Research output per year
Research output per year
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On Recursive Marginal and MAP Inference in State Observation Models
Rudic, B., Sturm, V. & Efrosinin, D., 06 May 2025, Information Technologies and Mathematical Modelling. Queueing Theory and Related Fields: 23rd International Conference, ITMM 2024, Karshi, Uzbekistan, October 20–26, 2024, Revised Selected Papers. Dudin, A., Nazarov, A. & Moiseev, A. (eds.). 1 ed. Springer Nature, p. 85-97 13 p. (Communications in Computer and Information Science; vol. 2472 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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Recursive Bayesian Decoding in State Observation Models: Theory and Application in Quantum-Based Inference
Rudic, B., Pichler-Scheder, M. & Efrosinin, D., 18 Jun 2025, In: Mathematics. 13, 12, 24 p., 2012.Research output: Contribution to journal › Article › peer-review
Open Access -
Recursive Bayesian Smoothing with Gaussian Sums
Rudic, B., Sturm, V. & Efrosinin, D., 11 Apr 2025, In: TechRxiv . 5 p.Research output: Contribution to journal › Article
Open Access -
Simulation-Based Optimization for Resource Allocation Problem in Finite-Source Queue with Heterogeneous Repair Facility
Efrosinin, D., Vishnevskiy, V. & Stepanova, N., 16 Feb 2025, Distributed Computer and Communication Networks: 27th International Conference, DCCN 2024, Moscow, Russia, September 23–27, 2024, Revised Selected Papers. Vishnevsky, V. M., Samouylov, K. E. & Kozyrev, D. V. (eds.). 1 ed. Springer Nature, p. 187-202 16 p. 15460. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15460 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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Use Cases of Machine Learning in Queueing Theory Based on a GI/G/K System
Efrosinin, D., Vishnevskiy, V., Stepanova, N. & Sztrik, J., 25 Feb 2025, In: Mathematics. 13, 5, 36 p., 776.Research output: Contribution to journal › Article › peer-review
Open Access
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Further Optimization Methods for Controlled Queueing Systems Based on Artificial Intelligence
Efrosinin, D. (PI), Stepanova, N. (Researcher), Mallinger, A. (Researcher), Schreiner, W. (Researcher), Sztrik, J. (Researcher), Gal, Z. (PI), Talbi, D. (Researcher) & Filep, L. (Researcher)
01.01.2026 → 31.12.2026
Project: Funded research › Other sponsors
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Strategic Research Part im Multi-Firm Projekt MFP 3.3 (COMET K2)
Efrosinin, D. (PI)
01.07.2022 → 31.12.2026
Project: Funded research › FFG - Austrian Research Promotion Agency
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AI-based monitoring and optimization based on sensor data from injection molds (COMET K2)
Efrosinin, D. (PI)
01.06.2022 → 31.12.2026
Project: Funded research › FFG - Austrian Research Promotion Agency
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Artificial intelligence based enhancement of performance evaluation and optimization methods for controlled queueing systems
Efrosinin, D. (Researcher), Stepanova, N. (Researcher) & Gal, Z. (Researcher)
01.11.2024 → 01.11.2025
Project: Funded research › Other sponsors
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Time Series Transformation into Images for Production State Recognition
Fleischanderl, S. (Researcher) & Efrosinin, D. (PI)
09.01.2023 → 20.11.2023
Project: Other › Master thesis project
Activities
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A stochastic multiscale model for low-grade glioma evolution
Meddah, A. (Speaker) & Efrosinin, D. (Contributor)
05 Feb 2026Activity: Talk or presentation › Other talk or presentation › science-to-science
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Reliability Analysis of <GIk≤n | GI | l> system using Marked Markov Processes
Rykov, V. (Contributor), Ivanova, N. (Contributor) & Efrosinin, D. (Speaker)
11 Jun 2025Activity: Talk or presentation › Invited talk › science-to-science
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On the Analytic Solution to Recursive Smoothing in Mixture Models
Rudic, B. (Speaker), Sturm, V. (Speaker) & Efrosinin, D. (Speaker)
29 Oct 2024Activity: Talk or presentation › Poster presentation › science-to-science
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Maximum A Posteriori Predecessors in State Observation Models
Pichler-Scheder, M. (Speaker), Efrosinin, D. (Speaker) & Rudic, B. (Speaker)
22 Oct 2024Activity: Talk or presentation › Contributed talk › science-to-science
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Simulation-Based Optimization for Resource Allocation Problem in Finite-Source Queue with Heterogeneous Repair Facility
Efrosinin, D. (Speaker), Stepanova, N. (Speaker) & Vishnevskiy, V. (Speaker)
24 Sept 2024Activity: Talk or presentation › Contributed talk › science-to-science
Press/Media
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Telephone conversation with a computer
Efrosinin, D. & Winkler, A.
01.01.2010
1 item of Media coverage
Press/Media