See All Resources (861)
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DXC'09 Industrial Track Sample Data
A Dataset, First International Diagnostic Competition - 13 years, 4 months ago
Shared By: SCOTT POLL
Sample data, including nominal and faulty scenarios, for Tier 1 and Tier 2 of the First International Diagnostic Competition. Three file formats are provided, tab-delimited ...
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A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago
Shared By: Kanishka Bhaduri
This paper proposes a scalable, local privacy preserving algorithm for distributed Peer-to-Peer (P2P) data aggregation useful for many advanced data mining/analysis tasks such as average/sum ...
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Distributed Anomaly Detection Using Satellite Data From Multiple Modalities
A Publication, Kanishka Bhaduri's Collection - 13 years, 3 months ago
Shared By: Kanishka Bhaduri
There has been a tremendous increase in the volume of Earth Science data over the last decade from modern satellites, in-situ sensors and different climate ...
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Privacy Preserving Outlier Detection through Random Nonlinear Data Distortion
A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago
Shared By: Kanishka Bhaduri
Consider a scenario in which the data owner has some private/sensitive data and wants a data miner to access it for studying important patterns without ...
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ν-Anomica: A Fast Support Vector based Novelty Detection Technique
A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago
Shared By: Kanishka Bhaduri
In this paper we propose ν-Anomica, a novel anomaly detection technique that can be trained on huge data sets with much reduced running time compared ...
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A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks
A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago
Shared By: Kanishka Bhaduri
This paper describes a local and distributed expectation maximization algorithm for learning parameters of Gaussian mixture models (GMM) in large peer-to-peer (P2P) environments. The algorithm ...
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Fast and Flexible Multivariate Time Series Subsequence Search
A Publication, Kanishka Bhaduri's Collection - 13 years, 4 months ago
Shared By: Kanishka Bhaduri
Multivariate Time-Series (MTS) are ubiquitous, and are generated in areas as disparate as sensor recordings in aerospace systems, music and video streams, medical monitoring, and ...
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Other, Indir Jaganjac's Collection - 13 years, 4 months ago
Shared By: Indir Jaganjac
My new photo
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Second International Diagnostic Competition - DXC'10 Slides
Other, Second International Diagnostic Competition - 13 years, 4 months ago
Shared By: SCOTT POLL
Slides presented at DXC'10 session of 21st International Workshop on Principles of Diagnosis
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Second International Diagnostic Competition - DXC'10
A Publication, Second International Diagnostic Competition - 13 years, 4 months ago
Shared By: SCOTT POLL
A framework to compare and evaluate diagnosis algorithms (DAs) has been created jointly by NASA Ames Research Center, Palo Alto Research Center, and Delft University ...
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Other, Second International Diagnostic Competition - 13 years, 4 months ago
Shared By: SCOTT POLL
Results for the DXC'10 Industrial Track.
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Other, Second International Diagnostic Competition - 13 years, 4 months ago
Shared By: SCOTT POLL
The DXC Framework is a collection of programs and APIs for running and evaluating diagnostic algorithms (DAs) under identical experimental conditions. It is complementary to ...
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DXC'10 Industrial Track Competition Data
A Dataset, Second International Diagnostic Competition - 12 years, 12 months ago
Shared By: SCOTT POLL
Competition data, including nominal and faulty scenarios, for Diagnostic Problems I and II of the Second International Diagnostic Competition. Three file formats are provided, tab-delimited ...
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DXC'10 Industrial Track Sample Data
A Dataset, Second International Diagnostic Competition - 13 years, 4 months ago
Shared By: SCOTT POLL
Sample data, including nominal and faulty scenarios, for Diagnostic Problems I and II of the Second International Diagnostic Competition. Three file formats are provided, tab-delimited ...
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Other, Machine Learning and Controls Lab Development - 13 years, 4 months ago
Shared By: RODNEY MARTIN
Link to Sharepoint website containing a repository of more detailed internal information for authorized users