4 papers
RELF: Robust Regression Extended with Ensemble Loss Function
Hamideh Hajiabadi, Reza Monsefi, Hadi Sadoghi Yazdi
Ensemble techniques are powerful approaches that combine several weak learners to build a stronger one. As a meta-learning framework, ensemble techniques can easily be applied to m…
ISNA-Set: A novel English Corpus of Iran NEWS
Mohammad Kamel, Hadi Sadoghi-Yazdi
News agencies publish news on their websites all over the world. Moreover, creating novel corpuses is necessary to bring natural processing to new domains. Textual processing of on…
Sentimental Content Analysis and Knowledge Extraction from News Articles
Mohammad Kamel, Neda Keyvani, Hadi Sadoghi Yazdi
In web era, since technology has revolutionized mankind life, plenty of data and information are published on the Internet each day. For instance, news agencies publish news on the…
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…