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Browsing Articles by Author "Abujar, Sheikh"

Browsing Articles by Author "Abujar, Sheikh"

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  • Abstractive Method of Text Summarization with Sequence to Sequence RNNs 
    Masum, Abu Kaisar Mohammad; Rabby, AKM Shahariar Azad; Talukder, Md. Ashraful Islam; Abujar, Sheikh; Hossain, Syed Akhter (Scopus, 2019-07-08)
    Text summarization is one of the famous problems in natural language processing and deep learning in recent years. Generally, text summarization contains a short note on a large text document. Our main purpose is to create ...
  • Analysis of Bangladeshi People's Emotion during Covid-19 in Social Media Using Deep Learning 
    Pran, Md. Sabbir Alam; Bhuiyan, Md. Rafiuzzaman; Hossain, Syed Akhter; Abujar, Sheikh (IEEE, 2020-07)
    World is passing through a very uncertain circumstance as Coronavirus becoming a great threat. Staying in home is the best solution now to be safe. People are now passing their most of the time in social platform. They're ...
  • An Approach for Bengali Automatic Question Answering System using Attention Mechanism 
    Bhuiyan, Md. Rafiuzzaman; Masum, Abu Kaisar Mohammad; Abdullahil-Oaphy, Md.; Hossain, Syed Akhter; Abujar, Sheikh (IEEE, 2020-07)
    Question answering is a set of tools for obtaining detailed answers from user questions. At present, it is gaining very popularity day by day in the area of NLP research. There is a lot of work done in English. Still, ...
  • An Approach for Bengali Text Summarization using Word2Vector 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Mohibullah, Md.; Ohidujjaman; Hossain, Syed Akhter (Scopus, 2019-12-30)
    Text Summarization is one of the mentionable research areas of Natural language processing. Several approaches have already been developed in this concern. Such as - Abstractive approach and extractive approach. Most recent ...
  • BAAD: A Multipurpose Dataset for Automatic Bangla Offensive Speech Recognition 
    Hossain, Md. Fahad; Supto, Md. Al Abid; Chowdhury, Zannat; Chowdhury, Hana Sultan; Abujar, Sheikh (Elsevier, 2023-03-24)
    In spite of being the fifth most spoken native language in the world, Bangla has barely received any attention in the domain of audio and speech recognition. This article represents a speech dataset of Bengali Abusive Words ...
  • Bangla Continuous Handwriting Character and Digit Recognition Using CNN 
    Hasan, Fuad; Shuvo, Shifat Nayme; Abujar, Sheikh; Mohibullah, Md.; Hossain, Syed Akhter (Springer, 2020-03-04)
    There are several works in Bangla handwritten character recognition. Here a new methodology proposed to recognize the character from continuous Bangla handwritten character. The system’s main components are preprocessing, ...
  • 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 Speaker Accent Variation Detection by MFCC Using Recurrent Neural Network Algorithm 
    Mamun, Rezaul Karim; Abujar, Sheikh; Islam, Rakibul; Been Md. Badruzzaman, Khalid; Hasan, Mehedi (Springer, 2020-03-04)
    There are a number of languages accent differential applications that detect the different accents in assorted languages. The studies which have done before most of them are based on the English language and different ...
  • Bengali Abstractive Text Summarization Using Sequence to Sequence RNNs 
    Talukder, Md Ashraful Islam; Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Faisal, Fahad; Hossain, Syed Akhter (10th International Conference on Computing, Communication and Networking Technologies, IEEE, 2019-07-08)
    Text summarization is one of the leading problem of natural language processing and deep learning in recent years. Text summarization contains a condensed short note on a large text document. Our purpose is to create an ...
  • Bengali Accent Classification from Speech Using Different Machine Learning and Deep Learning Techniques 
    Badhon, S. M. Saiful Islam; Rahaman, Habibur; Rupon, Farea Rehnuma; Abujar, Sheikh (Springer, 2020-11-28)
    The work starts with a question “Does human vocal folds produce different wavelength when they speak in different accent of same language?” Generally, when humans hear the language, they can easily classify the accent and ...
  • Bengali Accent Classification from Speech Using Different Machine Learning and Deep Learning Techniques 
    Badhon, S. M. Saiful Islam; Rahaman, Habibur; Rupon, Farea Rehnuma; Abujar, Sheikh (Scopus, 2021)
    The work starts with a question “Does human vocal folds produce different wavelength when they speak in different accent of same language?” Generally, when humans hear the language, they can easily classify the accent and ...
  • Bengali Accent Classification from Speech Using Different Machine Learning and Deep Learning Techniques 
    Badhon, S. M. Saiful Islam; Rahaman, Habibur; Rupon, Farea Rehnuma; Abujar, Sheikh (Scopus, 2021)
    The work starts with a question “Does human vocal folds produce different wavelength when they speak in different accent of same language?” Generally, when humans hear the language, they can easily classify the accent and ...
  • Bengali Named Entity Recognition 
    Rifat, Md Jamiur Rahman; Abujar, Sheikh; Noori, Sheak Rashed Haider; Hossain, Syed Akhter (2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, 2019-07-08)
    Sequence labeling is a complex task in natural language processing where the data set used to be biased to a specific class mainly to “not named entity” class. Previously several machine learning approaches were harnessed ...
  • Bengali News Headline Generation on the Basis of Sequence to Sequence Learning Using Bi-Directional RNN 
    Masum, Abu Kaisar Mohammad; Islam, Md. Majedul; Abujar, Sheikh; Sorker, Amit Kumer; Hossain, Syed Akhter (Scopus, 2021)
    The newspaper provides significant information every day. Each news describes every event largely, but the headline contained a summary of the news. A meaningful headline is very good for a reader who can understand the ...
  • Bengali Question Answering System Using Seq2Seq Learning Based on General Knowledge Dataset 
    Keya, Mumenunnessa; Masum, Abu Kaisar Mohammad; Majumdar, Bhaskar; Hossain, Syed Akhter; Abujar, Sheikh (IEEE, 2020-07)
    Context-based QA system is a leading research area in NLP. An automatic QA system that can respond to the answer, and which is related to the given context. A deep learning-based model provides a more factual result for ...
  • A Bengali Text Generation Approach in Context of Abstractive Text Summarization Using RNN 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Islam, Md. Sanzidul; Faisal, Fahad; Hossain, Syed Akhter (Lecture Notes in Networks and Systems, Springer, 2020-03-04)
    Automatic text summarization is one of the mentionable research areas of natural language processing. The amount of data is increasing rapidly, and the necessity of understanding the gist of any text is just a mandatory ...
  • Bengali Text Generation Using Bi-directional RNN 
    Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Hossain, Syed Akhter; Hasan, Mahmudul; Chowdhury, S. M. Mazharul Hoque (10th International Conference on Computing, Communication and Networking Technologies, IEEE, 2019-07-06)
    Current world is growing so fast and communication between nation and different type of people with different language became part of our life. Even from buying product to our social life everything is dependent on ...
  • Common Human Diseases Prediction Using Machine Learning Based on Survey Data 
    Nahian, Jabir Al; Masum, Abu Kaisar Mohammad; Abujar, Sheikh; Mia, Md. Jueal (Scopus, 22-12-01)
    In this era, the moment has arrived to move away from disease as the primary emphasis of medical treatment. Although impressive, the multiple techniques that have been developed to detect the diseases. ...
  • Comparative Study on Abstractive Text Summarization 
    Talukder, Md Ashraful Islam; Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Akter, Sharmin; Hossain, Syed Akhter (11th International Conference on Computing, Communication and Networking Technologies, IEEE, 2020-10-15)
    This paper represents a comparative study and gives an overview on some of the great research work done on abstractive text summarization. Getting a gist part from a large text document is known as text summarization. In ...
  • Comparative Study on Abstractive Text Summarization 
    Talukder, Md Ashraful Islam; Abujar, Sheikh; Masum, Abu Kaisar Mohammad; Akter, Sharmin; Hossain, Syed Akhter (11th International Conference on Computing, Communication and Networking Technologies, IEEE, 2020-10-15)
    This paper represents a comparative study and gives an overview on some of the great research work done on abstractive text summarization. Getting a gist part from a large text document is known as text summarization. In ...

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