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Browsing by Author "Talha, Iftakhar Mohammad"

Browsing by Author "Talha, Iftakhar Mohammad"

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  • An Advanced Method of Treating Agricultural Crops Using Image Processing Algorithms and Image Data Processing Systems 
    Salehin, Imrus; Talha, Iftakhar Mohammad; Saifuzzaman, Mohd.; Moon, Nazmun Nessa; Nur, Fernaz Narin (2020-10)
    Smart agriculture has involved evolution, judgment, and application of new methods of using modern technology. Technological advances in agriculture will enable farmers to enhance their skills in farming. We planned ...
  • Analysis of Student Sentiment During Video Class with Multilayer Deep Learning Approach 
    Salehin, Imrus; Moon, Nazmun Nessa; Talha, Iftakhar Mohammad; Hasan, Md. Mehedi; Nur, Farnaz Narin; Hakim, Md. Azizul; Haque, Farhan Al (Daffodil International University, 2022-08-08)
    The modern education system is an essential part of the rise of technology. The E-learning education system is not just an experimental system; it is a vital learning system for the whole world over the last ...
  • An Artificial Intelligence Based Rainfall Prediction Using LSTM and Neural Network 
    Salehin, Imrus; Talha, Iftakhar Mohammad; Hasan, Md. Mehedi; Dip, Sadia Tamim; Saifuzzaman, Mohd.; Moon, Nazmun Nessa (IEEE, 2020-12)
    The most difficult task of meteorology is to predict rainfall. In our study, we proposed an amount of rainfall prediction model that can be easily determined using artificial intelligence and LSTM techniques. This is an ...
  • Human Behaviour Impact to Use of Smartphones with the Python Implementation Using Naive Bayesian 
    Talha, Iftakhar Mohammad; Salehin, Imrus; Debnath, Susanta Chandra; Saifuzzaman, Mohd.; Moon, Nazmun Nessa; Nur, Fernaz Narin (11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020, IEEE, 2020-10-15)
    A change of behavior in special groups and many sustainable smart populations increasing day by day for excessive uses of smartphones. In recent years, the use of smartphones and mental imbalances have become a major problem ...
  • Natural Language Processing Based Advanced Method of Unnecessary Video Detection 
    Moon, Nazmun Nessa; Salehin, Imrus; Parvin, Masuma; Hasan, Md. Mehedi; Talha, Iftakhar Mohammad; Debnath, Susanta Chandra; Nur, Fernaz Narin; Saifuzzaman, Mohd. (International Journal of Electrical and Computer Engineering, 2021)
    In this study we have described the process of identifying unnecessary video using an advanced combined method of natural language processing and machine learning. The system also includes a framework that contains analytics ...
  • Predicting the Depression Level of Excessive Use of Mobile Phone 
    Salehin, Imrus; Talha, Iftakhar Mohammad (Daffodil International University, 2021-05-31)
    In this research titled “Predicting the Depression Level of Excessive Use of Mobile Phone: Using Machine Learning Algorithm” which is applied advanced machine learning and regression analysis to find out the depression ...

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