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UMBC Electronic Theses and Dissertations
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UMBC Electronic Theses and Dissertations
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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
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;
Coronary Heart Disease Prediction:A Data Mining Approach
DAS, SOMA
Computer Science and Electrical Engineering;
2012-01-01
Fusion of Multiple Neuroimaging Modalities using Canonical Correlation Analysis
Correa, Nicolle M.
Computer Science and Electrical Engineering;
2010-01-01
Privacy Preserving Data Mining for Medical Data
Gal, Tamas S
Information Systems;
data mining; medical data; privacy
2011-01-01
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;
Analyzing Trajectory Populations Through Clustering and Visualization
Trimm, David A.
Computer Science and Electrical Engineering;
Clustering; Intelligent Agents; Student Performance Analysis; Trajectory Sets; Visualization
2012-01-01
Association Rule Mining based Disease Signatures Discovery
Alothaim, Abdulrahman Ibrahim
Information Systems;
association rules; data mining; disease signatures; Parkinson
2012-01-01
THE EFFECTS OF BEACONS, COMMENTS, AND TASKS ON PROGRAM COMPREHENSION PROCESS IN SOFTWARE MAINTENANCE
Fan, Quyin
Information Systems;
Beacon; Cognitive Process; Comments; Eye tracking; Program Comprehension
2010-01-01
SoftSeparator: A Method for Dynamic Separation of the Signatures Generated by Two Cows Walking in Tandem over the Longitudinally-Split Floor of the StepMetrixTM
Dyer, Philip
Mechanical Engineering;
automation; separation; lameness; dairy; stepmetrix; Engineering, Mechanical (0548)
2007-12-04;
Situation Aware Intrusion Detection Model
More, Sumit Surendra
Computer Science and Electrical Engineering;
Information Extraction; Intrusion Detection; Ontology; Semantic Web
2012-01-01
Building Trust Into Utility Cloud Computing
Krautheim, Frank John
Computer Science and Electrical Engineering;
Architecture; Cloud Computing; Security; Trust; Virtualization
2010-01-01
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
Using the Semantic Web to support knowledge integration, retrieval and expansion for ecoinformatics
Parafiynyk, Andriy
Computer Science and Electrical Engineering;
Computer Science (0984); Biology, Bioinformatics (0715); Biology, Ecology (0329); semantic web; ecoinformatics; social media; blogging; ontology; flickr
2007-07-12;
Discovering and Characterizing Hidden Variables in Streaming Multivariate Time Series
Ray, Soumi
Computer Science and Electrical Engineering;
Hidden variables; Linear Dynamical systems; Machine Learning; Neural Networks; Theoretical entities
2010-01-01
Towards Relational Theory Formation from Undifferentiated Sensor Data
Pickett, Marc Joseph
Computer Science and Electrical Engineering;
Artificial Intelligence; Concept Formation; Developmental Robotics; Machine Learning; Neural Modeling; Unsupervised Learning
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;
An Investigation of Raman Lidar Aerosol Measurements and their Application to the study of the Aerosol Indirect Effect
Russo, Felicita
Physics;
Physics, Atmospheric Science (0608)
2007-11-26;
Trust-based Data Management in Mobile Ad Hoc Networks
Gupta, Sheetal
Computer Science and Electrical Engineering;
Computer Science (0984)
2008-10-16;
Privacy Preserving PCA on Distributed Bioinformatics Datasets
Li, Xin
Information Systems;
2011-01-01
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