Publications
Our research contributions and scientific publications
Showing 46 publication
Medicinal plant classification using particle swarm optimized cascaded network
Md Tarequl Islam, Wahidur Rahman, Md Shakhawat Hossain, Kaniz Roksana, Irma Domínguez Azpíroz, Raquel Martínez Diaz, Imran Ashraf, Md Abdus Samad
IEEE Access , Vol. 12 , pp. 42465-42478
Medicinal plants are essential to healthcare since ancient times and are integral to developing drugs and other medical treatments. More than 25% of medicines …
IoT-Based Solar Automated Irrigation System
Md Jarif Hossain Khan, Jannat Un Nayeem Iqra, Md Ahnaf Rashid, Noman E Jawad, Md Shakhawat Hossain, Mohammad Rejwan Uddin, Mahady Hasan
Automatic irrigation systems have recently gained popularity due to their effectiveness and simplicity in watering plants. Despite advances made in this area, there is …
A Solar-Based Comprehensive Agriculture System Featuring Smart Irrigation, Weat…
Fariza Rahman, Jihan Islam, Fabiha Rahman, Md Shakhawat Hossain, Mohammad Rejwan Uddin, Mahady Hasan
The growing global need for food and the need for sustainable agricultural practices has spurred the development of innovative crop yield, water conservation, and …
Residual Tumor Cellularity Assessment of Breast Cancer after Neoadjuvant Therap…
Md Shakhawat Hossain, Md Sahilur Rahman, Munim Ahmed, Nazia Alfaz, Sirajum Munira Shifat, MM Mahbubul Syeed, Mohammad Anowar Hussen, Mohammad Faisal …
IEEE Access , Vol. 12 , pp. 86083 - 86095
Residual tumor cellularity (RTC) is assessed routinely after neoadjuvant therapy (NAT) for Breast Cancer (BC) patients to determine the effectiveness of therapy and plan …
IoT-Based Smart Energy Monitoring and Energy Demand Response System
Muzahidul Islam, Nohori Jobaida, Md Shakhawat Hossain, Mohammad Rejwan Uddin, Mahady Hasan
Electricity usage has increased, resulting in substantial reliance on it, necessitating the monitoring and evaluation of electrical infrastructure in residential and commercial structures. This …
Development of a Scalable Industrial Process Monitoring Sensor System for Large…
Samiul Hoque, Imtiaz Ahmmed, Asif Jobair, Md Shakhawat Hossain, Mohammad Rejwan Uddin, Mahady Hasan
This research paper presents the design process and implementation of a large-scale industrial Process Monitoring Sensor System for large-scale IoT deployments. With the rising …
Machine Learning-Assisted Interference Management in the 6G UAV Networks with S…
Md. Sakir Hossain, Md. Imran Ahmed, Rayhan Khan Ridoy, Mirza Hasibul Hasan, Md. Shakhawat Hossain
Sixth-generation (6G) wireless networks are envisioned to be ubiquitous. To ensure ubiquity and seamless connectivity, networks with unmanned aerial vehicles (UAVs) are envisioned as …
An Interpretable Hybrid CNN-SVM Model for Predicting Stress Among University St…
Ashifur Rahman, MM Mahbubul Syeed, Kaniz Fatema, Razib Hayat Khan, Md Shakhawat Hossain, Mohammad Faisal Uddin
Stress among university students can be defined as a state of mental tension caused by difficult academic endeavours. Nonetheless, stress at the tertiary (i.e., …
Predicting Depression Among University Students: a Comparative Assessment of ML…
Jahid Hasan Rony, MM Mahbubul Syeed, Razib Hayat Khan, Kaniz Fatema, Md Shakhawat Hossain, Mohammad Faisal Uddin
Depression among university students is a critical mental health issue that significantly impacts their academic performance, social interactions, and overall well-being. This study investigates …
AqUavplant Dataset: A High-Resolution Aquatic Plant Classification and Segmenta…
Md Abrar Istiak, Razib Hayat Khan, Jahid Hasan Rony, MM Mahbubul Syeed, M Ashrafuzzaman, Md Rajaul Karim, Md Shakhawat Hossain, Mohammad Faisal Uddin
Scientific Data (Nature) , Vol. 11 (1)
Aquatic vegetation species are declining gradually, posing a threat to the stability of aquatic ecosystems. The decline can be controlled with proper monitoring and …
Environmental Monitoring System for Renewable Energy Installations
Mohammad Rejwan Uddin, Mohsina Tabassum, Md Shad Ashfaque Hossain, Md Shakhawat Hossain, Mahady Hasan
Renewable energy installations have significant potential. Nonetheless, the effectiveness of their functioning is contingent upon the dynamic nature of the environment within which they …
Evaluation of the Design, Fabrication, and Operation of a Vertical Axis Wind Tu…
Mohammad Rejwan Uddin, Wanas Uddin Ahmed, Mehadi Hassan Khan, Md Shakhawat Hossain, Mahady Hasan
Wind is one of the most potential renewable energy sources in Bangladesh. Due to modest wind speed and direction changes, designing an effective wind …
Medicinal plant classification using particle swarm optimized cascaded network
Md Tarequl Islam, Wahidur Rahman, Md Shakhawat Hossain, Kaniz Roksana, Irma Domínguez Azpíroz, Raquel Martínez Diaz, Imran Ashraf, Md Abdus Samad
IEEE Access , Vol. 12 , pp. 42465-42478
Medicinal plants are essential to healthcare since ancient times and are integral to developing drugs and other medical treatments. More than 25% of medicines in developed countries are produced from medicinal plants, while in developing countries, approximately 80% of …
IoT-Based Solar Automated Irrigation System
Md Jarif Hossain Khan, Jannat Un Nayeem Iqra, Md Ahnaf Rashid, Noman E Jawad, Md Shakhawat Hossain, Mohammad Rejwan Uddin, Mahady Hasan
Automatic irrigation systems have recently gained popularity due to their effectiveness and simplicity in watering plants. Despite advances made in this area, there is still room for development. This research study will look at the most recent improvements in …
A Solar-Based Comprehensive Agriculture System Featuring Smart Irrigation, Weather Station, and Disease Detection
Fariza Rahman, Jihan Islam, Fabiha Rahman, Md Shakhawat Hossain, Mohammad Rejwan Uddin, Mahady Hasan
The growing global need for food and the need for sustainable agricultural practices has spurred the development of innovative crop yield, water conservation, and disease mitigation solutions. A solar-based agriculture system with smart irrigation, weather stations, and disease detection …
Residual Tumor Cellularity Assessment of Breast Cancer after Neoadjuvant Therapy using Image Transformer
Md Shakhawat Hossain, Md Sahilur Rahman, Munim Ahmed, Nazia Alfaz, Sirajum Munira Shifat, MM Mahbubul Syeed, Mohammad Anowar Hussen, Mohammad Faisal Uddin
IEEE Access , Vol. 12 , pp. 86083 - 86095
Residual tumor cellularity (RTC) is assessed routinely after neoadjuvant therapy (NAT) for Breast Cancer (BC) patients to determine the effectiveness of therapy and plan the treatment. RTC is also considered a prognostic biomarker associated with metastatic recurrence and survival …
IoT-Based Smart Energy Monitoring and Energy Demand Response System
Muzahidul Islam, Nohori Jobaida, Md Shakhawat Hossain, Mohammad Rejwan Uddin, Mahady Hasan
Electricity usage has increased, resulting in substantial reliance on it, necessitating the monitoring and evaluation of electrical infrastructure in residential and commercial structures. This study focuses on the residential sector, where customers waste a significant amount of power, roughly. …
Development of a Scalable Industrial Process Monitoring Sensor System for Large-Scale IoT Networks using MQTT and Time Series Database
Samiul Hoque, Imtiaz Ahmmed, Asif Jobair, Md Shakhawat Hossain, Mohammad Rejwan Uddin, Mahady Hasan
This research paper presents the design process and implementation of a large-scale industrial Process Monitoring Sensor System for large-scale IoT deployments. With the rising popularity of IoT devices, a major concern is the ease of use and integration of …
Machine Learning-Assisted Interference Management in the 6G UAV Networks with Soft Frequency Reuse
Md. Sakir Hossain, Md. Imran Ahmed, Rayhan Khan Ridoy, Mirza Hasibul Hasan, Md. Shakhawat Hossain
Sixth-generation (6G) wireless networks are envisioned to be ubiquitous. To ensure ubiquity and seamless connectivity, networks with unmanned aerial vehicles (UAVs) are envisioned as a potential solution. However, many challenges are still ahead to make such networks practically feasible. …
An Interpretable Hybrid CNN-SVM Model for Predicting Stress Among University Students
Ashifur Rahman, MM Mahbubul Syeed, Kaniz Fatema, Razib Hayat Khan, Md Shakhawat Hossain, Mohammad Faisal Uddin
Stress among university students can be defined as a state of mental tension caused by difficult academic endeavours. Nonetheless, stress at the tertiary (i.e., University) level has been the subject of much research as accurately predicting mental stress is …
Predicting Depression Among University Students: a Comparative Assessment of ML & DL models using XAI
Jahid Hasan Rony, MM Mahbubul Syeed, Razib Hayat Khan, Kaniz Fatema, Md Shakhawat Hossain, Mohammad Faisal Uddin
Depression among university students is a critical mental health issue that significantly impacts their academic performance, social interactions, and overall well-being. This study investigates the efficacy of machine learning (ML) and deep learning (DL) models in measuring depression, a …
AqUavplant Dataset: A High-Resolution Aquatic Plant Classification and Segmentation Image Dataset Using UAV
Md Abrar Istiak, Razib Hayat Khan, Jahid Hasan Rony, MM Mahbubul Syeed, M Ashrafuzzaman, Md Rajaul Karim, Md Shakhawat Hossain, Mohammad Faisal Uddin
Scientific Data (Nature) , Vol. 11 (1)
Aquatic vegetation species are declining gradually, posing a threat to the stability of aquatic ecosystems. The decline can be controlled with proper monitoring and mapping of the species for effective conservation and management. The Unmanned Ariel Vehicle (UAV) aka …
Environmental Monitoring System for Renewable Energy Installations
Mohammad Rejwan Uddin, Mohsina Tabassum, Md Shad Ashfaque Hossain, Md Shakhawat Hossain, Mahady Hasan
Renewable energy installations have significant potential. Nonetheless, the effectiveness of their functioning is contingent upon the dynamic nature of the environment within which they function. To address this difficulty, we propose an innovative solution: the Internet of Things (IoT) …
Evaluation of the Design, Fabrication, and Operation of a Vertical Axis Wind Turbine (VAWT) Utilizing a Suggested Grid-Tie Topology Suitable for the Coastal Area of Bangladesh
Mohammad Rejwan Uddin, Wanas Uddin Ahmed, Mehadi Hassan Khan, Md Shakhawat Hossain, Mahady Hasan
Wind is one of the most potential renewable energy sources in Bangladesh. Due to modest wind speed and direction changes, designing an effective wind power-producing system in this region is difficult. The goal of designing the vertical Axis Wind …