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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 Sharma, AvaniTopological analysis and visualization of mice temperature data for exploring biological events2018thesis
4 Tran, Deim-Trang ThiNormalization RNA-SEQ towards the improvement of Gene expression signatures2022dissertation
5 Almquist, Scott TervorImproving simulations for transcranial high-intensity focused ultrasound using the Hybrid angluar spectrum method2018dissertation
6 Moeller, JohnKernels and geometry of machine learningKernel Learning; Machine Learning; Multiple Kernel Learning; Support Vector Machines2017dissertation
7 Zhang, MichaelSbolexplorer: data infrastructure and data mining for genetic design repositories2019thesis
8 Datar, Manasi prakashStatistical analysis of ensembles of nonregular shapescomputational anatomy; correspondence models; ensemble statistics; longitudinal shape analysis; non-parametric models; shape regression2016dissertation
9 Raj, MukundDepth-based visualizations for ensemble data and graphsComputer science; Mathematics2018dissertation
10 Popek, Katie MMagnetic localization and closed-loop propulsion for active capsule endoscopy using a single magnetic dipole sourcecapsule endoscopy; localization; magnetic manipulation; medical robotics2017dissertation
11 Hromatka, MichelleMultisite learning in medical image analysisclassification; fMRI; medical imaging; MRI; multisite learning2015-12thesis
12 Goparaju, Venkata Seaha Sai AnupamaEvaluation and validation of off-the-shelf statistical shape modeling tools in clinical applications2019thesis
13 Ding, HaiboAffective polarity recognition and human needs categorization for affective events2018dissertation
14 Preston, J. SamuelModeling nondiffeomorphic motion VIA composite deformation models2018dissertation
15 Burtsev, AntonDeterministic systems analysisDeterministic replay; Replay debugging; Xen2013-05dissertation
16 Qadir, AshequlAcquiring knowledge for affective state recognition in social mediaAffective Polarity; Emotion Hashtag; Implicit Property; Natural Language Processing; Simile; Social Media2016dissertation
17 Dos Santos, Marques EmanueleSimplifying the creation and deployment of collaborative data analysis and visualization toolsData analysis; Provenance; Visualization systems; Workflow systems2010dissertation
18 Saha, AvishekSome models and measures for learning on a budgetActive learning; Distributed learning; Online learning; Transfer learning2012-12dissertation
19 Lundrigan, Philip BrandonReliable real-time data upload for wireless networks2018dissertation
20 Liu, ShusenVisual exploration of high-dimensional spaces through identification, summarization, and interpretation of two-dimensional projectionsComputer science2017dissertation
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