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UMBC Electronic Theses and Dissertations
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UMBC Electronic Theses and Dissertations
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Efficient Time Integration Methods for Stiff Stochastic Dynamical Systems
Cipcigan, Ioana
Mathematics and Statistics;
Numerical methods; Stiff systems; Stochastic dynamics
2011-01-01
Tau leap methods for stiff stochastic chemical systems
Yang, Yushu
Mathematics and Statistics;
2011-01-01
Mining Commonsense Knowledge from the Web: Towards Inducing Script-like Structures From Large-scale Text Sources
Kasch, Niels
Computer Science and Electrical Engineering;
Commonsense knowledge; Concept Modeling for Scripts; Schank; script-like structures; topic-driven; topic-specific corpus
2012-01-01
NOVEL SECOND-ORDER METHODS FOR DATA-DRIVEN FMRI ANALYSIS
Li, Yiou
Computer Science and Electrical Engineering
BSS; CCA; Data-driven; fMRI; ICA; Order selection
2009-01-01;
Topics in Structured Convex Optimization and Nonlinear Programming
Shevchenko, Olena
Mathematics and Statistics;
Mathematics (0405); Operations Research (0796); interior-point methods; homogeneous programming; homogeneos cones; hyperbolicity cones
2007-07-12;
Uniform Approximation Property of Implicit Methods for a Stiff Family of Differential Equations
Paruchuru, Sai Subhash
Mathematics and Statistics;
Implicit Euler; Implicit Taylor; Stiff Differential Equations; Uniform Convergence
2011-01-01
Empirical Bayes Methods for Proteomics
Li, Feng
Mathematics and Statistics;
Empirical Bayes; 2D PAGE; Proteomics; Confidence interval; Image processing; Statistics (0463); Biology, Bioinformatics (0715)
2008-02-05;
IMPROVING ITERATIVE SIMILARITY SEARCHES WITH BETTER ALIGNMENTS AND BETTER STATISTICS
Gonzalez, Mileidy
Biological Sciences;
Alignment; Homologous overextension; PSI-BLAST; Sequence comparison; Similarity searching; Statistics
2010-01-01
Finding Spatio-Temporal Patterns in Large Sensor Datasets
McGuire, Michael Patrick
Information Systems;
data mining; dynamic spatio-temporal subspaces; spatial neighborhoods; spatio-temporal patterns; temporal intervals
2010-01-01
Vibration-based Damage Detection of Structures
Emory, Benjamin Haynes
Mechanical Engineering;
Damage Detection; Elevator Testing; Engineering Education; Inverse Problems; Modal Impact Device; Vibration
2010-01-01
A Utility-Aware Privacy Preserving Framework For Distributed Data Mining With Worst Case Privacy Guarantee
Banerjee, Madhushri
Information Systems;
Data mining; Distributed data; Privacy; Secure multi-party computation; Security
2011-01-01
Reliability of Structural Equation Modeling in Examining Resting State Motor Network in Healthy Subjects
Kavallappa, Tejaswini
Computer Science and Electrical Engineering;
2011-01-01
UNIVARIATE CLASSIFICATION OF DEGRADED CARTILAGE SAMPLES USING MRI PARAMETERS
GURLU, MERVE
Mathematics and Statistics;
Likelihood Ratio; Osteoarthritis; Standardized Distance; Statistical Noise; Statistics; Univariate Classification
2012-01-01
Geometric optimization problems with applications to ellipsoidal approximations and quasi-Newton methods
Gurtuna, Filiz
Mathematics and Statistics;
Mathematics (0405)
2008-10-09;
Selective Knowledge Transfer for Machine Learning
Eaton, Eric
Computer Science and Electrical Engineering
boosting; knowledge transfer; machine learning; spectral graph theory; transfer learning
2009-01-01;
Novel Data-driven Methods for Target Detection and Classification and their Application to Raman Spectroscopy
Wang, Wei
Computer Science and Electrical Engineering
Classification; Data-driven; Detection; Raman spectroscopy
2009-01-01;
Vibrational Self Consistent Field Theory of Condensed Phase Bio-Organic Crystals
Balu, Radhakrishnan
Chemistry and Biochemistry;
Chemistry, Physical (0494)
2008-02-05;
Improved Information Retrieval through Set-based Preference Learning
Montminy III, Joseph Clarence
Computer Science and Electrical Engineering;
Computer Science (0984);Information Retrieval; Preference Learning; Set-based Preference Learning
2008-08-21;
Infeasible interior point methods for sufficient linear complementarity problems
Vancea, Adrian Petru
Mathematics and Statistics;
interior point; linear complementarity; small neighborhood; superlinear convergence; wide symmetric neighborhood
2009-01-01
Computational Problems in Haplotype Inference
Namjoshi, Parag
Computer Science and Electrical Engineering;
Haplotype Inference; Pure Parsimony
2009-01-01
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