Department of Computer Science and Engineering
Mr. Sheikh Abujar  Lecturer (Senior Scale)
Name :
Mr. Sheikh Abujar
Employee ID
710002110
Designation
Lecturer (Senior Scale)  
Department
Department of Computer Science and Engineering
Faculty
Faculty of Science and Information Technology
Personal Webpage
https://faculty.daffodilvarsity.edu.bd/profile/cse/abujar.html
E-mail
sheikh.cse@diu.edu.bd
Phone
Cell-Phone
+8801673566566
  • Master of Science in Computer Science , Jahangirnagar University
  • Bachelor of Science in Computer Science and Engineering , Daffodil International University
  • Teacher’s Training in Daffodil International University.

Object Oriented Programming, Artificial Intelligence, Data mining, Software Engineering, System analysis and Design, Data Structure,Database Management System, Microprocessor and Assembly Language.

Journals:

 

  1. Sajal Acharjee, Sheikh Abujar, Shusa Acharjee, Shahidul Islam, "Decision Support System for Online Product Recommendation Service based on Consumer Behavior". International Journal of Computer Applications, ISSN: 0975 – 8887, ISBN: 973-93-80897-33-8, Volume 174– No.8, September 2017, Published by Foundation of Computer Science, New York, USA.
  2. Sheikh Abujar, M. S. I. Shahin, Anisur Rahman, Abdus Sattar, "State of the Art Research for Bangla Text to Speech on Android Platform".International Journal of Computer Applications, ISSN: 0975 – 8887, ISBN: 973-93-80896-85-1, Volume 170– No.1, Published by Foundation of Computer Science, New York, USA.

 

Conference Papers:

  1. 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 [Paper] [Scopus Indexed]
  2. 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. [Paper][Scopus Indexed]
  3. 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. [Paper][Scopus Indexed]
  4. 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. [Paper][Scopus Indexed]
  5. S. M. Mazharul Hoque Chowdhury, Sheikh Abujar, Mohd. Saifuzzaman, Priyanka Ghosh1, Syed Akhter Hossain “Sentiment Prediction Based on Lexical Analysis Using Deep Learning”. In: Advances in Intelligent Systems and Computing, vol 814. Springer, Singapore [Paper][Scopus Indexed]
  6. 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 [Paper][Scopus Indexed]
  7. 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 [Paper][Scopus Indexed]
  8. 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. [Paper][Scopus Indexed]
  9. 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 [Paper][Scopus Indexed]
  10. 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. [Paper][Scopus Indexed]
  11. 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 [Paper][Scopus Indexed]
  12. 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 [Proceeding] [Paper][Scopus Indexed]
  13. 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, [Proceeding] [Paper][Scopus Indexed]
  14. 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, [Proceeding] [Paper][Scopus Indexed]
  15.  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 [Paper][Scopus Indexed]
  16. 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 [Paper]
  17. 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 [Paper]
  1. 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 [Scopus Indexed]
  2. 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 [Scopus Indexed]
  3. 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 [Scopus Indexed]
  4. 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[Scopus Indexed]
  5. 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 [Scopus Indexed]
  6. 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[Scopus Indexed]
  7. 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 [Scopus Indexed]
  8. 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 [Scopus Indexed]
  9. 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 [Scopus Indexed]  

[Accepted:] 

  1. 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 .[Scopus Indexed]
  2. S M Mazharul Hoque Chowdhury, Sheikh Abujar, Ohidujjaman, Khalid Been Md Badruzzaman, Syed Akhter Hossain, "Product Review Analysis using Social Media Data based on Sentiment Analysis", 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 .[Scopus Indexed]
  3. 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 .[Scopus Indexed]
  4. 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 .[Scopus Indexed]
  5. S M Mazharul Hoque Chowdhury, Marzan Tasnim Oyshi, Sheikh Abujar, Syed Akhter Hossain, "Text Extraction through Video Lip Reading Using Deep Learning", 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 .[Scopus Indexed]
  6. Md Redone Hassan, SK Obidul Kadir, MdAminul Islam, Sheikh Abujar, "A knowledge base data mining based on parkinson's disease", 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 .[Scopus Indexed]
  •  Machine Learning
  • Natural Language Processing
  • Data Mining
  • Britannia University, Comilla, February 2015 to October 2017