Research

1. Internet of Things (IoT)

2. Artificial Intelligence (AI)

3. Machine Learning 

4. Data Mining

5. Software Testing 

1. Awarded for Research Contribution 2023, Department of Computer Science and Engineering, Daffodil International University. [Certificate]

2. Certification of Excellence 2020–2022: Open Access Contributions to Sustainable Development Goals from Elsevier. [Certificate]

3. Awarded for Research Contribution 2021, Department of Computer Science and Engineering, Daffodil International University. [Certificate]

4. Awarded for Research Contribution 2020, Department of Computer Science and Engineering, Daffodil International University. [Certificate]

5. Awarded for Research Contribution 2019, Department of Computer Science and Engineering, Daffodil International University. [Certificate]

6. Felicitation for Outstanding Research Contribution 2018, DIU NLP & Machine Learning Lab, Department of Computer Science and Engineering, Daffodil International University. [Certificate]

7. On 15th Foundation Day, Got 2nd prize (as an undergraduate student) in project showcasing at Daffodil International University, Ashulia Campus,2017. 

• Journal Papers

  1. Mohd. Saifuzzaman, Ashraf Hossain Khan, Nazmun Nessa Moon and Fernaz Narin Nur “Smart Security for an Organization Based on IoT” on International Journal of Computer Applications (IJCA), Volume 165, Number 10, May 2017, New York, USA.

  2. Mohd. Saifuzzaman, Md Mosfikur Rahman, Syeda Farjana Shetu, Nazmun Nessa Moon "COVID-19 and Bangladesh: Situation Report, Comparative Analysis, and Case Study" on Current Research in Behavioral Sciences, Volume 2, 2021, 100034, ISSN 2666-5182, Elsevier. doi: https://doi.org/10.1016/j.crbeha.2021.100034

• Conference Papers

  1. Mohd. Saifuzzaman, Syeda Farjana Shetu, Nazmun Nessa Moon, Fernaz Narin Nur and Mohammad Hanif Ali "IoT Based Street Lighting Using Dual Axis Solar Tracker and Effective Traffic Management System Using Deep Learning: Bangladesh Context" on 11th International Conference on Computing, Communication And Networking Technologies (ICCCNT 2020), July 1-3, 2020, IIT Kharagpur, West Bengal, India.

  2. Syeda Farjana Shetu, Mohd. Saifuzzaman, Nazmun Nessa Moon and Fernaz Narin Nur “A Survey of Botnet in Cyber Security” on 2nd International Conference On Intelligent Communication and Computational Techniques (ICCT-2019), IEEE Conference, Manipal University, Jaipur, India.

  3. Mohd. Saifuzzaman, Nazmun Nessa Moon & Fernaz Narin Nur, “IoT Based Street Lighting and Traffic Management System” on IEEE Region 10 Humanitarian Technology Conference (R10-HTC), 2018, BUET, Dhaka, Bangladesh.

• Journal Papers

  1. Nazmun Nessa Moon, Shaheena Sultana, Fernaz Narin Nur, Mohd. Saifuzzaman, "A Literature Review of the Trend of Electronic Commerce in Bangladesh Perspective" on Global Journal of Management and Business Research, GJMBR Volume 17, Issue 3, Version 1.0, May 2017, USA

  2. Pronab Ghosh, Asif Karim, Syeda Tanjila Atik, Saima Afrin, Mohd. Saifuzzaman, "Expert cancer model using supervised algorithms with a LASSO selection approach" on International Journal of Electrical and Computer Engineering (IJECE), Vol 11, No 3, October 2020, Indonesia. Indexed by:  SCOPUS (Elsevier), SCImago Journal Rank (SJR) and is Q2 in both of the Electrical & Electronics Engineering, and Computer Science).

  3. Md Mosfikur Rahman, Mohd. Saifuzzaman, Akash Ahmed, Mahfuja Ferdousi Mahin, Syeda Farjana Shetu "Impact of COVID-19 on Mental Health: A Quantitative Analysis of Anxiety and Depression Based on Regular Life and Internet Use" Current Research in Behavioral Sciences, Volume 2, 2021, 100037, ISSN 2666-5182, Elsevier. doi: https://doi.org/10.1016/j.crbeha.2021.100037

  4. Syeda Farjana Shetu, Md Mosfikur Rahman, Akash Ahmed, Mahfuja Ferdousi Mahin, Md Abtab Uddin Akib, Mohd. Saifuzzaman "Impactful E-Learning Framework: A New Hybrid Form of Education" Current Research in Behavioral Sciences, Volume 2, 2021, 100038, ISSN 2666-5182, Elsevier. doi: https://doi.org/10.1016/j.crbeha.2021.100038

  5. Nazmun Nessa Moon, Imrus Salehin, Masuma Parvin, Md. Mehedi Hasan, Iftakhar Mohammad Talha, Susanta Chandra Debnath, Fernaz Narin Nur, Mohd. Saifuzzaman "Natural language processing based advanced method of unnecessary video detection" on International Journal of Electrical and Computer Engineering (IJECE), Vol 11, No 6, December 2021, Indonesia. Indexed by:  SCOPUS (Elsevier), SCImago Journal Rank (SJR) and is Q2 in both of the Electrical & Electronics Engineering, and Computer Science).

  6. Imrus Salehin, Md. Shamiul Islam, Nazrul Amin, Md. Abu Baten, S. M. Noman, Mohd Saifuzzaman, Serdar Yazmyradov, "Real-Time Medical Image Classification with ML Framework and Dedicated CNN–LSTM Architecture", Journal of Sensors, Hindawi, vol. 2023, Article ID 3717035, 19 pages, 2023. https://doi.org/10.1155/2023/3717035

• Conference Papers

  1. Md. Yeasin Arafath, Mohd. Saifuzzaman, Sumaiya Ahmed and Syed Akhter Hossain “Predicting Career Using Data Mining” on IEEE International Conference on Computing, Power and Communication Technologies 2018 (GUCON), IEEE Xplore Digital Library, Greater Noida, Uttar Pradesh, India.

  2. Marzan Tasnim Oyshi, Mohd. Saifuzzaman and Zerin Nasrin Tumpa. “Gamification in Children Education: Balloon Shooter” on 4th International Conference on Computing Communication and Automation (ICCCA-2018), IEEE HQ for publication on IEEE XPLORE digital library, Greater Noida, India.

  3. S. M. Mazharul Hoque Chowdhury, Sheikh Abujar, Mohd. Saifuzzaman, Priyanka Ghosh & Syed Akhter Hossain, “Sentiment Prediction Based on Lexical Analysis Using Deep Learning” on International Conference On Emerging Technologies In Data Mining And Information Security (IEMIS2018), Indexed by: SCOPUS, ISI Proceedings, Springerlink, 2018, Kolkata, West Bengal. India.

  4. Shahinur Rahman, Sheikh Abujar, S. M. Mazharul Hoque Chowdhury, Mohd. Saifuzzaman & Syed Akhter Hossain, “Sentence Based Topic Modeling using Lexical Analysis” on International Conference On Emerging Technologies In Data Mining And Information Security (IEMIS2018), Indexed by: SCOPUS, ISI Proceedings, Springerlink, 2018, Kolkata, West Bengal. India.

  5. Md. Junayed Siddique, Mohammad Aynul Islam, Fernaz Narin Nur, Nazmun Nessa Moon and Mohd. Saifuzzaman “BREATHE SAFE: IoT Based Smart Garbage Collection System for Dhaka City” on 10th International Conference on Electrical and Computer Engineering (ICECE 2018), digital library of IEEE Xplore, Dhaka, Bangladesh.

  6. Md Walid Bin Khalid Aunkon, Md Hasanuzzaman Dipu, Nazmun Nessa Moon, Mohd. Saifuzzaman and Fernaz Narin Nur “Enjoy and Learn with Educational Game: Likhte Likhte Shikhi Apps for Child Education” on Emerging Technologies in Data Mining and Information Security, 409-417, Springer, 2019, Singapore.

  7. Farah Sharmin, Mohammad Alam Hossain, Nazmun Nessa Moon, Mohd. Saifuzzaman, Abir Hasan, Shakib-Bin-Al-Beruni, Fernaz Narin Nur, "Humidity Based Automated Room Temperature Controller Using IoT” on 3rd International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC 2019), The IEEE provides SCOPUS with all of the IEEE Xplore digital library, 12-14, DECEMBER 2019, Palladam, India.

  8. Mahadi Hasan, Dipto Saha, Jannatul Ferdosh, Nazmun Nessa Moon, Mohd. Saifuzzaman, Fernaz Narin Nur, “BSSID based Monitoring Class Attendance System Using WiFi” on 3rd International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC 2019), The IEEE provides SCOPUS with all of the IEEE Xplore digital library, 12-14, DECEMBER 2019, Palladam, India.

  9. Saif Mahmud Khan Durjoy, Abu Mohammed Rabbani Rafi, Zerin Nasrin Tumpa and Mohd. Saifuzzaman, “A Comparative Study on Prediction of Dengue Fever Using Machine Learning Algorithm” on The First International Conference on Advances in Distributed Computing and Machine Learning(ICADCML-2020) on 30th and 31st January 2020. Indexing: ISI Proceedings, SCOPUS, Google Scholar and Springerlink.

  10. Nazmun Nessa Moon, Fernaz Narin Nur, Mohd. Saifuzzaman, Farah Sharmin, Protik Hosen and Syeda Farjana Shetu, “An Efficient Development of Automated Attendance Management System” on 3rd International Conference on Innovative Computing and Communication (ICICC-2020) on 21-23rd February,2020. Indexing: ISI Proceedings, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink.

  11. Syeda Farjana Shetu, Mohd. Saifuzzaman, Sharmin Sultana, Ridwanullah Yousuf And Nazmun Nessa Moon “Student’s Performance Prediction Using Data Mining Technique Depending on Overall Academic Status and Environmental Attributes” on 3rd International Conference on Innovative Computing and Communication (ICICC-2020) on 21-23rd February,2020. Indexing: ISI Proceedings, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink.

  12. Rakib Hasan, Sajedul Islam, Md. Habibur Rahman, Mohd. Saifuzzaman, Syeda Farjana Shetu and Nazmun Nessa Moon, “Implementation of Low Cost Real-time Attendance Management System: A Comparative Study” on IEEE 8TH International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2020), MARCH 5-6, 2020 / AMITY UNIVERSITY, NOIDA, INDIA. Indexing: IEEE Xplore and SCOPUS.

  13. Tajim Md. Niamat Ullah Akhund, Md. Abu Bakkar Siddik , Md. Rakib Hossain , Md. Mazedur Rahman , Nishat Tasnim Newaz, Mohd. Saifuzzaman "IoT Waiter Bot: A Low Cost IoT based Multi Functioned Robot for Restaurants" on IEEE 8TH International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2020), MARCH 5-6, 2020 / AMITY UNIVERSITY, NOIDA, INDIA. Indexing: IEEE Xplore and SCOPUS.

  14. Md. Mehedi Hasan, Muslima Tuz Zahra, Md. Mahamudunnobi Sykot, Rubaiya Hafiz and Mohd. Saifuzzaman “Solving Onion Market Instability by Forecasting Onion Price Using Machine Learning Approach” on International Conference on Computational Performance Evaluation (ComPE-2020), 2nd -4th July 2020, North-Eastern Hill University (NEHU), Shilong, India. Indexing: IEEEXplore, Scopus, DBLP, Google Scholar, ASTP, ISI and EI Compendex. .

  15. Tajim Md. Niamat Ullah Akhund, Shouvik Roy Snigdha, Md. Sumon Reza, Nishat Tasnim Newaz, Mohd. Saifuzzaman & Masud Rana Rashel ‘’Self-powered IoT Based Design for Multi-Purpose Smart Poultry Farm’’ on 4th International Conference on Information and Communication Technology for Intelligent Systems (ICTIS-2020), April 24th – 25th, 2020 in Pride Plaza Hotel, Ahmedabad, India. Indexing: EI-Compendex, SCOPUS, Google Scholar and Springerlink. 

  16. Syeda Farjana Shetu, Mohd. Saifuzzaman, Masuma Parvin, Nazmun Nessa Moon, Sharmin Sultana and Ridwanullah Yousuf “Identifying The Writing Style of Bangla Language Using Natural Language Processing” on 11th International Conference On Computing, Communication And Networking Technologies (ICCCNT 2020), July 1-3, 2020, IIT Kharagpur, West Bengal, India. 

  17. Iftakhar Mohammad Talha, Imrus Salehin, Sushanta Chandra Debnath, Mohd. Saifuzzaman, Ms. Nazmun Nessa Moon and Fernaz Narin Nur “Human Behaviour Impact to Use of Smartphones with the Python Implementation Using Naive Bayesian” on 11th International Conference On Computing, Communication And Networking Technologies (ICCCNT 2020), July 1-3, 2020, IIT Kharagpur, West Bengal, India. 

  18. Md. Mehedi Hasan, Muslima Tuz Zahra, Md. Mahamudunnobi Sykot, Arafat Ullah Nur, Mohd. Saifuzzaman and Rubaiya Hafiz “Ascertaining the Fluctuation of Rice Price in Bangladesh Using Machine Learning Approach” on 11th International Conference On Computing, Communication and Networking Technologies (ICCCNT 2020), July 1-3, 2020, IIT Kharagpur, West Bengal, India. 

  19. Imrus Salehin , Iftakhar Mohammad Talha, Mohd. Saifuzzaman, Ms. Nazmun Nessa Moon and Fernaz Narin Nur "An Advanced Method of Treating Agricultural Crops Using Image Processing Algorithms and Image Data Processing Systems" on 2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA), Jointly organized by Aurel Vlaicu University of Arad, Romania & Galgotias University, India on October 30-31, 2020 at Galgotias University Greater Noida (NCR New Delhi) India. Indexing: SCI, Scopus.

  20. Zerin Nasrin Tumpa, Mohd. Saifuzzaman, SK. Fazlee Rabby, Linda Crearie, Mark Stansfield "Understanding Business Intelligence in The Context of Mental Healthcare Sector of Bangladesh for Improving Health Services" on 2020 IEEE 8th R10 Humanitarian Technology Conference (R10-HTC), Kuching, Malaysia from December 1 to 3, 2020. Indexing: IEEE Xplore, Scopus.

  21. Imrus Salehin , Iftakhar Mohammad Talha, Md. Mehedi Hasan, Sadia Tamim Dip, Mohd. Saifuzzaman and Ms. Nazmun Nessa Moon "An Artificial Intelligence Based Rainfall Prediction Using LSTM and Neural Network" on 2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE 2020), Bhubaneswar, India, 26-27 December 2020. Indexing: IEEE Xplore. 

  22.  Imrus Salehin, Iftakhar Mohammad Talha, Nazmun Nessa Moon, Mohd. Saifuzzaman, Fernaz Narin Nur and Mariom Akter "Predicting the Depression Level of Excessive Use of Mobile Phone: Decision Tree and Linear Regression Algorithm" on 2020 2nd International Conference on Sustainable Engineering and Creative Computing (ICSECC-2020), Jakarta, Indonesia, Dec 16, 2020. Indexing: EI and IEEE Xplore. 

  23. Mohd. Saifuzzaman,Masuma Parvin, Israt Jahan, Nazmun Nessa Moon, Fernaz Narin Nur and Syeda Farjana Shetu (2021). Machine Learning Approach to Predict SGPA and CGPA. 2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST), 29th - 30th June 2021, Tangerang Selatan, Indonesia | Online Zoom. Indexing: IEEE Xplore Digital Library. 

  24. Farzana Yesmin, Md. Mosfikur Rahman, Mohd. Saifuzzaman & Nazmun Nessa Moon (2022). Pandemic Effect on Education System Among University Students. In: Troiano, L., Vaccaro, A., Kesswani, N., Díaz Rodriguez, I., Brigui, I. (eds) Progresses in Artificial Intelligence & Robotics: Algorithms & Applications. International Conference on Deep Learning, Artificial Intelligence and Robotics (ICDLAIR) 2021. Lecture Notes in Networks and Systems, vol 441. Springer, Cham. https://doi.org/10.1007/978-3-030-98531-8_16

  25. Tariqul Islam, Md Mosfikur Rahman, Md Ismail Jabiullah, Mohd Saifuzzaman (2023). Cyber Security Intruder Detection Using Deep Learning Approach. In: , et al. Information Systems and Management Science. ISMS 2021. Lecture Notes in Networks and Systems, vol 521. Springer, Cham. https://doi.org/10.1007/978-3-031-13150-9_42

Reviewer in Journal(s)

• Elsevier Reviewer, Sustainable Computing: Informatics and Systems (SUSCOM)

• Elsevier Reviewer, Expert Systems with Applications (ESWA)

• Reviewer, International Journal of Environmental Research and Public Health (IJERPH)

• Reviewer, Computers and Electronics in Agriculture

• Peer Reviewer, Sustainability Journal.

• Peer Reviewer, Applied Sciences Journal.

• Peer Reviewer, Energies Journal.

• Elsevier Reviewer, Computers & Education: Artificial Intelligence (CAEAI)

• Elsevier Reviewer, Alexandria Engineering Journal (AEJ)

• Peer Reviewer, Electronics  Journal.

• Peer Reviewer, Sensors Journal.

• Elsevier Reviewer, ISA Transactions Journal.

• Reviewer, Walailak Journal of Science and Technology (Walailak J. Sci. & Tech. or WJST).

• Elsevier Reviewer, Current Research in Behavioral Sciences (CRBS).

• Peer Reviewer, Mindanao Journal of Science and Technology (MJST).

Reviewer/ Technical Committee Member in Conference(s)

• Organizing Committee Member, International Conference on Smart Education, Health and ICT (SHI 2022), will be held from 14 To 15 March 2022 at: St Anne’s College, University of Oxford, United Kingdom. (Contract Ref: 35417)  

• Peer Reviewer, 11th International Conference on Electronics, Communications and Networks (CECNet2021) to be held in Beijing, China during 18-21, November 2021.

• Peer Reviewer, 3rd International Conference on Machine Learning and Intelligent Systems (MLIS 2021), November 8th-11th, 2021 in Xiamen, China/Online.

• International Advisory Committee Member, 3rd International Conference on Sustainable Computing (SUSCOM 2021), March 19 - 20, 2021 at Sri Balaji College of Engineering & Technology, Jaipur, Rajasthan, India.  

• Technical Program Committee Member, 2021 Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS-2021), January 22-24, 2021, Senyang, China.

• Technical Program Committee Member, 11th International Conference on Information Science and Applications 2020  (ICISA2020), December 16th -18th 2020. (Virtual Conference).

• Technical Program Committee Member, International Conference on Computational Performance Evaluation (ComPE-2020), 2nd -4th July 2020, North-Eastern Hill University (NEHU), Shilong, India. 

• Program Committee Member, First International Conference on Advances in Distributed Computing and Machine Learning (ICADCML-2020) Vellore Institute of Technology (VIT), Tamil Nadu, India, 30th and 31st January 2020. 

• Program Committee Member, 8th International Conference on IT Convergence and Security 2020 (ICITCS2020), Nha Trang, Vietnam on 16th-18th June, 2020. 

• Program Committee Member, The third international conference on Recent Trends in Image Processing and Pattern Recognition(RTIP2R 2020), Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, Maharastra state, India on January 03-04, 2020, in collaboration with University of South Dakota, USA. 

• Technical Program Committee Member, Forth International Conference on Smart Trends for Computing and Communications (SmartCom-2020) Hotel Novotel, Siam Square, BANGKOK.

• Reviewer, The 9th International Conference on Electronics, Communications and Networks (CECNet2019), Kitakyushu City, Japan. 

• Technical Program Committee Member, The First International Conference On Smart Information & Communication Technologies (SmartICT’19), Saïdia, Morocco. 

• Reviewer, International Conference on Recent Trends in Image Processing& Pattern Recognition (RTIP2R2018),Solapur, Maharastra State, India.