9 citations · 12 across the 9 of their papers we have counts for
3 papers · 1 filter
Fuzzy Constraints Linear Discriminant Analysis
Hamid Reza Hassanzadeh, Hadi Sadoghi Yazdi, Abedin Vahedian
In this paper we introduce a fuzzy constraint linear discriminant analysis (FC-LDA). The FC-LDA tries to minimize misclassification error based on modified perceptron criterion tha…
Active Robust Learning
Hossein Ghafarian, Hadi Sadoghi Yazdi
In many practical applications of learning algorithms, unlabeled data is cheap and abundant whereas labeled data is expensive. Active learning algorithms developed to achieve bette…
Outlier absorbing based on a Bayesian approach
Parsa Bagherzadeh, Hadi Sadoghi Yazdi
The presence of outliers is prevalent in machine learning applications and may produce misleading results. In this paper a new method for dealing with outliers and anomal samples i…