Department of Computer Science and Engineering
Dr. S. M. Aminul Haque  Professor & Associate Head
Name :
Dr. S. M. Aminul Haque
Employee ID
710001054
Designation
Professor & Associate Head  
Department
Department of Computer Science and Engineering
Faculty
Faculty of Science and Information Technology
Personal Webpage
https://faculty.daffodilvarsity.edu.bd/profile/cse/aminul.html
E-mail
aheadcse2@daffodilvarsity.edu.bd, aminul.cse@daffodilvarsity.edu.bd
Phone
Ext: 15101
Cell-Phone
01847140129

Doctor of Philosophy (Ph.D.) in Information Technology, MONASH University

 Bachelor of Science (B.Sc.) in Physics, Shahjalal University of Science & Technology

  1. Faculty Day Series: Microsoft Windows Azure – Cloud Computing for Researchers – December 2010, Monash University, Malaysia
  2. Developing Applications for the Java EE Platform – November 2009, Kuala Lumpur, Malaysia
  3. Higher Degree by Research Workshop Hosted by Faculty of IT Monash University – October 2009, Melbourne, Australia
  4. Artificial Intelligence Tutorial 2009 (AIT 2009) – July 2009, Kuala Lumpur, Malaysia
  5. Sessional Teaching Essentials Program (STEP) – July 2009, Monash University, Malaysia
  6. Pacific Rim Applications and Grid Middleware Assembly (PRAGMA-15) Workshop – October 2008, University Sains, Malaysia

Data Structures, Algorithms, Database Managements Systems, Data Mining, Discrete Mathematics

Journals:

 

  1. Alhashmi, S., Islam, S., Haque, A., Rabbe, F., Hossain, S., Faruqui, N., Hashem, Abubacker., Fathima. (2024) “Survival Analysis of Thyroid Cancer Patients Using Machine Learning Algorithms”, IEEE Access, IEEE, Vol-12, pp. 61978 – 61990, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2024.3392275, Scopus IF: 3.4
  2. Al Mahmud, A., Azam, S., Khan, I.U., Montaha, S., Karim, A., Haque, A., Hasan, Z.M., Brady, M., Biswas, R., Jonkman, M., (2024), “SkinNet-14: a deep learning framework for accurate skin cancer classification using low-resolution dermoscopy images with optimized training time”, Neural Comput & Applic.,  DOI: https://doi.org/10.1007/s00521-024-10225-y, Scopus IF: 4.5
  3. Haque, A., Amin, R. P., Rahman, M., Akter, S., Khan, N., Haque, S., (2023) “Recognition of Bangladeshi Sign Language (BdSL) Words using Deep Convolutional Neural Networks (DCNNs)”, Emerging Science Journal (ESJ), ISSN 2610-9182., Vol. 7,  No. 6. DOI: http://dx.doi.org/10.28991/ESJ-2023-07-06-019,  Scopus CiteScore: 4.9
  4. Hridoy, R. H., Arni, A. D., & Haque, A. (2023). Improved vision-based diagnosis of multi-plant disease using an ensemble of deep learning methods. International Journal of Electrical and Computer Engineering (IJECE), 13(5), 5109-5117 Scopus CiteScore: 3.2.
  5. Shakil, S., Khan Akash, A. A., Nabi, N., Hasan, M., & Haque, A. (2023). PithaNet: a transfer learning-based approach for traditional pitha classification. International Journal of Electrical & Computer Engineering (2088-8708), 13(5) Scopus CiteScore: 3.2.
  6. Pandey K.K.,Kumbhar C,Parhi D.R.,Mathivanan S.K.,Jayagopal P.,and Haque A. (2023) “Trajectory Planning and Collision Control of a Mobile Robot: A Penalty-Based PSO Approach”. Journal of Mathematical Problems in Engineering. Hindawi Publishing. Volume 2023, ArticleID 1040461, 10 pages, Scopus IF: 1.43
    https://doi.org/10.1155/2023/1040461
  7. Haque, A. (2018). “Iterative Combinatorial Auction for Two-Sided Grid Markets: Multiple users and Multiple Providers”.  Global Journal of Computer Science and Technology . Volume 18 Issue 2 Version 1.0, pp. 45-54, ISSN: 0975-4172
  8. Haque, A., Rahman, T. (2018). “An Agent-based Grouping Strategy for Federated Grid Computing”.  Global Journal of Computer Science and Technology . Volume 18 Issue 1 Version 1.0, pp. 39-49, ISSN: 0975-4172
  9. Haque, A., Alhashmi, S. and Parthiban, R (2015). “An Optimization-based Adaptive Resource Management Framework for Economic Grids: A Switching Mechanism”. Future Generation Computer Systems. The International Journal of Grid Computing and eScience, Vol-47, pp. 48-59, ISSN: S0167-739X, Scopus, IF: 7.31, ISI Thomson Reuters.
  10. Haque, A., Alhashmi, S. and Parthiban, R (2014). “Identifying and Modeling the Strengths and Weaknesses of Major Economic Models in Grid Resource Management”. Journal of Grid Computing, Springer Netherlands, Volume 12(2), pp. 285-302, ISSN: 1572-9184. Scopus, IF: 4.67, ISI Thomson Reuters.
  11. Shaikh, A. Haque, A., Alhashmi, S. and Parthiban, R (2013). “Efficient resource provisioning by means of sub-domain based ontology and dynamic pricing in grid computing”. Journal of Cloud Computing, IBIMA publishing, USA, Volume 2013(2013), Article ID 149313, pp. 1-15, ISSN: 2326-6538.
  12. Haque, A., Alhashmi, S. and Parthiban, R (2011). “A Survey of Economic Models in Grid Computing”. Future Generation Computer Systems. The International Journal of Grid Computing and eScience, Volume 27(8), pp. 1057-1069, ISSN: 0167-739X. Scopus, IF: 7.31, ISI Thomson Reuters.
  13. Haque, A., Alhashmi, S. and Parthiban, R (2011). “Towards Better Understanding of Two Economic Models: A Grid Perspective”. Communications of the IBIMA, IBIMA publishing, USA, Volume 2011(2011), Article ID 223098, pp. 1-13, ISSN: 1943-7765.

 

 

Books:

  1. Sefatullah M., Khan A. R., Borsha N. A., Haque A. (2023) “Transfer learning-based approach to detect crop disease using android application”, 2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023), Taylor and Francis Book Chapter,. (ACCEPTED for Publication)

  2. Haque, A., Alhashmi, S. and Parthiban, R (2011). “An Inspiration for Solving Grid Resource Management Problem Using Multiple Economic Models”, in Economics of Grids, Clouds, Systems, and Services, Springer Berlin Heidelberg, pp. 1-16, ISBN: 978-3-642-28674-2.

Conference Papers: 

 

  1. Polash, M.S.I., Hossen, S., Haque, A. (2023). Model Analysis for Predicting Prostate Cancer Patient’s Survival: A SEER Case Study. In: Kaiser, M.S., Waheed, S., Bandyopadhyay, A., Mahmud, M., Ray, K. (eds) Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering. Lecture Notes in Networks and Systems, vol 618. Springer, Singapore. https://doi.org/10.1007/978-981-19-9483-8_24
  2. Polash, M.S.I., Hossen, S., Haque, A. (2023). Five-Year Life Expectancy Prediction of Prostate Cancer Patients Using Machine Learning Algorithms. In: Patel, K.K., Santosh, K.C., Patel, A., Ghosh, A. (eds) Soft Computing and Its Engineering Applications. icSoftComp 2022. Communications in Computer and Information Science, vol 1788. Springer, Cham. https://doi.org/10.1007/978-3-031-27609-5_25
  3. Mehedi Hasan Abid D., Haque A., Kamrul Hossain M. (2021) Factors Causing Stunting Among Under-Five Children in Bangladesh. In: Yang XS., Sherratt R.S., Dey N., Joshi A. (eds) Proceedings of Fifth International Congress on Information and Communication Technology. ICICT 2020, 20-21 February, London, UK. Advances in Intelligent Systems and Computing, vol 1183. Springer, Singapore.
  4. Haque, A., (2013). “A Switching Mechanism for Grid Providers”. The 16th International Conference on Computer and Information Technology (ICCIT-2013), 8-10 March, Khulna, Bangladesh, pp. 230-235, ISBN: 978-1-4799-3497.
  5. Shaikh, A. Haque, A., Alhashmi, S. and Parthiban, R (2013). “Ontology-based Decentralized Resource Provisioning in Economic Grids”. Proceedings of 20th International Business Information Management Association (20th IBIMA), 25-26 March, Kuala Lumpur, Malaysia, pp. 266-278, ISBN: 978-0-9821489-9-0.
  6. Haque, A., Alhashmi, S. and Parthiban, R (2010). “Continuous Double Auction in Grid Computing: An Agent-based Approach to Maximize Profit for Providers”. Proceedings of IEEE/WIC/ACM International Conference of Agent Technology (IAT 2010), 1-3 September, Toronto, Canada, pp. 347-351, ISBN: 978-0-7695-4191-4.
  7. Haque, A., Alhashmi, S. and Parthiban, R (2010). “A Comparative Economic Approach to Maximize Profit for Providers in Grid Computing”. Proceedings of 14th International Business Information Management Association (14th IBIMA), 23-24 June, Istanbul, Turkey, pp. 869-881, ISBN: 978-0-9821-4893-8.
  8. Haque, A., Alhashmi, S. and Parthiban, R (2010). “Implementation of Autonomous Pricing Mechanism in Grid Computing”. Proceedings of 12th International Asia-Pacific Web Conference (12th APWeb), 6-8 April, Busan, Korea, pp. 381-383, ISBN: 978-0-7695-4012-2.
  9. Haque, A., Alhashmi, S. and Parthiban, R (2009). “Some Reflections on the Research Issues in Grid Computing”. Proceedings of 12th International Business Information Management Association (12th IBIMA), 29-30 June, Kuala Lumpur, Malaysia, pp. 1616-1623, ISBN: 978-0-9821-4891-4.

Interested Areas:

Machine Learning, Artificial Intelligence,  Data Mining, Distributed and High Performance Computing

  1. # The Higher Degree by Research (HDR) Scholarship was awarded to pursue Ph.D. degree tenable from August 2008 to July 2012 at the Department of Information Technology, Monash University.
  2. # Recipient of the best paper award for the paper, “A Comparative Economic Approach to Maximize Profit for Providers in Grid Computing” at the 14th IBIMA Conference held in Istanbul, Turkey from 23-24 June 2010.
  3. # A travel grant was awarded to present paper in 8th International Workshop on the Economics and Business of Grids, Clouds, Systems, and Services (GECON 2011) held at Paphos, Cyprus in December 2011.
  4. # A travel grant was awarded to present paper in 12th International Asia-Pacific Web Conference (APWeb 2010) held at Busan, South Korea in April 2010.
  5. # A travel grant was awarded to attend Higher Degree by Research workshop at Melbourne, Australia in November 2009.
  6. # Academic merit Scholarship was awarded for achieving excellent grades in several semesters of B.Sc.
  • Reviewer of the Journal of Grid Computing (JOGC).
  • Reviewer of the IEEE Transaction on Cloud Computing (TCC).
  • Committee member, Daffodil National Collegiate Programming Contest 2014, Bangladesh.
  • Organizing Committee Member, the 17th International Conference of Computer & Information Technology, ICCIT-2014.
  • Senior member, International Association of Computer Science and Information Technology (IACSIT).
  • Member, Centre for Research in Intelligent Systems (CRIS), MONASH University.

Ø January, 2016 – Present Date
Associate Head, Department of Computer Science and Engineering, Permanent Campus at Daffodil International University, Bangladesh

Ø June, 2014 – Present Date
Assistant Professor, Department of Computer Science and Engineering, Permanent Campus at Daffodil International University, Bangladesh

Ø May, 2013 – Present Date
Member (Examination Committee), Department of Computer Science and Engineering, Permanent Campus at Daffodil International University, Bangladesh

Ø May, 2013 – May, 2014 (1 Year 1 Month)
Senior Lecturer, Department of Computer Science and Engineering, Permanent Campus at Daffodil International University, Bangladesh

Ø May, 2013 – December, 2015 (2 Year 8 Month)
Program Coordinator, Department of Computer Science and Engineering, Permanent Campus at Daffodil International University, Bangladesh

Ø January, 2009 – December, 2011 (3 Years)
Teaching Assistant, School of Information Technology at MONASH University Malaysia.