SeqNAS: Neural Architecture Search for Event Sequence Classification

Author:

Udovichenko Igor1ORCID,Shvetsov Egor1ORCID,Divitsky Denis2ORCID,Osin Dmitry1,Trofimov Ilya1ORCID,Sukharev Ivan3,Glushenko Anatoliy4,Berestnev Dmitry3,Burnaev Evgeny1ORCID

Affiliation:

1. Skolkovo Institute of Science and Technology, Moscow, Russia

2. Tinkoff, Moscow, Russia

3. Zvuk, Moscow, Russia

4. VTB, Moscow, Russia

Funder

Analytical center under the RF Government

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference49 articles.

1. Automated machine learning: Review of the state-of-the-art and opportunities for healthcare

2. BioAutoMATED: An end-to-end automated machine learning tool for explanation and design of biological sequences

3. Modeling events and interactions through temporal processes—A survey;Liguori;arXiv:2303.06067,2023

4. DCNN-Based Multi-Signal Induction Motor Fault Diagnosis

5. Explainable failure predictions with RNN classifiers based on time series data;Giurgiu;arXiv:1901.08554,2019

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