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UMBC Electronic Theses and Dissertations
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UMBC Electronic Theses and Dissertations
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mukherjee, sourav
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Title
a utility-aware privacy preserving framework for distributed data mining with worst case privacy guarantee
(1)
a variational approach towards distributed data mining
(1)
association rule mining based disease signatures discovery
(1)
center-based clustering with divergence
(1)
clinical-genomic analysis for disease prediction
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clustering transient data streams by example and by variable
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coronary heart disease prediction:a data mining approach
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cover model pivot indexes for flexible, adaptable, and agile systems
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dynamic document clustering using singular value decomposition
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a method for clustering brain fibers.
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Keywords
anomaly detection multi domain multivariate spatial data mining
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applications of graph grammars graph grammar graph mining parameter learning relational data mining stochastic graph grammar
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association rule mining change data capture database synchronization discrete wavelet transform incremental maintenance privacy preserving data mining
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association rules data mining disease signatures parkinson
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bioremedation degradation products hplc photo-assisted electrochemical detection rdx
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brain fibers classification clustering data mining principal component analysis statistical analysis
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bregman clustering constrained k-means smoothing
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cercla damages montana natural resource
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classification clinical-genomic risk clustering snps
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cloud computing distribiuted database generic data model hbase rdf data store xml data store
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UMBC Electronic Theses and Dissertations
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mining
(26 results)
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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
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;
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
Optimizing privacy-accuracy tradeoff for privacy preserving data mining
Kim, Dongjin
Information Systems;
Privacy Preserving Data Mining
2010-01-01
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;
A Variational Approach Towards Distributed Data Mining
Mukherjee, SOURAV
Computer Science and Electrical Engineering;
Computer Science (0984)
2007-07-21;
Stochastic Graph Grammars: Parameter Learning and Applications
Mukherjee, Sourav
Computer Science and Electrical Engineering;
Applications of Graph Grammars; Graph Grammar; Graph Mining; Parameter Learning; Relational Data Mining; Stochastic Graph Grammar
2010-01-01
Privacy Preserving Data Mining for Medical Data
Gal, Tamas S
Information Systems;
data mining; medical data; privacy
2011-01-01
Efficient Local Algorithms for Distributed Data Mining in Large Scale Peer to Peer Environments: A Deterministic Approach
Bhaduri, Kanishka
Computer Science and Electrical Engineering;
Computer Science(0984); data mining; peer-to-peer; local algorithms; distributed deterministic computation
2008-08-21;
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
Association Rule Mining based Disease Signatures Discovery
Alothaim, Abdulrahman Ibrahim
Information Systems;
association rules; data mining; disease signatures; Parkinson
2012-01-01
Natural Resource Damage Restoration in the Upper Clark Fork Basin, Montana: A Policy Perspective
Isokait, Douglas Neil
Public Policy
CERCLA; damages; Montana; natural; resource
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
Coronary Heart Disease Prediction:A Data Mining Approach
DAS, SOMA
Computer Science and Electrical Engineering;
2012-01-01
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
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;
Learning the Structure of Hyperedge Replacement Graph Grammars
Berrios, David Hyon
Computer Science and Electrical Engineering;
hyperedge replacement; context-free graph grammar; graph mining; Computer Science (0984)
2008-02-12;
Center-Based Clustering with Divergence
Su, Ziqiu
Mathematics and Statistics;
bregman; clustering; constrained; k-means; smoothing
2010-01-01
A METHOD FOR CLUSTERING BRAIN FIBERS.
Prasad, Shilpa
Information Systems;
Brain Fibers; Classification; Clustering; Data Mining; Principal Component Analysis; Statistical Analysis
2010-01-01
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