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Browsing Articles by Author "Rahman, Mostafijur"

Browsing Articles by Author "Rahman, Mostafijur"

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  • Analyzing the Quality of Water and Predicting the Suitability for Fish Farming Based on IOT in the Context of Bangladesh 
    Ahmed, Marzia; Rahaman, Md. Obaidur; Rahman, Mostafijur; Kashem, Mohammod Abul (2019 International Conference on Sustainable Technologies for Industry 4.0 (STI), IEEE, 2019-12)
    Nearly 5.3% of the national income of Bangladesh comes from fish. Fishes are the significant natural essentials that help to grow national income, nutrition, reduce the unemployment problem of a country and also earn foreign ...
  • An Approach to Building Energy Clusters Using Particle Swarm Optimization Algorithm for Allocating the Tasks in Computational Grid 
    Rahman, Mostafijur (Scopus, 2019)
    The proper mapping in case of allocation of available tasks among particles is a challenging job to accomplish. It requires proper procedural approach and effectual algorithm or strategy. The deterministic polynomial time ...
  • A Comparative Analysis of Four Classification Algorithms for University Students Performance Detection 
    Das, Dipta; Shakir, Asif Khan; Rabbani, Md. Shah Golam; Rahman, Mostafijur; Shaharum, Syamimi Mardiah; Khatun, Sabira; Fadilah, Norasyikin Binti; Qaiduzzaman, Khandker M.; Islam, Md. Shariful; Arman, Md. Shohel (Lecture Notes in Electrical Engineering, Springer, 2020-03-24)
    The student’s performance plays an important role in producing the best quality graduate who will responsible for the country’s economic growth and social development. The labor market also concerns with student’s performance ...
  • A Dynamic K-means clustering for Data Mining 
    Hossain, Md. Zakir; Akhtar, Md.Nasim; Ahmad, R.B.; Rahman, Mostafijur (Scopus, 2020)
    Data mining is the process of finding structure of data from large data sets. With this process, the decision makers can make a particular decision for further development of the real-world problems. Several data clustering ...
  • Efficient Anti-kidnapping and Anti-harassment (Avoidance-detection-notification) Mobile Application for Unwanted Incidents 
    Hossain, Md. Elias; Rahman, Mostafijur; Hassan, Md. Maruf (2019 IEEE Student Conference on Research and Development, 2019)
    Kidnapping and harassment is not only a global issue but also a historic issue in Bangladesh. In between the years of 2010 and 2018, the total number of kidnapping events were found, 6708 (Avg. 745.33 events per year) in ...
  • An Improved Optimization Algorithm-Based Prediction Approach for the Weekly Trend of COVID-19 Considering the Total Vaccination in Malaysia 
    Ahmed, Marzia; Sulaiman, Mohd Herwan; Mohamad, Ahmad Johari; Rahman, Mostafijur (Springer, 2023-05-28)
    SARS-CoV-2 is a multi-organ disease characterized by a wide range of symptoms, which also causes the severe acute respiratory syndrome. When it initially began, it rapidly spread from its origin to adjacent nations, infecting ...
  • Machine Learning Approach for Software Defect Prediction 
    Hossen, Md Anwar; Islam, Md. Shariful; Yusof, Nurhafizah Abu Talip; Rahman, Md. Sakib; Siddika, Fatema; Rahman, Mostafijur; Khatun, Sabira; Karim, Mohamad Shaiful Abdul; Mahmud, S. M. Hasan (Lecture Notes in Electrical Engineering, Springer, 2020-03-24)
    The software has turn into an imperious part of human’s life. In the recent computing era, many large-scale complex network systems and millions of modern technological devices produce a huge amount of data every second. ...
  • A Meta Heuristic Search based T-way Event Driven Input Sequence Test Case Generator 
    Rahman, Mostafijur; Othman, Rozmie Razif; Ahmad, R Badlishah; Rahman, Md. Mijanur (United Kingdom Simulation Society, 2014)
    Exhaustive testing for event driven sequence input interaction is costly and not always practicable for all types of software testing. So, an alternative technique is crucial where optimum/near optimum test case generation ...
  • A Mutation Triggering Method for Genetic Algorithm to Solve Traveling Salesman Problem 
    Qaiduzzaman, Khandker M.; Khatun, Sabira; Afsa, Maliha; Sobhan, Sadman; Hossain, Md. Elias; Shaharum, Syamimi Mardiah; Rahman, Mostafijur (Springer, 2020-07-09)
    This chapter reveals the effect of combining mutation operators in Genetic Algorithm. Though mutation is a very effective genetic operator to escape the local optima, it has an adverse effect on computation time. It is ...
  • A Noble Approach to Develop Dynamically Scalable Namenode in Hadoop Distributed File System Using Secondary Storage 
    Shaha, Tumpa Rani; Akhtar, Md. Nasim; Johora, Fatema Tuj; Hossain, Md. Zakir; Rahman, Mostafijur; Ahmad, R. B. (Scopus, 2020)
    For scalable data storage, Hadoop is widely used nowadays. It provides a distributed file system that stores data on the compute nodes. Basically, it represents a master/slave architecture that consists of a Name Node and ...
  • A Novel Approach of Fair Scheduling to Enhance Performance of Hadoop Distributed File System 
    Hussain, R.; Rahman, Mostafijur; Tarin, Tanjila Akter (Scopus, 2020)
    Nowadays, big data is one of the most challenging issues for managing big amounts of data more effectively and efficiently. It widely used in E-commerce, social media, online business and such types of applications. Hadoop ...
  • A Novel Hybrid Evolutionary Mating Algorithm for Covid19 Confirmed Cases Prediction based on Vaccination 
    Ahmed, Marzia; Mohamad, Ahmad Johari; Rahman, Mostafijur; Sulaiman, Mohd Herwan; Kashem, Mohammod Abul (IEEE, 2023-05-01)
    Microorganisms may cause illness when they enter the body, multiply, and spread to other parts. The rapid spread of COVID-19 to neighboring countries is examined in this research. Anticipating a positive COVID-19 occurrence ...
  • Optimization of Video Quality via Fuzzy Logic Base Adaptive Media Playout 
    Ehtiba, Farij; Ahmad, Badlishah; Rahman, Mostafijur (Indonesian Journal of Electrical Engineering and Computer Science, 2019)
    This paper addresses the issue of interruption of Virable Bit Rate (VBR) video streaming over IP network, due to channel quality fluctuation. Specifically, a Fuzzy Logic (FL) Control principle is fused with Adaptive Media ...
  • Optimize adaptive media playout using dynamic fuzzy logic control for video streaming 
    Khalib, Zahereel Ishwar Abdul; Ehtiba, Farij Omar; Ahmad, R. Badlishah; Salim, Naseer Sabri; Rahman, Mostafijur; Li, Mingfu (Springer Nature, 2018-05-08)
    Adaptive Media Playout (AMP) controls adapt playout rate to prevent buffer outage and to reduce delay in playout. Most AMP techniques use buffer fullness or its variation as indicator to adapt to playout rate. Nonetheless, ...
  • OSCRUM: A Modified Scrum for Open Source Software Development 
    Rahman, Sheikh Shah Mohammad Motiur; Mollah, Saiful Alam; Anirban, Shikha; Rahman, Md. Habibur; Rahman, Mostafijur; Hassan, Md. Maruf; Sharif, Md. Hasan (Researchgate, 2018)
    The Open Source Software Development (OSSD) is a movement, challenges many traditional and commercial theories of software development. A group of developers, programmers, and other community members develop the Open ...
  • Performance Comparison of Early Breast Cancer Detection Precision Using AI and Ultra-wideband (UWB) Bio-antennas 
    Bari, Bifta Sama; Khatun, Sabira; Ghazali, Kamarul Hawari; Islam, Minarul; Rashid, Mamunur; Rahman, Mostafijur; Talip, Nurhafizah Abu (Scopus, 2020)
    Breast cancer is the most common cancer among women and a major cause of death globally. A high percentage of the cancer death can be reduced if it is detected earlier (Stage 1 or 2). Early and non-invasive (health-friendly) ...
  • Prevalence of Machine Learning Techniques in Software Defect Prediction 
    Sohan, Md Fahimuzzman; Kabir, Md Alamgir; Rahman, Mostafijur; Bhuiyan, Touhid; Jabiullah, Md Ismail (Scopus, 2020)
    Software Defect Prediction (SDP) is a popular research area which plays an important role for software quality. It works as an indicator of whether a software module is defect-free or defective. In this study, a review has ...
  • Review and Analysis of Risk Factor of Maternal Health in Remote Area Using the Internet of Things (IoT) 
    Ahmed, Marzia; Kashem, Mohammod Abul; Rahman, Mostafijur; Khatun, Sabira (Scopus, 2020)
    IoT is the greatest ingenious innovation in the modern era, which can exploit also in mission-critical like the healthcare industry. This paper demonstrates effective monitoring of pregnant women mostly in a rural area of ...
  • Sightless Helper 
    Hossain, Md. Elias; Qaiduzzaman, Khandker M; Rahman, Mostafijur (Scopus, 2020)
    This paper proposes a mobile application named “Sightless Helper”, for assisting blind or visually impaired people. The application uses footstep counting and GPS for indoor and outdoor navigation. It can detect objects ...
  • Training Data Selection Using Ensemble Dataset Approach for Software Defect Prediction 
    Sohan, Md Fahimuzzman; Kabir, Md Alamgir; Rahman, Mostafijur; Mahmud, S. M. Hasan; Bhuiyan, Touhid (Scopus, 2020)
    Cross-project defect prediction (CPDP) is using due to the limitation of within project defect prediction (WPDP) in Software Defect Prediction (SDP) research. CPDP aims to train one project data to predict another project ...

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