Kazi Md. Rokibul Alam, Nazmul Siddique, Hojjat Adeli
This paper presents a novel dynamic ensemble learning (DEL) algorithm for designing ensemble of neural networks (NNs). DEL algorithm determines the size of ensemble, the number of individual NNs employing a constructive strategy, the number of hidden nodes of individual NNs employing a constructive–...
M. A. H. Akhand, Shuvendu Roy, Nazmul Siddique, Md Abdus Samad Kamal et al.
Human facial emotion recognition (FER) has attracted the attention of the research community for its promising applications. Mapping different facial expressions to the respective emotional states are the main task in FER. The classical FER consists of two major steps: feature extraction and emotion...
M. A. H. Akhand, Safial Islam Ayon, Shaikh Akib Shahriyar, Nazmul Siddique et al.
Meta-heuristic algorithms inspired by biological species have become very popular in recent years. Collective intelligence of various social insects such as ants, bees, wasps, termites, birds, fish, has been investigated to develop a number of meta-heuristic algorithms in the general domain of swarm...
M. Shaminur Rahman, M. Nazmul Hoque, M. Rafiul Islam, Salma Akter et al.
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the etiologic agent of the ongoing pandemic of coronavirus disease 2019 (COVID-19), a public health emergency of international concerns declared by the World Health Organization (WHO). An immuno-informatics approach along with comparati...
Sk Imran Hossain, M. A. H. Akhand, M. I. R. Shuvo, Nazmul Siddique et al.
The University Course Scheduling Problem (UCSP) is a highly constrained real-world combinatorial optimization task. Solving UCSP means creating an optimal course schedule by assigning courses to specific rooms, instructors, students, and timeslots by taking into account the given constraints. Severa...
Sunanda Das, Md. Samir Imtiaz, Nieb Hasan Neom, Nazmul Siddique et al.
Sign language is the comprehensive medium of mass communication for hearing and speaking impaired individuals. As they cannot speak or hear, they are not able to use sound or vocal signals as an information medium for their communication. Rather, they are bound to exchange visual signals to express ...
Suaad Nasrin, Mohammad Nazmul Islam, Mohammed Abu Tayab, Shamima Nasrin et al.
Anisomeles indica (L.) Kuntze is an ethnomedicinally important plant that has long been used in traditional medicine to treat a variety of ailments, including dyspepsia, abdominal pain, colic, allergies, inflammation, and rheumatic arthritis. However, the scientific framework underlying these medici...
Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul Siddique, Iqbal H. Sarker
In recent years, the amount of digital text contents or documents in the Bengali language has increased enormously on online platforms due to the effortless access of the Internet via electronic gadgets. As a result, an enormous amount of unstructured data is created that demands much time and effor...
Md. Rajib Hossain, Sadia Afroze, Nazmul Siddique, Mohammed Moshiul Hoque
Eye cataract is a condition in which the lens of the eye becomes clouding or less transparent. This affects the clear vision and is the most prevailing causes of blindness. Therefore, early cataract detection and prevention may reduce the blindness rate and surgery pain of the patients. This paper p...
Abu Eabrahim Siddique, Mizanur Rahman, Md. Imam Hossain, Yeasir Karim et al.
Widespread contamination of arsenic (As) has become a global public health concern. Exposure to As causes respiratory complications. Asthma, a major respiratory complication, is increasing worldwide. However, the effect of chronic As exposure on the risk of asthma remains to be clarified. This study...
M. Shaminur Rahman, M. Nazmul Hoque, Joynob Akter Puspo, M. Rafiul Islam et al.
Abstract The microbiome of the anaerobic digester (AD) regulates the level of energy production. To assess the microbiome diversity and composition in different stages of anaerobic digestion, we collected 16 samples from the AD of cow dung (CD) origin. The samples were categorized into four groups (...
Md. Ahosanul Haque Shahid, K. H. M. Nazmul Hussain Nazir, Mohamed E. El Zowalaty, Ajran Kabir et al.
Staphylococcus aureus is a well-known foodborne pathogen. The aim of this study was to investigate the presence of S. aureus isolated from serving utensils in food processing environments in Mymensingh city, Bangladesh and to determine their antibiogram and resistance determinants. A total of 120 en...
Sunanda Das, Awal Ahmed Fime, Nazmul Siddique, M. M. A. Hashem
Road boundary estimation is an essential task for autonomous vehicles and intelligent driving assistants. It is considerably straightforward to attain the task when roads are marked properly with indicators. However, estimating road boundary reliably without prior knowledge of the road, such as road...
S M Abdullah, Salina Siddiqua, Muhammad Shahadat Hossain Siddiquee, Nazmul Hossain
Background: Modeling exchange rate volatility has remained crucially important because of its diverse implications. This study aimed to address the issue of error distribution assumption in modeling and forecasting exchange rate volatility between the Bangladeshi taka (BDT) and the US dollar ($). Me...
Md. Nazmul Hasan, Md. Abu Bakar Siddique, A.H.M. Selim Reza, Rahat Khan et al.