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AuthorTitleSubjectDatePublication Type
1 Rai, PiyushLearning latent structures via bayesian nonparametrics: new models and efficient inferenceBayesian learning; Bayesian nonparametrics; Machine learning2013-08dissertation
2 De bever, Joshua ThomasAdaptive model-predictive control and 3d acoustic radiation force imaging for the improvement of magnetic resonance-guided focused ultrasound therapiesAcoustic Radiation Force Imaging; Focused Ultrasound; Model-Predictive Control; MRI2015dissertation
3 Almquist, Scott TervorImproving simulations for transcranial high-intensity focused ultrasound using the Hybrid angluar spectrum method2018dissertation
4 Moeller, JohnKernels and geometry of machine learningKernel Learning; Machine Learning; Multiple Kernel Learning; Support Vector Machines2017dissertation
5 Zhang, MichaelSbolexplorer: data infrastructure and data mining for genetic design repositories2019thesis
6 Datar, Manasi prakashStatistical analysis of ensembles of nonregular shapescomputational anatomy; correspondence models; ensemble statistics; longitudinal shape analysis; non-parametric models; shape regression2016dissertation
7 Raj, MukundDepth-based visualizations for ensemble data and graphsComputer science; Mathematics2018dissertation
8 Popek, Katie MMagnetic localization and closed-loop propulsion for active capsule endoscopy using a single magnetic dipole sourcecapsule endoscopy; localization; magnetic manipulation; medical robotics2017dissertation
9 Hromatka, MichelleMultisite learning in medical image analysisclassification; fMRI; medical imaging; MRI; multisite learning2015-12thesis
10 Ding, HaiboAffective polarity recognition and human needs categorization for affective events2018dissertation
11 Burtsev, AntonDeterministic systems analysisDeterministic replay; Replay debugging; Xen2013-05dissertation
12 Qadir, AshequlAcquiring knowledge for affective state recognition in social mediaAffective Polarity; Emotion Hashtag; Implicit Property; Natural Language Processing; Simile; Social Media2016dissertation
13 Dos Santos, Marques EmanueleSimplifying the creation and deployment of collaborative data analysis and visualization toolsData analysis; Provenance; Visualization systems; Workflow systems2010dissertation
14 Saha, AvishekSome models and measures for learning on a budgetActive learning; Distributed learning; Online learning; Transfer learning2012-12dissertation
15 Lundrigan, Philip BrandonReliable real-time data upload for wireless networks2018dissertation
16 Liu, ShusenVisual exploration of high-dimensional spaces through identification, summarization, and interpretation of two-dimensional projectionsComputer science2017dissertation
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