Michael A. Beck
Affiliations:- University of Winnipeg, Canada
- University of Kaiserslautern, Germany (former)
According to our database1,
Michael A. Beck
authored at least 21 papers
between 2011 and 2023.
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Bibliography
2023
Inside out: transforming images of lab-grown plants for machine learning applications in agriculture.
Frontiers Artif. Intell., February, 2023
Strategies and impact of learning curve estimation for CNN-based image classification.
CoRR, 2023
A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images.
CoRR, 2023
2022
Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification.
Frontiers Artif. Intell., 2022
Investigating classification learning curves for automatically generated and labelled plant images.
CoRR, 2022
2021
Presenting an extensive lab- and field-image dataset of crops and weeds for computer vision tasks in agriculture.
CoRR, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture.
CoRR, 2020
2018
Integrating Fractional Brownian Motion Arrivals into the Statistical Network Calculus.
Proceedings of the 30th International Teletraffic Congress, 2018
2017
Generalizing window flow control in bivariate network calculus to enable leftover service in the loop.
Perform. Evaluation, 2017
Demo abstract: An integrated tool of applying stochastic network calculus for network performance analysis.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017
2016
EAI Endorsed Trans. Ubiquitous Environ., 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
2014
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
2013
Proceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools, 2013
2012
On the calculation of sample-path backlog bounds in queueing systems over finite time horizons.
Proceedings of the 6th International ICST Conference on Performance Evaluation Methodologies and Tools, 2012
Achieving High Lifetime and Low Delay in Very Large Sensors Networks Using Mobile Sinks.
Proceedings of the IEEE 8th International Conference on Distributed Computing in Sensor Systems, 2012
2011
Planning the trajectories of multiple mobile sinks in large-scale, time-sensitive WSNs.
Proceedings of the Distributed Computing in Sensor Systems, 2011