Erik J. Linstead, Ph.D.

2009 University of California, Irvine, Irvine, CA 
"Erik Linstead"


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Pierre Baldi grad student 2009 UC Irvine
 (Statistical machine learning for Internet-scale software repositories.)
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Ott J, Linstead E, LaHaye N, et al. (2020) Learning in the machine: To share or not to share? Neural Networks : the Official Journal of the International Neural Network Society. 126: 235-249
Ali RH, Graves J, Wu S, et al. (2020) A Machine Learning Approach to Delineating Neighborhoods from Geocoded Appraisal Data Isprs International Journal of Geo-Information. 9: 451
Best N, Ott J, Linstead EJ. (2020) Exploring the efficacy of transfer learning in mining image-based software artifacts Journal of Big Data. 7: 1-10
Ott J, Pritchard M, Best N, et al. (2020) A Fortran-Keras Deep Learning Bridge for Scientific Computing Scientific Programming. 2020: 1-13
Ott J, Atchison A, Linstead EJ. (2019) Exploring the applicability of low-shot learning in mining software repositories Journal of Big Data. 6
LaHaye N, Ott J, Garay MJ, et al. (2019) Multi-Modal Object Tracking and Image Fusion With Unsupervised Deep Learning Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12: 3056-3066
Hyde KK, Novack MN, LaHaye N, et al. (2019) Applications of Supervised Machine Learning in Autism Spectrum Disorder Research: a Review Review Journal of Autism and Developmental Disorders. 6: 128-146
Linstead E, Hughes L, Lopes C, et al. (2010) Information-theoretic metrics for project-level scattering and tangling Seke 2010 - Proceedings of the 22nd International Conference On Software Engineering and Knowledge Engineering. 141-146
Linstead E, Hughes L, Lopes C, et al. (2009) Exploring Java software vocabulary: A search and mining perspective Proceedings - International Conference On Software Engineering. 29-32
Ossher J, Bajracharya S, Linstead E, et al. (2009) SourcererDB: An aggregated repository of statically analyzed and cross-linked open source java projects Proceedings of the 2009 6th Ieee International Working Conference On Mining Software Repositories, Msr 2009. 183-186
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