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Samuel Kounev

german aerospace centre (dlr)

38H-index
350Paper Count
5.8KCitation Count
Published Papers 26
Publication Date
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Towards a near real-time remote sensing monitoring system of forest canopy cover loss in Bavaria, Germany
errForestry
IF3.2
err2026-04-01
err0
errOAAI
errJaggy, Niklas; Thonfeld, Frank; Kacic, Patrick; Herbst, Nikolas; Kortmann, Mareike; Kounev, Samuel; Muller, Jorg; Kuenzer, Claudia
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WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK, ECML PKDD 2025, PT IX
IF0
err2026-01-01
err0
PREAI
errBorst, Vanessa; Dittus, Timo; Dege, Tassilo; Schmieder, Astrid; Kounev, Samuel
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errSave
Quo Vadis CKKS: Comparison of the realization of basic mathematical functions for the homomorphic cryptosystem CKKS using De Bello and polynomial approximations
errJournal of Information Security and Applications
IF3.7
err2025-06-12
err0
errOAAI
errThomas Prantl; Lukas Horn; Simon Engel; André Bauer; Samuel Kounev
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errSave
Challenges in the evaluation of earth observation products: Accuracy assessment case study using convolutional neural networks
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2025-01-01
err0
errOAAI
errPrantl, Thomas; Barthel, Til; Kaiser, Dennis; Schwinger, Maximilian; Bauer, Andre; Kounev, Samuel
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errSave
Evaluation is key: a survey on evaluation measures for synthetic time series
errJOURNAL OF BIG DATA
IF6.4
err2024-05-07
err2
errOAAI
errStenger, Michael; Leppich, Robert; Foster, Ian; Kounev, Samuel; Bauer, Andre
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errSave
Serverless Computing: What It Is, and What It Is Not?
errCOMMUNICATIONS OF THE ACM
IF12.2
err2023-08-23
err10
errOAAI
errKounev, Samuel; Herbst, Nikolas; Abad, Cristina L.; Iosup, Alexandru; Foster, Ian; Shenoy, Prashant; Rana, Omer; Chien, Andrew A.
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errSave
MVNOCoreSim: A Digital Twin for Virtualized IoT-Centric Mobile Core Networks
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-08-01
err3
PREAI
errGeissler, Stefan; Wamser, Florian; Bauer, Wolfgang; Gebert, Steffen; Kounev, Samuel; Hosfeld, Tobias
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errSave
A literature review of IoT and CPS-What they are, and what they are not
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2023-06-01
err33
PREAI
errLesch, Veronika; Zuefle, Marwin; Bauer, Andre; Ifflaender, Lukas; Krupitzer, Christian; Kounev, Samuel
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errSave
Optimizing storage assignment, order picking, and their interaction in mezzanine warehouses
errAPPLIED INTELLIGENCE
IF3.5
err2023-02-06
err8
errOAAI
errLesch, Veronika; Mueller, Patrick B. M.; Kraemer, Moritz; Hadry, Marius; Kounev, Samuel; Krupitzer, Christian
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errSave
A literature review on optimization techniques for adaptation planning in adaptive systems: State of the art and research directions
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2022-09-01
err15
PREAI
errHenrichs, Elia; Lesch, Veronika; Straesser, Martin; Kounev, Samuel; Krupitzer, Christian
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errSave
An Overview on Approaches for Coordination of Platoons
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-08-01
err50
errOAAI
errLesch, Veronika; Breitbach, Martin; Segata, Michele; Becker, Christian; Kounev, Samuel; Krupitzer, Christian
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errSave
A case study on the stability of performance tests for serverless applications
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2022-07-01
err12
errOAAI
errEismann, Simon; Costa, Diego Elias; Liao, Lizhi; Bezemer, Cor-Paul; Shang, Weiyi; van Hoorn, Andre; Kounev, Samuel
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errSave
A machine learning-based workflow for automatic detection of anomalies in machine tools
errISA TRANSACTIONS
IF6.5
err2022-06-01
err18
PREAI
errZuefle, Marwin; Moog, Felix; Lesch, Veronika; Krupitzer, Christian; Kounev, Samuel
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errSave
Artificial intelligence-based early detection of acute kidney injury after cardiac surgery
errEUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY
IF3
err2022-05-06
err14
errOAAI
errKalisnik, Jurij Matija; Bauer, Andre; Vogt, Ferdinand Aurel; Stickl, Franziska Josephine; Zibert, Janez; Fittkau, Matthias; Bertsch, Thomas; Kounev, Samuel; Fischlein, Theodor
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Tackling the rich vehicle routing problem with nature-inspired algorithms
errAPPLIED INTELLIGENCE
IF3.5
err2022-01-06
err13
errOAAI
errLesch, Veronika; Koenig, Maximilian; Kounev, Samuel; Stein, Anthony; Krupitzer, Christian
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errSave
A Survey on Secure Group Communication Schemes With Focus on IoT Communication
errIEEE ACCESS
IF3.6
err2022-01-01
err3
errOAAI
errPrantl, Thomas; Zeck, Timo; Bauer, Andre; Ten, Peter; Prantl, Dominik; Ben Yahya, Ala Eddine; Ifflaender, Lukas; Dmitrienko, Alexandra; Krupitzer, Christian; Kounev, Samuel
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errSave
A Predictive Maintenance Methodology: Predicting the Time-to-Failure of Machines in Industry 4.0
err2021 IEEE 19TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN)
IF0
err2021-07-21
err6
PREAI
errZuefle, Marwin; Agne, Joachim; Grohmann, Johannes; Doertoluk, Ibrahim; Kounev, Samuel
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errSave
A comparison of mechanisms for compensating negative impacts of system integration
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2021-03-01
err9
errOAAI
errLesch, Veronika; Krupitzer, Christian; Stubenrauch, Kevin; Keil, Nico; Becker, Christian; Kounev, Samuel; Segata, Michele
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errSave
Time Series Forecasting for Self-Aware Systems
errPROCEEDINGS OF THE IEEE
IF25.9
err2020-07-01
err19
PREAI
errBauer, Andre; Zuefle, Marwin; Herbst, Nikolas; Zehe, Albin; Hotho, Andreas; Kounev, Samuel
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Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2019-04-01
err42
PREAI
errBauer, Andre; Herbst, Nikolas; Spinner, Simon; Ali-Eldin, Ahmed; Kounev, Samuel
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Ian Foster
H-index: 124 · Papers: 1.4K
P
Prashant Shenoy
H-index: 69 · Papers: 554
O
Omer Rana
H-index: 63 · Papers: 838
W
Wolfgang Bauer
H-index: 53 · Papers: 512
T
Thomas Bertsch
H-index: 51 · Papers: 547
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