Igor Cherepanov

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Multiclass Classification

Top Venues

Publications

Igor Cherepanov, David Sessler, Alex Ulmer, Hendrik Lücke-Tieke, Jörn Kohlhammer
Towards the Visualization of Aggregated Class Activation Maps to Analyse the Global Contribution of Class Features. xAI (2) (2023)
Igor Cherepanov, Jonathan Geraldi Joewono, Arjan Kuijper, Jörn Kohlhammer
Extension of Dictionary-Based Compression Algorithms for the Quantitative Visualization of Patterns from Log Files. CoRR (2023)
Igor Cherepanov, David Sessler, Alex Ulmer, Hendrik Lücke-Tieke, Jörn Kohlhammer
Towards the Visualization of Aggregated Class Activation Maps to Analyse the Global Contribution of Class Features. CoRR (2023)
Igor Cherepanov, Alex Ulmer, Jonathan Geraldi Joewono, Jörn Kohlhammer
Visualization Of Class Activation Maps To Explain AI Classification Of Network Packet Captures. CoRR (2022)
Igor Cherepanov, Alex Ulmer, Jonathan Geraldi Joewono, Jörn Kohlhammer
Visualization Of Class Activation Maps To Explain AI Classification Of Network Packet Captures. VizSec (2022)
Igor Cherepanov, Andrey A. Mikhailov, Alexey O. Shigarov, Viacheslav Paramonov
On automated workflow for fine-tuning deepneural network models for table detection in document images. MIPRO (2020)
Alexey O. Shigarov, Igor Cherepanov, Evgeniy A. Cherkashin, Nikita O. Dorodnykh, Vasiliy V. Khristyuk, Andrey A. Mikhailov, Viacheslav Paramonov, Egor Rozhkow, Alexandr Yu. Yurin
Towards End-to-End Transformation of Arbitrary Tables from Untagged Portable Documents (PDF) to Linked Data. ITAMS (2019)