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Automated elephant detection and classification from aerial infrared and colour images using deep learning
Published 2018Get full text
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Scalable hierarchical evolution strategies
Published 2023“…We introduce a novel method merging S-ES and HRL, which creates a highly scalable and fast (wall-clock time) algorithm. We demonstrate that S-ES needs no hyper-parameter tuning for the HRL tasks tested and is indifferent to delayed rewards. …”
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Full 3+1 dimensional simulation of the relativistic Boltzmann equation
Published 2021“…Despite the success of hydrodynamics, it has several shortcomings stemming from the fact that it assumes a system close to equilibrium. …”
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The use of a non-classical friction law in finite-element analysis of contact problems
Published 2014Get full text
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Viability of UAV-based antenna pattern measurements
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A reproducible approach to equity backtesting
Published 2020“…This problem is compounded by the fact that the trial-and-error approach of researchers increases the probability of backtest overfitting. …”
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Knowledge discovery in medical database using machine learning techniques
Published 2019-07ArticleFull Text AvailableAccess Repository -
Multilevel inverters for renewable energy systems
Published 2022“…Voltage source inverters have become widely used in the last decade primarily due to the fact that the dangers and limitations of relying on fossil fuel based power generation have been seen and the long term effects felt especially with regards to climate change. …”
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The use of recursive partitioning to build a financial distress prediction for JSE listed companies
Published 2016“…This paper employs both the CART and CHAID algorithm and obtains financially distressed prediction models which have a higher correct classification rate than chance alone and prior literature in South Africa. …”
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Translation and rotational motion compensation techniques for Inverse Synthetic Aperture Radar (ISAR) Imaging of sea vessels
Published 2025“…On the other hand, for the Zayaan vessel, the dominant scatterer autofocus method produced a slightly higher contrast (0.0171 dB) compared to the weighted multiple scatterer method. This highlighted the fact that the choice of autofocus algorithm depends on the dataset. …”
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Time domain ptychography
Published 2015Get full text
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Accelerated coplanar facet radio synthesis imaging
Published 2016“…We propose a coplanar faceting algorithm, where the sky is split up into many smaller images. …”
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The development of a dynamically configured wireless ad-hoc multihop network protocol
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ABS braking on rough terrain
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Robust control of a triple-effect evaporator
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Investigation of the effects of image compression on the geometric quality of digital protogrammetric imagery
Published 2023“…In the experiments, the JPEG was used to compress and decompress a set of test images. The algorithm has been tested on digital images containing various levels of entropy (a measure of information content of an image) with different image capture capabilities. …”
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Alternative sphere decoding for finite control set model predictive control of power electronic converters
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Development of a hybrid power management unit for mobile applications: solar energy case study
Published 2013“…In addition, a new MPPT algorithm is proposed to provide fast and accurate tracking. …”
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