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Browsing DIU Faculty Publication by Author "Tasnim, Zarrin"

Browsing DIU Faculty Publication by Author "Tasnim, Zarrin"

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  • Application of K-Means Clustering Algorithm to Determine the Density of Demand of Different Kinds of Jobs 
    Shamrat, F. M. Javed Mehedi; Tasnim, Zarrin; Mahmud, Imran; Jahan, Ms. Nusrat; Nobel, Naimul Islam (International Journal of Scientific and Technology Research, 2020)
    In the current competitive job market, information is the most powerful tool. As a job, the seeker looks for a job, and he must have the insight of what kind of competition he is about to face. This information will allow ...
  • An Automated Embedded Detection and Alarm System for Preventing Accidents of Passengers Vessel Due to Overweight 
    Shamrat, F. M. Javed Mehedi; Ahmed, Md. Razu; Nobel, Naimul Islam; Tasnim, Zarrin (Scopus, 2019-10-23)
    One of the prominent transport system in Bangladesh is rivers and seas. Vessel overloading is found in Bangladesh as the main cause of accidents on the rivers and seas. Therefore, there must be a role to play in ensuring ...
  • Classification of Breast Cancer Cell Images using Multiple Convolution Neural Network Architectures 
    Tasnim, Zarrin; Shamrat, F. M. Javed Mehedi; Islam, Md Saidul; Rahman, Md.Tareq; Aronya, Biraj Saha; Muna, Jannatun Naeem; Billah, Md. Masum (Scopus, 2021)
    Abstract: Breast cancer is a malignant tumor that affects women. It is the most prevalent cancer in women, affecting about 10% of all women at any point in their lives. The development of breast cancer begins in the lobules ...
  • A Convolutional Neural Network Based Classification Approach for Breast Cancer Detection 
    Rashid, Md Harun Or; Shahriyar, S. M.; Shamrat, F M Javed Mehedi; Mahbub, Tanzil; Tasnim, Zarrin; Ahmed, Md Zunayed (IEEE, 2023-05-24)
    Thousands of women worldwide are diagnosed with breast cancer yearly, which may be fatal if not treated. The diagnosis of the condition may take years, by which time the patient has little choice except to have the affected ...
  • Deep Learning Predictive Model for Colon Cancer Patient using CNN-based Classification 
    Tasnim, Zarrin; Chakraborty, Sovon; Shamrat, F. M. Javed Mehedi; Chowdhury, Ali Newaz; Nuha, Humaira Alam; Karim, Asif; Zahir, Sabrina Binte; Billah, Md. Masum (Scopus, 2021)
    In recent years, the area of Medicine and Healthcare has made significant advances with the assistance of computational technology. During this time, new diagnostic techniques were developed. Cancer is the world's ...
  • Early Prediction of Chronic Kidney Disease 
    Mondol, Chaity; Shamrat, F. M. Javed Mehedi; Hasan, Md. Robiul; Alam, Saidul; Ghosh, Pronab; Tasnim, Zarrin; Ahmed, Kawsar; Bui, Francis M.; Ibrahim, Sobhy M. (Daffodil International University, 22-08-29)
    Chronic kidney disease (CKD) is one of the most life-threatening disorders. To improve survivability, early discovery and good management are encouraged. In this paper, CKD was diagnosed using multiple optimized neural ...
  • An Effective Implementation of Web Crawling Technology to Retrieve Data from the World Wide Web (WWW) 
    Shamrat, F. M. Javed Mehedi; Tasnim, Zarrin; Rahman, A.K.M Sazzadur; Nobel, Naimul Islam; Hossain, Syed Akhter (International Journal of Scientific and Technology Research, 2020)
    : Internet (or just the web) is enormous, well off, best, easily accessible and proper wellspring of data and its clients are expanding quickly now daily. To rescue data from the web, web indexes are utilized which access ...
  • Human Face Recognition Using Eigenface, SURF Method 
    Shamrat, F.M. Javed Mehedi; Ghosh, Pronab; Tasnim, Zarrin; Khan, Aliza Ahmed; Uddin, Md. Shihab; Chowdhury, Tahmid Rashik (Springer, 2022-01-01)
    One such complicated and exciting problem in computer vision and pattern recognition is identification using face biometrics. One such application of biometrics, used in video inspection, biometric authentication, surveillance, ...
  • Implementation of a Smart Embedded System for Passenger Vessel Safety 
    Shamrat, F. M. Javed Mehedi; Nobel, Naimul Islam; Tasnim, Zarrin; Ahmed, Razu (Communications in Computer and Information Science, Springer, 2020-03-05)
    An automated embedded system with overweight and location detection of a vessel has been planned, developed and executed. To eliminate overweight issues and able to locate the vessel for stopping accidents, an embedded ...
  • Implementation of an Intelligent Online Job Portal Using Machine Learning Algorithms 
    Tasnim, Zarrin; Shamrat, F. M. Javed Mehedi; Allayear, Shaikh Muhammad; Ahmed, Khobayeb; Nobel, Naimul Islam (Scopus, 2021)
    Business intelligence and analytics are data management solutions implemented in companies and enterprises to collect historical and present data, while using statistics and software to analyze raw information, and deliver ...
  • Multiple Cascading Algorithms to Evaluate Performance of Face Detection 
    Shamrat, F.M. Javed Mehedi; Tasnim, Zarrin; Chowdhury, Tahmid Rashik; Shema, Rokeya; Uddin, Md. Shihab; Sultana, Zakia (Springer, 2022-01-01)
    This paper intends to evaluate the previous works done on different cascading classifiers for human face detection of image data. This paper includes the working process, efficiency, and performance comparison of different ...
  • An Offline and Online-based Android Application ―travelhelp to Assist the Travelers Visually And Verbally for Outing 
    Shamrat, F.M. Javed Mehedi; Rahman, A.K.M Sazzadur; Tasnim, Zarrin; Hossain, Syed Akhter (International Journal of Scientific and Technology Research, 2020)
    TravelHelp" is an android application thatwill be developed mainly to help tourists who are eager to visit Dhaka city. The application is mainly featured to be an offline app so that the user can use the app without any ...
  • Personalization of Job Circular Announcement to Applicants Using Decision Tree Classification Algorithm 
    Shamrat, F. M. Javed Mehedi; Tasnim, Zarrin; Ghosh, Pronab; Majumder, Anup; Hasan, Md. Zahid (Scopus, 2020)
    While looking for jobs, job seekers like to register themselves in different job portal that has a huge number of job circulars. As from all the job circulars, it is easier to look for the job of their liking. At the same ...
  • Sensor based Smart Automated Gas Leakage Detection and Prevention System 
    Tasnim, Zarrin; Das, Saikat; Islam, Rakibul; Biswas, Jahanur; Shamrat, F. M. Javed Mehedi; Khater, Ankit (Daffodil International University, 2022-05-02)
    Liquefied petroleum gas (LPG) is commonly used for heating, cooking, automotive power, and various other uses worldwide. LPG is a particularly flammable gas, and LPG leaks cause significant incidents. The cause may arise ...
  • A Web Based Application for Agriculture 
    Shamrat, F. M. Javed Mehedi; Asaduzzaman, Md; Ghosh, Pronab; Sultan, Md Dipu; Tasnim, Zarrin (International Journal of Emerging Trends in Engineering Research, 2020-06)
    Bangladesh is predominantly an agricultural country, where agriculture sector plays a vital role in accelerating the economic growth. Agriculture remains the most important sector of Bangladeshi economy, contributing 19.6 ...

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