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researcher

Sergei Petrov

4 papers hereh-index 570 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • eess.SP1

identity via Semantic Scholar / OpenAlex

most citedSoft Sensing Transformer: Hundreds of Sensors are Worth a Single Word

27 citations · 34 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2021

Soft-Sensing ConFormer: A Curriculum Learning-based Convolutional Transformer

Jaswanth Yella, Chao Zhang, Sergei Petrov +4

Over the last few decades, modern industrial processes have investigated several cost-effective methodologies to improve the productivity and yield of semiconductor manufacturing.…

cs.LG2021★ 1 cited

GraSSNet: Graph Soft Sensing Neural Networks

Yu Huang, Chao Zhang, Jaswanth Yella +5

In the era of big data, data-driven based classification has become an essential method in smart manufacturing to guide production and optimize inspection. The industrial data obta…

cs.LG2021★ 27 cited

Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word

Chao Zhang, Jaswanth Yella, Yu Huang +4

With the rapid development of AI technology in recent years, there have been many studies with deep learning models in soft sensing area. However, the models have become more compl…

eess.SP2021★ 6 cited

IEEE BigData 2021 Cup: Soft Sensing at Scale

Sergei Petrov, Chao Zhang, Jaswanth Yella +3

IEEE BigData 2021 Cup: Soft Sensing at Scale is a data mining competition organized by Seagate Technology, in association with the IEEE BigData 2021 conference. The scope of this c…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.