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We present a set of novel algorithms which we call sequenceMiner, that detect and characterize anomalies in large sets of high-dimensional symbol sequences that arise from recordings of switch...
Search relevance: 228.76 | Views last month: 12 | Catalog Last Checked: August 04, 2025 at 11:46 AM -
The Multiple Kernel Anomaly Detection (MKAD) algorithm is designed for anomaly detection over a set of files. It combines multiple kernels into a single optimization function using the One Class...
Search relevance: 69.88 | Views last month: 3 | Catalog Last Checked: January 31, 2026 at 08:20 PM -
Detecting and describing anomalies in large repositories of discrete symbol sequences. **sequenceMiner has been open-sourced! Download the file below to try it out.** ...
Search relevance: 59.18 | Views last month: 7 | Catalog Last Checked: August 04, 2025 at 11:47 AM -
We present a set of novel algorithms which we call sequenceMiner that detect and characterize anomalies in large sets of high-dimensional symbol sequences that arise from recordings of switch...
Search relevance: 56.79 | Views last month: 1 | Catalog Last Checked: July 28, 2026 at 11:50 PM -
We discuss a statistical framework that underlies envelope detection schemes as well as dynamical models based on Hidden Markov Models (HMM) that can encompass both discrete and continuous sensor...
Search relevance: 53.29 | Views last month: 5 | Catalog Last Checked: July 28, 2026 at 11:51 PM -
The world-wide aviation system is one of the most complex dynamical systems ever developed and is generating data at an extremely rapid rate. Most modern commercial aircraft record several hundred...
Search relevance: 44.42 | Views last month: 1 | Catalog Last Checked: July 28, 2026 at 11:50 PM
