Robert J. Brunner

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 12

Top Topics

Convolutional Neural Networks

Distribution Function

Partially Supervised

Interactive Visualization

Top Venues

Astron. Comput.

Publications

Jamshed Kaikaus, Haoen Li, Robert J. Brunner
Humans vs. ChatGPT: Evaluating Annotation Methods for Financial Corpora. BigData (2023)
Jamshed Kaikaus, Jessen L. Hobson, Robert J. Brunner
Truth or Fiction: Multimodal Learning Applied to Earnings Calls. Big Data (2022)
Eamon Bracht, Volodymyr V. Kindratenko, Robert J. Brunner
Sparse Spatio-Temporal Neural Network for Large-Scale Forecasting. Big Data (2022)
Sahand Hariri, Matias Carrasco Kind, Robert J. Brunner
Extended Isolation Forest. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Hao Sun, Jiadong Guo, Edward J. Kim, Robert J. Brunner
Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder. CoRR (2019)
William Biscarri, Sihai Dave Zhao, Robert J. Brunner
A simple and fast method for computing the Poisson binomial distribution function. Comput. Stat. Data Anal. 122 (2018)
Sahand Hariri, Matias Carrasco Kind, Robert J. Brunner
Extended Isolation Forest. CoRR (2018)
Robert J. Brunner
pp. $59.95 (Hardcover). (ISBN 9781119092940). J. Assoc. Inf. Sci. Technol. 69 (6) (2018)
Weixiang Yu, Matias Carrasco Kind, Robert J. Brunner
Vizic: A Jupyter-based interactive visualization tool for astronomical catalogs. Astron. Comput. 20 (2017)
Robert J. Brunner, Edward J. Kim
Teaching Data Science. CoRR (2016)
Edward J. Kim, Robert J. Brunner
Star-galaxy Classification Using Deep Convolutional Neural Networks. CoRR (2016)
Robert J. Brunner, Edward J. Kim
Teaching Data Science. ICCS (2016)
Matias Carrasco Kind, Robert J. Brunner
SOMz: photometric redshift PDFs with self organizing maps and random atlas. CoRR (2013)
Volodymyr V. Kindratenko, Robert Wilhelmson, Robert J. Brunner, Todd J. Martínez, Wen-mei W. Hwu
High-Performance Computing with Accelerators. Comput. Sci. Eng. 12 (4) (2010)
Volodymyr V. Kindratenko, Adam D. Myers, Robert J. Brunner
Implementation of the two-point angular correlation function on a high-performance reconfigurable computer. Sci. Program. 17 (3) (2009)
Dylan W. Roeh, Volodymyr V. Kindratenko, Robert J. Brunner
Accelerating cosmological data analysis with graphics processors. GPGPU (2009)
Volodymyr V. Kindratenko, Robert J. Brunner
Accelerating Cosmological Data Analysis with FPGAs. FCCM (2009)
Nicholas M. Ball, Robert J. Brunner, Adam D. Myers
Robust Machine Learning Applied to Terascale Astronomical Datasets CoRR (2008)
Volodymyr V. Kindratenko, Robert J. Brunner, Adam D. Myers
Mitrion-C Application Development on SGI Altix 350/RC100. FCCM (2007)
Volodymyr V. Kindratenko, Craig P. Steffen, Robert J. Brunner
Accelerating Scientific Applications with Reconfigurable Computing: Getting Started. Comput. Sci. Eng. 9 (5) (2007)
Alexander S. Szalay, Peter Z. Kunszt, Ani Thakar, Jim Gray, Donald R. Slutz, Robert J. Brunner
Designing and Mining Multi-Terabyte Astronomy Archives: The Sloan Digital Sky Survey. SIGMOD Conference (2000)
Alexander S. Szalay, Robert J. Brunner
Astronomical archives of the future: a Virtual Observatory. Future Gener. Comput. Syst. 16 (1) (1999)