1. Sergei Chuprov Homepage - UTRGV Faculty Web
Sep 22, 2024 · I am an Assistant Professor (tenure-track) in the Department of Computer Science in the College of Engineering and Computer Science, UTRGV.
Ph.D. in Computing and Information Sciences Department of Computer Science, College of Engineering and Computer Science, University of Texas Rio Grande Valley, EIEAB, Room 3.240 1201 W University Dr, Edinburg, TX 78539
2. Sergey S Chuprov - Home - ACM Digital Library
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3. Sergei Chuprov - Google Scholar
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University of Texas Rio Grande Valley - Cited by 206 - ML Applications Robustness - ML Applications Security - Data Quality - Cyber-Physical Systems
4. "Robust Machine Learning Under Vulnerable Cyberinfrastructure and ...
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In our study, we investigate Machine Learning (ML) application robustness in ML Integrated with Network (MLIN) systems. We consider MLIN as an integration of three major components and interrelations between them: data sources, network facilities, and ML application. In contrast to the conventional approaches that focus on each separate component, we concentrate on their interrelationships, and consider them from the system integration perspective. We formulate our primary goal as to develop methods and tools aimed at assuring ML application performance towards Data Quality (DQ) variation in MLIN through improving ML application robustness. We examine the prior work on ML robustness definition, evaluation, and enhancement, and discuss existing challenges. As our first major contribution, we propose a novel approach to define and evaluate ML robustness towards DQ variations in MLIN that enables addressing these challenges. We develop ML robustness calculus based on the relationship between the quality of the input data and ML performance demonstrated over this input. As another major contribution, we examine and develop methods and tools to ensure ML performance through improving ML robustness in MLIN. With the integrated MLIN architecture in mind, we represent our third major contribution in which we develop a reactive MLIN feedback mechanism aimed at providing MLIN system restructuring recommendations in order to improve ML performance in the presence of DQ variations. In ou...
5. [PDF] Innovative prospects, nonlinear dynamics and the regional industry ...
Breach of equilibrium is the consequence because it is caused by reaction of a system to innovative disturbances, and a reason,. Page 5. Sergey Chuprov.
6. UPSTAT 2023 - Rochester Chapter - ASA Community
The winner of the students' awards for Best Poster is Sergei Chuprov from the Rochester Institute of Technology. ... I eagerly look forward to seeing all of you ...
The ASA Community is an online gateway for member collaboration and connection.
7. IR-Surviving NSCLC Cells Exhibit Different Patterns of Molecular and ...
These giant polyploid cells can appear in the form of polyploidy “bouquets”, which subsequently return to an interphase state and separate into secondary ...
For the first time, we demonstrated that the significant decrease in p63/p73 expression together with the absence of functional p53 could underlie an increase in the fraction of polyploid cells, transformation rates, and the glycolytic NAD(P)H ...
8. [PDF] Chuprov - The Game-Theoretic Probability and Finance Project
Other relevant examples are his acquaintance with the works of Süssmilch (see. [1]), with Lambert's attempts to study randomness (Chuprov 1909, p. 188) and ...
9. H-Diplo | RJISSF Roundtable 16-13 on Rindzevičiūtė, The Will to Predict
Nov 15, 2024 · ... can generate a different kind of politics. For instance, in the ... Chuprov, as well as on neo-Kantianism to positivism, which would ...
15 November 2024 | PDF: https://issforum.org/to/jrt16-13 | Website: rjissf.org | Twitter: @HDiplo Editor: Diane Labrosse Commissioning Editor: Seth Offenbach Production Editor: Christopher Ball Pre…
10. [PDF] Data Quality Based Intelligent Instrument Selection with Security ...
Measurements from various sensors can be fused to increase their accuracy [32]. ... [25] Igor Khokhlov, Leon Reznik, and Sergey Chuprov. 2021. Framework for ...
11. Data Quality and Security Evaluation Framework for Mobile Devices ...
Oct 6, 2021 · This innovation has a high potential to significantly improve a wide spectrum of science and technology applications as it fuses different types ...
This Project Outcomes Report for the General Public is displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed in this Report are those of the PI and do not necessarily reflect the views of the National Science Foundation; NSF has not approved or endorsed its content.
12. ITMO's R&D Project Results and Their Applications
Mar 16, 2020 · ... Sergey Chuprov. The stand itself is a black and white checkered surface that looks like an enormous (3x3 meters) chess board ...
Year after year, dozens, even hundreds of ITMO’s students and PhD researchers conduct their research. Their topics are set, teams are formed, projects are created and developed, their results are defended, –
