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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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Discovering Precursors to Aviation Safety Incidents: KDD 2010
A Publication, Ashok Srivastava's Collection - 10 years, 2 months ago
Shared By: Ashok Srivastava
Modern aircraft are producing data at an unprecedented rate with hundreds of parameters being recorded on a second by second basis. The data can be ...
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A Publication, Bryan Matthews's Collection - 13 years, 6 months ago
Shared By: Bryan Matthews
Prior to the launch of STS-119 NASA had completed a study of an issue in the flow control valve (FCV) in the Main Propulsion System ...
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Virtual Sensors: Efficiently Estimating Missing Spectra
A Publication, Nikunj Oza's Collection - 13 years, 6 months ago
Shared By: Nikunj Oza
Various instruments are used to create images of the Earth and other objects in the universe in a diverse set of wavelength bands with the ...
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Decadal Variations in NDVI and Food Production in India
A Publication, Ashok Srivastava's Collection - 10 years, 2 months ago
Shared By: Ashok Srivastava
In this study we use long-term satellite, climate, and crop observations to document the spatial distribution of the recent stagnation in food grain production affecting ...
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Understanding Human Error Based on Automated Analyses vol 1
A Publication, Ashok Srivastava's Collection - 10 years, 2 months ago
Shared By: Ashok Srivastava
A proactive approach to identifying and alleviating life-threatening conditions in the aviation system entails a well-defined process of identifying threats, evaluating causes, assessing risks, and ...
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Understanding Human Error Based on Automated Analyses
A Publication, Ashok Srivastava's Collection - 10 years, 2 months ago
Shared By: Ashok Srivastava
This is a report on a continuing study of automated analyses of experiential textual reports to gain insight into the causal factors of human errors ...
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Comparative Analyses of Operational Flights
A Publication, Ashok Srivastava's Collection - 10 years, 2 months ago
Shared By: Ashok Srivastava
This report describes a cooperative experiment conducted by ONERA and NASA, with the support of Airbus S.A.S. and easyJet Airline Company, Ltd. The study evaluated ...
Ashok's Projects (16)
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Vehicle Level Reasoning System-VLRS
5 members
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