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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
Clustering Transient Data Streams by Example and by Variable
Chaovalit, Pimwadee
Information Systems
cluster evolutions; clustering perspectives; data streams clustering; one-pass algorithms; POD-Clus algorithm
2009-01-01;
Privacy Preserving Distributed Data Mining based on Multi-objective Optimization and Algorithmic Game Theory
Das, Kamalika
Computer Science and Electrical Engineering;
data mining; data privacy; distributed data mining; game theory; optimization
2009-01-01
Probabilistic Approximate Algorithms for Distributed Data Mining in Peer-to-Peer Networks
Datta, Souptik
Computer Science and Electrical Engineering;
Computer Science(0984); Peer-to-peer; Sampling; Probabilistic Approximation; Data Mining; Algorithms; Distributed Computation
2008-08-21;
Empowering Scientific Discovery by Distributed Data Mining on the Grid Infrastructure
Dutta, Haimonti
Computer Science and Electrical Engineering;
Distributed Data Mining on Grid; CyberEnabled Discovery; Data Mining on Astronomy Catalogs; Computer Science (0984); Computer Science (0984)
2008-02-05;
COVER MODEL PIVOT INDEXES FOR FLEXIBLE, ADAPTABLE, AND AGILE SYSTEMS
Cheng, Fuesane
Computer Science and Electrical Engineering;
Cloud Computing; Distribiuted Database; Generic Data Model; HBase; RDF Data Store; XML Data Store
2011-01-01
Privacy Preserving Data Mining for Medical Data
Gal, Tamas S
Information Systems;
data mining; medical data; privacy
2011-01-01
Data and Energy Management in Wireless Sensor Networks
Tang, Shilang
Computer Science and Electrical Engineering;
Computer Science (0984); Energy conservation; network lifetime; data gathering; routing; algorithms
2008-10-13;
Trust-based Data Management in Mobile Ad Hoc Networks
Gupta, Sheetal
Computer Science and Electrical Engineering;
Computer Science (0984)
2008-10-16;
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;
Data Gathering in Wireless Sensor Networks using Multiple Mobile Data Collection Agents
Shah, Piyush Pradipkumar
Computer Science and Electrical Engineering;
Wireless Sensor Networks; Multiple Mobile Agents; Ultra Wide Band; Hierarchical Network; Computer Science (0984)
2008-02-12;
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
Target-Based Maintenance of Privacy-Preserving Association Rules
Ahluwalia, Madhu Vasishta
Information Systems;
Association Rule Mining; Change Data Capture; Database Synchronization; Discrete Wavelet Transform; Incremental Maintenance; Privacy Preserving Data Mining
2011-01-01
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;
Enabling Reproducibility of Scientific Data Flows Through Tracking and Representation of Provenance
Tilmes, Curt
Computer Science and Electrical Engineering;
Equivalence; Provenance; Reproducibility
2011-01-01
Privacy Preserving PCA on Distributed Bioinformatics Datasets
Li, Xin
Information Systems;
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
Geomagnetic Data Assimilation Using Ensemble Methods to Estimate Forecast Error Covariance
Sun, Zhibin
Mathematics and Statistics;
Geomagnetic Data Assimilation; Ensemble Method; Geodynamo; Geophysics (0373); Mathematics (0405); Statistics (0463)
2007-11-26;
Optimizing privacy-accuracy tradeoff for privacy preserving data mining
Kim, Dongjin
Information Systems;
Privacy Preserving Data Mining
2010-01-01
Coronary Heart Disease Prediction:A Data Mining Approach
DAS, SOMA
Computer Science and Electrical Engineering;
2012-01-01
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