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Browsing by Subject "Machine learning"

Browsing by Subject "Machine learning"

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  • Ascertaining and Resolving Market Instability by Foretelling Ginger Price in Bangladesh Using Machine Learning Approach 
    Polton, Ahasan Habib (Daffodil International University, 23-02-12)
    The unpredictability of markets and the fluctuation of prices is a feature that is commonplace throughout the entire world, but it is more widespread in Bangladesh. As a direct result of this, the costs of the things we ...
  • 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 ...
  • Attendance System Management Using Face Recognition 
    Mishkat, Mohammad; Khan, Md. Nura Rabbi; Arifa, Fhamida Akhter (Daffodil International University, 2019-12-07)
    “ATTENDANCE SYSTEM MANAGEMENT USING FACE RECOGNITION” is a Machine Learning project. This project helps to take attendance by recognizing trained students real time image. It will make taking attendance easy. Its user ...
  • Audio Speech Recognition in Bengali Language Male Female and Third Gender Based on Supervised Learning 
    Sheikh, Shoeb; Sejuti, Taranga Saha; Era, Isnat Jahan (Daffodil International University, 23-03-01)
    Is human voice frequency an integral part of vocal production, in which the vocal cords are the main source of sound? Using our hearing ability we can easily identify the classification of male, female and third gender ...
  • Automated Classroom Humidity Control System 
    Yasir, Abdullah Al Mahmood; Sharif, Mohammed Fahim Hasan; Ahmed, Nasur (©Daffodil International University, 2020-12-19)
    This is 21st century, which basically called the era of science and technology on the other hand this is also the time of globalization and digitalization. With the advancement of new technology we gather new experience ...
  • Automated Prediction of Heart Disease Patients Using Sparse Discriminant Analysis 
    Hasan, K. M. Zubair; Datta, Shourob; Hasan, Md Zahid; Zahan, Nusrat (2nd International Conference on Electrical, Computer and Communication Engineering, IEEE, 2019-02-09)
    Linear Discriminant Analysis (LDA) is an easy and efficient method for pattern classification, while it is also broadly utilized for the initial discovery of diseases using Electronic Health Records (EHR) data. Nonetheless, ...
  • Automated Prediction of Phishing Websites Using Deep Convolutional Neural Network 
    Hasan, K. M. Zubair; Hasan, Md Zahid; Zahan, Nusrat (5th International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, IEEE, 2019-07-12)
    Phishing is one of the ruinous issues encountered by the World Wide Web (WWW) and steers to the financial catastrophes for individuals and businesses. It has been perpetually a perplexing issue to identify phishing attacks ...
  • Automatic Detection and Recognition of Object to Help Visually Impaired People While Visiting Liberation War Museum in Bangladesh 
    Sajeeb, Md. Nahiduzzaman; Ankhi, Mst. Afsana Akther (Daffodil International University, 2021-01-31)
    This paper offers an overview of target recognition through grouping of numerous images and machine learning methods for the blind. Our system has been developed based on speech recognition to allow blind people to learn ...
  • Automatic Detection of Cases of COVID-19 Pneumonia from Chest X-ray Images and Deep Learning Approaches 
    Al Halbusi, Hussam; Alhaidan, Homoud; Ramayah, T.; Cheah, Jun- Hwa (Daffodil International University, 2022-09-21)
    Machine learning has already been used as a resource for disease detection and health care as a complementary tool to help with various daily health challenges. The advancement of deep learning techniques and a large amount ...
  • Bangla Fake News Detection Using Machine Learning 
    Khanom, Afsana; Khanum, Humayra (Daffodil International University, 2019-12)
    Nowadays, Social platform has become an exoteric means for audience to devour news. The proliferation of perplexing fact in regular access media outlets such as social media sites, news blogs, and online portals have ...
  • Bangla Fake News Detection Using Machine Learning and Deep Learning Methods 
    Tusher, Shakib Ahmed; Shawan, Md.Shameem Alam; Akter, Mst.Farhana (Daffodil International University, 2022-01-04)
    Fake news detection is as important as cleaning crime from the society. In this digital era spreading violence and manipulating people deception towards an issue become very easy than ever. More and more authentic news ...
  • Bangla Guruchandali Dosh Sentence Detection Using Machine Learning Techniques 
    Das, Rozanee Kanta; Tinni, Alaya Refat; Rinvee, Tanjina Zaman (Daffodil International University, 2022-01-04)
    Our life is surrounded with technology and we can’t live without this technology. Technology is upgrade day by day. Using Natural Language Processing (NLP) techniques computer can understand human language. Now a days, ...
  • Bangla Handwritten Digit Recognition Using Convolutional Neural Network 
    Azad, AKM Shahariar; Abujar, Rabby Sheikh; Haque, Sadeka; Hossain, Syed Akhter (Springer Nature Singapore Pte Ltd., 2018-12-12)
    Handwritten digit recognition has always a big challenge due to its variation of shape, size, and writing style. Accurate handwritten recognition is becoming more thoughtful to the researchers for its educational and ...
  • Bangla Handwritten Digit Recognition Using Convolutional Neural Network 
    Rabby, AKM Shahariar Azad; Abujar, Sheikh; Haque, Sadeka; Hossain, Syed Akhter (Advances in Intelligent Systems and Computing, Springer, 2018-12-12)
    Handwritten digit recognition has always a big challenge due to its variation of shape, size, and writing style. Accurate handwritten recognition is becoming more thoughtful to the researchers for its educational and ...
  • Bangla Handwritten Digit Recognition Using Convolutional Neural Network 
    Datta, Dip (Daffodil International University, 23-02-18)
    Handwritten digit recognition is the process of automatically identifying and interpreting handwritten digits, such as those found on a bank check or a handwritten phone number. In Bangladesh, this technology could be used ...
  • Bangla Hate Speech Detection by Machine Learning 
    Choudury, Md. Asfi Hossain (Daffodil International University, 2022-01-02)
    The type of speech that takes place online intends to attack an individual or a group based on religion, ethnicity, gender, disability and even based on the color of their skin. Some popular social media in Bangladesh ...
  • Bangla Intelligence Question Answering System Based on Mathematics and Statistics 
    Kowsher, Md.; Rahman, M M Mahabubur; Ahmed, Sk Shohorab; Prottasha, Nusrat Jahan (22nd International Conference on Computer and Information Technology, IEEE, 2019-12-20)
    The Bangla Informative Question Answering System (BIQAS) is a significant Machine Learning (ML) technique that helps a user to trace relevant information by Bengali Natural Language Processing (BNLP). In this research ...
  • Bangla movie success prediction using machine learning 
    Nasrin, Sonia (Daffodil International University, 2019-05-26)
    In present world, machine learning techniques and models are used to predict future. Prediction the movie success before its release has been an immense point of concern for movie industry related all people, especially ...
  • Bangla News Article Categorization Using Machine Learning 
    Haque, MD Al Shahriar; Shawda, Umme (Daffodil International University, 23-02-12)
    Bangla language got familiar many years ago in the world and Many online Bangla news portals are growing day by day. We can get news within a few seconds with their help of them. Some media are telecasting news by live ...

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