\# 224 ( vol. 224, pp. 423--03).
• Ball, N., Myers, A., White, M., Hickox, R., & Brunner, R. (2010). Breaking The Quasar Lz Degeneracy Using PDF-weighted Quasar-galaxy Cross-correlations In Deep, Wide NASA Fields. American Astronomical Society Meeting Abstracts\# 215 ( vol. 215, pp. 409--05).
• Kindratenko, V., & Brunner, R. (2009). Accelerating cosmological data analysis with FPGAs. 2009 17th IEEE Symposium on Field Programmable Custom Computing Machines ( pp. 11--18).
• Roeh, D., Kindratenko, V., & Brunner, R. (2009). Accelerating cosmological data analysis with graphics processors. Proceedings of 2nd Workshop on General Purpose Processing on Graphics Processing Units ( pp. 1--8).
• Dolence, J., & Brunner, R. (2008). Fast two-point correlations of extremely large data sets. The 9th LCI International Conference on High-Performance Clustered Computing.
• Kindratenko, V., Brunner, R., & Myers, A. (2007). Mitrion-C application development on SGI Altix 350/RC100. 15th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2007) ( pp. 239--250).
• Richards, G., Myers, A., Brunner, R., Strand, N., Nichol, R., Gray, A., Riegel, R., Lacy, M., & Szalay, A. (2007). Photometric Quasars: The One Million Mark and 9-D SDSS+ Spitzer Selection. American Astronomical Society Meeting Abstracts ( vol. 211, pp. 142--02).
• Richards, G., Brunner, R., Gray, A., Lacy, M., Myers, A., Nichol, R., & Riegel, R. (2006). Bayesian Quasar Classification in the Optical/Mid-IR. American Astronomical Society Meeting Abstracts ( vol. 209, pp. 149--04).
• Cai, Y., Aydt, R., & Brunner, R. (2005). Optimized data loading for a multi-terabyte sky survey repository. SC'05: Proceedings of the 2005 ACM/IEEE Conference on Supercomputing ( pp. 42--42).
• Kosar, T., Kola, G., Livny, M., Brunner, R., & Remjian, M. (2005). Reliable, automatic transfer and processing of large scale astronomy datasets. Astronomical Data Analysis Software and Systems XIV ( vol. 347, pp. 277).
• Kola, G., Kosar, T., Frey, J., Livny, M., Brunner, R., & Remijan, M. (2004). DISC: A System for Distributed Data Intensive Scientific Computing WORLDS.
• Djorgovski, S., Gal, R., De Carvalho, R., Odewahn, S., Mahabal, A., Brunner, R., Lopes, P., Team, D., & others, . (2002). The Digital Palomar Observatory Sky Survey (DPOSS): General Description and the Public Data Release. American Astronomical Society Meeting Abstracts\# 200 ( vol. 200, pp. 60--06).
• Gal, R., Brunner, R., Odewahn, S., Djorgovski, S., Mahabal, A., & Lopes, P. (2002). Galaxy Clusters from DPOSS. Astronomical Data Analysis Software and Systems XI ( vol. 281, pp. 425).
• Gal, R., Lopes, P., Djorgovski, S., deCarvalho, R., Brunner, R., Odewahn, S., Team, D., & others, . (2002). 20,000 Galaxy Clusters From DPOSS. American Astronomical Society Meeting Abstracts\# 200 ( vol. 200, pp. 97--11).
• Jacob, J., Brunner, R., Curkendall, D., Djorgovski, S., Good, J., Husman, L., Kremenek, G., & Mahabal, A. (2002). yourSky: rapid desktop access to custom astronomical image mosaics. Virtual Observatories ( vol. 4846, pp. 53--64).
• Mahabal, A., Djorgovski, S., Williams, R., & Brunner, R. (2002). Topic maps for custom viewing of data. Virtual Observatories ( vol. 4846, pp. 65--76).
• Brunner, R. (2001). Panchromatic mining for quasars: an NVO keystone science application. Astronomical Data Analysis ( vol. 4477, pp. 1--10).
• Djorgovski, S., Gal, R., de Carvalho, R., Odewahn, S., Mahabal, A., Brunner, R., Lopes, P., Team, D., & others, . (2001). The Digital Palomar Observatory Sky Survey (DPOSS): General Description and the First Public Data Release. American Astronomical Society Meeting Abstracts ( vol. 199, pp. 101--02).
• Gal, R., de Carvalho, R., Mahabal, A., Odewahn, S., Djorgovski, S., Lopes, P., Brunner, R., Team, D., & others, . (2001). The Final Photometric Calibration of DPOSS. American Astronomical Society Meeting Abstracts ( vol. 199, pp. 101--05).
• Lopes, P., de Carvalho, R., Gal, R., Djorgovski, S., Odewahn, S., Mahabal, A., Brunner, R., Bird, J., Team, D., & others, . (2001). A galaxy cluster catalog from DPOSS between 0.3< z< 0.6. American Astronomical Society Meeting Abstracts ( vol. 199, pp. 101--03).
• Mahabal, A., Djorgovski, S., Brunner, R., & Williams, R. (2001). Topic maps as a virtual observatory tool. Astronomical Data Analysis ( vol. 4477, pp. 161--172).
• Mahabal, A., Granett, B., Djorgovski, S., Brunner, R., Gal, R., Odewahn, S., Lopes, P., de Carvalho, R., Team, D., & others, . (2001). Exploration of the Time Domain With DPOSS: A Search for Highly Variable Objects in Plate Overlaps. American Astronomical Society Meeting Abstracts ( vol. 199, pp. 101--01).
• Odewahn, S., Gal, R., de Carvalho, R., Djorgovski, S., Mahabal, A., Brunner, R., Lopes, P., Team, D., & others, . (2001). Star-Galaxy Separation for the Digitized Palomar Observatory Sky Survey (DPOSS). American Astronomical Society Meeting Abstracts ( vol. 199, pp. 101--04).
• Longo, S., Gal, R., Brunner, R., & de Carvalho, R. (2000). Automated search of LSB galaxies in DPOSS (CRoNaRio project): method and first results from follow ups.
• Castro, S., Djorgovski, S., Brunner, R., Mahabal, A., Gal, R., de Carvalho, R., Team, D., & others, . (2000). Evolution of High Column Density Absorbers in Spectra of QSO at z> 4 Selected from DPOSS. American Astronomical Society Meeting Abstracts ( vol. 197, pp. 03--10).
• Djorgovski, S., Gal, R., Mahabal, A., Brunner, R., Castro, S., Odewahn, S., de Carvalho, R., Team, D., & others, . (2000). Color-Space Outliers in DPOSS: Quasars and Peculiar Objects. American Astronomical Society Meeting Abstracts ( vol. 197, pp. 116--07).
• Djorgovski, S., Brunner, R., Harrison, F., Gal, R., Odewahn, S., de Carvalho, R., Mahabal, A., & Castro, S. (1999). Discovery of a Possible Population of Type 2 Quasars in DPOSS. American Astronomical Society Meeting Abstracts ( vol. 195, pp. 65--02).
• Djorgovski, S., Odewahn, S., Gal, R., Brunner, R., de Carvalho, R., Longo, G., & Scaramella, R. (1999). The status of DPOSS, and some initial scientific applications Bulletin of the American Astronomical Society ( vol. 31, pp. 1235).
• Jannuzi, B., Dey, A., Weymann, R., Storrie-Lombardi, L., Sawicki, M., & Brunner, R. (1999). Photometric redshifts and the detection of high redshift galaxies. ASP Conf. Ser ( vol. 191,).
• Odewahn, S., Djorgovski, S., Brunner, R., Gal, R., & de Carvalho, R. (1999). Galaxy number counts in 1000 sq. deg. of the Digital Palomar Observatory Sky Survey (DPOSS) Bulletin of the American Astronomical Society ( vol. 31, pp. 1235).
• Rutledge, R., Prince, T., & Brunner, R. (1999). Cross-Association between ROSAT Bright Source Catalog and the USNO-A2. American Astronomical Society Meeting Abstracts ( vol. 195, pp. 120--01).
• Weymann, H., Storrie-Lombardi, L., Sawicki, M., & Brunner, R. (1999). Combining Photometric Redshifts and Ouantitative Morphologies in the Hubble Deep Fields. Photometric Redshifts and the Detection of High Redshift Galaxies, ASP Conference Series.
• Djorgovski, S., Gal, R., Odewahn, S., De Carvalho, R., Brunner, R., Longo, G., Scaramella, R., Colombi, S., Mellier, Y., & Raban, B. (1998). Wide Field Surveys in Cosmology. 14th IAP meeting held May ( pp. 26--30).
• Gal, R., Odewahn, S., Djorgovski, S., Brunner, R., & Decarvalho, R. (1998). NoSOCS: The Northern Sky Optical Cluster Survey. American Astronomical Society Meeting Abstracts\# 192 ( vol. 192, pp. 55--14).
• Huang, C., Munn, J., Yanny, B., Kent, S., Petravick, D., Pordes, R., Szalay, A., & Brunner, R. (1996). Object-oriented modeling and design for Sloan Digital Sky Survey retained data. Astronomical Data Analysis Software and Systems V ( vol. 101, pp. 289).
• Ramaiyer, K., Brunner, R., Szalay, A., Connolly, A., & Lupton, R. (1994). Prototype astronomical database. Proc. 2nd ACM Workshop on Advances in Geographic Information Systems, Gaithersburg, Maryland.

Other Publications

• Brunner, R. (1998). A statistical approach to quantifying the evolution of galaxies. The Johns Hopkins University.

Presentations

• Brunner, R., & Bracht, E. (2022). Sparse Spatio-Temporal Neural Network for Large-Scale Forecasting. IEEE Big Data Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD 2022.

Technical Reports

• Ramaiyer, K., Brunner, R., Csabai, I., Connolly, A., Goodrich, M., Szokoly, G., & Szalay, A. (1995). Designing a terabyte database for astronomical data mining. Technical report.

Working Papers

• Anand, V., Sougiannis, T., Brunner, R., & Ikegwu, K. Predicting Profitability Using Machine Learning.  link >