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Browsing DIU Faculty Publication by Author "Islam, Saiful"

Browsing DIU Faculty Publication by Author "Islam, Saiful"

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  • Cardiovascular Disease Forecast Using Machine Learning Paradigms 
    Islam, Saiful; Jahan, Nusrat; Khatun, Mst. Eshita (Proceedings of the 4th International Conference on Computing Methodologies and Communication, ICCMC 2020, IEEE, 2020-04-23)
    In this recent era, Cardiovascular disease (CVD) propagation rate has been intensifying the cause of death worldwide among the non-communicable disease. In particular the south asian countries have a tremendous risk of ...
  • Cardiovascular Disease Forecast Using Machine Learning Paradigms 
    Islam, Saiful; Jahan, Nusrat; Khatun, Mst. Eshita (Proceedings of the 4th International Conference on Computing Methodologies and Communication, ICCMC 2020, IEEE, 2020-04-23)
    In this recent era, Cardiovascular disease (CVD) propagation rate has been intensifying the cause of death worldwide among the non-communicable disease. In particular the south asian countries have a tremendous risk of ...
  • A Computer Vision Approach to Classify Local Flower using Convolutional Neural Network 
    Islam, Saiful; Foysal, Md. Ferdouse Ahmed; Jahan, Nusrat (IEEE, 2020-06-19)
    Flower is the most beautiful part of this earth. In our busy lives, many flowers can be seen all over the places. Till now, more than 352,000 flower species in the world. In our country Bangladesh, the total numbers of ...
  • Context-based News Headlines Analysis Using Machine Learning Approach 
    Rahman, Shadikur; Hossain, Syeda Sumbul; Islam, Saiful; Chowdhury, Mazharul Islam; Rafiq, Fatama Binta; Badruzzaman, Khalid Been Md. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, 2019-08-09)
    An increasing number of people are changing their way of thinking by reading news headlines. The interactivity and sincerity present in online news headlines are becoming influential to society. Apart from that, news ...
  • Customer Feedback Prioritization Technique 
    Hossain, Syeda Sumbul; Jubayer, S. A. M.; Rahman, Shadikur; Bhuiyan, Touhid; Rawshan, Lamisha; Islam, Saiful (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, 2019-06-29)
    Nowadays, a startup is being very popular and entrepreneurs are increasing day by day. Though we are watching many successful startups e.g. Dropbox, Amazon, Viber and so on, the list of unsuccessful startups is very long. ...
  • DCNN Based Disease Prediction of Lychee Tree 
    Islam, Saiful; Akter, Shornaly; Islam, Mirajul; Rahman, Md. Arifur (Springer, 2023-04-17)
    Tree disease classification is needed to determine the affected leaves as it controls the economic importance of the trees and their products and decreases their eco-friendly eminence. The lychee tree is affected by some ...
  • An Early Warning System of Heart Failure Mortality With Combined Machine Learning Methods 
    Sutradhar, Ananda; Al Rafi, Mustahsin; Alam, Mohammad Jahangir; Islam, Saiful (Institute of Advanced Engineering and Science (IAES), 2023-08-18)
    Heart failure (HF) is currently the leading cause of morbidity and mortality worldwide. Identifying the risk of mortality at the early s tages is crucial to reducing the mortality rate. However, the traditional ...
  • Factor Scoring and Machine Learning Algorithm to Predict Student Counselling 
    Jahan, Nusrat; Islam, Saiful; Sultana, Rezwana (International Journal of Engineering and Advanced Technology, Blue Eyes Intelligence Engineering & Sciences Publication, 2019-10)
    Personal realization is one of the best things for a successful life. Sometimes, one needs help to realize about bad habits, career goals and accomplish mental health as well as to overcome other problems. This help is ...
  • Factor Scoring and Machine Learning Algorithm to Predict Student Counselling 
    Jahan, Nusrat; Islam, Saiful; Sultana, Rezwana (International Journal of Engineering and Advanced Technology, 2019-10)
    Personal realization is one of the best things for a successful life. Sometimes, one needs help to realize about bad habits, career goals and accomplish mental health as well as to overcome other problems. This help is ...
  • Nanomaterials: A Promising Therapeutic Approach for Cardiovascular Diseases 
    Chopra, Hitesh; Bibi, Shabana; Mishra, Awdhesh Kumar; Tirth, Vineet; Yerramsetty, Sree Vandana; Murali, Sree Varshini; Ahmad, Syed Umair; Mohanta, Yugal Kishore; Attia, Mohamed S.; Algahtani, Ali; Islam, Fahadul; Hayee, Abdul; Islam, Saiful; Baig, Atif Amin; Emran, Talha Bin (Daffodil International University, 2022-02-13)
    Cardiovascular diseases (CVDs) are a primary cause of death globally. A few classic and hybrid treatments exist to treat CVDs. However, they lack in both safety and effectiveness. Thus, innovative nanomaterials for disease ...
  • Priority-based Offloading and Caching in Mobile Edge Cloud 
    Nur, Fernaz Narin; Islam, Saiful; Moon, Nazmun Nessa; Karim, Asif; Azam, Sami; Shanmugam, Bharanidharan (Journal of Communications Software and Systems, 2019)
    Mobile Edge Computing (MEC) is relatively a novel concept in the parlance of Computational Offloading. MEC signifies the offloading of intensive computational tasks to the cloud which is generally positioned at the edge ...
  • Real-Time Vehicle Classification Using CNN 
    Jahan, Nusrat; Islam, Saiful; Foysal, Md. Ferdouse Ahmed (Scopus, 2020)
    Convolutional Neural Network (CNN) is a model of artificial neural networks that has grown to be most well known in computer vision assignment. In this paper work, we presented convolutional neural network for classifying ...

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