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Erik J. Linstead, Ph.D. - Publications

Affiliations: 
2009 University of California, Irvine, Irvine, CA 
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20 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ott J, Linstead E, LaHaye N, Baldi P. Learning in the machine: To share or not to share? Neural Networks : the Official Journal of the International Neural Network Society. 126: 235-249. PMID 32259763 DOI: 10.1016/J.Neunet.2020.03.016  0.449
2020 Ali RH, Graves J, Wu S, Lee J, Linstead E. A Machine Learning Approach to Delineating Neighborhoods from Geocoded Appraisal Data Isprs International Journal of Geo-Information. 9: 451. DOI: 10.3390/Ijgi9070451  0.318
2020 Best N, Ott J, Linstead EJ. Exploring the efficacy of transfer learning in mining image-based software artifacts Journal of Big Data. 7: 1-10. DOI: 10.1186/S40537-020-00335-4  0.362
2020 Ott J, Pritchard M, Best N, Linstead E, Curcic M, Baldi P. A Fortran-Keras Deep Learning Bridge for Scientific Computing Scientific Programming. 2020: 1-13. DOI: 10.1155/2020/8888811  0.502
2019 Ott J, Atchison A, Linstead EJ. Exploring the applicability of low-shot learning in mining software repositories Journal of Big Data. 6. DOI: 10.1186/S40537-019-0198-Z  0.354
2019 LaHaye N, Ott J, Garay MJ, El-Askary HM, Linstead E. 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. DOI: 10.1109/Jstars.2019.2920234  0.343
2019 Hyde KK, Novack MN, LaHaye N, Parlett-Pelleriti C, Anden R, Dixon DR, Linstead E. Applications of Supervised Machine Learning in Autism Spectrum Disorder Research: a Review Review Journal of Autism and Developmental Disorders. 6: 128-146. DOI: 10.1007/S40489-019-00158-X  0.308
2010 Linstead E, Hughes L, Lopes C, Baldi P. 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.  0.366
2009 Linstead E, Hughes L, Lopes C, Baldi P. Exploring Java software vocabulary: A search and mining perspective Proceedings - International Conference On Software Engineering. 29-32. DOI: 10.1109/SUITE.2009.5070017  0.457
2009 Ossher J, Bajracharya S, Linstead E, Baldi P, Lopes C. 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. DOI: 10.1109/MSR.2009.5069501  0.382
2009 Linstead E, Baldi P. Mining the coherence of GNOME bug reports with statistical topic models Proceedings of the 2009 6th Ieee International Working Conference On Mining Software Repositories, Msr 2009. 99-102. DOI: 10.1109/MSR.2009.5069486  0.402
2009 Linstead E, Hughes L, Lopes C, Baldi P. Capturing java naming conventions with first-order markov models Ieee International Conference On Program Comprehension. 313-314. DOI: 10.1109/ICPC.2009.5090074  0.365
2009 Linstead E, Bajracharya S, Ngo T, Rigor P, Lopes C, Baldi P. Sourcerer: Mining and searching internet-scale software repositories Data Mining and Knowledge Discovery. 18: 300-336. DOI: 10.1007/S10618-008-0118-X  0.568
2009 Linstead E, Rigor P, Bajracharya S, Lopes C, Baldi P. Mining Internet-scale software repositories Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.  0.413
2008 Baldi PF, Lopes CV, Linstead EJ, Bajracharya SK. A theory of aspects as latent topics Proceedings of the Conference On Object-Oriented Programming Systems, Languages, and Applications, Oopsla. 543-562. DOI: 10.1145/1449764.1449807  0.319
2008 Linstead E, Lopes C, Baldi P. An application of Latent Dirichlet Allocation to analyzing software evolution Proceedings - 7th International Conference On Machine Learning and Applications, Icmla 2008. 813-818. DOI: 10.1109/ICMLA.2008.47  0.478
2007 Chen JH, Linstead E, Swamidass SJ, Wang D, Baldi P. ChemDB update--full-text search and virtual chemical space. Bioinformatics (Oxford, England). 23: 2348-51. PMID 17599932 DOI: 10.1093/Bioinformatics/Btm341  0.619
2007 Linstead E, Rigor P, Bajracharya S, Lopes C, Baldi P. Mining concepts from code with probabilistic topic models Ase'07 - 2007 Acm/Ieee International Conference On Automated Software Engineering. 461-464. DOI: 10.1145/1321631.1321709  0.475
2007 Linstead E, Rigor P, Bajracharya S, Lopes C, Baldi P. Mining eclipse developer contributions via author-topic models Proceedings - Icse 2007 Workshops: Fourth International Workshop On Mining Software Repositories, Msr 2007. DOI: 10.1109/MSR.2007.20  0.468
2006 Bajracharya S, Ngo T, Linstead E, Dou Y, Rigor P, Baldi P, Lopes C. Sourcerer: A search engine for open source code supporting structure-based search Proceedings of the Conference On Object-Oriented Programming Systems, Languages, and Applications, Oopsla. 2006: 681-682. DOI: 10.1145/1176617.1176671  0.577
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