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Browsing Proceedings by Author "Abujar, Sheikh"

Browsing Proceedings by Author "Abujar, Sheikh"

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  • BornoNet: Bangla Handwritten Characters Recognition Using Convolutional Neural Network 
    Rabby, Akm Shahariar Azad; Haque, Sadeka; (Md.), Sanzidul Islam; Abujar, Sheikh; Hossain, Syed Akhter (Elsevier B.V., 2018-11-19)
    Bangla handwriting recognition is becoming an important issue in several years but it becomes a challenge to get good performance due to the alignment and many of them are similar. A simple, lightweight CNN model has been ...
  • EkushNet: Using Convolutional Neural Network for Bangla Handwritten Recognition 
    Rabby, AKM Shahariar Azad; Haque, Sadeka; Abujar, Sheikh; Hossain, Syed Akhter (Elsevier B.V., 2018-11-19)
    EkushNet is the first research which can recognize Bangla handwritten basic characters, digits, modifiers, and compound characters. Handwritten recognition is one of the most interesting issue in present time due to its ...
  • A heuristic approach of text summarization for Bengali documentation 
    Abujar, Sheikh; Hasan, Mahmudul; Shahin, M.S.I; Hossain, Syed Akhter (IEEE Xplore, 2017-12-14)
    Automated Text Summarization is a technique of summarizing any document or text automatically. Summarized text is the concise form of the given text. In Natural language processing many text summarization techniques are ...
  • A Potent Model to Recognize Bangla Sign Language Digits Using Convolutional Neural Network 
    (Md.), Sanzidul Islam; Mousumi, Sadia Sultana Sharmin; Rabby, AKM Shahariar Azad; Hossain, Sayed Akhter; Abujar, Sheikh (Elsevier B.V., 2018-11-19)
    Hearing impaired people have own language called Sign Language but it is difficult for understanding to general people. Sign language is the basic method of communication for deaf people during their everyday of life. Sign ...
  • Sentence Similarity Estimation for Text Summarization Using Deep Learning 
    Abujar, Sheikh; Hossain, Syed Akhter; Hasan, Mahmudul (Springer Nature, 2018-10-04)
    One of the key challenges of natural language processing (NLP) is to identify the meaning of any text. Text summarization is one of the most challenging applications in the field of NLP where appropriate analysis is needed ...
  • Sentence-Based Topic Modeling Using Lexical Analysis 
    Rahman, Shahinur; Abujar, Sheikh; Chowdhury, S. M. Mazharul Hoque; Saifuzzaman, Mohd.; Hossain, Syed Akhter (Springer, 2018-09-02)
    Data is not meaningful unless its information could be extracted. In every second in this world, we are generating millions of data over the Internet in different form. Most of them are in text format. Usually, data is ...
  • Sentence-Based Topic Modeling Using Lexical Analysis 
    Rahman, Shahinur; Abujar, Sheikh; Chowdhury, S. M. Mazharul Hoque; Saifuzzaman, Mohd.; Hossain, Syed Akhter (Springer Nature Singapore Pte Ltd., 2018-09-02)
    Data is not meaningful unless its information could be extracted. In every second in this world, we are generating millions of data over the Internet in different form. Most of them are in text format. Usually, data is ...
  • Sentiment Analysis of Tweet Data: The Study of Sentimental State of Human from Tweet Text 
    Chowdhury, S. M. Mazharul Hoque; Ghosh, Priyanka; Abujar, Sheikh; Afrin, Most. Arina; Hossain, Syed Akhter (Springer Nature Singapore Pte Ltd., 2018-09-02)
    Sentiment analysis is a hot topic today. The purpose of this research is finding out sentimental state of a person or a group of people using data mining. The target of this research is building a user friendly interface ...
  • Sentiment Prediction Based on Lexical Analysis Using Deep Learning 
    Chowdhury, S. M. Mazharul Hoque; Abujar, Sheikh; Saifuzzaman, Mohd.; Ghosh, Priyanka; Hossain, Syed Akhter (Springer, 2018-09-02)
    This era of computing made everything computerized. So people started to interact in the virtual life more than real life. From shopping to talking, everything is controlled by computer. Because of that it has become more ...
  • A Universal Way to Collect and Process Handwritten Data for Any Language 
    Rabby, AKM Shahariar Azad; Haque, Sadeka; Shahinoor, Shammi Akther; Abujar, Sheikh; Hossain, Syed Akhter (Elsevier B.V., 2018-11-19)
    In recent years researches based on Machine learning and Deep learning have achieved much interest and one of its handwritten recognition. Handwritten recognition is very difficult due to its lack of dataset and also for ...

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