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ORCIDMichael A. Beck
Person information
- affiliation: University of Winnipeg, Canada
- affiliation (former): University of Kaiserslautern, Germany
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Books and Theses
- 2016
[b1]Michael A. Beck:
Advances in Theory and Applicability of Stochastic Network Calculus. Kaiserslautern University, Germany, 2016
Journal Articles
- 2023
- [j4]Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti:
Inside out: transforming images of lab-grown plants for machine learning applications in agriculture. Frontiers Artif. Intell. 6 (2023) - 2022
- [j3]Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness:
Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification. Frontiers Artif. Intell. 5: 871162 (2022) - 2017
- [j2]Michael A. Beck, Jens B. Schmitt:
Generalizing window flow control in bivariate network calculus to enable leftover service in the loop. Perform. Evaluation 114: 45-55 (2017) - 2016
- [j1]Michael A. Beck, Jens B. Schmitt:
Window Flow Control in Stochastic Network Calculus - The General Service Case. EAI Endorsed Trans. Ubiquitous Environ. 3(10): e1 (2016)
Conference and Workshop Papers
- 2021
- [c10]Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness:
Visualizing Feature Maps for Model Selection in Convolutional Neural Networks. ICCVW 2021: 1362-1371 - 2018
- [c9]Paul Nikolaus, Sebastian A. Henningsen, Michael A. Beck, Jens B. Schmitt:
Integrating Fractional Brownian Motion Arrivals into the Statistical Network Calculus. ITC (2) 2018: 37-42 - 2017
- [c8]Michael A. Beck, Sebastian A. Henningsen, Qian Xu
, Jianping Wang, Kui Wu, Xian Liu:
Demo abstract: An integrated tool of applying stochastic network calculus for network performance analysis. INFOCOM Workshops 2017: 964-965 - 2016
- [c7]Michael Alexander Beck:
Stochastic worst case analysis of window flow controlled systems. CDC 2016: 4402-4407 - [c6]Michael A. Beck, Jens B. Schmitt:
Generalizing Window Flow Control in Bivariate Network Calculus to Enable Leftover Service in the Loop. VALUETOOLS 2016 - 2014
- [c5]Michael A. Beck, Sebastian A. Henningsen, Simon B. Birnbach, Jens B. Schmitt:
Towards a statistical network calculus - Dealing with uncertainty in arrivals. INFOCOM 2014: 2382-2390 - 2013
- [c4]Michael A. Beck, Jens B. Schmitt:
The DISCO stochastic network calculator version 1.0: when waiting comes to an end. VALUETOOLS 2013: 282-285 - 2012
- [c3]Wint Yi Poe, Michael A. Beck, Jens B. Schmitt:
Achieving High Lifetime and Low Delay in Very Large Sensors Networks Using Mobile Sinks. DCOSS 2012: 17-24 - [c2]Michael A. Beck, Jens B. Schmitt:
On the calculation of sample-path backlog bounds in queueing systems over finite time horizons. VALUETOOLS 2012: 148-157 - 2011
- [c1]Wint Yi Poe, Michael A. Beck, Jens B. Schmitt:
Planning the trajectories of multiple mobile sinks in large-scale, time-sensitive WSNs. DCOSS 2011: 1-8
Informal and Other Publications
- 2023
- [i8]Nooshin Noshiri, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry:
A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images. CoRR abs/2306.09418 (2023) - [i7]Laura Didyk, Brayden Yarish, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry:
Strategies and impact of learning curve estimation for CNN-based image classification. CoRR abs/2310.08470 (2023) - 2022
- [i6]Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani:
The TerraByte Client: providing access to terabytes of plant data. CoRR abs/2203.13691 (2022) - [i5]Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani:
Investigating classification learning curves for automatically generated and labelled plant images. CoRR abs/2205.10955 (2022) - [i4]Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti:
Inside Out: Transforming Images of Lab-Grown Plants for Machine Learning Applications in Agriculture. CoRR abs/2211.02972 (2022) - 2021
- [i3]Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani:
Presenting an extensive lab- and field-image dataset of crops and weeds for computer vision tasks in agriculture. CoRR abs/2108.05789 (2021) - 2020
- [i2]Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani:
An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture. CoRR abs/2006.01228 (2020) - 2017
- [i1]Michael A. Beck, Sebastian A. Henningsen:
Technical Report The Stochastic Network Calculator. CoRR abs/1707.07739 (2017)
Coauthor Index
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