16 citations · 31 across the 3 of their papers we have counts for
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cs.LG2017★ 16 cited
Sparsification of the Alignment Path Search Space in Dynamic Time Warping
Saeid Soheily-Khah, Pierre-François Marteau
Temporal data are naturally everywhere, especially in the digital era that sees the advent of big data and internet of things. One major challenge that arises during temporal data…
cs.LG2017★ 15 cited
Hybrid Isolation Forest - Application to Intrusion Detection
Pierre-François Marteau, Saeid Soheily-Khah, Nicolas Béchet
From the identification of a drawback in the Isolation Forest (IF) algorithm that limits its use in the scope of anomaly detection, we propose two extensions that allow to firstly…