Md. Raihan-Al-Masud, M. Rubaiyat Hossain Mondal
This paper focuses on the application of machine learning algorithms for predicting spinal abnormalities. As a data preprocessing step, univariate feature selection as a filter based feature selection, and principal component analysis (PCA) as a feature extraction algorithm are considered. A number ...
Subrato Bharati, Prajoy Podder, Rajib Mondal, Atiq Mahmood et al.
Md. Raihan-Al-Masud, Hossen Asiful Mustafa
Due to increasing amount of cyber attack, there is a growing demand for Network intrusion detection systems (NIDSs) which are necessary for defending from potential attacks. Detecting and preventing cyber attacks is one of the key research areas. Existing NIDSs use traditional machine learning algor...
Subrato Bharati, Prajoy Podder, Md. Raihan Al-Masud
This paper mainly discusses about digital image (MRI image) compression using different parameters. A database of image contains huge number of images and therefor file size may be in GB or Large MB type. Image data compression is a popular method to reduce the redundancies in data representation in...
Prajoy Podder, Subrato Bharati, Md. Robiul Alam Robel, Md. Raihan-Al-Masud et al.
Md. Robiul Alam Robel, Subrato Bharati, Prajoy Podder, Md. Raihan-Al-Masud et al.
Subrato Bharati, Prajoy Podder, Md. Raihan-Al-Masud
Finding human cognitive state is very useful for medical cares in our daily life. EEG eye state classification is a common time series problem for detecting human cognitive state. A cognitive state can be defined as the human thought processes and state of mind. This paper mainly focuses on the pred...
Faysal Hossain, Md. Raihan-Al-Masud, M. Rubaiyat Hossain Mondal
Deep learning based object detection has recently gained significant interest. This work focuses on real time object detection using two deep learning models named Faster Regional Convolution Neural Network (Faster-RCNN) and MobileNet Single Shot MultiBox Detector (MobileNet-SSD). An experiment is d...
Md. Raihan-Al-Masud, Md Tanvir Islam, Md. Mehedi Hasan, Prajoy Podder
To install a new infrastructure of a power transmission line is not only costly but also time-consuming, and it also have some harmful impact on our environment and therefore existing transmission infrastructure is important to use effectively. FACTS is a popular solution to utilize this existing po...