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Browsing by Subject "Machine learning"

Browsing by Subject "Machine learning"

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  • 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 ...
  • Bangladesh Metropolitan Crime Area Prediction Using Decision Tree 
    Victor, Debasish Bhattacharjee; Latif, Subhenur (2021 6th International Conference on Communication and Electronics Systems (ICCES), IEEE, 2021-08-02)
    Today's world faces many problems with crime, affecting the day to day livings and bringing general socio-economic progress to a standstill.. Different types of crimes happen daily and nightly. If it cannot be carefully ...
  • Bangladesh Related Factoid Question Classification Using Machine Learning Techniques 
    Hossain, MD. Jahid; Hossain, MD. Nahid; Nowmi, Sadiha (Daffodil International University, 23-01-29)
    Question answering (QA) is a branch of natural language processing research that is aimed to give human users a simple and practical information retrieval application. Despite being one of the most widely spoken languages ...
  • Bangladeshi Stock Price Prediction and Analysis with Potent Machine Learning Approaches 
    Das, Sajib; Arman, Md. Shohel; Hossain, Syeda Sumbul; Islam, Md. Sanzidul; Himu, Farhan Anan; Shakir, Asif Khan (Springer, 2020-07-30)
    Stock price forecasting, is one of the most significant financial complexities, since data are not reliable and noisy, impacting many factors. This article offers a machine learning model for the stock price prediction ...
  • Bengali Abstractive Text Summarization Using Deep Learning 
    Talukder, Md. Ashraful Islam; Masum, Abu Kaisar Mohammad (Daffodil International University, 2019-12)
    A human can describe his mood with the help of text. Therefore understanding the meaning of the text is very important. Sometimes, it is hard to understand the meaning of those texts, alongside this is also time consuming. ...
  • Bengali Fake News Detection Using Machine Learning 
    Balo, Aditi; Islam, Jamiul; Baki, Abdullah Al (Daffodil International University, 2019-05)
    This project based on NLP (Natural Languages Processing) techniques. The aim of this project is to identify the fake news of non-reputed news portal and to deliver the natural news or actual news to the news reader. As ...
  • Bengali Functional Sentence Classification through Machine Learning Approach 
    Biswas, Antara; Rahman, Musfiqur; Orin, Zahura Jebin (Daffodil International University, 2022-01-04)
    In the early days, very few studies were effectuated in Bengali Languages as well as its functional sentence. However, studies on Bengali have grown exponentially due to structural diversity. Inspired by these studies, ...
  • Bengali Functional Sentence Classification through Machine Learning Approach 
    Biswas, Antara; Rahman, Musfiqur; Orin, Zahura Jebin (Daffodil International University, 2022-01-04)
    In the early days, very few studies were effectuated in Bengali Languages as well as its functional sentence. However, studies on Bengali have grown exponentially due to structural diversity. Inspired by these studies, ...
  • Bengali News Classification Using Different Machine Learning and Deep Learning Algorithm 
    Islam, Md Mahamodul (Daffodil International University, 2021-04-02)
    In this modern era, Artificial Intelligence has emerged as the next data science powerhouse. The use of Machine Learning, Deep Learning, and Computer Vision algorithms in data analytics has become a popular trend since ...
  • Bengali News Headline Categorization Using ML Approach 
    Rahman, MD. Shajadur (Daffodil International University, 23-01-29)
    One of the most well-liked applications of natural language processing is text classification. Bengali is becoming more and more popular in this subject, much as many other languages, and the most well-known effort here ...
  • Bengali Review Analysis for Predicting Popular Cosmetic Brand Using Machine Learning Classifiers 
    Rabeya, Tapasy; Khatun, Eshita; Noori, Sheak Rashed Haider; Akter, Sharmin; Jahan, Israt (Springer Nature Limited, 2022-11-14)
    Nowadays, online platform has become one of the most popular media to express people’s thought of all ages. That made the online platform a precious source for getting almost every kinds of information. As online shopping ...
  • A Bengali Text Summarization Using Encoder-decoder Based on Social Media Dataset 
    Rahat, Minhajul Abedin; Mahdi, Md. Tahmid Alie - Al –; Fouzia, Fatama Akter (Daffodil International University, 2021-01-27)
    Text summarization defines artifices of reducing a long document to create a tale of the main aims of the original text. Due to the huge number of long posts nowadays, the value of summarization is produced. Reading the ...
  • A Bengali Word Identification and Verification Using Machine Learning Approach 
    Hasan, Shakibul; Nadif, Mohammad Abu; Rahman, Nasim Bin; Rana, Masud (IEEE, 2023-05-15)
    The research project is mainly based on image classification. We also showed a path to Optical Character Recognition. Optical Character Recognition (OCR) is basically a technology which can change over a computerized image ...
  • Bento Packing Activity Recognition From Human Motion Gesture Using Machine Learning 
    Rahman, Shohanur (©Daffodil International University, 2022-01-27)
    The difficulty of identifying a body's behavior based on sensor data is known as activity recognition. It's among the most widely studied topics in the field of machine learning-based classification. Bento Packing Activity ...
  • Best Fit Cloud Computing Solution for Bangladeshi Startups and Businesses Using Machine Learning Approach. 
    Fariduzzaman, MD (Daffodil International University, 23-07-25)
    This research study aims to identify the most suitable cloud computing service for Bangladeshi startups and growing online businesses. Bangladesh's digital economy fast expansion has given rise to many startups and online ...
  • Betel Nut Addiction Detection Using Machine Learning 
    Khatun, Johura; Azad, Tamanna; Seaum, Samin Yeasar; Jabiullah, Md. Ismail; Habib, Md. Tarek (IEEE, 2020-11)
    Betel nut addiction has become a psychoactive addiction to hundreds and millions of people around the world. Among the four common hallucinatory addictions in the world, betel nut addiction is one of them after tobacco, ...
  • Bitcoin Trading Indicator: A Machine Learning Driven Real Time Bitcoin Trading Indicator for the Crypto Market 
    Rahaman, Ashikur; Bitto, Abu Kowshir; Biplob, Khalid Been Md. Badruzzaman; Bijoy, Md. Hasan Imam; Jahan, Nusrat; Mahmud, Imran (Institute of Advanced Engineering and Science (IAES), 2023-06-18)
    As opposed to other fiat currencies, bitcoin has no relationship with banks. Its price fluctuation is largely influenced by fresh blocks, news, mining information, support or resistance levels, and public opinion. Therefore, ...
  • Blended Learning Pedagogy and Its Implementation in the Tertiary Education: Bangladesh Perspectives 
    Mitra, Shrabonti; Malek, Md. Abdul; Sultana, Tanzin; Pathak, Abhijit; Abedin, Md. Jainal; Kobra, Khadizatul; Ullah, Md. Habib; Khandake, Mayeen Uddin (Frontier Scientific Publishing, 2023-08-15)
    This paper reviews the theoretical foundations and components of blended learning (BL) in higher education globally, analyzing six articles from five countries published between January 2016 and December 2020. The study ...

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