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20152021
most citedAn end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection

7 citations · 14 across the 6 of their papers we have counts for

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2 papers · 1 filter

stat.ML2017

Hierarchical Symbolic Dynamic Filtering of Streaming Non-stationary Time Series Data

Adedotun Akintayo, Soumik Sarkar

This paper proposes a hierarchical feature extractor for non-stationary streaming time series based on the concept of switching observable Markov chain models. The slow time-scale…

stat.ML2017★ 2 cited

Energy Prediction using Spatiotemporal Pattern Networks

Zhanhong Jiang, Chao Liu, Adedotun Akintayo +2

This paper presents a novel data-driven technique based on the spatiotemporal pattern network (STPN) for energy/power prediction for complex dynamical systems. Built on symbolic dy…