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Michael Alexander Beck
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An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture
MA Beck, CY Liu, CP Bidinosti, CJ Henry, CM Godee, M Ajmani
Plos one 15 (12), e0243923, 2020
342020
Advances in theory and applicability of stochastic network calculus
M Beck
Technische Universität Kaiserslautern, 2016
162016
Achieving high lifetime and low delay in very large sensors networks using mobile sinks
WY Poe, M Beck, JB Schmitt
2012 IEEE 8th International Conference on Distributed Computing in Sensor …, 2012
122012
The disco stochastic network calculator version 1.0: when waiting comes to an end
MA Beck, J Schmitt
Proceedings of the 7th International Conference on Performance Evaluation …, 2013
112013
Visualizing feature maps for model selection in convolutional neural networks
S Mostafa, D Mondal, M Beck, C Bidinosti, C Henry, I Stavness
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
92021
Leveraging guided backpropagation to select convolutional neural networks for plant classification
S Mostafa, D Mondal, MA Beck, CP Bidinosti, CJ Henry, I Stavness
Frontiers in Artificial Intelligence 5, 871162, 2022
82022
Towards the analysis of transient phases with stochastic network calculus
M Beck
2016 17th International Telecommunications Network Strategy and Planning …, 2016
82016
Towards a statistical network calculus—Dealing with uncertainty in arrivals
MA Beck, SA Henningsen, SB Birnbach, JB Schmitt
IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 2382-2390, 2014
82014
Planning the trajectories of multiple mobile sinks in large-scale, time-sensitive WSNs
WY Poe, M Beck, JB Schmitt
2011 International Conference on Distributed Computing in Sensor Systems and …, 2011
82011
Presenting an extensive lab-and field-image dataset of crops and weeds for computer vision tasks in agriculture
MA Beck, CY Liu, CP Bidinosti, CJ Henry, CM Godee, M Ajmani
arXiv preprint arXiv:2108.05789, 2021
72021
Window flow control in stochastic network calculus
MA Beck, J Schmitt
University of Kaiserslautern, Germany, Tech. Rep. 391/15, 2015
72015
Window flow control in stochastic network calculus-The general service case
M Beck, J Schmitt
Proceedings of the 9th EAI International Conference on Performance …, 2016
52016
Generalizing window flow control in bivariate network calculus to enable leftover service in the loop
M Beck, J Schmitt
Performance Evaluation 114, 45-55, 2017
42017
The TerraByte Client: providing access to terabytes of plant data
MA Beck, CP Bidinosti, CJ Henry, M Ajmani
arXiv preprint arXiv:2203.13691, 2022
32022
Technical Report The Stochastic Network Calculator
M Beck, S Henningsen
arXiv preprint arXiv:1707.07739, 2017
32017
On the calculation of sample-path backlog bounds in queueing systems over finite time horizons
M Beck, J Schmitt
6th International ICST Conference on Performance Evaluation Methodologies …, 2012
32012
A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images
N Noshiri, MA Beck, CP Bidinosti, CJ Henry
arXiv preprint arXiv:2306.09418, 2023
22023
Inside out: transforming images of lab-grown plants for machine learning applications in agriculture
AE Krosney, P Sotoodeh, CJ Henry, MA Beck, CP Bidinosti
Frontiers in Artificial Intelligence 6, 2023
22023
Demo abstract: An integrated tool of applying stochastic network calculus for network performance analysis
MA Beck, S Henningsen, Q Xu, J Wang, K Wu, X Liu
2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS …, 2017
22017
A First Course in Stochastic Network Calculus
DMMA Beck
22014
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Articles 1–20