Mohammad Mehedi Hassan, Md. Golam Rabiul Alam, Md. Zia Uddin, Shamsul Huda et al.
Recently, deep learning methodologies have become popular to analyse physiological signals in multiple modalities via hierarchical architectures for human emotion recognition. In most of the state-of-the-arts of human emotion recognition, deep learning for emotion classification was used. However, d...
Md Nazmul Islam, Mehedi Hasan, Md Kabir Hossain, Md. Golam Rabiul Alam et al.
Renal failure, a public health concern, and the scarcity of nephrologists around the globe have necessitated the development of an AI-based system to auto-diagnose kidney diseases. This research deals with the three major renal diseases categories: kidney stones, cysts, and tumors, and gathered and ...
M. Tauhid Ur Rahman, Faheemah Tabassum, Md Rasheduzzaman, Humayra Saba et al.
Change analysis of land use and land cover (LULC) is a technique to study the environmental degradation and to control the unplanned development. Analysis of the past changing trend of LULC along with modeling future LULC provides a combined opportunity to evaluate and guide the present and future l...
Mst. Alema Khatun, Mohammad Abu Yousuf, Sabbir Ahmed, Md. Zia Uddin et al.
Human Activity Recognition (HAR) systems are devised for continuously observing human behavior - primarily in the fields of environmental compatibility, sports injury detection, senior care, rehabilitation, entertainment, and the surveillance in intelligent home settings. Inertial sensors, e.g., acc...
Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Md. Zia Uddin, Ahmad Almogren et al.
Computation offloading is a protuberant elucidation for the resource-constrained mobile devices to accomplish the process demands high computation capability. The mobile cloud is the well-known existing offloading platform, which usually far-end network solution, to leverage computation of the resou...
Emroz Khan, Forsad Al Hossain, Shiekh Zia Uddin, Samiul Alam et al.
GOAL: Although photoplethysmographic (PPG) signals can monitor heart rate (HR) quite conveniently in hospital environments, trying to incorporate them during fitness programs poses a great challenge, since in these cases, the signals are heavily corrupted by motion artifacts. METHODS: In this paper,...
Swapan Talukdar, Kutub Uddin Eibek, Shumona Akhter, Sk Ziaul et al.
Land-use and land-cover (LULC) changes have become a crucial issue that urgently needs to be addressed due to global environmental change. Many studies have employed remote sensing data for assessing LULC changes, however, the investigation of fragmentation probability modeling is still scarce in th...
M. Ziaul Amin, Tahera Islam, Md. Rasel Uddin, Mohammad Jashim Uddin et al.
) are cultivated and widely used as food sources in Bangladesh. The aim of this study is to compare nutrient contents in different parts of two varieties of pumpkin. The nutritional compositions were analyzed by standard methods. Fatty acids and amino acids were analyzed by GC/MS and amino acid anal...
Md. Farhad Hossain, Ayman Uddin Mahin, Topojit Debnath, Farjana Binte Mosharrof et al.
Traditional architectures of cellular networks are facing tremendous challenges due to unprecedented increase in mobile data traffic, limited spectrum availability and high power consumption. In light of this, industries as well as research communities are in constant search for fundamental breakthro...
Ahmed Rakib, Arkajyoti Paul, Md. Nazim Uddin Chy, Saad Ahmed Sami et al.
A pandemic caused by the novel coronavirus (SARS-CoV-2 or COVID-19) began in December 2019 in Wuhan, China, and the number of newly reported cases continues to increase. More than 19.7 million cases have been reported globally and about 728,000 have died as of this writing (10 August 2020). Recently...
Mohammed Tarek Uddin, Aziz Hasan Mahmood, Md. Rubayet Ibna Kamal, S. M. Yashin et al.
Abu Reza Md. Towfiqul Islam, Swapan Talukdar, Susanta Mahato, Sk Ziaul et al.
Wetland risk assessment is a global concern especially in developing countries like Bangladesh. The present study explored the spatiotemporal dynamics of wetlands, prediction of wetland risk assessment. The wetland risk assessment was predicted based on ten selected parameters, such as fragmentation...
Talha Bin Emran, Md. Atiar Rahman, Mir Muhammad Nasir Uddin, Md. Mominur Rahman et al.
BACKGROUND: The increasingly high incidence of ischemic stroke caused by thrombosis of the arterial vessels is one of the major factors that threaten people's health and lives in the world. The present treatments for thrombosis are still unsatisfactory. Herbal preparations have been used since ancie...
M. Ziaul Amin, Tehera Islam, Farhana Mostofa, Mohammad Jashim Uddin et al.
The hybrid variety of Cucurbita maxima is commercially available and frequently used as food in Bangladesh compared to the native variety. Although the seeds of Cucurbita maxima have nutritional and therapeutic values, people in Bangladesh typically throw them away as waste. If we can explore their ...
Md. Sakib Khan, Nishat Salsabil, Md. Golam Rabiul Alam, M. Ali Akber Dewan et al.
Recognizing emotional state of human using brain signal is an active research domain with several open challenges. In this research, we propose a signal spectrogram image based CNN-XGBoost fusion method for recognising three dimensions of emotion, namely arousal (calm or excitement), valence (positi...