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Visual tools for analysing evolution, emergence, and error in data streams
- Hart, Sol, Yearwood, John, Bagirov, Adil
Classification for accuracy and insight : A weighted sum approach
- Quinn, Anthony, Stranieri, Andrew, Yearwood, John
RBACS : Rootkit behavioral analysis and classification system
- Lobo, Desmond, Watters, Paul, Wu, Xinwen
Identifying rootkit infections using data mining
- Lobo, Desmond, Watters, Paul, Wu, Xinwen
Classes and clusters in data analysis
- Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien
From convex to nonconvex: A loss function analysis for binary classification
- Zhao, Lei, Mammadov, Musa, Yearwood, John
Data mining with combined use of optimization techniques and self-organizing maps for improving risk grouping rules : Application to prostate cancer patients
- Churilov, Leonid, Bagirov, Adil, Schwartz, Daniel, Smith, Kate, Dally, Michael
Optimization of classifiers for data mining based on combinatorial semigroups
- Kelarev, Andrei, Yearwood, John, Watters, Paul
AWSum - applying data mining in a health care scenario
- Quinn, Anthony, Jelinek, Herbert, Stranieri, Andrew, Yearwood, John
Derivative-free hybrid methods in global optimization and their applications
A formula for multiple classifiers in data mining based on Brandt semigroups
- Kelarev, Andrei, Yearwood, John, Mammadov, Musa
Application of optimisation-based data mining techniques to tobacco control dataset
- Dzalilov, Zari, Zhang, J, Bagirov, Adil, Mammadov, Musa
Efficient piecewise linear classifiers and applications
Zero-day malware detection based on supervised learning algorithms of API call signatures
- Alazab, Mamoun, Venkatraman, Sitalakshmi, Watters, Paul, Alazab, Moutaz
Structure learning of Bayesian networks using a new unrestricted dependency algorithm
- Taheri, Sona, Mammadov, Musa
Rule-based classifiers and meta classifiers for identification of cardiac autonomic neuropathy progression
- Jelinek, Herbert, Kelarev, Andrei, Stranieri, Andrew, Yearwood, John
Visual grouping of association rules for hypotheses suggestion
Classification systems based on combinatorial semigroups
- Abawajy, Jemal, Kelarev, Andrei
A complete list of kernels used in support vector machines
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