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Pertanika Journal of Science and Technology, ISSN 0128-7680, 01/2019, Volume 27, Issue 1, pp. 123 - 141
Journal Article
Journal of Intelligent Systems, ISSN 0334-1860, 04/2016, Volume 25, Issue 2, pp. 263 - 282
Fuzzy rule-based systems (FRBSs) are proficient in dealing with cognitive uncertainties like vagueness and ambiguity imperative to real-world decision-making... 
Fuzzy classification rules (FCRs) | intra-class exceptions | exceptions discovery | inter-class exceptions, genetic algorithm | Studies | Fuzzy logic | Decision making | Intelligent systems | Classification | Genetic algorithms
Journal Article
International Journal of Computational Systems Engineering, ISSN 2046-3391, 01/2017, Volume 3, Issue 1-2, pp. 58 - 73
DNA microarray technology is a nascent technology having vast applications in the molecular biology. Despite of its many useful applications in disease... 
Multiple objective analysis | Ant colony optimization | Reduction | Biomarkers | Diagnosis | Medical diagnosis | Performance measurement | Molecular biology | Deoxyribonucleic acid--DNA
Journal Article
Journal of Intelligent Systems, ISSN 0334-1860, 06/2015, Volume 24, Issue 2, pp. 145 - 160
The well-known classifier support vector machine has many parameters associated with its various kernel functions. The radial basis function kernel, being the... 
model selection | multiobjective GA | Support vector machine | Studies | Intelligent systems | Analysis | Optimization | Genetic algorithms
Journal Article
Pertanika Journal of Science and Technology, ISSN 0128-7680, 04/2018, Volume 26, Issue 2, pp. 729 - 748
Journal Article
International Journal of Computational Systems Engineering, ISSN 2046-3391, 01/2018, Volume 4, Issue 1, pp. 46 - 57
Ant colony optimisation (ACO) algorithms have been used to discover accurate, and comprehensible classification rules. Discovering exceptions using ACO is an... 
Ant colony optimization | Algorithms | Data sets | Classification | Machine learning
Journal Article
International Journal of Intelligent Systems Technologies and Applications, ISSN 1740-8865, 2013, Volume 12, Issue 3-4, pp. 283 - 300
Data mining algorithms produce information of a statistical nature that contains accurate and reliable knowledge. However, in many cases these algorithms do... 
Intra class exceptions | Exception discovery | Inter class exceptions | Knowledge discovery | Evolutionary approach | Data mining | Discovery of interesting rules | Genetic algorithms | Algorithms
Journal Article
International Journal of Advanced Research in Computer Science, 11/2011, Volume 2, Issue 6
  Genetic Algorithm (GA) is a robust and popular stochastic optimization algorithm for large and complex search spaces. The major disadvantages of Genetic... 
Journal Article
International Journal of Computer Applications, ISSN 0975-8887, 01/2011, Volume 31, Issue 1
  A majority of contribution in the domain of rule mining overemphasize on maximizing the predictive accuracy of the discovered patterns. The user-oriented... 
Mining | Accuracy | Mathematical analysis | Classification | Genetics | Evolution | Fitness | Genetic algorithms
Journal Article
Lecture Notes in Networks and Systems, ISSN 2367-3370, 2019, Volume 40, pp. 475 - 484
Journal Article
2014 International Conference on Contemporary Computing and Informatics (IC3I), 11/2014, pp. 31 - 37
This paper presents bottom-up Pittsburgh approach for discovery of classification rules. Population initialization makes use of entropy as the attribute... 
Accuracy | Sociology | Standards organizations | Pittsburgh approach | classification rule | Organizations | Entropy | Bottom-up approach | Statistics | Genetic algorithms | Classification rule
Conference Proceeding
2017 International Conference on Information, Communication, Instrumentation and Control (ICICIC), 08/2017, Volume 2018-, pp. 1 - 8
Class imbalance problem is very common in medical diagnosis. A standard classifier might be biased towards majority class and ignore the importance of the... 
Training | Evolutionary Algorithm | Class imbalance | Weighted Fitness Function | Sampling methods | Classification algorithms | Medical diagnosis | Decision trees | Medical diagnostic imaging | Genetic algorithms | Medical Diagnosis
Conference Proceeding
2009 Third International Conference on Network and System Security, 10/2009, pp. 540 - 545
It is interesting to discover exceptions, as they dispute the existing knowledge and have elements of unexpectedness and surprise. As exceptions focus on a... 
Knowledge engineering | Production systems | Decision making | censored production rule | Design for experiments | exceptions handling | Genetic algorithms | Computer science | genetic algorithm | Accuracy | Databases | Knowledge discovery | Logic | Computer security | Censored production rule | Genetic algorithm | Exceptions handling
Conference Proceeding
2012 Second International Conference on Advanced Computing & Communication Technologies, ISSN 2327-0632, 01/2012, pp. 72 - 78
The voluminous amount of data stored in databases contains hidden knowledge which could be valuable to improve decision making process of any organization. As... 
Databases | Rule Discovery | Interestingness Measures | Area measurement | Semantics | Production | Birds | Data mining | Reliability | Data Mining
Conference Proceeding
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