Vladimir Pavlov

20 papers A* 1Misc 5Journal 4Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
A Combination of Integrated Gradients and SRFAMap for Explaining Neural Networks Trained with High-Order Statistical Radiomic Features.
xAI (1)
Oleksandr Davydko, Vladimir Pavlov, Luca Longo
2024 Misc conf
Determining of Predictors for Diagnostic Conclusion for Patients with Post-Traumatic Stress Disorder Using Class-Oriented Features Selection Technology and Group Method of Data Handling.
CSIT
Eldar Aliiev, Oleksii Omelchenko, Boris Tarasiuk, Oleksandr Zakomornyi, Oleksandr Matviichuk, Vladimir Pavlov
2024 — conf
SRFAMap: A Method for Mapping Integrated Gradients of a CNN Trained with Statistical Radiomic Features to Medical Image Saliency Maps.
xAI (4)
Oleksandr Davydko, Vladimir Pavlov, Przemyslaw Biecek, Luca Longo
2023 Misc conf
A classifier of the Random Forest type based on GMDH, logistic transformation and positional voting.
CSIT
Yaroslav Hladkyi, Oleg Radchenko, Vladimir Pavlov, Oleksandr Matviichuk, Olena Horodetska
2023 — conf
Selecting Textural Characteristics of Chest X-Rays for Pneumonia Lesions Classification with the Integrated Gradients XAI Attribution Method.
xAI (1)
Oleksandr Davydko, Vladimir Pavlov, Luca Longo
2022 Misc conf
A Pipeline for the Diagnosis and Classification of Lung Lesions for Patients with COVID-19.
CSIT
Oleksandr Davydko, Olena Horodetska, Ievgen Nastenko, Yaroslav Hladkyi, Vladimir Pavlov, Luca Longo, Mykola Linnik, Oleksandr Galkin
2022 Misc conf
Positional Approach to the Voting Function Formation of Random Forest Trees as an Example of Solving the Differentiating Tuberculosis Forms Problem.
CSIT
Oleksandr Matviichuk, Oksana Biloshytska, Olena Horodetska, Vladimir Pavlov, Mykola Linnik, Ievgen Nastenko
2021 — conf
Class-Oriented Features Selection Technology in Medical Images Classification Problem on the Example of Distinguishing Between Tuberculosis Sensitive and Resistant Forms.
CSIT (1)
Oleksandr Matviichuk, Olena Nosovets, Mykola Linnik, Oleksandr Davydko, Vladimir Pavlov, Ievgen Nastenko
2021 — conf
Hybrid Classifiers Based on CNN, LSOF, GMDH in COVID-19 Pneumonic Lesions Types Classification Task.
CSIT (1)
Oleksandr Davydko, Yaroslav Hladkyi, Mykola Linnik, Olena Nosovets, Vladimir Pavlov, Ievgen Nastenko
2021 — conf
Optimal Complexity Structures of Ultrasound Image Models in Diagnostic Decision Making System.
CSIT (1)
Dmytro Hrishko, Oleksandr Trofymenko, Katerina Bovsunoskaja, Olena Nosovets, Irina Dykan, Borys Tarasiuk, Vladimir Pavlov, Ievgen Nastenko
2020 Misc conf
Liver Pathological States Identification with Self-organization Models Based on Ultrasound Images Texture Features.
CSIT
Ievgen Nastenko, Vitaliy Maksymenko, Alexander Galkin, Vladimir Pavlov, Olena Nosovets, Irina Dykan, Boris Tarasiuk, Vitalii Babenko, Vitalii Umanets, Olena Petrunina, Denys Klymenko
2018 J jnl
Theorem Prover for Intuitionistic Logic Based on the Inverse Method.
Program. Comput. Softw.
Vladimir Pavlov, Vadim Pak
2017 — conf
WhaleProver: First-Order Intuitionistic Theorem Prover Based on the Inverse Method.
Ershov Informatics Conference
Vladimir Pavlov, Vadim Pak
2016 — conf
Automatic capturing and analysis of manual manufacturing processes with minimal setup effort.
UbiComp Adjunct
Sönke Knoch, Frederic Kerber, Vladimir Pavlov, Shreeraman Ponpathirkoottam
2015 — conf
CEPBoard: Collaborative Electronic Performance Board and Editor for Production Environments in Industry 4.0.
PerDis
Vladimir Pavlov, Sönke Knoch, Matthieu Deru
2015 J jnl
Efficient Control and Communication Paradigms for Coarse-Grained Spatial Architectures.
ACM Trans. Comput. Syst.
Michael Pellauer, Angshuman Parashar, Michael Adler, Bushra Ahsan, Randy L. Allmon, Neal Clayton Crago, Kermin Fleming, Mohit Gambhir, Aamer Jaleel, Tushar Krishna, Daniel Lustig, Stephen Maresh, Vladimir Pavlov, Rachid Rayess, Antonia Zhai, Joel S. Emer
2014 J jnl
Efficient Spatial Processing Element Control via Triggered Instructions.
IEEE Micro
Angshuman Parashar, Michael Pellauer, Michael Adler, Bushra Ahsan, Neal Clayton Crago, Daniel Lustig, Vladimir Pavlov, Antonia Zhai, Mohit Gambhir, Aamer Jaleel, Randy L. Allmon, Rachid Rayess, Stephen Maresh, Joel S. Emer
2013 J jnl
A Comparison of Knives for Bread Slicing.
Proc. VLDB Endow.
Alekh Jindal, Endre Palatinus, Vladimir Pavlov, Jens Dittrich
2013 — conf
Exploring Automated Reasoning in First-Order Logic: Tools, Techniques and Application Areas.
KESW
Vladimir Pavlov, Alexander Schukin, Tanzilia Cherkasova
2013 A* conf
Triggered instructions: a control paradigm for spatially-programmed architectures.
ISCA
Angshuman Parashar, Michael Pellauer, Michael Adler, Bushra Ahsan, Neal Clayton Crago, Daniel Lustig, Vladimir Pavlov, Antonia Zhai, Mohit Gambhir, Aamer Jaleel, Randy L. Allmon, Rachid Rayess, Stephen Maresh, Joel S. Emer