Chris Aldrich

31 papers B 4C 6Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Imbalanced Classification of Ultrahigh Carbon Steel Microstructures with Vision Transformers and Image Synthesis of Minority Class.
ANZCC
Xiu Liu, Chris Aldrich, Ke Liu
2024 J jnl
A Review of Orebody Knowledge Enhancement Using Machine Learning on Open-Pit Mine Measure-While-Drilling Data.
Mach. Learn. Knowl. Extr.
Daniel M. Goldstein, Chris Aldrich, Louisa O'Connor
2024 B conf
Enhanced Genetic Programming Models with Multiple Equations for Accurate Semi-Autogenous Grinding Mill Throughput Prediction.
CEC
Zahra Ghasemi, Mehdi Neshat, Chris Aldrich, John Karageorgos, Max Zanin, Frank Neumann, Lei Chen
2024 J jnl
Enhanced Genetic Programming Models with Multiple Equations for Accurate Semi-Autogenous Grinding Mill Throughput Prediction.
CoRR
Zahra Ghasemi, Mehdi Neshat, Chris Aldrich, John Karageorgos, Max Zanin, Frank Neumann, Lei Chen
2024 C conf
Image Restoration Using Radar Point Spread Function.
IGARSS
Anthony Amankwah, Chris Aldrich
2023 J jnl
A Hybrid Intelligent Framework for Maximising SAG Mill Throughput: An Integration of Expert Knowledge, Machine Learning and Evolutionary Algorithms for Parameter Optimisation.
CoRR
Zahra Ghasemi, Mehdi Neshat, Chris Aldrich, John Karageorgos, Max Zanin, Frank Neumann, Lei Chen
2022 J jnl
Application of unthresholded recurrence plots and texture analysis for industrial loops with faulty valves.
Soft Comput.
Tze Lin Kok, Chris Aldrich, Haslinda Zabiri, Syed Ali Ammar Taqvi, Jacques Olivier
2022 — conf
Monitoring of a Platinum Group Metal Flotation Plant with an Isolation Forest.
ANZCC
Xiu Liu, Chris Aldrich
2022 — ed.
Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021), Workshop Proceedings, Kyiv, Ukraine, December 1-3, 2021.
IT&I Workshops
Anatoly Anisimov, Vitaliy Snytyuk, Chris Aldrich, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Mykola Nikitchenko, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy V. Tsyganok, Vladimir Vovk
2022 — ed.
Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, Kyiv, Ukraine, December 01-03, 2021.
IT&I
Anatoly Anisimov, Vitaliy Snytyuk, Chris Aldrich, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Mykola Nikitchenko, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy V. Tsyganok, Vladimir Vovk
2021 — conf
Monitoring of Froth Flotation with Transfer Learning and Principal Component Models
ANZCC
Xiu Liu, Chris Aldrich
2021 — ed.
Proceedings of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Workshops Proceedings, Kyiv, Ukraine, December 02-03, 2020.
IT&I Workshops
Vitaliy Snytyuk, Anatoly Anisimov, Iurii Krak, Mykola Nikitchenko, Oleksandr Marchenko, Frédéric Mallet, Vitaliy V. Tsyganok, Chris Aldrich, Andreas Pester, Hiroshi Tanaka, Karsten Henke, Oleg Chertov, Sándor Bozóki, Vladimir Vovk
2021 — ed.
Selected Papers of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Conferece Proceedings, Kyiv, Ukraine, December 02-03, 2020.
IT&I
Vitaliy Snytyuk, Anatoly Anisimov, Iurii Krak, Mykola Nikitchenko, Oleksandr Marchenko, Frédéric Mallet, Vitaliy V. Tsyganok, Chris Aldrich, Andreas Pester, Hiroshi Tanaka, Karsten Henke, Oleg Chertov, Sándor Bozóki, Vladimir Vovk
2021 C conf
Spatially Weighted Mutual Information for Image Registration.
IGARSS
Chris Aldrich, Anthony Amankwah
2018 — conf
Statistical process monitoring of a base metal flotation plant using a Gaussian mixture model and dissimilarity scale based singular spectrum analysis.
SSCI
Syamala Krishnannair, Chris Aldrich
2015 C conf
A spatial information measure method for hyperspectral image visualization.
IGARSS
Anthony Amankwah, Chris Aldrich
2015 C conf
Motion estimation in flotation froth using the Kalman filter.
IGARSS
Anthony Amankwah, Chris Aldrich
2014 C conf
Automatic estimation of bubble size distributions in flotation froths by use of a mean shift algorithm and watershed transforms.
IGARSS
Anthony Amankwah, Chris Aldrich
2013 — book
Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods
Chris Aldrich, Lidia Auret
2012 J jnl
Estimating size fraction categories of coal particles on conveyor belts using image texture modeling methods.
Expert Syst. Appl.
Gorden T. Jemwa, Chris Aldrich
2012 C conf
Motion estimation in flotation froth images based on edge detection and mutual information.
IGARSS
Anthony Amankwah, Chris Aldrich
2011 J jnl
The cross-entropy method in multi-objective optimisation: An assessment.
Eur. J. Oper. Res.
James Bekker, Chris Aldrich
2010 — conf
Rock image segmentation using watershed with shape markers.
AIPR
Anthony Amankwah, Chris Aldrich
2006 J jnl
Classification of process dynamics with Monte Carlo singular spectrum analysis.
Comput. Chem. Eng.
Gorden T. Jemwa, Chris Aldrich
2003 B conf
Diagnostic monitoring of internal combustion engines by use of independent component analysis and neural networks.
IJCNN
J. P. Barnard, Chris Aldrich
2003 B conf
Identification of chaotic process systems with least squares support vector machines.
IJCNN
Gorden T. Jemwa, Chris Aldrich
2002 B conf
Intelligent process control utilising symbiotic memetic neuro-evolution.
IEEE Congress on Evolutionary Computation
Alex v. E. Conradie, Risto Miikkulainen, Chris Aldrich
1999 J jnl
ANN-DT: an algorithm for extraction of decision trees from artificial neural networks.
IEEE Trans. Neural Networks
Gregor P. J. Schmitz, Chris Aldrich, F. S. Gouws
1999 J jnl
Combinatorial evolution of regression nodes in feedforward neural networks.
Neural Networks
Gregor P. J. Schmitz, Chris Aldrich
1998 J jnl
Visualization of transformed multivariate data sets with autoassociative neural networks.
Pattern Recognit. Lett.
Chris Aldrich
1995 — conf
The tracking of changes in chemical processes using computer vision and self-organizing maps.
ICNN
Jannie S. J. Van Deventer, Chris Aldrich, Derick W. Moolman