Dr. Md. Monirul Kabir

Professor, Department of EEE, Dhaka University of Engineering & Technology, Gazipur

Ph.D. in System Design Engineering  (UF, Japan), M.Sc. (UF, Japan) &  B.Sc. (KUET, Bangladesh).

Office Address: Room # 116, Old Academic Building

PABX: 49274034-53  Extn: 3071

Phone: 01939355012

E-mail: munir@duet.ac.bd Send Email

Alternate:

E-mail: mmkdmunir at gmail.com

Other:

Degree University Year Discipline
Ph.D. University of Fukui, Japan 2011 System Design Engineering
M.Sc. University of Fukui, Japan 2008 Human and Artificial Intelligence System
B.Sc. Khulna University of Engineering and Technology (KUET), Bangladesh 1999 Electrical and Electronic Engineering
Undergraduate Courses
  • Microprocessor and Peripherals (EEE-3603)
  • Power System Analysis (EEE-4901)
  • Electronic Devices & Circuits (EEE-2813)
  • Electrical Drives and Instrumentation (EEE-2823)
Post-Graduate Courses
  • Neural Networks (EEE-6203)
  • Intelligent Control Systems (EEE-6505)
Name Topic
Field of Specialization Intelligent Control System, Artificial Neural Network
Research Interest Renewable Energy, Power System, Artificial Intelligence System
Year & Duration Designation Scope of Works Company/Institute/University
 ~ Present Professor, Dept. of EEE Teaching and Research Dhaka University of Engineering & Technology (DUET), Gazipur
July 08, 2015 ~ Associate Professor, Dept. of EEE Teaching and Research Dhaka University of Engineering & Technology (DUET), Gazipur
December 29, 2011 ~ July 07, 2015 Assistant Professor, Dept. of EEE Teaching and Research Dhaka University of Engineering & Technology (DUET), Gazipur
May 15, 2011 ~ December 28, 2011 Lecturer, Dept. of EEE Teaching and Research Dhaka University of Engineering & Technology (DUET), Gazipur
August 2002 ~ September 2005 Assistant Programmer Dhaka University of Engineering & Technology (DUET), Gazipur
April 2000 ~ August 2002 System Engineer Queens University, Banani, Dhaka-1213
Type Title
Journal Publications
  • Zakir Hossain, Md. Monirul Kabir, and Md. Shahjahan, “A robust feature selection system with Colin’s CCA network”, Neurocomputing (Elsevier Press), vol. 173, no. 3, pp. 855–863, 2016.
  • Md. Shafiqul Islam, Md. Monirul Kabir, and Nafis Kabir, “Artificial neural networks based prediction of insolation on horizontal surfaces for Bangladesh”, Procedia Technology (Elsevier Press), vol. 10, pp. 482 – 491, 2013.
  • Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “A new hybrid ant colony optimization algorithm for feature selection”, Expert Systems with Applications (Elsevier Press), vol. 39, no. 3, pp. 3747-3763, 2012.
  • Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “A new local search based hybrid genetic algorithm for feature selection”, Neurocomputing (Elsevier Press), vol. 74, pp. 2914-2928, 2011.
  • Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “Ant colony optimization for feature selection involving effective local search”, Journal of Advanced Computational Intelligence and Intelligent Informatics (Fuji Technology Press), vol. 15, no. 6, pp. 1-10, 2011.
  • Md. Monirul Kabir, Md. Monirul Islam, and Kazuyuki Murase, “A new wrapper feature selection approach using neural network”, Neurocomputing (Elsevier Press), vol. 73, pp. 3273-3283, 2010.
  • Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “A backward feature selection by creating compact neural network using coherence learning and pruning”,Journal of Advanced Computational Intelligence and Intelligent Informatics (Fuji Technology Press), vol. 11, no. 6, pp. 570-581, 2007.
Conference Proceedings
  • Md. Shahid Iqbal, Md. Monirul Kabir, Md. Imran Hassan, Md. Janibul Alam Soeb, Md. Ataullah Mishkat and Vobes Ray, “A New Prediction Model for Solar Irradiance using Ant Colony Optimization and Neural Network”, Proceedings of 2nd International Conference on Electrical Information and Communication Technology (EICT2015), KUET, Khulna, Bangladesh, pp. 500-505, 2015.
  • Md. Zakir Hossain, Md. Monirul Kabir, and Md. Shahjahan, “Feature Selection of EEG data with Neuro-Statistical Method”, Proceedings of 2nd International Conference on Electrical Information and Communication Technology (EICT2013), Khulna, Bangladesh, February 13-15, pp. 1-6, 2014.
  • Kazi Rafiqul Islam, Md. Monirul Kabir, and Kazuyuki Murase, “Short-term  electrical load forecasting using constructive feed-forward neural network”, Proceedings of 2nd International Conference on Machine Learning and Computer Science (IMLCS2013), Kuala Lumpur, Malaysia, August 25-26, pp. 40-44, 2013.
  • Md. Monirul Kabir, G.M.M. Bashir, Md. Shahjahan, and Kazuyuki Murase, “Involving hybrid search in ant colony optimization algorithm for feature subset selection”,Proceedings of the International Symposium on Intelligent System (iFAN2010), Tokyo, Japan, 2010.
  • S.U. Ahmed, Md. Shahjahan, Md. Monirul Kabir, and Kazuyuki Murase, “An image denoising technique using feed forward neural network”, Proceedings of the International Symposium on Intelligent System (iFAN2010), Tokyo, Japan, 2010
  • Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “An efficient feature selection using ant colony optimization algorithm”, Proceedings of the 16th International Conference on Neural Information Processing (ICONIP2009), C.S. Leung, M. Lee, and J.H. Chan (Eds.): ICONIP 2009, Part II, Lecture Notes in Computer Science, Springer, Berlin/Heidelberg, vol. 5864, pp. 242-252 (Winner of travel grant given to upper 15% of submission), Bangkok, Thailand, December 1-5, 2009.
  • Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection”, Proceedings of the 16th International Conference on Neural Information Processing (ICONIP2009), C.S. Leung, M. Lee, and J.H. Chan (Eds.): ICONIP 2009, Part II, Lecture Notes in Computer Science, Springer, Berlin/Heidelberg, vol. 5864, pp. 150-158, Bangkok, Thailand, December 1-5, 2009.
  • Md. Monirul Kabir, Md. Monirul Islam, and Kazuyuki Murase, “A new wrapper feature selection approach using neural network”, Proceedings of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2008),  pp. 1953-1958, Nagoya, Japan, Sept. 17-21, 2008.
  • Md. Asaduzzaman, Md. Shahjahan, Md. Monirul Kabir, M. Ohkura, and Kazuyuki Murase, “Generation of equal length patterns for heterogeneous patterns for using in artificial neural networks”, Proceedings of International Joint Conference on Neural Networks (IJCNN2008), pp. 3382-3387, Hong Kong, 2008.
  • Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “Diversity-based feature selection from neural network with low computational cost”, Proceedings of the 14th International Conference on Neural Information Processing (ICONIP2007), M. Ishikawa, K. Doya, H. Miyamoto, and T. Yamakawa (Eds.): ICONIP 2007, Part II, Lecture Notes in Computer Science, Springer, Berlin/Heidelberg, vol. 4985, pp. 1017-1026, Kitakyushu, Japan, November 13-16, 2007.
  • Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “Feature subset selection using constructive neural nets with minimal computation by measuring contribution”,Proceedings of the 14th International Conference on Neural Information Processing (ICONIP2007), M. Ishikawa, K. Doya, H. Miyamoto, and T. Yamakawa (Eds.): ICONIP 2007, Part I, Lecture Notes in Computer Science, Springer, Berlin/Heidelberg, Vol. 4984, pp. 374-384 (Winner of travel grant given to upper 15% of submission), Kitakyushu, Japan, November 13-16, 2007.
  • P. Chakraborti, F. Ahmed, Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase, “An automatic speaker recognition system”, Proceedings of the 14th International Conference on Neural Information Processing (ICONIP2007), M. Ishikawa, K. Doya, H. Miyamoto, and T. Yamakawa (Eds.): ICONIP 2007, Part I, Lecture Notes in Computer Science, Springer, Berlin/Heidelberg, vol. 4984, pp. 517-528, Kitakyushu, Japan, November 13-16, 2007.
  • Md. Monirul Kabir and Kazuyuki Murase, “Rank-based feature selection of diabetes classification with positive correlation” Proceedings of Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2006),  pp. 445-450, Tokyo, Japan, Sept. 20-24, 2006.
  • Md. Shahjahan, Md. Monirul Kabir, and Kazuyuki Murase, “Convergence of coherent components of neural networks by positive correlation learning”, Proceedings of International Joint Conference on Neural Networks (IJCNN2005), pp. 1291-1296, Montreal, Canada, July 30-August 4, 2005
  • Md. Shahjahan, Md. Monirul Kabir, Md. Monirul Islam, and Kazuyuki Murase, “Single neural net training through partial and complete negative correlation of hidden nodes for time series prediction”, Proceedings of 6th International Conference on Computer and Information Technology (ICCIT2003), pp. 765-770, Dhaka, Bangladesh, Dec. 2003.
  • Md. Shahjahan, Md. Monirul Kabir, Md. Monirul Islam, and Kazuyuki Murase, “Recognizing appearance of objects by non-linear auto-associative network with negative correlation learning of weights”, Proceedings of 6th International Conference on Computer and Information Technology (ICCIT2003), pp. 759-764, Dhaka, Bangladesh, Dec. 2003.
Topic Info
Supervisions
  • Philosophical Doctorate (Ph.D):  Two students
  • Post-Graduate Supervision (Completed): 
    M.Sc. Engg.: (i) Two students already completed the degree, (ii) three students under supervisions.
    M. Engg.: (i) Two students already completed the degree, (ii) six students under supervisions.
  • Undergraduate Supervision: Currently 12 students.
Reviewer
  • Pattern Recognition Letters
  • Integrated Computer-Aided Engineering
  • Pattern Analysis and Applications
  • Computers in Biology and Medicine
  • International Journal of Pattern Recognition
  • International Journal of Advanced Robotic Systems
Project
Experience

UGC Projects Conducted as a Project Director

  • Memo number: 6(77)/bimok/bika/prokoushal(7)/2013/6864
    Project Title: Short-Term Electrical Load Forecasting using Artificial Neural Network for Gazipur District in Bangladesh
    Status: Successfully completed
  • Memo number: dhaproprobi/poa(goush)/2014-15/397
    Project Title: Analyzing the entire power system of Bangladesh using PSAF simulator
    Status: Proceeding
Session Chair
  • In EICT2015 International Conference held in KUET, Khulna, Bangladesh, for the session of “Power System Analysis”, 2015.
Book Chapter
  • Md. Monirul Kabir, Md. Shahjahan, Kazuyuki Murase (2013) Ant Colony Optimization toward Feature Selection, Ant Colony Optimization (Helio J.C. Barbosa, ed) InTech, Rijeka, Croatia, ISBN 978-953-51-1001-9, pp.3-44. doi.org/10.5772/51707.