Personal Information of Dr. Md. Monirul Kabir

Name

Dr. Md. Monirul Kabir

Designation

Professor

Department

Electrical and Electronic Engineering

Office Address

Building: Old Academic Building
Room # 116
PABX Ext.: 3071

 

Contact Information

Email at duet.ac.bd: munir at duet.ac.bd
Alternate Email: mmkdmunir at gmail.com
Mobile: 01939355012
T&T: 9204734-53 Extn: 3071

Educational Qualifications

Degree

University

Country

Year

Field

Doctor of Engg.

University of Fukui

Japan

2011

System Design Engineering

Master of Engg.

University of Fukui

Japan

2008

Human and Artificial Intelligence System

B.Sc. in Engg.

Khulna University of Engineering and Technology (KUET)

Bangladesh

1999

Electrical and Electronic Engineering

Field of Specialization:

Intelligent Control System, Artificial Neural Network

Research Interest:

Renewable Energy, Power System, Artificial Intelligence System

Carrier Profile
(Experience Profile)

  • Associate Professor at the Department of Electrical and Electronic Engineering in Dhaka University of Engineering and Technology (DUET), Gazipur-1700.

(July 08, 2015 – till date)

  • Assistant Professor at the Department of Electrical and Electronic Engineering in Dhaka University of Engineering and Technology (DUET), Gazipur-1700.

(December 29, 2011– July 07, 2015)

  • Lecturer at the Department of Electrical and Electronic Engineering in Dhaka University of Engineering and Technology (DUET), Gazipur-1700.

(May 15, 2011 –December 28, 2011)

  • Assistant Programmer at Dhaka University of Engineering and Technology (DUET), Gazipur-1700.

(August 2002 – September 2005)

  • System Engineer at Queens University, Banani, Dhaka-1213.

(April 2000 – August 2002)

Courses Taught
(Course Code and Title only)

Undergraduate Level: 1. Microprocessor and Peripherals (EEE-3603), 2. Power System Analysis (EEE-4901), Electronic Devices & Circuits (EEE-2813), Electrical Drives and Instrumentation (EEE-2823)
Postgraduate Level: Neural Networks (EEE-6203), Intelligent Control Systems (EEE-6505)

Thesis Supervision
(Number of Students)

Ph.D.: Two students
M.Sc. Engg.: (i) Two students already completed the degree, (ii) three students under supervisions.
M. Engg.: Two students already completed the degree, (ii) six students under supervisions.
B.Sc. Engg.: Currently 12 students.

Publication List (IEEE format)
(Year-wise publication List)

International Journal:
2016:

  • 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.

2013:

  • 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.

2012:

  • 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.

2011:

  • 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.

2010:

  • 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.

2007:

  • 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.

International Conferences:
2015:

 

  • 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.

2014:

  • 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.

2013:

  • 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.

2010:

  • 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

2009:

  • 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.

2008:

  • 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.

2007:

  • 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.

2006:

  • 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.

2005:

  • 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.

2003:

  • 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.

 

Research or other Academic 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

Other Profile
(Reviewer, chair, co-chair, editor, associate editor of journal or conferences or books)

Reviewer of Professional Journals

  • 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

 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.