Browsing by Subject "RF"

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An analysis on the effects of parenting style on offspring’s behavior using machine learning

Akter, Nasrin (Brac University, 2022-12-04)

Parents are usually the most important person for a human being as they encourage and support an offspring’s physical, emotional, social, and intellectual development from infancy to maturity. An individual faces various ...
A comparative analysis of emotion recognition using EEG signals with a channel selection technique

Riduan, Jonayed Ahmed; Mahjabin, Most.; Mim, Nadia Tasnim; Islam, Ridwane-ul; Rana, Md. Shahriar Rahman (Brac University, 2021-01)

Emotion can be defined as the neurophysiological changes people experience due to significant internal or external occasions. This is a mental condition that can a↵ect a person’s behavior, mood, way of life, and relationship ...
Predicting brain age from EEG signals using machine learning and neural network

Pratanu, Abul Mushfique Muslah; Farhad, Fuad Ibne Jashim; Afnan, Aysha; Mim, Nusrat Jahan; Rahman, Farhin (Brac University, 2022-05)

The objective of this study was to develop a technique for calculating the ages of people’s brains by analyzing EEG data signals and using machine learning algorithms on a Raspberry Pi. We employed many machine learning ...