Abdul Matin, Rasel Ahmed Bhuiyan, Shafiur Raihan Shafi, Amit Kumar Kundu et al.
Epilepsy is commonly regarded as a neurological disorder which can be characterized by repetitive unprovoked seizures. Electroencephalogram (EEG) is the neuro-physiological measurement of the brain's electrical activity recorded by electrodes placed in the cerebral cortex. The EEG signals play an es...
Faisal Bin Ashraf, Md Shafiur Raihan Shafi
Identification of short repeating patterns in biological sequences, mostly known as motif, is important for understanding the genetic regulatory system of a living being. But weak conservation of motifs makes it an NP-hard problem and poses a challenge in computational biology. In this work, we have...
Faisal Bin Ashraf, Abdul Matin, Md. Shafiur Raihan Shafi, Muhammad Usama Islam
k-means is the most widely used clustering algorithm which is an unsupervised technique that needs assumptions of centroids to begin the process. Hence, the problem is NP-hard and needs careful consideration and optimization to get a better quality of clusters of data. In this work, a meta-heuristic...
Fayika Farhat Nova, Pratyasha Saha, Md. Shafiur Raihan Shafi, Shion Guha
This study explores the notions of sharing public harassment experiences on social media and the associated construction of online social support and justice, based on an anonymous survey (n=340) and semi-structured interviews (n=10) in Bangladesh. Our initial findings show the wider prevalence of p...
Faisal Bin Ashraf, Md. Shafiur Raihan Shafi, Md. Rayhan Kabir
Microbiomes, micro organisms living in a host environment, play significant role in the regular activities and abnormalities of the host. Researches throughout the world has found symbiotic relations between the human microbiomes and human physiology, immunity, diseases etc. Outstanding development ...
Md. Samin Morshed, Faisal Bin Ashraf, Muhammad Usama Islam, Md. Shafiur Raihan Shafi
Machine learning in agriculture has added a new dimension to research field through providing actionable insights for better crop yield. In our work, we have explored various types of mushrooms and utilized efficient feature selection techniques coupled with effective machine learning based classifi...
Faisal Bin Ashraf, Md Rayhan Kabir, Md Shafiur Raihan Shafi, Jubair Ibn Malik Rifat
With the advancement of industrial civilization it has been a great concern how climate has been changed over time. Climatology has become an immensely important area to study for the understanding of our environment and its change. Climate data contain huge amount of information about the history o...
Rasel Ahmed Bhuiyan, Abdul Matin, Md. Shafiur Raihan Shafi, Amit Kumar Kundu
Human Computer Interaction (HCI) focuses on the interaction between humans and machines. An extensive list of applications exists for hand gesture recognition techniques, major candidates for HCI. The list covers various fields, one of which is sign language recognition. In this field, however, high...