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 | 34 | 2020 |
Advances in theory and applicability of stochastic network calculus M Beck Technische Universität Kaiserslautern, 2016 | 17 | 2016 |
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 | 12 | 2013 |
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 | 12 | 2012 |
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 Smart Agricultural Technology, 100316, 2023 | 9 | 2023 |
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 | 9 | 2021 |
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 | 8 | 2022 |
Towards the analysis of transient phases with stochastic network calculus M Beck 2016 17th International Telecommunications Network Strategy and Planning …, 2016 | 8 | 2016 |
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 | 8 | 2014 |
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 | 8 | 2011 |
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 | 7 | 2021 |
Window flow control in stochastic network calculus MA Beck, J Schmitt University of Kaiserslautern, Germany, Tech. Rep. 391/15, 2015 | 7 | 2015 |
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 | 5 | 2016 |
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 | 4 | 2017 |
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 | 3 | 2023 |
The terrabyte client: providing access to terabytes of plant data MA Beck, CP Bidinosti, CJ Henry, M Ajmani arXiv preprint arXiv:2203.13691, 2022 | 3 | 2022 |
Technical Report The Stochastic Network Calculator M Beck, S Henningsen arXiv preprint arXiv:1707.07739, 2017 | 3 | 2017 |
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 | 3 | 2012 |
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 | 2 | 2017 |
A First Course in Stochastic Network Calculus DMMA Beck | 2 | 2014 |