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UMBC Electronic Theses and Dissertations
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a method for clustering brain fibers.
(1)
a utility-aware privacy preserving framework for distributed data mining with worst case privacy guarantee
(1)
advances in the molecular genetic analyses of volvox carteri
(1)
adversarial classification: an ensemble-based approach
(1)
clinical-genomic analysis for disease prediction
(1)
clustering transient data streams by example and by variable
(1)
design and analysis of maximum simplex volume-based endmember extraction algorithms
(1)
empowering scientific discovery by distributed data mining on the grid infrastructure
(1)
exploration of utility of data dimensionality in multispectral and hyperspectral image classification
(1)
generation and visualization of relational statistical deformation models for morphological image analysis
(1)
Keywords
actin cell migration classification imagej myosin protrusions
(1)
adversarial classification concept drift machine learning
(1)
anomaly detection and classification automatic target generation process (atgp); linear spectral mixture analysis (lsma); orthogonal subspace projection(osp); unsupervised target detection and classification virtual dimensionality (vd)
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artificial mirna transposon tagging
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biomedical informatics classification clinical informatics data visualization multivariate time series
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brain fibers classification clustering data mining principal component analysis statistical analysis
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causal n-findr endmember extraction algorithms initialization driven n-findr maximum simplex volume random n-findr sequential n-findr
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characteristic classification speaker classification speaker recognition
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classification clinical-genomic risk clustering snps
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classification data-driven detection raman spectroscopy
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You've searched:
UMBC Electronic Theses and Dissertations
All fields:
classification
(27 results)
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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
Exploration of Utility of Data Dimensionality in Multispectral and Hyperspectral Image Classification
Liu, Keng-Hao
Computer Science and Electrical Engineering;
Engineering, Electronics and Electrical (0544)
2008-01-01;
Unsupervised Object Category Recognition in Image Datasets
Joglekar, Ajay Jayant
Computer Science and Electrical Engineering;
unsupervised image categorization; unsupervised image classification; unsupervised object recognition; object recognition; image classification; unsupervised learning; expectation maximization; Computer Science (0984)
2007-11-26;
Identifing and Isolating Text Classification Signals from Domain and Genre Noise for Sentiment Analysis
Martineau, Justin Christopher
Computer Science and Electrical Engineering;
Domain Adaptation; Machine Learning; Natural Language Processing; Sentiment Analysis
2011-01-01
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;
Unsupervised Target Detection and Classification for Hyperspectral Imagery
Jiao, Xiaoli
Computer Science and Electrical Engineering;
Anomaly Detection and Classification; Automatic Target Generation Process (ATGP); Linear Spectral Mixture Analysis (LSMA); Orthogonal Subspace Projection(OSP); Unsupervised Target Detection and Classification; Virtual Dimensionality (VD)
2010-01-01
The Use of Classification Trees to Determine Criteria Leading to a Total Joint Replacement Recommendation for Patients with Knee or Hip Osteoarthritis
Shurupoff, Kimberly Eileen
Mathematics and Statistics;
classification trees; joint space narrowing; OARSI-OMERACT Initiative; osteoarthritis; quality of life; total joint replacement
2011-01-01
Partial Volume Estimation of Magnetic Resonance Image Using Linear Spectral Mixing Analysis
Wong, Englin
Computer Science and Electrical Engineering;
Dimension Expansion; Hyperspectral Image Analysis; Kernel; Linear Spectral Mixture Analysis; MRI; Multispectral Image Analysis
2011-01-01
Speaker Characteristic-based Acoustic Model Adaptation Method for Speaker Recognition Systems
Millington, Daniel Scott
Computer Science and Electrical Engineering;
Characteristic Classification; Speaker Classification; Speaker Recognition
2011-01-01
Adversarial Classification: An Ensemble-based approach
Chinavle, Deepak Niwrutti
Computer Science and Electrical Engineering
adversarial classification; concept drift; machine learning
2009-01-01;
A METHOD FOR CLUSTERING BRAIN FIBERS.
Prasad, Shilpa
Information Systems;
Brain Fibers; Classification; Clustering; Data Mining; Principal Component Analysis; Statistical Analysis
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
IMAGE CLASSIFICATION AND AUTOMATED EXTRACTION OF COLLOCATED ACTIN/ MYOSIN REGIONS
Mokashi, Ronil Sudhir
Computer Science and Electrical Engineering;
Actin; cell migration; Classification; ImageJ; Myosin; protrusions
2011-01-01
Clinical-Genomic Analysis for Disease Prediction
DALVI, DARSHANA
Computer Science and Electrical Engineering;
Classification; Clinical-genomic risk; Clustering; SNPs
2011-01-01
Multivariate Time Series Analysis of Physiological and Clinical Data
Ordonez, Patricia
Computer Science and Electrical Engineering;
biomedical informatics; classification; clinical informatics; data visualization; multivariate time series
2012-01-01
Towards Implementation of a Pattern Recognition System based on a Working Theory of the Learning Rule for Dendritic Integration
Patel, Shamit Atul
Computer Science and Electrical Engineering;
computational neuroscience; dendritic integration; Hierarchical Temporal Memory; machine learning; neural networks; pattern recognition
2012-01-01
LINEAR SPECTRAL UNMIXING APPROACHES TO MAGNETIC RESONANCE IMAGE CLASSIFICATION
Wong, Eng
Computer Science and Electrical Engineering;
FCLS; LSOSP; MRI; NCLS; OSP; Engineering, Electronics and Electrical (0544); Engineering, Biomedical (0541)
2008-01-01;
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;
Generation and Visualization of Relational Statistical Deformation Models for Morphological Image Analysis
Caban, Jesus J.
Computer Science and Electrical Engineering;
Medical Imaging; Shape Analysis; Statistical Models; Transfer functions; Visualization
2009-01-01
PADMINI: A Peer-to-Peer Distributed Data Mining System for Astronomy Researchers
Mahule, Tushar Pradeep
Computer Science and Electrical Engineering;
data mining; distributed; p2p
2010-01-01
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