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Comparison of Algorithms for Anomaly Detection in Flight Recorder Data of Airline Operations
A Publication, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 11 years, 9 months ago
Shared By: Santanu Das
Published at 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSM 17 - 19 September 2012, Indianapolis, Indiana
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nu-Anomica: A Fast Support Vector Based Anomaly Detection Technique
A Publication, Nikunj Oza's Collection - 11 years, 6 months ago
Shared By: Nikunj Oza
In this paper we propose $\nu$-Anomica, a novel anomaly detection technique that can be trained on huge data sets with much reduced running time compared ...
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Detecting Anomalies in Multivariate Data Sets with Switching Sequences and Continuous Streams
A Publication, Nikunj Oza's Collection - 12 years, 7 months ago
Shared By: Nikunj Oza
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Detection of Anomalous Flights in Airline Daily Operations Based on Onboard Recorded Flight Data
A Publication, Ames-ICAT/MIT - 13 years, 1 month ago
Shared By: Santanu Das
These are presentation slides.
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ANOMALY DETECTION IN ONBOARD-RECORDED FLIGHT DATA USING CLUSTER ANALYSIS
A Publication, Ames-ICAT/MIT - 13 years, 1 month ago
Shared By: Santanu Das
A method has been developed to support Flight Operations Quality Assurance (FOQA) by identifying anomalous flights based on onboard-recorded flight data using cluster analysis techniques. ...
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Fleet Level Anomaly Detection of Aviation Safety Data
A Publication, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 8 years, 3 months ago
Shared By: Santanu Das
For the purposes of this paper, the National Airspace System (NAS) encompasses the operations of all aircraft which are subject to air traffic control procedures. ...
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ν-Anomica: A Fast Support Vector based Novelty Detection Technique
A Publication, Kanishka Bhaduri's Collection - 13 years, 11 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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Discovering Precursors to Aviation Safety Incidents: KDD 2010
A Publication, Ashok Srivastava's Collection - 10 years, 9 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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Detecting Anomalies in Multivariate Data Sets with Switching Sequences and Continuous Streams
A Publication, Kanishka Bhaduri's Collection - 13 years, 11 months ago
Shared By: Kanishka Bhaduri
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Anomica: Fast Support Vector Based Novelty Detection
A Publication, Ashok Srivastava's Collection - 10 years, 9 months ago
Shared By: Ashok Srivastava
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 ...
Santanu's Projects (11)
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