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Browsing DIU Faculty Publication by Subject "Data analysis"

Browsing DIU Faculty Publication by Subject "Data analysis"

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  • An Affordable CanSat Design and Implimentation to Study Space Science for Bangladeshi Students 
    Raian, F.M. Tanvir Hasan; Islam, H.M. Jahirul; Islam, Md. Saiful; Azam, Rafiul; Islam, H.M. Jahidul; Debnath, Sutapa (IEEE, 2020-06)
    This paper presents an educational project of CanSat where the main goal is to build it with the resources available in the local market of Bangladesh within a limited cost so that most of the students can afford it. This ...
  • An Approach to Detect Air Quality using Machine Learning and Data Analysis Tools 
    Roy, Anirban; Mim, Mehnaz Rashid (IEEE, 2023-11-23)
    After the headway of the computerized structure, Information science hopes to be a fundamental part here. Information science stores and investigates information of various sorts of banks, foundations, workplaces and others. ...
  • Ascertaining the Fluctuation of Rice Price in Bangladesh Using Machine Learning Approach 
    Hasan, Md. Mehedi; Zahara, Muslima Tuz; Sykot, Md. Mahamudunnobi; Nur, Arafat Ullah; Saifuzzaman, Mohd.; Hafiz, Rubaiya (IEEE, 2020-07)
    Rice is the most grown crop in Bangladesh. It is consumed as the main food course in Bangladesh. The price of rice makes a difference in whether people will eat or starve. To know what's going to happen in the rice market ...
  • An Aspect of Sentiment Analysis: Sentimental Noun with Dual Sentimental Words Analysis 
    Chaki, Prosanta Kumar; Hossain, Ikrum; Chanda, Probhas Ranjan; Anirban, Shikha (IEEE, 2018-09-06)
    With the increasing number of digital data and new technologies, business trends and model are becoming more dependent on computer science for making business decision and operation. By extracting user opinion for decision ...
  • Common Gene Regulatory Network for Anxiety Disorder Using Cytoscape 
    Islam, Md. Rakibul; Ahmed, Md. Liton; Paul, Bikash Kumar; Asaduzzaman, Sayed; Ahmed, Kawsar (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, 2019-04-13)
    Data mining, computational biology and statistics are unified to a vast research area Bioinformatics. In this arena of diverse research, protein - protein interaction (PPI) is most crucial for functional biological progress. ...
  • A Comparative Study for Measuring the Quality of Dhaka City Transportation System 
    Rejuan, Md Arifur Rahman; Bandan, Sheikh Sadi; Rakib, Md. Abdur; Assaduzzaman, Md (IEEE, 2023-09-01)
    Dhaka is the capital of Bangladesh and one of the most populous countries in the world. The population of Dhaka has grown at a huge rate in the last few decades and is expected to grow similarly in the coming decades. As ...
  • Editorial: The Alzheimer’s Disease Challenge, Volume II 
    Kamal, Mohammad Amjad; Alexiou, Athanasios; Perveen, Asma (Frontier Scientific Publishing, 2023-01-10)
    Data analysis obtained from the 2019 Global Burden of Disease (GBD) database, the numbers and age-standardized rates (ASRs) of incidence, prevalence, death, and disability-adjusted life-years (DALYs) of AD and other dementias ...
  • Evaluation of Instrumental Variable Method Using Cox Proportional Hazard Model in Epidemiological Studies 
    Uddin, Md. Jamal; Ahammed, Tanvir; Kabir, A.Z.M. Hasan (Elsevier, 2023-05-11)
    "The instrumental variable (IV) method with a Cox proportional hazard (PH) model has been used to evaluate treatment effects in epidemiological studies involving survival data. The effectiveness of the IV methods in these ...
  • The Impact on Education of University Students in COVID-19 Pandemic Period 
    Das, Dilip Kumar; Hossain, Mohammed Motaher; Islam, Md Shafiqul; Rahman, M Abdur; Chowdhury, Suman (Daffodil International University, 2022-12-10)
    The educational sector of Bangladesh is severely affected due to the sudden outbreak of novel Corona virus (COVID-19). Bangladesh which is one of the densely populated countries has a significant improvement in the education ...
  • MNet-10 
    Montaha, Sidratul; Azam, Sami; Rafid, A. K. M. Rakibul Haque; Hasan, Md. Zahid; Karim, Asif; Hasib, Khan Md.; Patel, Shobhit K.; Jonkman, Mirjam; Mannan, Zubaer Ibna (Daffodil International University, 2022-08-22)
    Interpretation of medical images with a computer-aided diagnosis (CAD) system is arduous because of the complex structure of cancerous lesions in different imaging modalities, high degree of resemblance between inter-classes, ...
  • Selectively Oversampling Difficult Positive Samples from Imbalanced Data for Preprocessing 
    Mahin, Md.; Rukhsara, Lamia; Kabir, Md. Yasin; Rahman, H M Mostafizur; Islam, Md Jahidul; Khatun, Ayesha; Kabir, Sumaiya (22nd International Conference on Computer and Information Technology, ICCIT 2019, IEEE, 2020-03-19)
    Oversampling is a procedure traditionally has been applied to train machine learning classifiers for a better performance in presence of class imbalance. This work suggests a new insight for oversampling imbalanced data. ...
  • Stock Market Analysis Using Linear Regression and Decision Tree Regression 
    Karim, Rezaul; Alam, Md Khorshed; Hossain, Md Rezaul (2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA), IEEE, 2021-08-23)
    In business, the Stock market or Share market is a more perplexing and sophisticated way to do business. Every business owner wants to reduce the risk and make an immense profit using an effective way. The bank sector, ...
  • A Survey on Dimensionality Reduction Techniques for Time-Series Data 
    Ashraf, Mohsena; Anowar, Farzana; Setu, Jahanggir H.; Chowdhury, Atiqul I.; Ahmed, Eshtiak (IEEE, 2023-04-24)
    Data analysis in modern times involves working with large volumes of data, including time-series data. This type of data is characterized by its high dimensionality, enormous volume, and the presence of both noise and ...

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