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Browsing DIU Faculty Publication by Subject "Supervised learning"

Browsing DIU Faculty Publication by Subject "Supervised learning"

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  • BrainNet-7 
    Rashid, Md. Harun-Or; Akter, Salma; Akhi, Amatul Bushra (Daffodil International University, 2022-01-20)
    Tumors in the brain are masses or clusters of abnormal cells that may spread to other tissues nearby and pose a danger to the patient. The main imaging technique used to determine the extent of brain tumors is magnetic ...
  • An Evolutionary Approach to Comparative Analysis of Detecting Bangla Abusive Text 
    Islam, Tanvirul; Ahmed, Nadim; Latif, Subhenur (Bulletin of Electrical Engineering and Informatics, 2021)
    The use of Bangla abusive texts has been accelerated with the progressive use of social media. Through this platform, one can spread the hatred or negativity in a viral form. Plenty of research has been done on detecting ...
  • Implementation of Machine Learning to Detect Hate Speech in Bangla Language 
    Ahammed, Shovon; Rahman, Mostafizur; Niloy, Mahedi Hasan; Chowdhury, M. Mazharul Hoque (Proceedings of the 2019 8th International Conference on System Modeling and Advancement in Research Trends, SMART 2019, IEEE, 2020-06-16)
    Hate speech is a crime in all countries. Hate speech can be for women, religions, countries, cultures. The big problem for hate speech is that it entices the evil people. Moreover, it inspires them to spread hatred in the ...
  • Lyricist Identification Using Stylometric Features Utilizing BanglaMusicStylo Dataset 
    Marouf, Ahmed Al; Hossian, Rafayet (2019 International Conference on Bangla Speech and Language Processing, ICBSLP 2019, IEEE, 2020-05-13)
    This paper presents a profile-based approach utilizing supervised learning methods to identify the lyricist of Bangla songs written by two legendary poets & novelist Kazi Nazrul Islam and Rabindranath Tagore. The problem ...
  • Pigeon Breed Recognition Using Convolutional Neural Network 
    Rahman, Maksudur; Prodhan, Sakeef Ameer; Mia, Md. Jueal; Habib, Md. Tarek; Ahmed, Farruk (2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), IEEE, 2021-03-31)
    Pigeon farming is a very familiar business as well as a hobby in Bangladesh. It has a great contribution to our national economy. Sometimes it's a very tough job for us to recognize pigeon breed correctly because some breed ...
  • Predicting the Death of Road Accidents in Bangladesh Using Machine Learning Algorithms 
    Siddik, Md. Abu Bakkar; Arman, Md. Shohel; Hasan, Afia; Jahan, Mahmuda Rawnak; Islam, Majharul; Biplob, Khalid Been Badruzzaman (Scopus, 2021)
    Road accidents are now a common occurrence in our country. Every year thousands of people die in these accidents and thousands of people are crippled and cursed. Recently the level of road accidents has increased drastically. ...
  • A survey on emotion detection: A lexicon based backtracking approach for detecting emotion from Bengali text 
    Rabeya, Tapasy; Ferdous, Sanjida; Ali, Himel Suhita; Chakraborty, Narayan Ranjan (IEEE, 2018-02-08)
    Emotion recognition ability has been introduced as a core component of emotional competence. Every emotion has different ways to be expressed such as text, speech, lyrics etc. This paper reflects the current experimental ...
  • A Web Based Four-Tier Architecture using Reduced Feature Based Neural Network Approach for Prediction of Student Performance 
    Hossen, Md. Anwar; Bin Alamgir, Rakib; Alam, Arman Ul; Siddika, Fatema; Hossain, Shah Fahad; Arman, Md. Shohel (IEEE, 2021-01)
    Enhancing student's performance is a significant part of developing quality education in any educational institute. It is very difficult to get promising student performance without student categorization according to their ...

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