Review Article

Rule-Based Classification Based on Ant Colony Optimization: A Comprehensive Review

Table 2

Applications of rule-based classifier.

DomainWorkApplication

Medical[8]Detection of epilepsy based on ECG
[9]Predicting radiation toxicity in prostate cancer treatment
[10]Heart disease prediction
[11]Lung nodule detection based on thoracic computed tomography images
[12]Lung nodule detection based on thin section CT images
[13]Predicting diabetes
[14]Classification of premature ventricular complexes
[15]Mammography classification
[16]EEG signal classification
[17]Classification of lung cancer stages from free text pathology reports
[18]Analysis of dermatology databases
[19]Medical decision support
[20]Computer aided diagnosis
[21]Classification of Arabic medical texts
[22]Classification of diseases in discharge summaries
Genetics[23]Analysis of gene-gene and gene-environment interactions in genetic association study
Portfolio analysis[24, 25]Bankruptcy prediction
GIS[26]Landslide prediction
[27]Mapping wetlands
[28, 29]Land cover classification
HMI[30, 31]Body poses and gesture recognition
[32]Handwriting recognition
Autonomous driving[33]Classification of lighting conditions for driving scenes
ICT[34]User behavior prediction on website
[35]Event driven messaging system
[36]Sports video indexing
[37, 38]Network anomaly detection
[39]Image processing
[40]Sentiment analysis on microblog
[41]Finding people with emotional distress in social media
[42]Detecting travel modes
[43]Classification of data streams
Quality and reliability[44]Fault detection of bearings
[45]Fault detection and diagnosis of vapor compression air conditioners
[46]Fault diagnosis of rotating machinery
[47]Fault detection in semiconductor wafers
[48]Analysis of bank service quality
[49]Recognition of power quality disturbances