Dr. Md. Shahjahan
Professor
Dept. of Electrical and Electronic Engineering
Khulna University of Engineering & Technology (KUET)
Khulna -9203, Bangladesh. Phone: 88-041-769470 ext 345
Cell: 88-01912251993, Fax: 88-041-774403, Mail : mdjahan8@yahoo.com
Website : www.kuet.ac.bd/eee/jahan/

Books

Name of Book: Ant Colony Optimization – Techniques and Applications, Edited by Helio J.C. Barbosa, ISBN 978-953-51-1001-9, InTech publishing, ISBN 980-953-307-579-7, 2013, Published: February 20, 2013. Chapter Name: Ant Colony Optimization toward Feature Selection, Authors: Md. Monirul Kabir, Md. Shahjahan, Kazuyuki Murase.

International Journal

23 Md. Asaduzzaman, Md. Shahjahan, Fatema Johera Ahmed, and Kazuyuki Murase (2015) Real time decision making forecasting using Data mining and Decision tree, Information - An International Interdisciplinary Journal (Scopus), Vol. 18, No. 7, pp.3027-3047, July 2015
22 Md. Asaduzzaman, Md. Shahjahan, Fatema Johera Ahmed, Md. Monirul Islam and Kazuyuki Murase, (2014) “Integrating piecewise linear representation and ensemble neural network for stock price prediction”, Information, (Scopus), Vol. 17, No. 6(B), pp. 2881-2902, June 2014.
21 Zakir Hossain, Md. Monirul Kabir, Md. Shahjahan, (2015) “A Robust Feature Selection System using Colin’s CCA Network” accepted, NEUROCOMPUTING. Aug 2015.
20 Abu Nasir Mohammad Enamul Kabir, Hussain Muhammad Imran Hasan, Mohd. Abdur Rashid, A. Azmi, Md. Zakir Hossain and Md. Shahjahan, "Resemblance of rain fall in Bangladesh with correlation dimension And neural network learning", American Journal of Applied Sciences (Scopus), vol. 10, issue 10, pp. 1172-1180, 2013
19 A. N. M Enamul Kabir, M. Z. Hossain, M. A Rashid, W. O. A Saifuddin & Md. Shahjahan, (2014) “Extraction of Inherent Frequency Components of Multiway EEG Data Using Two-Stage Neural Canonical Correlation Analysis” Modern applied Science (Scopus), Vol. 8, No. 1, Jan 2014.
18 Md. Asaduzzaman, A. N. M Enamul Kabir, Nokib Uddin, Abu Shahab Mollah, Md. Nurunnabi, Md. Shahjahan (2012), A Feature Selection Approach Using Asymmetry, Stamford Journal of Electrical, Electronic & Communication Technology, Vol –III, Issue-1, pp. 28-34, July 2012.
17 Md. Shahjahan and K. Murase (2003) A Dynamic Node Decaying Method for Pruning Artificial Neural Network, IEICE Transaction on Information and Systems, Vol. E86-D, No. 4, pp. 736-751.
16 Md. Shahjahan and K. Murase (2005) A cooperative Learning Rule for Canonical Correlation Analysis, GESTS International Transaction on Computer Science & Engineering, Vol. 10, no. 1, pp. 1-12.
15 Md. Shahjahan, Y. Sakuragawa and K. Murase (2005) Parallel Cooperative Neural Controller Evolution for Autonomous Robots in a Real Environment, WSEAS Transaction on Information Science and Applications, Issue 10, Vol. 2, pp.1649-1658.
14 Md. Shahjahan and K. Murase (2005) Neural Network Training Algorithm with Positive Correlation, IEICE Transaction on Information and Systems, Vol. 88-D, No. 10, pp. 2399-2409.
13 Md. Shahjahan and K. Murase (2006) A Pruning Algorithm for Training Cooperative Neural Network Ensembles, IEICE Transaction on Information and Systems, Vol. 89-D, N¬-3, pp.1257-1269.
12 Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase (2007) A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning, Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), Vol. 11, no. 6,pp. 570-581.
11 Mineki Ohkura, Md. Shahjahan, and Kazuyuki Murase, Evolution of Cooperative Ensemble Neural Network Controller for Autonomous Mobile Robots, International Journal of Biomedical Soft computing and Human Sciences, Vol. 16, No. 1, pp. 103-119, Sep. 2010.
10 Md. Asaduzzaman, Md. Shahjahan, and Kazuyuki Murase (2009) Faster Training Using Fusion of Activation Functions for Feed forward Neural Network, International Journal of Neural System (IJNS), Vol. 19, No. 6, pp. 437–448.
9 Kolyan Kumar Devnath, Sultan Uddin Ahmed, Md. Shahjahan, Kazuyuki Murase (2010) A Paper Currency Recognition System Using Negatively Correlated Neural Network Ensemble, AP journal of multimedia, Vol. 5, No. 6, pp. 560-567, Dec. 2010.
8 Md. Shahjahan, Sultan Uddin Ahmed, H. M Imran Hasan, and Kazuyuki Murase, (2010) “Extraction of Interesting Features from Human Motion”, Springer journal of 3D research, Vol. 1, Issue 3, pp. 1-8.
7 Md. Shahjahan, Md. Asaduzzaman, Mineki Ohkura and Kazuyuki Murase (2011) Extraction of Customer Attitude Using Neural Network and Canonical Correlation Analysis, International Journal of Electronic Marketing and Retailing (IJEMR), Inderscience Publisher, UK, Vol. 4, No. 1, pp. 30-48, 2011.
6 Sultan Uddin Ahmed, Md. Shahjahan, and Kazuyuki Murase (2011) A Lempel Ziv Complexity based Neural Network Pruning Algorithm, International Journal of Neural System (IJNS), Vol. 21, No. 5, October. 2011, pp.427–441.
5 Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase (2011) A New Local Search Based Hybrid Genetic Algorithm for Feature Selection, Neurocomputing, Volume 74, Issue 17, October 2011, pp. 2914-2928.
4 Md. Monirul Kabir, Md. Shahjahan, and Kazuyuki Murase (2011) “Ant Colony Optimization for Feature Selection involving Effective Local Search”, Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), Vol. 15, No. 6, pp. 671-680, Aug. 2011.
3 Md. Asaduzzaman, Md. Shahjahan, Kazuyuki Murase (2011) Extraction of Interesting Rules from Internet Search Histories, Academy Publisher (AP) Journal of Software, Vol. 6, No. 1, pp. 10-19, Jan. 2011.
2 Sultan Uddin Ahmed, Md. Shahjahan, and Kazuyuki Murase, (2011) Injecting Chaos into Feed forward Neural Networks, Neural Processing Letters, Vol. 34, no. 1, pp. 87-100, Aug., 2011.
1 Md. Monirul Kabir, Md. Shahjahan, Abdul Rahman Hafiz, and Kazuyuki Murase (2012) A new Hybrid Ant Colony Optimization Algorithm for Feature Selection, Expert System with Applications, Vol. 39, Issue 3, pp.3747-3763.


International Conference

57 Md. Syadus Sefat and Md. Shahjahan, "A Hand Gesture Recognition Technique from Real Time Video" ICEEICT, May 2015, JU, Bangladesh
56 Md. Syadus Sefat and Md. Shahjahan, "An Embedded Approach to Visual Prosthesis Chip" ICEEICT, May 2015, JU, Bangladesh.
55 Sefat, M.S.; Sarker, D.K.; Shahjahan, M., "Design and implementation of a vision based intelligent object follower Robot" 9th International Forum on Strategic Technology (IFOST), 2014 , vol., no., pp.425,428, 21-23 Oct. 2014
54 Md. Syadus Sefat, Abdullah Al Mamun Khan, Md. Shahjahan, Implementation of vision based intelligent home automation and security system, International conf on Informatics Electronics & vision (ICIEV), Dhaka, May 2014.
53 A.K.M. Rezwanur Rahman, Md. Shahabul Alam, Md. Zakir Hossain, Md. Shahjahan, “Localization of FACTS Devices for Optimal Power flow using Genetic Algorithm” in International Conf. on Electrical information and Communication Technology (EICT 2013), Khulna, Bangladesh.
52 Md. Zakir Hossain, Md. Monirul Kabir, and Md. Shahjahan, “Featrue Selection of EEG Data using Neuro-statistical Method”, in International Conf. on Electrical information and Communication Technology (EICT 2013), Khulna, Bangladesh.
51 S. Morshed, Nizam Uddin, Md. Shahjahan, “Complex-valued Neural Network Using Magnitude Encoding Technique For Real-valued Classification Problems & Time Series Prediction” in International Conf. on Electrical information and Communication Technology (EICT 2013), Khulna, Bangladesh.
50 Mitul, A.F, Rakeeb, M. ; Islam, M.M. ; Shahjahan, M, Automatic motion tracking and chaos analysis of a real time moving object, ICECE, Dec 2012, Dhaka, pp. 872 – 875.
49 M. M. Islam, Md. Shahjahan, and K. Murase (2000) Representative Evolution: A Simple and Efficient Algorithm for Artificial Neural Network Evolution, Proceedings of (IJCNN), pp. 585-590, July 24-27, Italy.
48 M. M. Islam, Md. Shahjahan, and K. Murase (2000) An Algorithm for Automatic Design of Two Hiddend Layered Artificial Neural Networks, Proceedings of (IJCNN), pp. 467-472, July 24-27, Italy.
47 M. M. Islam, Md. Shahjahan, and K. Murase (2001) Exploring Constructive Algorithm with Stopping Criteria to Produce Accurate and Diverse Individual Neural Networks in an Ensemble, Proceedings of IEEE SMC, pp. 1526-1531, October 7-10, Arizona, USA.
46 M. M. Islam, Md. Shahjahan, and K. Murase (2001), A New Weight Freezing Method for Reducing Training Time in Designing Artificial Neural Networks, Proceedings of IEEE SMC, pp. 341-346, October 7-10, Arizona, USA.
45 Md. Shahjahan, M. M. Islam, K. Murase (2002) A Competitive Node decaying Method for Artificial Neural Networks, International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES), Italy, pp. 11-15, September 16-18, Italy.
44 K. Murase, M. Ohkura, Md. Shahjahan A Matsumoto (2002) Emotional Expression of Autonomous Robot Observed and Controlled by Co behaving Robot, International Asia-Pecific Conference on Simulated Evolution and Learning (SEAL), 2002, pp. 136-140, November 18-22, Singapore.
43 Md. Shahjahan, and K. Murase (2002) Exploring Simultaneous Node Decay to Select Artificial Neural Network Structure, International Symposium on Dynamic Systems Approach for Embodiment and Sociality, pp. 329-333, December 6-7, Fukui, Japan.
42 Md. Shahjahan, M. A. H, Akhand, K. Murase (2003) A Pruning Algorithm for Training Neural Network Ensembles, Proceedings of SICE, 2003, pp. 731-736, August 4-6, Fukui, Japan.
41 T. Nakano, D. Inoua, H. Ikeda, Md. Shahjahan, K. Murase (2003) Chaotic Dynamics in Evolutionary Autonomous Mobile Robot: Correlation Dimension in Various Environment, Annual Conference of Society of Instrumentation and Control Engineers (SICE), Fukui, pp. 996-1001, August 4-6, Japan.
40 Md. Shahjahan, M. M. Kabir, M. M. Islam, K. Murase (2003) Recognizing Appearance of Objects by Non-linear Auto-associative Network with Negative Correlation of Weights, Proceedings of (ICCIT), Vol II, pp. 759-764, Dhaka.
39 Md. Shahjahan, M. M. Kabir, M. M. Islam, K. Murase (2003) Single Neural Net Training Through Partial and Complete Negative Correlation of Hidden Nodes for Time Series Prediction, Proceedings of International Conference on Computer and Information Technology (ICCIT), 2003, vol. II, pp. 765-770, Dhaka.
38 Md. Shahjahan, K. Murase (2004) Learning by Back-Propagating Output Correlation in Winner-takes-all and Auto-associative Networks, Conference of KES 2004, New-Zealand, September 20-25, pp. 968,974, Part II, Springer Verlag, 2004, Newzealand.
37 Md. Shahjahan, K. Murase (2004) Extraction of Complementary Representation of Objects by Negative Correlation of Weight, Proceedings of HART 2004, Vol. 1, pp. 490-495, 2004, Fukui, Japan.
36 Md. Shahjahan, K. Murase (2004) A Neural Learning Rule for CCA Approximation, Proceedings of ICONIP, 2004, pp. 465-470, Springer Verlag, November 22-25, India.
35 Md. Shahjahan, M. M. Kabir, K. Murase (2005) Convergence of Coherent Components of Neural Networks by Positive Correlation Learning, Proceedings of IJCNN 2005, Jul 31-Aug 04, Montreal, Canada.
34 Md. Shahjahan, Y. Sakuragawa, K. Murase (2005) Application of Neural Network ensemble for developing Control System of Autonomous Robots, Proceedings of WSEAS International Conference on Simulation, Modeling and Optimization (SMO 05), Corfu, Greece, August 17-19, 2005.
33 M. M. Kabir, Md. Shahjahan, and K. Murase (2007) Feature Subset Selection using Constructive Neural Nets with Minimal Computation by Measuring Contribution, Proceedings of ICONIP 2007, Vol. 4984, Springer, pp. 374-384, November 13-16, 2007, Kitakyushu, Japan.
32 M. M. Kabir, Md. Shahjahan, and K. Murase (2007) Diversity-based Feature Selection from Neural Network with Low Computational Cost, Proceedings of ICONIP 2007, 4984, pp. 1017-1026, Springer Verlag, Nov. 13-16, Kita Kyushu,Japan.
31 P. Chakrabort , F. Ahmed, M. M. Kabir, Md. Shahjahan, and K. Murase (2007) An Automatic Speaker Recognition System, Proceedings of ICONIP 2007, Vol. 4984, pp. 517-528, Springer, NOV 13-16, Kita Kyushu, Japan.
30 Md. Shahjahan, M. Asaduzzaman and K. Murase (2008) How to Maintain Information Content in Artificial Neural Networks with Coherence Adaptation, Proceedings of IJCNN 2008, pp.2613-2619, June 1-6, Hong Kong.
29 M. Mayen Uddin, M. Nahin, Md. Shahjahan, M. Shamim Ahsan and K. Murase (2008) An Implementation of On-line Traffic Information System Via Short Message Service (SMS) for Bangladesh, Proceedings of IJCNN 2008, pp. 2025-2032, June 1-6, Hong Kong.
28 M. Asaduzzaman, Md. Shahjahan, M. Kabir, M. Ohkura. K. Murase (2008) Generation of Equal Length Patterns from Heterogeneous Patterns for Using in Artificial Neural Networks, Proceedings of IJCNN 2008, pp. 3382-3387, June 1-6, Hong Kong.
27 Md. M. Kabir, Md. Shahjahan and Kazuyuki Murase (2009) An Efficient Feature Selection Using Ant Colony Optimization Algorithm, Proceedings of ICONIP , LNCS 5864, pp. 242–252, Nov. 21-23, Thailand.
26 Md. M. Kabir, Md. Shahjahan and Kazuyuki Murase, (2009) Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection, Proceedings of International Conference on Neural Information Processing (ICONIP), LNCS 5864, pp. 150–158, Nov. 21-23, Thailand.
25 H. M. Imran Hasan, H. M. Fahad, Md. Fazle Elahi Khan, and Md. Shahjahan (2009) Extracting Unique Patterns from Human Actions, Proceedings of ICCIT 2009 pp.273-278, Dec 21-23, Dhaka.
24 K. K Devnath, J Adhikari and Md. Shahjahan, (2009) A Currency Recognition System Using Negatively Correlated Neural Network Ensemble, Proceedings of 2009 IEEE International Conference on Computer and Information Technology (ICCIT), pp. 367-372, Dec 21-23, 2009, Dhaka.
23 M. Asaduzzaman, and Md. Shahjahan (2009) Extraction of Interesting Rules from Internet Search Histories, Proceedings of 2009 IEEE International Conference on Computer and Information Technology (ICCIT), pp. 638-643, 21-23, Dec. 2009, Dhaka.
22 Sultan Uddin Ahmed, Fazle E. Khan, Md. Shahjahan, K. Murase (2010) A Lempel Ziv Complexity Based Silent Pruning Algorithm, Proceedings of IJCNN, July, 2010, pp. 83-89, SPAIN.
21 M. Asaduzzaman, S. U. Ahmed, Fazle E. Khan, Md. Shahjahan, K. Murase (2010) Making Use of Damped Noisy Gradient in Training Neural Network, Proceedings of International Joint Conference on Neural Network (IJCNN), July, 2010, pp. 2629-2633, SPAIN.
20 Md. Monirul Kabir, Md. Shahjahan, M. Hafiz, and Kazuyuki Murase (2010) Involving Hybrid Search in Ant Colony Optimization Algorithm for Feature Subset Selection, Proceedings of FAN/iFAN, Tokyo Metropolitan University, September 2010, Japan.
19 Sultan Uddin Ahmed, Md. Shahjahan M. M. Kabir and Kazuyuki Murase (2010) An Image De-noising Technique Using Neural Network, Proceedings of Fundamental theories and Application Fields on intelligence, FAN/iFAN, Tokyo Metropolitan University, September 2010, Japan.
18 Sultan uddin Ahmed, Md. Shahjahan, and K. Murase, (2010), Chaotic dynamics of supervised neural network, ICCIT 2010, Dhaka, Dec. 23-25, pp. 412-417, Bangladesh.
17 Dipayan, Tanvir, Sultan uddin Ahmed, Md. Shahjahan, and K. Murase, (2010), An Encoding Technique for Design and Optimization of Combinational Logic Circuit, ICCIT 2010, Dhaka, pp. 232-236, Dec. 23-25, Bangladesh.
16 Tanvir Ahmad Tariq, Dipayan, Tanvir, Sultan uddin Ahmed, Md. Shahjahan, and K. Murase, A Comparative Study of Genetic Algorithm and Microbial Genetic Algorithm for classification problems, (poster) ICCIT 2010, Dhaka, Dec. 23-25, Bangladesh.
15 Sultan Uddin Ahmed, Md. Shahjahan, and K. Murase, (2010) Maximization of gradient function for efficient neural network training, International Conference on Computer and Information Technology (ICCIT) 2010, Dhaka, pp. 424-429, Dhaka, December 23-25, Bnagladesh.
14 Md. Mobarok Islam, Md. Rihab Rana, S. U Ahmed, A. N. M Enamul Kabir, Md. Shahjahan, “Neural network training with chaotic learning rate”, International Conference on Emerging Trends in Electrical and Computer Technology (ICETECT) , Tamilnadu, India, pp. 781-785, March 23-24, 2011.
13 Sultan Uddin Ahmed, Md. Fazle Elahi Khan, and Md. Shahjahan, “A filter based feature selection approach using Lempel ziv complexity”, International Symposium on Neural Network (ISNN 2011), China, pp. 260-269, May 2011, as book chapter in Springer LNCS.
12 Mobarakol Islam, Arifur Rahaman, Md Mehedi Hasan, Md Shahjahan, “An efficient neural network training algorithm with maximized gradient function and modulated chaos”, Fourth International Symposium on Computational Intelligence and Design (ISCID), Vol. 1, pp. 36-39. Oct. 2011
11 Abu Naim Rakib Ahmed, Md. Arif Iqbal, Md. Enamul Haque and Dr. Md. Shahjahan, “Performance Improvement of Chaos-Based Communications by Using Neural Filtering” in ICIEV , 2012, pp. 702 – 706, Dhaka.
10 Md. Habibullah, Md. Abdur Rafiq, Md. Shahjahan and B. C Ghosh, “Chaotic Learning Based ANN for Improved Rotor Flux Estimation of Induction Motor Drive”, International conf on Informatics Electronics & vision (ICIEV 2012), pp. 199 – 204, Dhaka.
9 Md. Assaduzzaman, A. F. M Nokib Uddin, Md. Shahjahan, and K. Murase, “Harnessing chaotic activation function in training neural network,” International conference on neural information processing (ICONIP), 2012, Qatar, Doha, Nov, 12-15, Volume 7664, pp 551-558, 2012.
8 Md. JubayerAlam Rabin, Md. SafayetHossain, Md. Abu Shahab Mollah, Md. Shahjahan, “Electrical Load Forecasting using Echo State Network” International Conference on Computer and Information Technology (ICCIT) 2012, Nov. 22-24, pp 50-54. Chittagong
7 Dilara khatun and Md. Shahjahan, “Multiband Fractal Square Koch Antenna Design for UHF/SHF Application”, International Conference on Computer and Information Technology (ICCIT) 2012, Chittagong, pp. 604-609.
6 Md. Zahid Hasan, Iftekhar Idris, A. F. M. Nokib Uddin and Md. Shahjahan, “Performance Analysis of a Coherent Chaos-Shift Keying Technique” International Conference on Computer and Information Technology (ICCIT) 2012, Chittagong, pp. 249-254 .
5 Mobarokol Islam, Rihab Rana, Tanzina Rahman, Md. Shahjahan, “A biologically plausible neurak network training algorithm with composite chaos” International Conference on Computer and Information Technology (ICCIT) 2012, pp. 15-20.
4 A. N. M. Enamul Kabir, A. F. M. Nokib Uddin, M. Asaduzzaman, M. Fahad Hasan, H. M. Imran Hasan, Md. Shahjahan, “Fusion of chaotic activation function in training neural networks” Internl. Conference on Electrical and Computer Engineering (ICECE), 2012, Dec 22-24, pp. 482-485.
3 Design and implementation of a robot for maze solving with turning indicator usinf PID controller, International conf. on Informatics Electronics & vision (ICIEV), May 18-19, 2013, Dhaka.
2 Abdullah Md. Saleh, Md. Zakir Hossain, Md. Jubayer Alam Rabin, A. N. M Enamul Kabir, Md. Fazle Elahi Khan, Md. Shahjahan, “A Learning System for Detecting Transformer Internal Faults”, International conf. on Informatics Electronics & vision (ICIEV), 2013, Dhaka.
1 Md. Zakir H, A. F. M. Nokib Uddin, Md. Jubayer Alam Rabin, Md. Shahjahan, “Canonical correlation analysis with neural network for inter subject variability realization of EEG data” International conf on Informatics Electronics & vision (ICIEV) May 18-19, 2013, Dhaka.


Last Update: 20 Jan 2016