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Jonathan Purnell, Ph.D. - Publications

Affiliations: 
2010 Rensselaer Polytechnic Institute, Troy, NY, United States 
Area:
Computer Science
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5 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
2011 Magdon-Ismail M, Purnell J. SSDE-cluster: East overlapping clustering of networks using sampled spectral distance embedding and GMMs Proceedings - 2011 Ieee International Conference On Privacy, Security, Risk and Trust and Ieee International Conference On Social Computing, Passat/Socialcom 2011. 756-759. DOI: 10.1109/PASSAT/SocialCom.2011.237  0.446
2010 Magdon-Ismail M, Purnell JT. Approximating the covariance matrix of GMMs with low-rank perturbations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6283: 300-307. DOI: 10.1504/Ijdmmm.2012.046805  0.466
2009 Purnell JT, Magdon-Ismail M. Learning American English accents using ensemble learning with GMMs 8th International Conference On Machine Learning and Applications, Icmla 2009. 47-52. DOI: 10.1109/ICMLA.2009.133  0.442
2008 Cole N, Newberg HJO, Magdon-Ismail M, Desell T, Dawsey K, Hayashi W, Liu XF, Purnell J, Szymanski B, Varela C, Willett B, Wisniewski J. Maximum likelihood fitting of tidal streams with application to the sagittarius dwarf tidal tails Astrophysical Journal. 683: 750-766. DOI: 10.1086/589681  0.496
2005 Purnell J, Magdon-Ismail M, Newberg HJ. A probabilistic approach to finding geometric objects in spatial datasets of the Milky Way Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3488: 485-493.  0.491
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