Shamim Al Mamun

ORCID: 0000-0002-2017-7087
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About
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Research Areas
  • Heavy metals in environment
  • IoT and Edge/Fog Computing
  • Water Quality and Pollution Assessment
  • Gaze Tracking and Assistive Technology
  • Video Surveillance and Tracking Methods
  • Face recognition and analysis
  • Natural Language Processing Techniques
  • Context-Aware Activity Recognition Systems
  • Educational Technology and Assessment
  • COVID-19 diagnosis using AI
  • Indoor and Outdoor Localization Technologies
  • Soil and Land Suitability Analysis
  • Cooperative Communication and Network Coding
  • Artificial Intelligence in Healthcare
  • Algorithms and Data Compression
  • Advanced MIMO Systems Optimization
  • Advanced Malware Detection Techniques
  • Semantic Web and Ontologies
  • Heavy Metal Exposure and Toxicity
  • Smart Parking Systems Research
  • Machine Learning in Healthcare
  • Face and Expression Recognition
  • Autism Spectrum Disorder Research
  • Cloud Computing and Resource Management
  • Wireless Networks and Protocols

University of South-Eastern Norway
2025

Jahangirnagar University
2013-2024

University of Canterbury
2024

Mawlana Bhashani Science and Technology University
2012-2024

International Centre for Diarrhoeal Disease Research
2024

Lincoln University
2015-2023

Lovely Professional University
2022

Indra (Spain)
2021

Khairun University
2020

Oklahoma State University
2019

The recent outbreak of the novel Coronavirus Disease (COVID-19) has given rise to diverse health issues due its high transmission rate and limited treatment options. Almost whole world, at some point time, was placed in lock-down an attempt stop spread virus, with resulting psychological economic sequela. As countries start ease measures reopen industries, ensuring a healthy workplace for employees become imperative. Thus, this paper presents mobile app-based intelligent portable healthcare...

10.1109/access.2021.3050193 article EN cc-by IEEE Access 2021-01-01

Healthcare system can be enhanced vastly with the use of modern information technology. Still now in underdeveloped and developing countries, traditional paper based is being used healthcare. Although very few organizations computer system, they could not establish a ubiquitous network among patients, physicians government. Cloud computing emerging technology which to develop heterogeneous improve system. In this article, three tier cloud application "eHealth Cloud" has been developed will...

10.1109/iccitechn.2014.7073139 article EN 2014-12-01

Machine learning-driven recommendation systems are widely used in today's growing digital world. Existing movie and book recommender work using a collaborative approach, which can result lack of fresh diverse content reduced surprise factor. There is also no platform providing recommendations across different contents, such as for books from movies vice versa. In this paper, our main goal to introduce cross-content system based on the descriptions identifying similarities natural language...

10.1109/aict52784.2021.9620432 article EN 2021-10-13

A mortality prediction model can be a great tool to assist physicians in decision making the intensive care unit (ICU) order ensure optimal allocation of ICU resources according patient’s health conditions. The entire world witnessed severe patient capacity crisis few years ago during COVID-19 pandemic. Various widely utilized machine learning (ML) models this research field provide poor performance due lack proper feature selection. Despite fact that nature-based algorithms other sectors...

10.3390/app13106138 article EN cc-by Applied Sciences 2023-05-17

Rooftop cultivation of vegetables is considered as a potential food source for urban population. However, rooftop products in the area can be contaminated by different types pollutants like toxic metals and polycyclic aromatic hydrocarbons (PAHs). The present study first that investigated concentrations PAHs soils grown peri-urban areas Bangladesh. Red amaranth Spinach were selected cultivation, both soil vegetable samples collected analyzed determining cadmium (Cd), copper (Cu), lead (Pb),...

10.1080/15569543.2020.1767650 article EN Toxin Reviews 2020-05-25

<title>Abstract</title> This research paper develops a co-optimization framework using dynamic programming to optimize MESS by integrating sector coupling between the transportation and electricity networks. To capture market uncertainties, incorporates traffic-aware, terrain-sensitive routing, empirical battery degradation models, LMP. The enhances performance across various scenarios co-optimizing travel routes, traffic constraints, degradation, charging costs. Comparative analyses...

10.21203/rs.3.rs-6058038/v1 preprint EN cc-by Research Square (Research Square) 2025-02-20

The changing dynamics of river ecosystems from aquatic to terrestrial in the Southwestern areas Bangladesh have been widely observed recent years. Nevertheless, there has no consensus on whether changes are caused by human activities or natural processes. For a better understanding cause, this study was conducted based field survey through pre-tested structured questionnaire measuring water quality. quality assessed know how much existing affecting its ecosystem not. People's perception also...

10.1016/j.wsee.2023.05.001 article EN cc-by-nc-nd Watershed Ecology and the Environment 2023-01-01

Farmers of Bangladesh generally practice subsistence farming where they need to produce a continuous, reliable and balanced supply foods, as well cash for basic needs recurrent farm expenditure. Therefore, there is develop suitable integrated systems such farmers since single crop production enterprises are subject high degree risk uncertainty because seasonal, irregular uncertain income employment the farmers. Integrated Farming System (IFS) can eradicate all these constraints by not only...

10.3329/jesnr.v4i2.10161 article EN Journal of Environmental Science and Natural Resources 2012-03-22

Software testing is one of the most important parts software development lifecycle. Among various types approaches structural widely used. Structural can be improved largely by traversing all possible code paths software. Genetic algorithm used search technique to automate path and test case generation. Recently, different novel based optimization techniques such as Ant Colony Optimization (ACO), Artificial Bee (ABC), Immune System (AIS), Particle Swarm (PSO) have been applied generate...

10.1109/iceeict.2015.7307500 article EN 2015-05-01

Heavy metal concentrations in water and fish of the Shitalakhya river was measured to find out suitability its for drinking irrigation purposes. The Pb, Cu, Cr, Zn, Cd Hg were 0.0065; 0.0240; 0.0069; 0.8170; 0.0044; 0.0057 mg/L, respectively pre-monsoon, 0.0029; 0.0151; 0.0019; 0.4270; 0.0015; 0.0020 monsoon, 0.0040; 0.0212; 0.0039; 0.6520; 0.0031 post-monsoon season. heavy found higher pre-monsoon followed by monsoon. results also depicted that over three seasons pollution index evaluation...

10.17509/ijost.v5i3.25007 article EN Indonesian Journal of Science and Technology 2020-12-01
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