Department of Computer Science and Engineering
Mr. Abu Kaisar Mohammad Masum  Lecturer
Name :
Mr. Abu Kaisar Mohammad Masum
Employee ID
710002636
Designation
Lecturer  
Department
Department of Computer Science and Engineering
Faculty
Faculty of Science and Information Technology
Personal Webpage
https://faculty.daffodilvarsity.edu.bd/profile/cse/abukaisar.html
E-mail
abu.cse@diu.edu.bd
Phone
Cell-Phone
+8801676882085

Bachelor of Science in Computer Science and Engineering from Daffodil International University.

  • Attending a 4 Day-long Teacher’s Training Program at Daffodil International University.
  • Conducting a Semester-long BootCamp- "Zero to Machine Learning-1". 
  • Conducting a Semester-long BootCamp- "Zero to Machine Learning-2".
  • Conducting a session on-"Introduction to Machine Learning" by Daffodil International University Girls' Computer Programming Club.
  • Conducting a session on "A to Z of International Conferences & Journals" by Daffodil International University Girls' Computer Programming Club.
  • Machine Learning
  • Artificial Intelligence
  • Data Mining
  • Object Oriented Programming
  • Software Project

Journal Paper

 

  1. Jabir Al Nahian, Abu Kaisar Mohammad Masum, Muntaser Mansur Syed, Sheikh Abujar, "An Insight into The Intricacies of Lingual Paraphrasing Pragmatic Discourse on The Purpose of Synonyms", Bulletin of Electrical Engineering and Informatics Journal, 2022, Vol 11, No 4, Index: (Scopus). [Paper]

 

Conference Paper

 

  1. Abu Kaisar Mohammad Masum, Sheikh Abujar, Sharmin Akter, Nushrat Jahan Ria,Syed Akhter Hossain, "Transformer Based Bengali Chatbot Using General Knowledge Dataset" 20th IEEE International Conference On Machine Learning And Applications (ICMLA), Pasadena, California, USA, December 16-17, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  2. Abu Kaisar Mohammad Masum, Sharun Akter Khushbu, Mumenunnessa Keya, Sheikh Abujar, Syed Akhter Hossain, "COVID-19 in Bangladesh: A Deeper Outlook into The Forecast with Prediction of Upcoming Per Day Cases Using Time Series", 9th International Young Scientists Conference in
  3. Computational Science (YSC’2020), University of Amsterdam (UvA) and ITMO University, Russia, September 5-13, 2020, Proceedings: Procedia, Elsevier (Scopus). [Paper]
  4. Mirajul Islam, Nushrat Jahan Ria, Jannatul Ferdous Ani, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "Deep Learning Based Classification System For Recognizing Local Spinach", 2nd International Conference on Deep Learning, Artificial Intelligence and Robotics , (ICDLAIR) 2020, University of Salerno, Italy, on 7-18 December 2020. Proceedings: LNNS Springer Series (Scopus Indexed). [Paper]
  5. Md Sany, Mahadi Hasan, Mumenunnesa Keya, Sharun Akter Khushbu, Akm Shahariar Azad Rabby, Abu Kaisar Mohammad Masum, "An opinion mining of text in COVID-19 issues along with comparative study in ML, BERT & RNN", 3rd International Conference on Deep Learning, Artificial Intelligence and Robotics , (ICDLAIR) 2022, University of Salerno, Italy, on 7-18 December 2020. Proceedings: LNNS Springer Series (Scopus Indexed). [Paper]
  6. Abu Kaisar Mohammad Masum, Sheikh Abujar, Md Ashraful Islam Talukder,Akm Shahariar Azad Rabby, 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). [Paper]
  7. 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). [Paper]
  8. Abu Kaisar Mohammad Masum, Md. Majedul Islam, Sheikh Abujar, Amit Kumer Sorkar, Syed Akhter Hossain."Bengali News Headline Generation On The Basis Of Sequence to Sequence Learning Using Bi-Directional RNN ".Third (IC3-2020) International Conference on Computing & Communication 20-21 March 2020 Sikkim. Springer AISC Series (Scopus). [Paper]
  9. 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). [Paper]
  10. 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: LNNS Springer Series (Scopus). [Paper]
  11. 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). [Paper]
  12. 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). [Paper]
  13. Majedul Islam, Abu Kaisar Mohammad Masum, Md Golam Rabbani, Raihana Zannat and Mushfiqur Rahman,"Performance Measurement of Multiple Supervised Learning Algorithms for Bengali News Headline Sentiment Classification ". 8th International Conference on System Modeling & Advancement in Research Trends, Teerthanker Mahaveer University, Moradabad, India,22 -23 November, 2019,Proceedings: IEEE Xplorer (Scopus). [Paper]
  14. Abdul Mohaimin Rahat, Abdul Kahir, Abu Kaisar Mohammad Masum,"Comparison of Naive Bayes and SVM Algorithm Based on Sentiment Analysis using Review Dataset ",8th International Conference on System Modeling & Advancement in Research Trends, Teerthanker Mahaveer University, Moradabad, India,22 -23 November, 2019,Proceedings: IEEE Xplorer(Scopus). [Paper]
  15. Hasanuzzaman Anuz, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "Musical Instrument Classification Based On Machine Learning Algorithm", 2nd INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS 2020). Institute of Engineering & Management, Kolkata, West Bengal. India on 2nd and 4th July, 2020, Proceedings: Springer (AISC) Series (Scopus). [Paper]
  16. Sheikh Abujar, Abu Kaisar Mohammad Masum, Abhishek Bhattacharya, Soumi Dutta, Syed Akhter Hossain, "English to Bengali Neural Machine Translation Using Global Attention Mechanism", 2nd INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS 2020). Institute of Engineering & Management, Kolkata, West Bengal. India on 2nd and 4th July, 2020, Proceedings: Springer (AISC) Series (Scopus). [Paper]
  17. Rafiuzzaman Bhuiyan, Mumenunnessa Keya, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "An Approach for Bengali News Headline Classification Using LSTM", 2nd INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS 2020). Institute of Engineering & Management, Kolkata, West Bengal. India on 2nd and 4th July, 2020, Proceedings: Springer (AISC) Series (Scopus). [Paper]
  18. Mumenunnessa Keya, Abu Kaisar Mohammad Masum, Sheikh Abujar, Sharmin Akter, Syed Akhter Hossain, "Bengali Context-Question Similarity Using Universal Sentence Encoder", 2nd INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS 2020). Institute of Engineering & Management, Kolkata, West Bengal. India on 2nd and 4th July, 2020, Proceedings: Springer (AISC) Series (Scopus). [Paper]
  19. Rafidul Hasan Khan, Umme Sanzida Afroz, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "A Deep Learning Approach to Detect Depression from Bengali Text", 2nd INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS 2020). Institute of Engineering & Management, Kolkata, West Bengal. India on 2nd and 4th July, 2020, Proceedings: Springer (AISC) Series (Scopus). [Paper]
  20. Muhaiminul Islam, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "Prediction of chronic Insomnia using Machine Learning Techniques", 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 1-3, 2020. Proceedings: IEEE Xplorer (Scopus). [Paper]
  21. Mumenunnessa Keya, Abu Kaisar Mohammad Masum, Bhaskar Majumdar, Sheikh Abujar, Syed Akhter Hossain, "Bengali Question Answering System Using Seq2Seq Learning Based on General Knowledge Dataset", 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 1-3, 2020. Proceedings: IEEE Xplorer (Scopus). [Paper]
  22. Rafiuzzaman Bhuiyan, Abu Kaisar Mohammad Masum, Md. Abdullahil- Oaphy, Sheikh Abujar, Syed Akhter Hossain, "An Approach for Bengali Automatic Question Answering System using Attention Mechanism", 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 1-3, 2020. Proceedings: IEEE Xplorer (Scopus). [Paper]
  23. Sharun Akter Khushbu, Abu Kaisar Mohammad Masum, Sheikh Abujar, 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 Kharagpur, July 1-3, 2020. Proceedings: IEEE Xplorer (Scopus). [Paper]
  24. Nushrat Jahan Ria, Sharun Akter Khushbu, Mohammad Abu Yousuf, Abu Kaisar Mohammad Masum, Sheikh Abujar, 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 Kharagpur, July 1-3, 2020. Proceedings: IEEE Xplorer (Scopus). [Paper] [SCISPACE]
  25. Fatema Akter Fouzia,Minhajul Abedin Rahat, Tahmid Alie-Al -Mahdi, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "A Bengali Text Summarization using Encoder-Decoder Based on Social Media Dataset",2nd INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS 2020). Institute of Engineering & Management, Kolkata, West Bengal. India on 2nd and 4th July, 2020, Proceedings: Springer (AISC) Series (Scopus Indexed). [Paper]
  26. Muhaiminul Islam, Mohiyminul Islam , Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "Abstraction based Bengali text summarization using Bi-directional attentive Recurrent Neural Networks", 2nd INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS 2020). Institute of Engineering & Management, Kolkata, West Bengal. India on 2nd and 4th July, 2020, Proceedings: Springer (AISC) Series (Scopus Indexed). [Paper]
  27. Rafidul Hasan Khan, Umme Sanzida Afroz, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "A Deep Learning Approach to Detect Depression from Bengali Text", 2nd INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES IN DATA MINING AND INFORMATION SECURITY (IEMIS 2020). Institute of Engineering & Management, Kolkata, West Bengal. India on 2nd and 4th July, 2020, Proceedings: Springer (AISC) Series (Scopus Indexed). [Paper]
  28. Muhaiminul Islam, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain, "A systematic way of collecting data of insomniac patients: an analytical survey", 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 1-3, 2020. Proceedings: IEEE Xplorer (Scopus Indexed). [Paper]
  29. Sumiya Islam, Nusrat Nabi, Sharun Akter Khushbu, Nushrat Jahan Ria, Abu Kaisar Mohammad Masum, "A process of finding common symptoms among PCOS patients through a survey", 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  30. Nusrat Nabi, Sumiya Islam, Sharun Akter Khushbu, Abu Kaisar Mohammad Masum, "Machine Learning Approach: Detecting Polycystic Ovary Syndrome & Its Impact on Bangladeshi Women", 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  31. Rozanee Kanta Das, Alaya Refat Tinni, Tanjina Zaman Rinvee, Sharun Akter Khushbu, Abu Kaisar Mohammad Masum,"A Survey Analysis of Student Attachment on Computer Science Towards Universities Purposes",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  32. M. Shahriar Islam, Sharun Akter Khushbu, Farzana Yesmin, Abu Kaisar Mohammad Masum, "Bengali Words Classification By It's Prefix Using Machine Learning Classifiers",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  33. Jannatul Ferdous Ani, Mirajul Islam, Nushrat Jahan Ria, Sharmin Akter, Abu Kaisar Mohammad Masum, "Estimating Gender Based On Bengali Conventional Full Name With Various Machine Learning Techniques",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  34. Mirajul Islam, Nushrat Jahan Ria, Jannatul Ferdous Ani, Abu Kaisar Mohammad Masum, "Performance Comparison of Multiple Supervised Learning Algorithms for YouTube Exaggerated Bangla Titles Classification",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  35. Nushrat Jahan Ria, Jannatul Ferdous Ani, Mirajul Islam, Abu Kaisar Mohammad Masum, "Standardization Of Rainfall Prediction In Bangladesh Using Machine Learning Approach",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  36. Umme Sanzida Afroz, Md. Rafidul Hasan Khan, Sharun Akter Khushbu, Abu Kaisar Mohammad Masum, "Refinement of Bengali Obscene Words using sequence to sequence RNNs",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  37. Zahin Hossain George, Naimul Hossain, Md. Rafiuzzaman Bhuiyan, Abu Kaisar Mohammad Masum, Sheikh Abujar, "Bangla Fake News Detection Based On Multichannel Combined CNN-LSTM",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  38. Tofayel Ahamed Topu, Sunzida Siddique, Abu Kaisar Mohammad Masum, Sharun Akter Khushbu, S.M. Saiful Islam Badhon, Sheikh Abujar, "Bengali Continuous Speech Voice-Based Gender Classification",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  39. Anika Anjum, Mumenunnessa Keya, Abu Kaisar Mohammad Masum, Dr. Sheak Rashed Haider Noori, "Fake and Authentic News Detection Using Social Data Strivings",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  40. Mridul Das Joshe, Nazmul Hassan Emon, Mirajul Islam, Nushrat Jahan Ria, Abu Kaisar Mohammad Masum, Sheak Rashed Haider Noori, "Symptoms Analysis Based Chronic Obstructive Pulmonary Disease Prediction In Bangladesh Using Machine Learning Approach",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  41. Jannatul Ferdous Ani, Mirajul Islam, Nushrat Jahan Ria, Abu Kaisar Mohammad Masum, Sheikh Abujar, "NPABT: Naming Pattern Analysis Of Bengali Text To Detect Various Community Using Machine Learning Approach",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]
  42. Musfiqur Rahman, Sharun Akter Khushbu, Abu Kaisar Mohammad Masum, Sheak Rashed Haider Noori, "Associative datamining Survey on Modern Era People's engagement of Gaming addiction",12th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, July 6-8, 2021. Proceedings: IEEE Xplorer (Scopus). [Paper]

 

  • Natural Language Processing
  • Machine Learning
  • Deep Learning
  • Data Mining
  • Adaptative Algorithm
  • ''The Best Performing Faculty Member AWARD" by Daffodil International University.
  • "Best Researcher AWARD-2020" by Daffodil International University.
  • Certification in recognition of Scholarly Publication in Reputed Indexed Journal, by Daffodil International University (2019, 2020).
  • "Research Award" at DIU NLP and Machine Learning Research Lab for Outstanding Research Contribution on the Year of 2019, 2020.
  • "Best Paper" at 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kanpur, India.
  • Research Assistant at the Apurba-DIU R&D Lab (Full Time)