K. M. Jawadur Rahman, Faisal Ahmed, Nazma Akhter, Mohammad Al Hasan et al.
Federated Learning (FL) is a new technology that has been a hot research topic. It enables training an algorithm across multiple decentralized edge devices or servers holding local data samples, without exchanging them. There are many application domains where large amounts of properly labeled and c...
Md. Rayhan Ahmed, A.K.M. Muzahidul Islam, Swakkhar Shatabda, Salekul Islam
Identity Management System (IDMS) refers to how users or individuals are identified and authorized to use organizational systems and services. Since traditional identity management and authentication systems rely heavily on a trusted central authority, they cannot mitigate the effects of single poin...
Nabila Sabrin Sworna, A.K.M. Muzahidul Islam, Swakkhar Shatabda, Salekul Islam
The impact of IoT-ML in the healthcare sector is very significant and it has helped us to change our view at the traditional treatment methods. In IoT-ML–based healthcare applications, the sensing layer is responsible for collecting information from humans and transferring it to the storage layer th...
Asim Zeb, A. K. M. Muzahidul Islam, Mahdi Zareei, Ishtiak Al Mamoon et al.
Research on wireless sensor network (WSN) has increased tremendously throughout the years. In WSN, sensor nodes are deployed to operate autonomously in remote environments. Depending on the network orientation, WSN can be of two types: flat network and hierarchical or cluster-based network. Various ...
Md. Imam Hossain, Nur E. Alam, Sumaiya Akter, Umme Suriea et al.
BACKGROUND: Dengue, the mosquito borne disease has become a growing public health threat in Bangladesh due to its gradual increasing morbidity and mortality since 2000. In 2019, the country witnessed the worst ever dengue outbreak. The present study was conducted to characterize the socio-economic f...
Mahdi Zareei, A. K. M. Muzahidul Islam, Cesar Vargas‐Rosales, Nafees Mansoor et al.
Rakesh Kumar Das, Md Nahidul Islam, Md. Rayhan Ahmed, Salekul Islam et al.
The speech emotion recognition system determines a speaker's emotional state by analyzing his/her speech audio signal. It is an essential at the same time a challenging task in human-computer interaction systems and is one of the most demanding areas of research using artificial intelligence and dee...
Md. Abul Hashem, A. K.M. Muzahidul Islam, S. A. Mohsin, Md. Shahruk Nur‐A‐Tomal
Mohammad Akter Hossain, A.K.M. Muzahidul Islam, Salekul Islam, Swakkhar Shatabda et al.
Leukemia is not only fatal in nature, it is also extremely expensive to treat. However, leukemia detection at early stage can save lives and money of the affected people, specially children among whom leukemia as a cancer type is very common. In this paper, we propose an explainable supervised machi...
Nafees Mansoor, A. K. M. Muzahidul Islam, Mahdi Zareei, Cesar Vargas‐Rosales
This paper proposes a spectRum Aware cRoss-layEr (RARE) medium access control protocol for cognitive radio ad-hoc networks. The RARE protocol initially splits the network into clusters, where cluster formation is defined as maximum edge biclique problem. Besides, in order to maintain the integrity o...
M. R. Alam, Sowmitra Saha, Md. Bayejed Bostami, Saiful Islam et al.
In developing countries around the globe, the number of vehicle users has exceeded the optimum threshold and is increasing rapidly due to speedy economic growth. Consequently, roads are getting more congested in the cities. This has resulted in increased difficulties in meeting the minimum parking d...
Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Swakkhar Shatabda et al.
Accurate segmentation of the region of interest in medical images can provide an essential pathway for devising effective treatment plans for life-threatening diseases. It is still challenging for U-Net, and its modern state-of-the-art variants to effectively model the higher-level output feature ma...
Mahdi Zareei, A. K. M. Muzahidul Islam, Sabariah Baharun, Cesar Vargas‐Rosales et al.
New wireless network paradigms will demand higher spectrum use and availability to cope with emerging data-hungry devices. Traditional static spectrum allocation policies cause spectrum scarcity, and new paradigms such as Cognitive Radio (CR) and new protocols and techniques need to be developed in ...
Muhammad Sakib Khan Inan, Nabila Sabrin Sworna, A.K.M. Muzahidul Islam, Salekul Islam et al.
Al Mohimanul Islam, Fatiha Binta Masud, Md. Rayhan Ahmed, A. Jafar et al.
Wildland fires, a natural calamity, pose a significant threat to both human lives and the environment while causing extensive economic damage. As the use of Unmanned Aerial Vehicles (UAVs) with computer vision in disaster management continues to grow, there is a rising need for effective wildfire cl...