Publications

  1. A Comprehensive Text Analysis for Bengali TTS using Unicode [Scopus Indexed]

    Sheikh Abujar, Mahmudul Hasan, “A Comprehensive Text Analysis for Bengali TTS using Unicode” 5th IEEE International Conference on Informatics, Electronics and Vision (ICIEV), 13-14 May 2016, Dhaka, Bangladesh

  2. A Heuristic Approach of Text Summarization for Bengali Documentation [Scopus Indexed]

    Sheikh Abujar, Mahmudul Hasan, MSI Shahin, Sayed Akter Hossain “A Heuristic Approach of Text Summarization for Bengali Documentation”. 8th IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT), July 3-5, 2017. IIT Delhi, India.

  3. Sentence Similarity Estimation for Text Summarization Using Deep Learning [Scopus Indexed]

    Sheikh Abujar, Mahmudul Hasan, Sayed Akter Hossain "Sentence Similarity Estimation for Text Summarization Using Deep Learning". In: Advances in Intelligent Systems and Computing, vol 828. pp 155-164, Springer, Singapore.

  4. Sentiment Analysis of Tweet Data: The Study of Sentimental State of Human from Tweet Text [Scopus Indexed]

    Chowdhury S.M.M.H., Ghosh P., Sheikh Abujar , Arina Afrin M., Akhter Hossain S. "Sentiment Analysis of Tweet Data: The Study of Sentimental State of Human from Tweet Text ". In: Advances in Intelligent Systems and Computing, vol 813. Springer, Singapore.

  5. Sentence-Based Topic Modeling Using Lexical Analysis [Scopus Indexed]

    Rahman S, Sheikh Abujar, Mazharul Hoque Chowdhury S.M., Saifuzzaman M., Syed Akhter Hossain "Sentence-Based Topic Modeling Using Lexical Analysis ". In: Advances in Intelligent Systems and Computing, vol 814. Springer, Singapore

  6. Bangla Handwritten Digit Recognition using Convolutional Neural Network [Scopus Indexed]

    AKM Shahariar Azad Rabby, Sheikh Abujar, Sadeka Haque and Syed Akhter Hossain “Bangla Handwritten Digit Recognition using Convolutional Neural Network”. In: Advances in Intelligent Systems and Computing, vol 755. Springer, Singapore

  7. A Universal Way to Collect and Process Handwritten Data for Any Language [Scopus Indexed]

    Akm Shahariar Azad Rabby, Sadeka Haque, Shammi Akter Shahinoor, Sheikh Abujar and Syed Akhter Hossain "A Universal Way to Collect and Process Handwritten Data for Any Language", In: Procedia Computer Science (Elsevier),Volume 143, 2018, Pages 502-509.

  8. BornoNet: Bangla Handwritten Characters Recognition using Convolutional Neural Network [Scopus Indexed]

    Akm Shahariar Azad Rabby, Sadeka Haque, Sheikh Abujar and Syed Akhter Hossain "BornoNet: Bangla Handwritten Characters Recognition using Convolutional Neural Network ", In: Procedia Computer Science (Elsevier),Volume 143, 2018, Pages 528-535

  9. EkushNet: Using Convolutional Neural Network for Bangla Handwritten Recognition [Scopus Indexed]

    Akm Shahariar Azad Rabby, Sadeka Haque, Sheikh Abujar and Syed Akhter Hossain "EkushNet: Using Convolutional Neural Network for Bangla Handwritten Recognition " In: Procedia Computer Science (Elsevier), Volume 143, 2018, Pages 603-610.

  10. A Potent Model to Recognize Bangla Sign Language Digits Using Convolutional Neural Network [Scopus Indexed]

    Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi , AKM Shahariar Azad Rabby , Sheikh Abujar , Sayed Akhter Hossain "A Potent Model to Recognize Bangla Sign Language Digits Using Convolutional Neural Network ", In: Procedia Computer Science (Elsevier), Volume 143, 2018, Pages 611-618

  11. Ekush: A Multipurpose and Multitype Comprehensive Database for Online Off-line Bangla Handwritten Characters [Scopus Indexed]

    Akm Shahariar Azad Rabby, Sadeka Haque, Md. Sanzidul Islam, Sheikh Abujar and Sayed Akhter Hossain "Ekush: A Multipurpose and Multitype Comprehensive Database for Online Off-line Bangla Handwritten Characters", In: Communications in Computer and Information Science, volume: 1037, pp. 1–10, Springer

  12. Ishara-Bochon: The First Multipurpose Open Access Dataset for Bangla Sign Language Isolated Digits [Scopus Indexed]

    Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, Nazmul A. Jessan, Akm Shahariar Azad Rabby, Sheikh Abujar and Sayed Akhter Hossain "Ishara-Bochon: The First Multipurpose Open Access Dataset for Bangla Sign Language Isolated Digits", In: Communications in Computer and Information Science, volume: 1035, pp. 1–9, Springer,

  13. onkogan: Bangla Handwriting Generation with Deep Convolutional Generative [Scopus Indexed]

    Sadeka Haque, Shammi Akter Shahinoor, Akm Shahariar Azad Rabby, Sheikh Abujar and Syed Akhter Hossain, "onkogan: Bangla Handwriting Generation with Deep Convolutional Generative", In: Communications in Computer and Information Science, volume: 1037, pp. 1–10, Springer,

  14. Sequence-to-sequence Bangla Sentence Generation with LSTM Recurrent Neural Networks [Scopus Indexed]

    Sanzidul Islam, Sadia Sultana Sharmin Mousumi, Sheikh Abujar and Syed Akhter Hossain, "Sequence-to-sequence Bangla Sentence Generation with LSTM Recurrent Neural Networks" In: Procedia Computer Science, Elsevier, Volume 152, 2019, Pages 51-58

  15. Fraud Detection of Facebook Business Page Based on Sentiment Analysis

    Nasrin S., Ghosh P., Chowdhury S.M.M.H., Sheikh Abujar, Syed Akhter Hossain, "Fraud Detection of Facebook Business Page Based on Sentiment Analysis", In: Algorithms for Intelligent Systems. Springer, Singapore

  16. A Novel Approach for Tomato Diseases Classification Based on Deep Convolutional Neural Networks

    Ferdouse Ahmed Foysal M., Shakirul Islam M., Sheikh Abujar , Akhter Hossain S. "A Novel Approach for Tomato Diseases Classification Based on Deep Convolutional Neural Networks". In: Algorithms for Intelligent Systems. Springer, Singapore

  17. Bengali Named Entity Recognition: A survey with deep learning benchmark [Scopus Indexed]

    Md Jamiur Rahman Rifat, Sheikh Abujar, Sheak Rashed Haider Noori, Syed Akhter Hossain, "Bengali Named Entity Recognition: A survey with deep learning benchmark", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  18. Abstractive method of text summarization with sequence to sequence RNNs [Scopus Indexed]

    Abu Kaisar Mohammad Masum, Sheikh Abujar , Akm Shahariar Azad Rabby, Md Ashraful Islam Talukder, Syed Akhter Hossain, "Abstractive method of text summarization with sequence to sequence RNNs", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  19. Text analysis for Bengali Text Summarization using Deep Learning [Scopus Indexed]

    Abdullah Al Munzir, Md Lutfor Rahman, Sheikh Abujar, Ohidujjaman, Syed Akhter Hossain, "Text analysis for Bengali Text Summarization using Deep Learning", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  20. Bengali abstractive text summarization using sequence to sequence RNNs [Scopus Indexed]

    Md Ashraful Islam Talukder, Sheikh Abujar, Abu Kaisar Mohammad Masum , Fahad Faisal, Syed Akhter Hossain, "Bengali abstractive text summarization using sequence to sequence RNNs", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  21. An Approach for Bengali Text Summarization using Word2Vector [Scopus Indexed]

    Sheikh Abujar, Abu Kaisar Mohammad Masum, Md Mohibullah, Ohidujjaman, Syed Akhter Hossain, "An Approach for Bengali Text Summarization using Word2Vector", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  22. Sentence Similarity Measurement for Bengali Abstractive Text Summarization [Scopus Indexed]

    Abu Kaisar Mohammad Masum, Sheikh Abujar, Raja Tariqul Hasan Tusher, Fahad Faisal, Syed Akhter Hossain, "Sentence Similarity Measurement for Bengali Abstractive Text Summarization", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  23. Sentiment Extraction From Text Using Emotion Tagged Corpus [Scopus Indexed]

    Thasina Tabashum, Abdul Mutalab Shaykat, Sheikh Abujar, Md Mohibullah, Shekhor Chandan, "Sentiment Extraction From Text Using Emotion Tagged Corpus", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  24. Bengali Text generation Using Bi-directional RNN [Scopus Indexed]

    Sheikh Abujar, Abu Kaisar Mohammad Masum, S M Mazharul Hoque Chowdhury, Mahmudul Hasan, Syed Akhter Hossain, "Bengali Text generation Using Bi-directional RNN", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  25. Machine Learning Applied to Kidney Disease Prediction: Comparison Study [Scopus Indexed]

    Akm Shahariar Azad Rabby, Rezwana Mamata, Monira Akter Laboni, Ohiduzzaman, Sheik Abujar, Syed Akhter Hossain "Machine Learning Applied to Kidney Disease Prediction: Comparison Study", 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, July 6-8, 2019. Proceedings: IEEE Xplorer

  26. A knowledge base data mining based on parkinson's disease [Scopus Indexed]

    Md Redone Hassan, SK Obidul Kadir, MdAminul Islam, Sheikh Abujar, "A knowledge base data mining based on parkinson's disease", 8th International Conference on System Modeling & Advancement in Research Trends (SMART2019) on 22nd -23rd November 2019.

  27. Generating Bengali News Headlines: An Attentive Approach with Sequence-to-Sequence Networks [Scopus Indexed]

    Mushfiqus Salehin, Ashik Ahamed Aman Rafat, Fazle Rabby Khan and Sheikh Abujar, " Generating Bengali News Headlines: An Attentive Approach with Sequence-to-Sequence Networks" 8th International Conference on System Modeling & Advancement in Research Trends (SMART2019) on 22nd -23rd November 2019.

  28. Vector Representation of Bengali Word Using Various Word Embedding Model [Scopus Indexed]

    Ashik Ahmed Aman Rafat, Mushfiqus Salehin, Fazle Rabby Khan, Syed Akhter Hossain and Sheikh Abujar, "Vector Representation of Bengali Word Using Various Word Embedding Model", 8th International Conference on System Modeling & Advancement in Research Trends (SMART2019) on 22nd -23rd November 2019.

  29. A Bengali Text Generation Approach in Context of Abstractive Text Summarization using RNN [Scopus Indexed]

    Sheikh Abujar, Abu Kaisar Mohammad Masum, Sanzid Kawsar, Fahad Faisal, Syed Akhter Hossain, "A Bengali Text Generation Approach in Context of Abstractive Text Summarization using RNN", 7th International Conference on Innovations in Computer Science and Engineering,Hyderabad, Telangana from 16th - 17th August, 2019. Proceedings: Lecture Notes in Networks and Systems, Springer .

  30. Bangla Speaker Acccent Variation Detection by MFCC using Recurrent Neural Network Algorithm: A Distinct Approach [Scopus Indexed]

    Rezaul Karim Mamun, Sheikh Abujar, Rakibul Islam, Khalid Been Md Badruzzaman, Mehedi Hasan, "Bangla Speaker Acccent Variation Detection by MFCC using Recurrent Neural Network Algorithm: A Distinct Approach", 7th International Conference on Innovations in Computer Science and Engineering,Hyderabad, Telangana from 16th - 17th August, 2019. Proceedings: Lecture Notes in Networks and Systems, Springer

  31. Bangla Continuous Handwriting Character and Digit Recognition Using CNN [Scopus Indexed]

    Shifat Nayme Shuvo, Md Fuad Hasan, Sheikh Abujar, Md Mohibullah, Syed Akhter Hossain, "Bangla Continuous Handwriting Character and Digit Recognition Using CNN", 7th International Conference on Innovations in Computer Science and Engineering,Hyderabad, Telangana from 16th - 17th August, 2019. Proceedings: Lecture Notes in Networks and Systems, Springer .

  32. A Continuous Word Segmentation of Bengali Noisy Speech [Scopus Indexed]

    Md. Fahad hossain, Md. Mehedi Hasan, Hasmot Ali, Sheikh Abujar, “A Continuous Word Segmentation of Bengali Noisy Speech”, In: Advances in Intelligent Systems and Computing, IC3 2020, Springer, Singapore

  33. MathNET: Using CNN Bangla Handwritten Digit, Mathematical Symbols and Trigonometric Function Recognition [Scopus Indexed]

    Shifat Nayme Shuvo, Fuad Hasan, Mohi Uddin Ahmed, Syed Akhter Hossain and Sheikh Abujar, “MathNET: Using CNN Bangla Handwritten Digit, Mathematical Symbols and Trigonometric Function Recognition”, In: Advances in Intelligent Systems and Computing, IC3 2020, Springer, Singapore

  34. Bengali Accent Classification from Speech using Different Machine learning and Deep learning techniques [Scopus Indexed]

    S.M.Saiful Islam Badhon, Md. Habibur Rahaman, Farea Rehnuma Rupon and Sheikh Abujar, “Bengali Accent Classification from Speech using Different Machine learning and Deep learning techniques”, In: Advances in Intelligent Systems and Computing, IC3 2020, Springer, Singapore

  35. Bengali News Headline Generation On The Basis Of Sequence to Sequence Learning Using Bi-Directional RNN [Scopus Indexed]

    Abu Kaisar Mohammad Masum, Md. Majedul Islam, Sheikh Abujar , Amit Kumer Sorkar and Syed Akhter Hossain, “Bengali News Headline Generation On The Basis Of Sequence to Sequence Learning Using Bi-Directional RNN”, In: Advances in Intelligent Systems and Computing, IC3 2020, Springer, Singapore

  36. Musical Instrument Classification Based On Machine Learning Algorithm [Scopus Indexed]

    Hasanuzzaman Anuz, Abu Kaisar Mohammad Masum and Sheikh Abujar, “Musical Instrument Classification Based On Machine Learning Algorithm”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  37. A Bengali Text Summarization using Encoder-Decoder Based on Social Media Dataset [Scopus Indexed]

    Fatema Akter Fouzia, Tahmid Alie - Al - Mahdi, Minhajul Abedin Rahat, Abu Kaisar Mohammad Masum and Sheikh Abujar, “A Bengali Text Summarization using Encoder-Decoder Based on Social Media Dataset”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  38. A Language-Independent Speech Data Collection and Preprocessing Technique [Scopus Indexed]

    S.M.Saiful Islam Badhon, Farea Rehnuma Rupon, Md. Habibur Rahaman and Sheikh Abujar, “A Language-Independent Speech Data Collection and Preprocessing Technique”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  39. Bangla Handwritten Math Recognition and Simplification Using Convolutional Neural Network [Scopus Indexed]

    Bangla Handwritten Math Recognition and Simplification Using Convolutional Neural Network

  40. SEMANTICS EXPLORATION FOR AUTOMATIC BANGLA SPEECH RECOGNITION [Scopus Indexed]

    S.M.Zahidul Islam, Akteruzzaman and Sheikh Abujar, “SEMANTICS EXPLORATION FOR AUTOMATIC BANGLA SPEECH RECOGNITION”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  41. A GLOBAL TECHNIQUE DATA PRE-PROCESSING FOR AUTOMATIC SPEECH RECOGNITION [Scopus Indexed]

    Akteruzzaman, S.M.Zahidul Islam and Sheikh Abujar, “A GLOBAL TECHNIQUE DATA PRE-PROCESSING FOR AUTOMATIC SPEECH RECOGNITION”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  42. English to Bengali Neural Machine Translation Using Global Attention Mechanism [Scopus Indexed]

    Sheikh Abujar and Abu Kaisar Mohammad Masum, “English to Bengali Neural Machine Translation Using Global Attention Mechanism”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  43. An Approach for Bengali News Headline Classification Using LSTM [Scopus Indexed]

    Md. Rafiuzzaman Bhuiyan, Abu Kaisar Mohammad Masum and Sheikh Abujar, “An Approach for Bengali News Headline Classification Using LSTM”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  44. Bengali Context-Question Similarity Using Universal Sentence Encoder [Scopus Indexed]

    Mumenunnessa Keya, Abu Kaisar Mohammad Masum, Sheikh Abujar, Sharmin Akter and Syed Akhter Hossain“Bengali Context-Question Similarity Using Universal Sentence Encoder”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  45. Abstraction based Bengali text summarization using Bi-directional attentive Recurrent Neural Networks [Scopus Indexed]

    Md. Muhaiminul Islam, Mohiyminul Islam, Abu Kaisar Mohammad Masum and Sheikh Abujar, “Abstraction based Bengali text summarization using Bi-directional attentive Recurrent Neural Networks”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  46. Bengali News Classification Using Long Short Term Memory [Scopus Indexed]

    Md. Ferdouse Ahmed Foysal, Syed Tangim Pasha, Sheikh Abujar and Syed Akhter Hossain, “Bengali News Classification Using Long Short Term Memory”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  47. A Deep Learning Approach to Detect Depression from Bengali Text [Scopus Indexed]

    Md. Rafidul Hasan Khan, Umme Sanzida Afroz, Abu Kaisar Mohammad Masum and Sheikh Abujar, “A Deep Learning Approach to Detect Depression from Bengali Text”, In: Advances in Intelligent Systems and Computing, IEMIS 2020, Springer, Singapore

  48. Comparative Study on Abstractive Text Summarization [Scopus Indexed]

    Md Ashraful Islam Talukder, Sheikh Abujar, Abu Kaisar Mohammad Masum, Sharmin Akter and Syed Akhter Hossain, “Comparative Study on Abstractive Text Summarization”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  49. Sentiment Analysis from Bengali Depression Dataset using Machine Learning [Scopus Indexed]

    Sentiment Analysis from Bengali Depression Dataset using Machine Learning

  50. A systematic way of collecting data of insomniac patients: an analytical survey [Scopus Indexed]

    Md. Muhaiminul Islam, Abu Kaisar Mohammad Masum and Sheikh Abujar, “A systematic way of collecting data of insomniac patients: an analytical survey”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  51. State of art Research in Bengali Speech Recognition [Scopus Indexed]

    S.M. Saiful Islam Badhon, Md. Habibur Rahaman, Farea Rehnuma Rupon and Sheikh Abujar, “State of art Research in Bengali Speech Recognition”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  52. Prediction of chronic Insomnia using Machine Learning Techniques [Scopus Indexed]

    Md. Muhaiminul Islam, Abu Kaisar Mohammad Masum and Sheikh Abujar, “Prediction of chronic Insomnia using Machine Learning Techniques”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  53. Bengali Question Answering System Using Seq2Seq Learning Based on General Knowledge Dataset [Scopus Indexed]

    Mumenunnessa Keya, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain and Bhaskar Majumdar, “Bengali Question Answering System Using Seq2Seq Learning Based on General Knowledge Dataset”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  54. An Approach for Bengali Automatic Question Answering System using Attention Mechanism [Scopus Indexed]

    Md. Rafiuzzaman Bhuiyan, Abu Kaisar Mohammad Masum and Sheikh Abujar, “An Approach for Bengali Automatic Question Answering System using Attention Mechanism”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  55. Neural Network Based Bengali News Headline Multi Classification System: Selection of Features describes Comparative Performance [Scopus Indexed]

    Sharun Akter Khushbu, Abu Kaisar Mohammad Masum, Sheikh Abujar and Syed Akhter Hossain, “Neural Network Based Bengali News Headline Multi Classification System: Selection of Features describes Comparative Performance”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  56. Preprocessing of Continous Bengali Speech For Feature Extraction [Scopus Indexed]

    Mehedi Hasan, Hasmot Ali, Md.Fahad Hossain and Sheikh Abujar, “Preprocessing of Continous Bengali Speech For Feature Extraction”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  57. Toward an Enhanced Bengali Text classification Using Saint and Common Form [Scopus Indexed]

    Nushrat Jahan Ria, Sharun Akter Khushbu, Mohammad Abu Yousuf, Abu Kaisar Mohammad Masum, Sheikh Abujar and Syed Akhter Hossain, “Toward an Enhanced Bengali Text classification Using Saint and Common Form”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer

  58. Handwritten Polynomial Equation Recognition and Simplification Using Convolutional Neural Network [Scopus Indexed]

    Shifat Nayme, Fuad Hasan, Sheikh Abujar and Syed Akhter Hossain, “ Handwritten Polynomial Equation Recognition and Simplification Using Convolutional Neural Network”, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Khargpur, July 1-3, 2020. Proceedings: IEEE Xplorer