Pabna University of Science and Technology

Faculty Profile

Md. Shafiul Azam

B.Sc.(Hons.) and M.Sc. in CSE (RU)

Associate Professor

Department of Computer Science and Engineering

Pabna University of Science and Technology

Pabna, Bangladesh

Contact Information

msacse@pust.ac.bd (Office)

shahincseru@gmail.com (Personal)

Download CV

Total Publications: 22

Total Publications (22)

18
4

Biography (1)

  • A short biography of Md. Shafiul Azam. He has received his Bachelor of Science (B.Sc.) and Master of Science (M.Sc.) in Computer Science and Engineering at the Dept. of Computer Science and Engineering from the University of Rajshahi, Bangladesh in 2004 and 2005, respectively. He is working as an associate professor in the Department of Computer Science and Engineering, Pabna University of Science and Technology (PUST), Bangladesh. Previously, he worked as a Lecturer in the Department of Computer Science and Engineering, Leading University, Sylhet, Bangladesh. His research interests include Machine Learning, Image Processing, Pattern Recognition. He has published several journals and conference publications. He is active in some social activities. He also served as Website Admin of PUST, Chairman of the Dept. of Computer Science and Engineering, PUST, Member, Self-Assessment Committee of CSE, PUST, Treasurer and Vice-President, Teacher-Officer Club, PUST.

Education (4)

  • Master of Science (M. Sc.) in Computer Science and Engineering in 2005(Held in 2007) with First Class First Position from the University of Rajshahi, Rajshahi-6205, Bangladesh.
  • Bachelor of Science (B. Sc.) in Computer Science and Engineering in 2004(Held in 2006) with First Class Fourth Position from the University of Rajshahi, Rajshahi-6205, Bangladesh.
  • Higher Secondary Certificate (HSC) Examination in 2000 with First Division from Naogaon Govt. College, Naogaon, Bangladesh.
  • Secondary School Certificate (SSC) Examination in 1998 with First Division from Abadpukur High School, Abadpukur Hat, Raninagar, Naogaon, Bangladesh.

Teaching Experience (4)

  • Associate Professor [22-12-2020 to till now], Department of Computer Science and Engineering, Pabna University of Science and Technology, Pabna-6600, Pabna, Bangladesh.
  • Assistant Professor [26-08-2012 to 21-12-2020], Department of Computer Science and Engineering, Pabna University of Science and Technology, Pabna-6600, Pabna, Bangladesh.
  • Lecturer [26-08-2009 to 25-08-2012], Department of Computer Science and Engineering, Pabna University of Science and Technology, Pabna-6600, Pabna, Bangladesh.
  • Lecturer [26-01-2008 to 25-08-2009], Department of Computer Science and Engineering, Leading University, Sylhet, Bangladesh.

Administrative or Other Experience (6)

  • Vice-President [2018], Teachers-Officers Club, Pabna University of Science and Technology, Pabna.
  • Treasurer [2017], Teachers-Officers Club, Pabna University of Science and Technology, Pabna.
  • Member, Self Assessment Committee (SAC), IQAC, Department of Computer Science and Engineering, Pabna University of Science and Technology, Pabna.
  • Executive Member, Organizing Committee, National High School Programming Contest-2016, Pabna Regional Area, Venue: Pabna University of Science and Technology.
  • Chairman [01-11-2013 to 16-07-2014], Department of Computer Science and Engineering, Pabna University of Science and Technology, Pabna-6600, Pabna.
  • Website (www.pust.ac.bd) Admin [23-01-2011 to 20-11-2013]

Research Interests (3)

  • Machine Learning
  • Computer Vision and Image Processing
  • Pattern Recognition

Active Research Project (2)

  • Gender determination using hand print
  • Brain Image Analysis

Previous Research Project (4)

  • Machine Learning Approaches for the Prediction of Heart Failure
  • Early Detection of Skin Cancer using Image Processing Approaches.
  • Iris Recognition using Convolutional Neural Network and Support Vector Machine.
  • Biometric Iris Recognition through optimum features selection.

Journal Articles (18)

  • Md. Shafiul Azam, Aishe Rahman, S. M. Hasan Sazzad Iqbal, and Md. Toukir Ahmed, “Prediction of Liver Diseases by Using Few Machine Learning Based Approaches”. Australian Journal of Engineering and Innovative Technology (ISSN: 2663-7804 (Online) & 2663-7790 (Print)), 2(5), pp. 85-90, October 2020, DOI: https://doi.org/10.34104/ajeit.020.085090.
  • Md. Shafiul Azam, UmmeKulsom, S. M. Hasan Sazzad Iqbal & Md. Toukir Ahmed, “An Empirical Study of Various Machine Learning Approaches in Prediction of Chronic Kidney Disease”. International Journal of Science and Business (ISSN 2520-4750 (Online) & ISSN 2521-3040 (Print)), Volume: 4, Issue: 11, Year: October 2020, Page: 101-110, DOI: https://doi.org/10.5281/zenodo.4147032.
  • Md. Shafiul Azam, Md. Abu Raihan and Humayan Kabir Rana, “An Experimental Study of Various Machine Learning Approaches in Heart Disease Prediction”. International Journal of Computer Applications (0975 – 8887) Volume 175– No. 21, pp. 16-21, September 2020, DOI: https://doi.org/10.5120/ijca2020920741.
  • Md. Shafiul Azam, Md. Habibullah and Humayan Kabir Rana, “Performance Analysis of Various Machine Learning Approaches in Stroke Prediction”. International Journal of Computer Applications (0975 – 8887) Volume 175- No. 21, pp. 11-15, September 2020, DOI:https://doi.org/10.5120/ijca2020920740.
  • Md. Shafiul Azam and Humayan Kabir Rana, “Iris Recognition using Convolutional Neural Network”. International Journal of Computer Applications (online ISSN: 0975 – 8887) Volume 175- No. 12, pp. 24-28, August 2020, DOI:https://doi.org/10.5120/ijca2020920602.
  • Nitun Kumar Podder, Humayan Kabir Rana, Md. Shafiul Azam, Md. Shohel Rana, Mst. Rashida Akhtar, Md Rezanur Rahman, Md Habibur Rahman, Mohammad Ali Moni, “A system biological approach to investigate the genetic profiling and comorbidities of type 2 diabetes”. Elsevier, Gene Reports, Volume 21, 2020, pp. 100830, DOI: https://doi.org/10.1016/j.genrep.2020.100830.
  • Humayan Kabir Rana, Md. Shafiul Azam, Mst. Rashida Akhtar, Julian M.W. Quinn and Mohammad Ali Moni, “A fast iris recognition system through optimum feature extraction”. PeerJ Computer Science, Vol. 5, pp. e184, April, 2019, DOI:https://doi.org/10.7717/peerj-cs.184.
  • Md. Aquib Mujtaba, Md. Shafiul Azam and Humayan Kabir Rana, “Performance Evaluation of Various Data Mining Classification Techniques that Correctly Classify Banking Transaction as Fraudulent”. Gub journal of science and engineering, volume 4, issue 1, pp. 59–63, December 2017, GUBJSE: ISSN: 2409-0476. DOI:https://doi.org/10.5281/zenodo.3402222.
  • Mohammad Riyaz Hossen, Md. Shafiul Azam and Humayan Kabir Rana, “Performance evaluation of various DNA pattern matching algorithms using different genome datasets”. Pabna University of Science and Technology Studies (ISSN 2308-6246), Volume 3, Issue 1, pp. 14-18, November 2018. DOI:https://doi.org/10.5281/zenodo.2580651.
  • Humayan Kabir Rana, Md. Shafiul Azam and Mst Rashida Akhtar, “Iris Recognition System Using PCA Based on DWT”. SM Journal of Biometrics & Biostatistics, vol. 2, no. 3, pp. 1015, August 2017, ISSN: 2573-5470, DOI: http://doi.org/10.5281/zenodo.2580202.
  • Md. Abdur Rahim, Md. Shafiul Azam, Md. Najmul Hossain and Md. Rashedul Islam, “Face Recognition using Local Binary Patterns (LBP)” Global Journal of Computer Science and Technology Graphics & Vision Volume 13 Issue 4 Version 1.0 Year 2013 Online ISSN: 0975-4172 & Print ISSN: 0975-4350, Available at: https://computerresearch.org/index.php/computer/article/view/406.
  • Md. Shariful Islam and Md. Shafiul Azam, “Extraction of Shape-Invariant Gait Features for Human Gait Recognition”, International Journal of Advances in Computer Science and Technology (IJACST), Vol. 2, No. 12, December 2013, ISSN 2320 – 2602, Available at: http://warse.org/pdfs/2013/ijacst032122013.pdf
  • Md. Kislu Noman, Md. Mojahidul Islam, Md. Shafiul Azam and Nur Hossain Khan, “Comparative study between Selection Mapping Technique (SLM) and Partial Transmission Sequence (PTS) for PAPR reduction in OFDM signals”. International Journal of Advanced Research in Computer and Communication Engineering Vol. 2, Issue 11, November 2013, ISSN (Print): 2319-5940, ISSN (Online): 2278-1021, Available at: https://www.ijarcce.com/upload/2013/november/60-O-Md_Noman_-COMPARATIVE.pdf
  • Md. Najmul Hossain, Md. Abdur Rahim and Md. Shafiul Azam, “SIR-Based Power Control Algorithms in CDMA Networks”. Global Journal of Computer Science and Technology; Network, Web & Security, Volume 13 Issue 10 Version 1.0 Year 2013, Online ISSN: 0975-4172 & Print ISSN: 0975-4350, Available at: https://computerresearch.org/index.php/computer/article/view/190
  • Md. Najmul Hossain, Md. Abdur Rahim, Md. Rashedul Islam and Md. Shafiul Azam, “Performance Analysis of Nash and Power Balancing Algorithms for SIR-Based Power Control in CDMA Networks”. International Journal of Scientific & Engineering Research(ISSN 2229-5518), Volume 4, Issue 5, May-2013(p-2121-2125), ISSN 2229-5518, Available at:https://www.ijser.org/onlineResearchPaperViewer.aspx?Performance-Analysis-of-Nash-and-Power-Balancing-Algorithms-for-SIR-Based-Power-Control-in-CDMA-Networks.pdf
  • Md Mursalin, Md. Motaher Hossain, Md. Kislu Noman and Md. Shafiul Azam, “Performance Analysis among Different Classifier Including Naive Bayes, Support Vector Machine and C4.5 for Automatic Weeds Classification”. Global Journal of Computer Science and Technology Graphics & Vision Volume 13 Issue 3 Version 1.0 Year 2013 Online ISSN: 0975-4172 & Print ISSN: 0975-4350, Available at: https://computerresearch.org/index.php/computer/article/view/402
  • Md. Shafiul Azam, Md. Rashedul Islam, Md. Omar Faruqe “Determination of the Traveling Speed of a Moving Object of a Video Using Background Extraction and Region Based Segmentation”, International Journal of Computer Science and Information Security, ISSN: 19475500, USA, IJCSIS Vol. 9 Issue. 4, 2011, S.N. 6 (pp. 35-39), Available at: https://sites.google.com/site/ijcsis/vol-9-no-4-apr-2011
  • Md. Rashedul Islam, Md.Rofiqul Islam , Md. Shariful Alam, Md. Shafiul Azam “Experiences and Comparison Study of EPC & UML For Business Process & IS Modeling”, International Journal of Computer Science and Information Security, ISSN: 19475500,USA, IJCSIS Vol. 9 Issue. 3, 2011 (pp. 125-133)

Conference Proceedings (4)

  • Podder, Nitun Kumar, Pintu Chandra Shill, Humayan Kabir Rana, Shudeb Babu Sen Omit, Md Mehedee Hasan Al Shahriar, and Md Shafiul Azam. "Genetic Effects of Covid 19 on the Development of Neurodegenerative Diseases." In 2021 5th International Conference on Electrical Information and Communication Technology (EICT), pp. 1-6. IEEE, 2021.
  • Hossain, Md Deloar, Md Shafiul Azam, Md Jahan Ali, and Hakilo Sabit. "Drugs rating generation and recommendation from sentiment analysis of drug reviews using machine learning." In 2020 Emerging Technology in Computing, Communication and Electronics (ETCCE), pp. 1-6. IEEE, 2020.
  • Saleh Ahmed, Md. Rashedullslam, Md. Shafiul Azam, “Bangla Hand Written Digit Recognition Using Supervised Locally Linear Embedding Algorithm and Support Vector Machine”, 12th International Conference on Computers and Information Technology, 2009. ICCIT '09. Print ISBN: 978-1-4244-6281-0, Index by IEEE Explore. Download Link: http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5407269
  • Md. Rashedul lslam, Md. Shafiul Azam, Saleh Ahmed “Speaker Identification System Using PCA & Eigenface”, 12th International Conference on Computers and Information Technology, 2009. ICCIT '09. Print ISBN: 978-1-4244-6281-0, Index by IEEE Explore. Download Link: http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5407129

Conducted Courses (12)

  • Digital Image Processing and Digital Image Processing Lab
  • Machine Learning
  • Pattern Recognition
  • Numerical Methods and Numerical Methods Lab
  • Programming with C and Programming with C Lab
  • Data Structure and Data Structure Lab
  • Discrete Mathematics
  • Object Oriented Programming and Object Oriented Programming Lab
  • Computer Graphics and Computer Graphics Lab
  • Data Communications and Data Communications Lab
  • System Analysis and Design
  • Computer Fundamentals and Computer Fundamentals Lab

Graduate Supervision (2)

  • M.Sc. (Engg.) Thesis: “Determining significant factors towards building prediction model for future Merchandising Trade in Bangladesh”, Mridul Sutradhar, Roll: 17010117, Registration Number: 101658.
  • B. Sc. Engineering : Approximately 45 thesis/Projects has been supervised

Other's Faculty Members