Department of Computer Science and Engineering
Dr. Md. Tarek Habib  Assistant Professor
Name :
Dr. Md. Tarek Habib
Employee ID
710001621
Designation
Assistant Professor  
Department
Department of Computer Science and Engineering
Faculty
Faculty of Science and Information Technology
Personal Webpage
https://faculty.daffodilvarsity.edu.bd/profile/cse/tarek.html
E-mail
tarek.cse@diu.edu.bd
Phone
Cell-Phone
01709076951, 01559024179
Certificate/
Degree		 Board/University Group/
Subject		 Division/Class/
CGPA		 Passing Year
Ph.D. Jahangirnagar University Computer Science and Engineering Awarded 2022
M.S. North South University Computer Science and Engineering CGPA: 3.85 on a scale of 4.0 2009
B.Sc. BRAC University Computer Science CGPA: 3.74 on a scale of 4.0 2006
SL. Title/Topic Name of the Institute From (Date) --- To (Date)
1 Teachers’ Training Program Daffodil International University January 2, 2016 – January 7, 2016
(6 days)
2 Teaching and Learning at GUB: Steps towards Quality and Excellence Green University of Bangladesh May 16, 2014 – May 19, 2014
(4 days)
3 Design of Innovative Online Learning Environment Daffodil International University December 29, 2011 (1 day)
4 Training of the Teachers for Tomorrow Prime University June 17, 2013 – August 26, 2013 (26 days)
  • Computer Science and Engineering
  • Mathematics
  • Statistics

 

Journals:

 

  1. Md. Tarek Habib, Anup Majumder, A.Z.M. Jakaria, Morium Akter, Mohammad Shorif Uddin and Farruk Ahmed, “Machine vision based papaya disease recognition,” Journal of King Saud University – Computer and Information Sciences, vol. 32, issue 3, pp. 300-309, March 2020, Elsevier, The Netherlands.
  2. Israt Sharmin, Nuzhat Farzana Islam, Israt Jahan, Tasnem Ahmed Joye, Md. Riazur Rahman and Md. Tarek Habib, "Machine vision based local fish recognition," SN Applied Sciences, vol. 1, issue 12(1529), November 2019, Springer Nature, Switzerland.
  3. Riazur Rahman, Md. Tarek Habib, Md. Sadekur Rahman, Gazi Zahirul Islam and Md. Abbas Ali Khan, “An Exploratory Research on Grammar Checking of Bangla Sentences Using Statistical Language Models,” International Journal of Electrical and Computer Engineering, vol. 10, no. 3, pp. 3244-3252, June 2020, Institute of Advanced Engineering and Science (IAES), Indonesia.
  4. Gazi Zahirul Islam, Aman Ullah Juman, Al- Nahian Bin Emran, Md. Abbas Ali Khan, Md. Fokhray Hossain and Tarek Habib," Indonesian Journal of Electrical Engineering and Computer Science, Achieving Robust Global Bandwidth along with Bypassing Geo-restriction for Internet Users," vol. 18, no. 1, pp. 112-123, April 2020, Institute of Advanced Engineering and Science (IAES), Indonesia.
  5. Jueal Mia, Al Amin Biswas, Abdus Sattar and Md. Tarek Habib, “Registration Status Prediction of Students Using Machine Learning in the Context of Private University of Bangladesh,” International Journal of Innovative Technology and Exploring Engineering, vol. 9, no. 1, pp. 2594-2600, November 2019, Blue Eyes Intelligence Engineering & Sciences Publication (BEIESP), India.
  6. Robel Mia, Md. Jueal Mia, Anup Majumder, Soummo Supriya and Md. Tarek Habib, “Computer Vision Based Local Fruit Recognition,” International Journal of Engineering and Advanced Technology, vol. 9, no. 1, pp. 2810-2820, October 2019, Blue Eyes Intelligence Engineering & Sciences Publication (BEIESP), India.
  7. Abbas Ali Khan, M. Raki Billah, Chandan Debnath, Sadekur Rahman, Md. Tarek Habib and Gazi Zahirul Islam, “A Detailed Investigation of the Impact of Online Transportation on Bangladesh Economy,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 16, no. 1, pp. 420-428, October 2019, Institute of Advanced Engineering and Science (IAES), Indonesia.
  8. Anup Majumder, Md. Tarek Habib, Papiya Hossain Lima, Saifuddin Sourav and Rabindra Nath Nandi, “Automated carrot disease recognition: a computer vision approach,” International Journal of Engineering & Technology, vol. 7, no. 4, pp. 5790-5797, 2018, Science Publishing Corporation, UAE, ISSN: 2227-524X.
  9. Md. Iftakher Alam Eyamin, Md. Tarek Habib, Muhammad Ifte Khairul Islam, Md. Sadekur Rahman and Md. Abbas Ali Khan, " An Investigative Design of Optimum Stochastic Language Model for Bangla Autocomplete," Indonesian Journal of Electrical Engineering and Computer Science, vol. 13, no. 2, pp. 671-676, February 2019, Institute of Advanced Engineering and Science (IAES), Indonesia, ISSN: 2502-4752 (Print); 2502-4760 (Online).
  10. Muhammad Ifte Khairul Islam, Md. Tarek Habib, Md. Sadekur Rahman and Md. Riazur Rahman, "A Context-Sensitive Approach to Find Optimum Language Model for Automatic Bangla Spelling Correction," International Journal of Advanced Computer Science and Applications, vol. 9, no. 11, pp. 184-191, 2018, Science and Information (SAI) Organization, UK, ISSN: 2158-107X (Print); 2156-5570 (Online).
  11. Md. Aminur Islam, Jannatul Ferdaus, Md. Abbas Ali Khan, Md. Tarek Habib, “Online Legal Service: The Present and Future,” International Journal of Computer Science & Information Technology, vol. 10, no. 5, pp. 13–20, October 2018, Academy & Industry Research Collaboration Center (AIRCC) Publishing Corporation, India, ISSN: 0975-4660 (Print); 0975-3826 (Online).
  12. Hayatuddeen Abdullahi Musa, Md. Tarek Habib and Faisal Muhammad, "Investigative Assessment on Customer Satisfaction with E-Banking Service Quality in Nigeria and Bangladesh ", International Research Journal of Mathematics, Engineering and IT, vol. 5, no. 2, pp. 10-22, February 2018, Associated Asia Research Foundation (AARF), India, ISSN: 2349-0322.
  13. Md. Tarek Habib, Abdullah Al-Mamun, Md. Sadekur Rahman, Shah Md. Tanvir Siddiquee and Farruk Ahmed, "An Exploratory Approach to Find a Novel Metric Based Optimum Language Model for Automatic Bangla Word Prediction", International Journal of Intelligent Systems and Applications (IJISA), vol. 10, no. 2, pp. 47-54,February 2018, Hong Kong, ISSN: 2074-904X (Print); 2074-9058 (Online).
  14. Md. Aminur Islam, Faisal Bin Abul Kasem, Shakib-Uz- Zaman Khan, Md. Tarek Habib, Farruk Ahmed, “Cloud Computing in Education: Potentials and Challenges for Bangladesh,” International Journal of Computer Science, Engineering and Applications (IJCSEA), vol. 7, no. 5, pp. 11–21, October 2017, India, ISSN: 2231-0088 (Print); 2230-9616 (Online).
  15. Md. Riazur Rahman, Md. Tarek Habib, Md. Sadekur Rahman, Shaon Bhatta Shuvo and Mohammad Shorif Uddin, “An Investigative Design Based Statistical Approach for Determining Bangla Sentence Validity,” International Journal of Computer Science and Network Security, vol. 16, no. 11, pp. 30–37, November 2016, Korea (South), ISSN: 1738-7906.
  16. Md. Mozaharul Mottalib, Mokhlesur Rahman, Md. Tarek Habib, Farruk Ahmed, “Detection of the Onset of Diabetes Mellitus by Bayesian Classifier Based Medical Expert System,” Transactions on Machine Learning and Artificial Intelligence, UK, ISSN: 2054-7390.
  17. Md. Mokhlesur Rahman and Md. Tarek Habib, “A Preprocessed Counterpropagation Neural Network Classifier for Automated Textile Defect Classification,” Engineering and Technology Publishing Journal of Industrial and Intelligent Information, vol. 4, no. 3, May 2016, USA, ISSN: 2301-3745 (Print).
  18. Md. Masudul Haque, Md. Tarek Habib and Md. Mokhlesur Rahman, “Automated Word Prediction in Bangla Language Using Stochastic Language Models,” Academy & Industry Research Collaboration Center (AIRCC) International Journal in Foundations of Computer Science & Technology, vol. 5, no. 6, , pp. 67–75, November 2015, India, ISSN: 1839-7662.
  19. Md. Tarek Habib and M. Rokonuzzaman, “An Empirical Method for Optimization of Counterpropagation Neural Network Classifier Design for Fabric Defect Inspection,” MECS (Modern Education and Computer Science) Publisher International Journal of Intelligent Systems and Applications, vol. 6, no. 9, pp. 30–39, August 2014,            Hong Kong, ISSN: 2074-904X (Print); 2074-9058 (Online).
  20. Md. Tarek Habib, Rahat Hossain Faisal, M. Rokonuzzaman and Farruk Ahmed, “Automated Fabric Defect Inspection: A Survey of Classifiers,” Academy & Industry Research Collaboration Center (AIRCC) International Journal in Foundations of Computer Science & Technology, vol. 4, no. 1, pp. 17–25, January 2014, India, ISSN: 1839-7662.
  21. Md. Tarek Habib and M. Rokonuzzaman, “An Empirical Approach to Optimize Design of Backpropagation Neural Network Classifier for Textile Defect Inspection,” SCIENCEDOMAIN British Journal of Mathematics & Computer Science, vol. 3, issue 4, pp. 617–634, October-December 2013, UK, ISSN: 2231-0851.
  22. Md. Tarek Habib, Rahat Hossain Faisal and M. Rokonuzzaman, “Feasibility of Genetic Algorithm for Textile Defect Classification Using Neural Network,” Academy & Industry Research Collaboration Center (AIRCC) International Journal of Artificial Intelligence & Applications, vol. 3, no. 4, pp. 131–150, July 2012, India, ISSN:      0975-900X (Online); 0976-2191 (Print).
  23. Md. Tarek Habib and M. Rokonuzzaman, “A Set of Geometric Features for Neural Network Based Textile Defect Classification,” International Scholarly Research Network (ISRN) Artificial Intelligence, vol. 2012, 2012, Egypt, doi:10.5402/2012/643473.
  24. Rahat Hossain Faisal, A. N. M. T. Islam, Md. Tarek Habib and Farruk Ahmed, “A Comparative Study on Different Routing Protocols of Ad-Hoc Network over User Datagram Protocol,” Journal of the Bangladesh Electronics Society, vol. 12, no. 1-2, June-December 2012, Bangladesh, ISSN: 1816-1510.
  25. Md. Tarek Habib, Abdul Halim Miah and Farruk Ahmed, “Taxonomy Based Survey of Location Systems for Ubiquitous Computing,” Journal of the Bangladesh Electronics Society, vol. 11, no. 1-2, June-December 2011, Bangladesh, ISSN: 1816-1510.
  26. Md. Tarek Habib and M. Rokonuzzaman, “Distinguishing Feature Selection for Fabric Defect Classification Using Neural Network,” Academy Publisher Journal of Multimedia, vol. 6, no. 5, pp. 416–424, October 2011, Finland, ISSN: 1796-2048.

 

BooK:

  1. Md. Tarek Habib, Machine Vision Based Textile Defects Classification, C. Evans, Ed.  Saarbrücken, Germany: LAMBERT Academic Publishing, 2016.

 

 

 

Conference Proceedings:

 

  1. Afsana Ahsan Jeny, Masum Shah Junayed, Ikhtiar Ahmed, Md. Tarek Habib and Md. Riazur Rahman, “FoNet - Local Food Recognition Using Deep Residual Neural Networks,” Proceedings of International Conference on Information Technology (ICIT), pp. 184-189, 2019.
  2. Muhammad Ifte Khairul Islam, Rahnuma Islam Meem, Faisal Bin Abul Kasem, Aniruddha Rakshit and Md. Tarek Habib, “Bangla Spell Checking and Correction Using Edit Distance,” Proceedings of International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), pp. 214–217, 2019.
  3. Tarek Habib, Anup Majumder, Rabindra Nath Nandi, Farruk Ahmed and Mohammad Shorif Uddin (2020): A Comparative Study of Classifiers in the Context of Papaya Disease Recognition. In: Proceedings of International Joint Conference on Computational Intelligence (IJCCI). Algorithms for Intelligent Systems. Springer, Singapore.
  4. Md. Tarek Habib, Shaon Bhatta Shuvo, Mohammad Shorif Uddin and Farruk Ahmed, “Automated Textile Defect Classification by Bayesian Classifier Based on Statistical Features,” Proceedings of International Workshop on Computational Intelligence (IWCI), pp. 103–107, 2016.
  5. Md. Mozaharul Mottalib, Md. Tarek Habib, M. Rokonuzzaman, Farruk Ahmed, “Fabric Defect Classification with Geometric Features Using Bayesian Classifier,” Proceedings of International Conference on Advances in Electrical Engineering (ICAEE),           pp. 160–163, 2015.
  6. Md. Tarek Habib, Rahat Hossain Faisal, M. Rokonuzzaman and Farruk Ahmed, “A Survey of Classifiers for Automated Textile Defect Inspection System,” Proceedings of Bangladesh Electronics Society Conference, pp. 218–223, 2012.
  7. Rahat Hossain Faisal, A. N. M. T. Islam, Md. Tarek Habib and Farruk Ahmed, “Performance Analysis of Mobile Ad-Hoc Network Routing Protocols over UDP,” Proceedings of Bangladesh Electronics Society Conference, pp. 49–55, 2012.
  8. Md. Tarek Habib, Abdul Halim Miah and Farruk Ahmed, “A Rigorous Taxonomy Based Survey of Location Systems for Ubiquitous Computing,” Proceedings of International Conference on Advances in Electrical Engineering (ICAEE), 2011.
  9. Md. Tarek Habib and M. Rokonuzzaman, “Selection of Distinguishing Features for Fabric Defect Classification Using Neural Network,” Proceedings of International Conference on Computer and Information Technology (ICCIT), pp. 482–487, 2010.
  10. Naira Khan, Md. Tarek Habib, Md.   Jahangir Alam, Rajib Rahman, Naushad UzZaman and Mumit Khan, “History (Forward N-gram) or Future (Backward N-Gram)? Which Model to Consider for N-Gram Analysis in Bangla?,” Proceedings of International Conference on Computer and Information Technology (ICCIT), pp. 20–24, 2006.

 

 

  • Artificial Intelligence, specially Neural Networks, Image Processing, Natural Language Processing
  • Algorithms
  • Theory of Computation
  • Education

 

  • Awarded Vice Chancellor’s Medal for scoring the highest CGPA among students receiving the degree of B.Sc. in Computer Science in the graduating batches of 2006 of BRAC University. 2016
  • Member (M-322) of Bangladesh Electronics Society (BES)
1 Assistant Professor (Contractual) Daffodil International University September 2015 – December 2015
2 Assistant Professor Green University of Bangladesh May 15, 2014 – September 2015
3 Assistant Professor Prime University September 01, 2013 – May 14, 2014
4 Senior Lecturer Prime University January 01, 2013 – August 31, 2013
5 Lecturer Prime University October 21, 2010 – December 31, 2012
6 Graduate Assistant (Teaching Assistant) North South University February 3, 2008 – September 8, 2009