Sukarna Barua, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
Imbalanced learning problems contain an unequal distribution of data samples among different classes and pose a challenge to any classifier as it becomes hard to learn the minority class samples. Synthetic oversampling methods address this problem by generating the synthetic minority class samples t...
Taibur Rahman, Md. Ismail Hosen, Md. Monirul Islam, Hossain Uddin Shekhar
Redox degenerative reactions of the biological system inevitably produce reactive oxygen species (ROS) and their derivatives. Oxidative stress is the result of an imbalance in pro-oxidant/antioxidant homeostasis that leads to the generation of toxic reactive oxygen species (ROS), such as hydrogen pe...
Mohd Khairul Ahmad, Md. Saiful Islam, M. Safiur Rahman, Md. Rafid Haque et al.
The spatial and temporal distribution of heavy metals in water, sediment and fish (dry weight basis) of Buriganga River, Bangladesh were determined by atomic absorption spectrophotometer. In water concentration of Pb, Cd, Ni, Cu and Cr varied seasonally and spatially from 58.17 to 72.45 μg/L, 7.08 t...
Md. Monirul Islam, Susannah M. Sallu, Klaus Hubacek, Jouni Paavola
Globally, fisheries support livelihoods of over half a billion people who are exposed to multiple climatic stresses and shocks that affect their capacity to subsist. Yet, only limited research exists on the vulnerability of fishery-based livelihood systems to climate change. We assess the vulnerabil...
Mahfuzur Rahman, Chen Ningsheng, Md Monirul Islam, Ashraf Dewan et al.
Md. Kawser Ahmed, Mohammad Abdul Baki, Goutam Kumar Kundu, Md. Saiful Islam et al.
Heavy metals are known to cause deleterious effects on human health through food chain. Human health risks were evaluated from consumption of heavy metal contaminated fish from Buriganga River in Bangladesh. Whole body of five fish species (Puntius ticto, Puntius sophore, Puntius chola, Labeo rohita...
Md. Monirul Islam, Muhammad Irfan, Muhammad Shahbaz, Xuan Vinh Vo
Md. Monirul Islam, Muhammad Kamran Khan, Mohammad Tareque, Noor Jehan et al.
Bangladesh's recent doorway to the spectacular growth trajectory is largely associated with the shared contributions of globalization, FDI, trade, economic growth, urbanization, energy consumption, innovation, and institutional quality that affect its natural environment. Earlier studies hardly inco...
Md. Monirul Kabir, Md. Monirul Islam, Kazuyuki Murase
This paper presents a new feature selection (FS) algorithm based on the wrapper approach using neural networks (NNs). The vital aspect of this algorithm is the automatic determination of NN architectures during the FS process. Our algorithm uses a constructive approach involving correlation informat...
Md. Khairul Alam, Md. Monirul Islam, Nazmus Salahin, Mirza Hasanuzzaman
This study was conducted to know cropping cycles required to improve OM status in soil and to investigate the effects of medium-term tillage practices on soil properties and crop yields in Grey Terrace soil of Bangladesh under wheat-mungbean-T. aman cropping system. Four different tillage practices,...
Ashraf Dewan, Md Monirul Islam, T. Kumamoto, M. Nishigaki
Md. Monirul Islam, Kimiteru Sado
Abstract Flood hazard maps were developed using remote sensing (RS) data for the historical event of the 1988 flood with data of elevation height, and geological and physiographic divisions. Flood damage depends on the hydraulic factors which include characteristics of the flood such as the depth of...
Mahfuzur Rahman, Chen Ningsheng, Golam Iftekhar Mahmud, Md. Monirul Islam et al.
Bangladesh experiences frequent hydro-climatic disasters such as flooding. These disasters are believed to be associated with land use changes and climate variability. However, identifying the factors that lead to flooding is challenging. This study mapped flood susceptibility in the northeast regio...
Md Nazirul Islam Sarker, Min Wu, Qian Cao, G. M. Monirul Alam et al.
Technological integration in learning and education is an inevitable part of the ever-changing technological world. Leveraging technology is an essential part of every learning mode. While digital technology is increasing common in schools and classrooms, finding ways to improve its impact on studen...
Md. Monirul Islam, Susannah M. Sallu, Klaus Hubacek, Jouni Paavola
Limits and barriers to adaptation restrict people’s ability to address the negative impacts of climate change or manage risks in a way that maximises their wellbeing. There is a lack of evidence of this on small-scale fishing communities in developing countries. This study identifies and characteris...