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Hateful Sentiment Detection in Real-Time Tweets: An LSTM-Based Comparative Approach Open
It is undeniable that social media has improved our lives in many ways, like allowing interactions with others all over the world and network expansion for businesses. However, there are detrimental effects of such accessibility, including…
A Hybrid Imputation Method for Multi-Pattern Missing Data: A Case Study on Type II Diabetes Diagnosis Open
Real medical datasets usually consist of missing data with different patterns which decrease the performance of classifiers used in intelligent healthcare and disease diagnosis systems. Many methods have been proposed to impute missing dat…
Permeable Breakwaters Performance Modeling: A Comparative Study of Machine Learning Techniques Open
The advantage of permeable breakwaters over more traditional types has attracted great interest in the behavior of these structures in the field of engineering. The main objective of this study is to apply 19 well-known machine learning re…
Application of Multilayer Perceptron Neural Network and Support Vector Machine for Modeling the Hydrodynamic Behavior of Permeable Breakwaters with Porous Core Open
In this research, the application of multilayer perceptron (MLP) neural networks and support vector machine (SVM) for modeling the hydrodynamic behavior of Permeable Breakwaters with Porous Core has been investigated. For this purpose, exp…