most citedUnsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks

4 citations · 6 across the 3 of their papers we have counts for

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cs.LG2020

Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments

Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban +1

We investigate nonlinear regression for nonstationary sequential data. In most real-life applications such as business domains including finance, retail, energy and economy, timese…

cs.LG2019★ 2 cited

Development of a Forecasting and Warning System on the Ecological Life-Cycle of Sunn Pest

İsmail Balaban, Fatih Acun, Onur Yiğit Arpalı +6

We provide a machine learning solution that replaces the traditional methods for deciding the pesticide application time of Sunn Pest. We correlate climate data with phases of Sunn…