H.6. Pattern Recognition
1. IRDDS: Instance reduction based on Distance-based decision surface

J. Hamidzadeh

Volume 3, Issue 2 , Summer 2015, , Pages 121-130

http://dx.doi.org/10.5829/idosi.JAIDM.2015.03.02.01

Abstract
  In instance-based learning, a training set is given to a classifier for classifying new instances. In practice, not all information in the training set is useful for classifiers. Therefore, it is convenient to discard irrelevant instances from the training set. This process is known as instance reduction, ...  Read More

H.3.15.3. Evolutionary computing and genetic algorithms
2. A novel hybrid method for vocal fold pathology diagnosis based on russian language

V. Majidnezhad

Volume 2, Issue 2 , Summer 2014, , Pages 141-147

http://dx.doi.org/10.22044/jadm.2014.332

Abstract
  In this paper, first, an initial feature vector for vocal fold pathology diagnosis is proposed. Then, for optimizing the initial feature vector, a genetic algorithm is proposed. Some experiments are carried out for evaluating and comparing the classification accuracies which are obtained by the use of ...  Read More