Browsing by Subject "DNN"

Application of deep learning in MRI classification of Schizophrenia

Joyee, Ramisa Fariha; Rodoshi, Lamia Hasan; Nadia, Yasmin (Brac University, 2023-01-23)

In today’s world, when people are suffering from complex brain diseases, MRI has been playing a very significant part in understanding brain functionalities and its abnormalities. Deep learning has been recently used for ...

A convolutional neural network based model with improved activation function and optimizer for effective intrusion detection and classification

Kabir, Solaiman; Sakib, Sadman; Hossain, Md. Akib; Islam, Safi (Brac University, 2020-04)

In today's world, technological advancements have entangled our nancial, social and many more other aspects of lives to the internet or some network. Moreover, with the development of IoT technologies, it has spread ...

Demand forecasting on supply chain using ML and NN

Hridi, Naoshin Anzum; Farhan, Md Sharior Hossain; Abed, Md. Junaed; Rafsan, Mohammad Nafiz Fuad (Brac University, 2022-05)

Demand forecasting is mainly a process whereby analyzing historical sales data, strategic and operational strategies are devised in order to estimate customer demand. One of the most fundamental aspects of supply chain ...

Integration of handcrafted and deep neural features for Melanoma classification

Rahman, Mohammad Saminoor; Hossain, Md. Jubayer; Islam, Siful; Kabir, Md. Nafiul; Sujon, Md. Kamrul Hasan (Brac University, 2021-09)

Deep neural networks (DNNs) are widely utilized to automate medical image in- terpretation in many forms of cancer diagnosis and to support medical specialists with fast data processing. Although man-made characteristics ...