Dr. Muhammad Aminul Haque Akhand
Professor
Dept. of Computer Science and Engineering(CSE)
Khulna University of Engineering & Technology (KUET)
Khulna -9203, Bangladesh.
Cell: +880-1714087205, Mail : akhand@cse.kuet.ac.bd, akhandkuet@yahoo.com
Website : www.kuet.ac.bd/cse/akhand/

Welcome to my personal site. I am servicing as a Professor in the Dept. of CSE, KUET. I have been graduated from this university in 1999 and then started service as a programmer in Software Company. I started research work while doing Master of Engineering in University of Fukui, Japan. After getting M. Eng. in Human and Artificial Intelligent Systems, I enrolled doctoral program in the same university and awarded Doctor of Engineering in System Design Engineering on Intelligent Information Systems in March, 2009. Now I have devoted myself to teaching and research in KUET. In this site you may find short description about my education, professional experience, research, etc.

About research, I am interested in Artificial Intelligence specifically (i) Artificial Neural Networks (ANN) and Neural Networks Ensemble (NNE), (ii) Evolutionary Computation and other Bio-inspired Computing Techniques, (iii) Application of ANN in Real Life Problem (iv) Bioinformatics and, (v) Pattern Recognition. My research works are published in several international journals and international conference proceedings.

I am the Head of the Computational Intelligence Research Group (CIRG) (http://www.kuet.ac.bd/cse/compint/) in the Department of Computer Science and Engineering at KUET. I am also editorial board member and reviewer of several international journals.

I was Associate Director (Academic and Research Wing) of the newly established institute named Institute of Information and Communication Technology (IICT) (http://www.kuet.ac.bd/iict). Moreover, I was the manager of Integrated Automation of KUET (IAoKUET), HEQEP project (http://www.kuet.ac.bd/IAoKUET) funded by World Bank and Govt. of Bangladesh.

I was in Japan (Oct-Dec , 2017) as a JSPS fellow with honor of Visiting Professor at University of Fukui. Research knowledge exchange and establishment of collaboration are the great achievements during the fellowship while visiting different laboratories of University of Fukui, Toyama Prefectural University, Tokyo Metropolitan University, Saitama University and Tohoku University. About my research outcome, I have touched 100 publications by the end of 2017. I expect better collaborative research in coming days.

Another news is that KUET authority appointed me as the head of the department for next two years effective from Jan 01, 2018. I want your support, help and valuable suggestions to lead the department for better education and research.

Finally, anyone is welcome to share any research or project related idea or to do collaborative research related to my field. Thanks a lot for visiting my site.

Educational Records

Secondary School Certificate Examination/Equivalent
Bangladesh Railway High School, Bangladesh . (1987-1991)
 
Higher Secondary Certificate Examination/Equivalent
Shahid Smrity Adarsha College, Bangladesh . (1991-1993)
 
Bachelor of Science in Electrical and Electronic Engineering
Khulna University of Engineering & Technology (KUET), Bangladesh. -1999)
 
Master of Engineering in Human and Artificial Intelligent Systems
University of Fukui, Japan. -2006)

Thesis Title: A Hybrid Sequential and Simultaneous Training Algorithm for Constructing Compact Neural Network Ensemble

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Doctor of Engineering in System Design Engineering on Intelligent Information Systems
University of Fukui, Japan. -2009)

Thesis Title: : Ensembles of Diverse Neural Networks

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Scholarship/Award Received

Technical Innovation, Research and Development Grant of Ministry of Science and Technology, Bangladesh
1-Mar-2013
Title: Development of an Intelligent Internet Browsing System (for low Educated people of Bangladesh), Organization: Ministry of Science and Technology, Bangladesh, Year: 2013.
Research Grant of KUET
1-Jul-2012
Title: Research Grant of KUET (to Design and Development of Intelligent Software to Convert Traditional Bangla Fonts to Unicode Fonts), Organization: Khulna University of Engineering & Technology, Bangladesh, Year: 2012.
Academic Innovation Fund Award
3-Jan-2011
Title: Academic Innovation Fund Award of 19.78 Million BDT (Around 250000 USD) (to implement World Bank and Bangladesh Govt. funded project in Khulna University of Engineering & Technology for the automation Academic, Accounts and Administrative Systems), Organization: University Grants Commission, Bangladesh, Year: 2011-2013.
The Winner of the First Prize in the Best Paper Award Competition in SCIS&ISIS 2006, Japan
4-Sep-2006
Title: The Winner of the First Prize in the Best Paper Award Competition (for the outstanding paper submitted in the conference), Organization: Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2006), Japan, Year: 2006.
The Winner of the Session Best Presentation Award in SCIS&ISIS 2006, Japan
1-Sep-2006
Title: The Winner of the Session Best Presentation Award (for the outstanding paper presented in a session, that is different from paper of best paper award), Organization: Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2006), Japan, Year: 2006.
MONBUKAGAKUSHO (MEXT) Scholarship of Japan Govt.
1-Oct-2003
Title: MONBUKAGAKUSHO (MEXT) Scholarship (as an international imminent scholar from Bangladesh) for M.Enineering and Ph.D., Organization: Japan Government, Japan, Year: 2003-2009.
Technical Scholarship of KUET
1-Mar-1995
Title: Technical Scholarship (for securing outstanding result in Bachelor of Science in Engineering study period), Organization: Khulna University of Engineering & Technology, Bangladesh, Year: 1994-1998.
Junior Secondary School Scholarship
1-Jan-1989
Title: Junior Secondary School Scholarship (for securing outstanding result in Junior Secondary School Examination), Organization: Board of Intermediate & Secondary Education, Dhaka, Bangladesh, Year: 1989-1991.

Service Record

Khulna University of Engineering & Technology (KUET)
From 4-Mar-2014 to Present
Location: Khulna, Bangladesh
Position: Professor
Department/Section: Computer Science and Engineering
Responsibility: Teaching and Research
Khulna University of Engineering & Technology (KUET)
From 1-Jan-2012 to 3-Mar-2014
Position: Associate Professor
Department/Section: Computer Science and Engineering
Responsibility: Teaching and Research
Khulna University of Engineering & Technology (KUET)
From 18-Feb-2003 to 31-Dec-2011
Position: Assistant Professor
Responsibility: Teaching and Research
Khulna University of Engineering & Technology (KUET)
From 7-May-2001 to 17-Feb-2003
Position: Lecturer
Department/Section: Computer Science and Engineering
Responsibility: Teaching and Research
Kernel Systems Limited
From 1-Aug-2000 to 6-May-2001
Location: Dhaka, Bangladesh
Position: Programmer
Responsibility: Software development, system analysis and design for commercial banking systems.
Sakaimex LTD.
From 12-Jul-1999 to 31-Jul-2000
Location: Dhaka, Bangladesh
Position: Programmer
Responsibility: Software development

Professional Training

Training Course on Creative Teaching Techniques
Organization: Continuing Education Centre, Dhaka, Bangladesh.
CISCO Networking Academy Instructor Course: Networks Fundamentals, and Routing Protocol & Concepts
Organization: Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh
A Short Course on Computer Programming in Java and its Applications
Organization: Islamic University of Technology (IUT), Dhaka, Bangladesh

Professional Body Membership

Editorial Board Member - International Journal of Image, Graphics and Signal Processing (IJIGSP)
Editorial Board Member-Intl. Journal of Electronics Communication and Computer Engineering(IJECCE)
Senior Member ( 80339821) - International Association of Computer Science and Information Technology
Member (M/23597) - Institute of Engineers Bangladesh (IEB)
Associate Member (AM2633) - Bangladesh Computer Society (BCS)

Computer Proficiency


System Design: Experienced in System Analysis and Design

Network O/S : Linux, Windows Server

Desktop O/S : Linux, Windows & DOS


Programming : Visual Basic, Visual FoxPro & Visual C++


Internet Application : PHP, ASP, HTML & Java Servlets


Database : Oracle, MS SQL Server, MySQL & FoxPro


Others : MS Office, MATLAB, Spice etc.


Research

Ongoing Researches
1. Handwritten Numeral/Character Recognition using DNNs
2. Highly Constrained University Course Scheduling using Bio-inspired Methods
3. Gene Regulatory Network Inference through Swarm Intelligence
4. Solving Capacitated Vehicle Routing Problem through Swarm Intelligence
Research Area: Machine Learning, Bio-Inspired Computing Techniques and Pattern Recognition
1. Artificial Neural Networks (ANN) and Neural Networks Ensemble
2. Evolutionary Computation and Population based Methods
3. Swarm Intelligence and other Bio-inspired Computing Techniques
4. Bioinformatics and Computational Biology
5. Handwritten Numeral/Character Recognition using Deep Neural Networks(DNNs)

Books

M. A. H. Akhand and K. Murase, Neural Networks Ensembles: Existing Methods and New Techniques, ISBN:10: 10: 3838391373 & ISBN-13: 978-3838391373, M. A. H. Akhand and K. Murase, 2010

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M. A. H. Akhand, Gene Regulatory Network Inference: Information Theoretic and Model Based Approaches, ISBN:ISBN-10: 3330344059, ISBN-13: 978-3-330-34405-1 & EAN: 9783330344051, LAP LAMBERT Academic Publishing, 2017

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Book Chapter

Md. Monirul Islam, M.A.H. Akhand and K. Murase, Dynamic Systems Approach for Embodiment and Sociality: From Ecological Psychology to Robotics, Editors: K. Murase and T. Asakura, Volume:6, International Series on Advanced Intelligence, 2003

International Journal

38 Sk. Imran Hossain, M. A. H. Akhand, M. I. R. Shuvo, N. Siddique and H. Adeli, “Optimization of University Course Scheduling Problem using Particle Swarm Optimization with Selective Search,” Expert Systems With Applications, vol. 127, no. 1, pp. 9-24, 2019. Journal Indexing & Rating:Web of Science (Thomson Reuters, IF:3.77), Scopus(SJR: 1.27, H Index: 145, Q1).
37 Mahtab Ahmed, M. A. H. Akhand and M. M. Hafizur Rahman, “Recognizing Bangla Handwritten Numeral utilizing Deep Long Short Term Memory,” I.J. Image, Graphics and Signal Processing(IJIGSP), vol. 11, no. 1, pp. 23-32, 2019. DOI: 10.5815/ijigsp.2019.01.03. Journal Indexing & Rating: IndexCopernicus, IET Inspec.
36 Zahrul Jannat Peya, M. A. H. Akhand and K. Murase, “ Capacitated Vehicle Routing Problem Solving through Adaptive Sweep based Clustering plus Swarm Intelligence based Route Optimization ,” Orient. J. Comp. Sci. and Technol, vol.11, no. 2, pp. 88-102, 2018.
35 R. Hata, M. A. H. Akhand, Md. Monirul Islam and K. Murase, “ Simplified Real-, Complex-, and Quaternion- Valued Neuro-Fuzzy Learning Algorithms,” I. J. Intelligent Systems and Applications (IJISA), vol. 10, no. 5, pp. 1-13, 2018. DOI: 10.5815/ijisa.2018.05.01 Journal Indexing & Rating: Scopus, IET Inspec, IndexCopernicus.
34 M. A. H. Akhand, Mahtab Ahmed, M. M. Hafizur Rahman and Md. Monirul Islam “Convolutional Neural Network Training incorporating Rotation-Based Generated Patterns and Handwritten Numeral Recognition of Major Indian Scripts, IETE Journal of Research, Taylor & Francis, vol. 62, no. 2, pp.176-194, 2018. DOI: 10.1080/03772063.2017.1351322 Journal Indexing & Rating: Web of Science (Thomson Reuters, IF: 0.909), Scopus (SJR: 0.17, H Index: 16, Q3), Ei Compendex.
33 Sudipta Singha Roy, Mahtab Ahmed and M. A. H. Akhand, “Noisy Image Classification Using Hybrid Deep Learning Methods,” Journal of Information and Communication Technology (JICT), vol. 17, no. 2, pp. 233-269, 2018. Journal Indexing & Rating: Web of Science (Thomson Reuters), Scopus (SJR: 0.21, H Index: 4, Q3).
32 Sudipta Singha Roy, Sk. Imran Hossain, M. A. H. Akhand and K. Murase, “ A Robust System for Noisy Image Classification Combining Denoising Autoencoder and Convolutional Neural Network,International Journal of Advanced Computer Science and Applications (IJACSA), vol. 9, no. 1, pp.224-235, 2018. DOI : 10.14569/IJACSA.2018.090131 Journal Indexing & Rating: Web of Science (Thomson Reuters), IET Inspec, Index Copernicus.
31 M. A. H. Akhand, Zahrul Jannat Peya, Tanzima Sultana and M. M. Hafizur Rahman, “Solving Capacitated Vehicle Routing Problem Using Variant Sweep and Swarm Intelligence,Journal of Applied Science and Engineering, vol. 20, no 4, pp.511-524, 2017. DOI: 10.6180/jase.2017.20.4.13. Journal Indexing & Rating: Web of Science (Thomson Reuters), Scopus (SJR: 0.16, H Index: 21, Q3), Ei Compendex.
30 M. A. H. Akhand, Zahrul Jannat Peya and K. Murase, “Capacitated Vehicle Routing Problem Solving using Adaptive Sweep and Velocity Tentative PSO,International Journal of Advanced Computer Science and Applications (IJACSA), vol. 8, no. 12, pp.288-295, 2017. DOI : 10.14569/IJACSA.2017.081237 Journal Indexing & Rating: Web of Science (Thomson Reuters), IET Inspec, Index Copernicus.
29 R. Hata, M. A. H. Akhand and K. Murase, “Multi-Valued Autoencoders and Classification of Large-Scale Multi-Class Problem,International Journal of Advanced Computer Science and Applications (IJACSA), vol. 8, no. 11, pp.19-26, 2017. DOI : 10.14569/IJACSA.2017.081103 Journal Indexing & Rating: Web of Science (Thomson Reuters), IET Inspec, Index Copernicus.
28 M. A. H. Akhand, Tanzima Sultana, M. I. R. Shuvo and Al-Mahmud, “ Constructive and Clustering Methods to Solve Capacitated Vehicle Routing Problem,Orient. J. Comp. Sci. and Technol., vol.10, no. 3, paper id 6623(10 pages), 2017.
27 M. M. Hafizur Rahman, Rizal Mohd Nor, M. A. H. Akhand , T. M. T. Sembok, “Cost Effective Factor of a Midimew Connected Mesh Network, Asian Journal of Scientific Research, vol. 10, no. 4, pp. 394-399, 2017. DOI: 10.3923/ajsr.2017.394.399 Journal Indexing & Rating: Web of Science (Thomson Reuters), Scopus (SJR: 0.2, H Index: 10, Q3).
26 Md. Siddiqur Rahman Tanveer, Md. Julfikar Islam and M. A. H. Akhand, “ A Comparative Study on Prominent Swarm Intelligence Methods for Function Optimization,” Global Journal of Technology and Optimization, vol. 8, no. 1, paper id 8: 203 (8 pages), 2017. DOI: 10.4172/2229-8711.1000203
25 Md Julfikar Islam, M. S. R. Tanveer and M. A. H. Akhand, "Gene Regulatory Network Inference Using Prominent Swarm Intelligence Methods," Computational Biology and Bioinformatics, vol. 4, no. 5, pp. 37-44, 2016. DOI: 10.11648/j.cbb.20160405.11
24 A. A. Akash, A. S. Mollah and M. A. H. Akhand, "Improvement of Haar Feature Based Face Detection in OpenCV Incorporating Human Skin Color Characteristic," Journal of Computer Science Applications and Information Technology , vol. 1, no.1, paper id 8 (8 pages), 2016.
23 M. A. H. Akhand, Shaik Imran Hossain and Shahina Akter, "A Comparative Study of Prominent Particle Swarm Optimization Based Methods to Solve Traveling Salesman Problem," International Journal of Swarm Intelligence and Evolutionary Computation (IJSIEC) , vol. 5, no.3, paper id 139 (10 pages), 2016. doi: 10.4172/2090-4908.1000139
22 M. A. H. Akhand, Mahtab Ahmed and M. M. Hafizur Rahman “ Convolutional Neural Network based Handwritten Bengali and Bengali-English Mixed Numeral Recognition, I. J. Image, Graphics and Signal Processing (IJIGSP), vol. 8, no. 9, pp.40-50, 2016. doi: 10.5815/ijigsp.2016.09.06
21 M. A. H. Akhand, R. N. Nandi, S. M. Amran and K. Murase “ Gene Regulatory Network Inference using Maximal Information Coefficient, International Journal of Bioscience, Biochemistry and Bioinformatics (IJBBB), vol. 5, no. 5, pp.296-310, 2015. doi: 10.17706/ijbbb.2015.5.5.296-310
20 Pintu Chandra Shill, M. A. H. Akhand , Md. Asaduzzaman and Kazuyuki Murase,“ Optimization of Fuzzy Logic Controllers with Rule Base Size Reduction using Genetic Algorithms,” Int. J. of Information Technology and Decision Making (IJITDM) vol. 14, S0219622015500273 (30 pages), 2015. DOI: 10.1142/S0219622015500273 Journal Indexing & Rating: Web of Science (Thomson Reuters, IF: 1.66), Scopus (SJR: 0.47, H Index: 31, Q1), IET Inspec.
19 Mahtab Ahmed, Pintu Chandra Shill, Kaidul Islam and M. A. H. Akhand, “Acoustic Modeling of Bangla Words using Deep Belief Network,” I.J. Image, Graphics and Signal Processing(IJIGSP), vol. 7, no. 10, pp. 19-27, 2015. DOI: 10.5815/ijigsp.2015.10.03. Journal Indexing & Rating: IndexCopernicus, IET Inspec.
18 M. A. H. Akhand, Shahina Akter, M. A. Rashid, and S. B. Yaakob, "Velocity Tentative PSO: An Optimal Velocity Implementation based Particle Swarm Optimization to Solve Traveling Salesman Problem," IAENG International Journal of Computer Science , vol. 42, no.3, pp 221-232, 2015. Journal Indexing & Rating: Scopus (SJR: 0.33, H Index: 11, Q2), EI Compendex.
17 Md. Mahbubar Rahman, M. A. H. Akhand, Shahidul Islam, Pintu Chandra Shill and M. M. Hafizur Rahman “Bangla Handwritten Character Recognition using Convolutional Neural Network,” I.J. Image, Graphics and Signal Processing, vol. 7, no. 8, pp. 42-49, 2015. DOI: 10.5815/ijigsp.2015.08.05. Journal Indexing & Rating: IndexCopernicus, IET Inspec.
16 M. A. H. Akhand, P. C. Shill, Md. Forhad Hossen, A. B. M. Junaed and K. Murase “ Producer-Scrounger Method to Solve Traveling Salesman Problem, I.J. Intelligent Systems and Applications (IJISA), vol. 7, no. 3, pp.29-36, 2015. Journal Indexing & Rating: Scopus, IET Inspec, IndexCopernicus.
15 M. R. Awal, M. M. Hafizur Rahman, R. M. Nor, T. M. B. T. Sembok and M. A. H. Akhand, "Architecture and Network-on-Chip Implementation of a New Hierarchical Interconnection of Networks," Journal of Circuits, Systems, and Computers, vol. 24, no. 2, 1540006, 2015. Journal Indexing & Rating: Web of Science (Thomson Reuters), Scopus (SJR: 0.18, H Index: 22, Q3), IET Inspec.
14 M. A. H. Akhand, M. M. Hafizur Rahman, and K. Murase "Pattern Generation through Feature Values Modification and Decision Tree Ensemble Construction," International Journal of Machine Learning and Computing (IJMLC), vol. 3, issue 4, pp. 322-331, 2013. Journal Indexing & Rating: Scopus, IET Inspec.
13 M. A. H. Akhand, Al-Mahmud,Iqbal Hossain and K. Murase "Knowledge Discovery from National Flag through Data Mining Approach," International Journal of Knowledge Engineering and Research (IJKER), vol. 2, issue 4, pp. 212-216, 2013.
12 M. A. H. Akhand, and K. Murase "An Adaptive Ensemble Construction based on Progressive Interactive Training of Neural Networks", International Journal of Machine Learning and Computing (IJMLC), vol. 2, issue 3, pp. 283-286, 2012. Journal Indexing & Rating: Scopus, IET Inspec.
11 M. A. H. Akhand, and K. Murase , "Ensembles of Neural Networks based on the Alteration of Input Feature Values", International Journal of Neural Systems, vol. 22, issue 1, pp. 77-87, 2012
Comments: Journal Indexing & Rating: Web of Science (Thomson Reuters, IF: 6.33), Scopus (SJR: 1.12, H Index: 46, Q1), IET Inspec.
10 M. A. H. Akhand, P. C. Shill and K. Murase, "Hybrid Ensemble Construction with Selected Neural Networks", Journal of Advanced Computation Intelligence and Intelligent Informatics (JACIII), vol. 15, issue 6, pp. 652-661, 2011
Comments: Journal Indexing & Rating: Web of Science (Thomson Reuters), Scopus (SJR: 0.23, H Index: 14, Q3), EI Compendex.
9 P. C. Shill, M. A. H. Akhand, Md. Faijul Amin and K. Murase," Optimization of Fuzzy Logic Controller for Trajectory Tracking Using Genetic Algorithm", Journal of Advanced Computation Intelligence and Intelligent Informatics (JACIII), vol. 15, issue 6, pp. 639-651, 2011. Journal Indexing & Rating: Web of Science (Thomson Reuters), Scopus (SJR: 0.23, H Index: 14, Q3), EI Compendex.
8 Md. Robiul Islam, M. A. H. Akhand and K. Murase, "A Precise Evolutionary Approach to Solve Multivariable Functional Optimization", GSTF International Journal on Computing (JoC) , vol.1, issue 2, pp. 17-22, 2011.
7 M. A. H. Akhand, P. C. Shill and K. Murase, "Ensembles of Artificial Example based Neural Networks", Journal of Computers (JCP), Academy Publisher , vol.5, issue 12, pp. 1819-1827, 2010 . Journal Indexing & Rating: Scopus (SJR: 0.17, H Index: 26, Q3), IET Inspec.
6 M. A. H. Akhand and K. Murase, “Neural Network Ensemble Construction Fusing Multiple Popular Methods” , IAENG International Journal of Computer Science, vol.37, issue. 4, pp. 315-325, 2010 . Journal Indexing & Rating: Scopus (SJR: 0.33, H Index: 11, Q2), EI Compendex.
5 M. A. H. Akhand, Md. Monirul Islam and K. Murase, “Progressive Interactive Training: A Sequential Neural Network Ensemble Learning Method ”, Neurocomputing, vol.73, pp. 260-273, 2009. Journal Indexing & Rating: Web of Science (Thomson Reuters, IF: 3.31), Scopus (SJR: 0.97, H Index: 94, Q1), Engineering Index.
4 M. A. H. Akhand, Md. Monirul Islam, and K. Murase, "A Comparative Study of Data Sampling Techniques for Constructing Neural Network Ensembles", International Journal of Neural Systems, vol. 19, issue 2, pp. 67-89, 2009
Comments: Journal Indexing & Rating: Web of Science (Thomson Reuters, IF: 6.33), Scopus (SJR: 1.12, H Index: 46, Q1), IET Inspec.
3 Mashud Hyder, Md. Monirul Islam, M. A. H. Akhand and K. Murase , “Symmetry Axis based Object Recognition under Translation, Rotation and Scaling”, International Journal of Neural Systems, vol. 19, issue 1, pp. 25-42, 2009.Journal Indexing & Rating: Web of Science (Thomson Reuters, IF: 6.33), Scopus (SJR: 1.12, H Index: 46, Q1), IET Inspec.
2 M. A. H. Akhand and K. Murase, “A Minimal Neural Network Ensemble Construction Method: A Constructive Approach”, Journal of Advanced Computation Intelligence and Intelligent Informatics (JACIII), vol. 11, issue. 6, pp. 1078-1085, 2006. Journal Indexing & Rating: Web of Science (Thomson Reuters), Scopus (SJR: 0.23, H Index: 14, Q3), EI Compendex.
1 M. A. H. Akhand, Md. Monirul Islam and K. Murase, “A Hybrid Sequential and Simultaneous Training Algorithm for Constructing Neural Network Ensembles”, WSEAS Transactions on Information Science and Applications, vol.3, issue 6, pp. 1078-1085, 2006. Journal Indexing & Rating: Scopus (SJR: 0.12, H Index: 16, Q4), EI Compendex, IET Inspec.


International Conference

69 Asif Anjum Akash, M. A. H. Akhand, S. A. Shahriyar, N. Siddique, “Robust Face Detection Using Hybrid Skin Color Matching under Different Illuminations” in Proc. of 2nd International Conference on Electrical, Computer and Communication Engineering (ECCE 2019), Cox's Bazar, Bangladesh, February 07-09, 2019.
68 Safial Islam Ayon, M. A. H. Akhand, S. A. Shahriyar, N. Siddique, “Spider Monkey Optimization to Solve Traveling Salesman Problem” in Proc. of 2ndInternational Conference on Electrical, Computer and Communication Engineering (ECCE 2019), Cox's Bazar, Bangladesh, February 07-09, 2019.
67 S. A. Shahriyar, M. A. H. Akhand, N. Siddique, and T. Shimamura “Speech Enhancement Using Convolutional Denoising Autoencoder” in Proc. of 2ndInternational Conference on Electrical, Computer and Communication Engineering (ECCE 2019), Cox's Bazar, Bangladesh, February 07-09, 2019.
66 Dibbendu Singha Sopto, Safial Islam Ayon, M. A. H. Akhand and N. Siddique, “Modified Grey Wolf Optimization to Solve Traveling Salesman Problem” in Proc. of International Conference on Innovation in Engineering and Technology (ICIET) 2018 , Dhaka, Bangladesh, December 27 – 28, 2018. Comment: The Winner of the Second Prize in the Best Paper Award Competition
65 Shuvendu Roy, Sk. Imran Hossain, M. A. H. Akhand and N. Siddique, “Sequence Modeling for Intelligent Typing Assistant with Bangla and English Keyboard” in Proc. of International Conference on Innovation in Engineering and Technology (ICIET) 2018, Dhaka, Bangladesh, December 27 – 28, 2018.
64 Sudipta Singha Roy, Mahtab Ahmed and M. A. H. Akhand, “Classification of massive noisy image using auto-encoders and convolutional neural network,” in Proc. of The 8th International Conference on Information Technology (ICIT), 2017, Amman, Jordan, pp. 971-979, May 17-18, 2017. DOI: 10.1109/ICITECH.2017.8079976
63 Tanzima Sultana, M. A. H. Akhand and M. M. Hafizur Rahman, “A variant fisher and Jaikuamr algorithm to solve capacitated vehicle routing problem,” in Proc. of The 8th International Conference on Information Technology (ICIT), 2017, Amman, Jordan, pp. 710-716, May 17-18, 2017. DOI: 10.1109/ICITECH.2017.8079932
62 Mahtab Ahmed, Animesh Kumar Paul and M. A. H. Akhand, “Stacked Auto Encoder Training incorporating Printed Text Data for Handwritten Bangla Numeral Recognition,” in Proc. of 19th International Conference on Computer and Information Technology (ICCIT2016), Dhaka, Bangladesh, pp. xx-xx, December 18-20, 2016.
61 M. A. H. Akhand, Sk. Imran Hossain, Md. Fosil Habib and K. Murase, “Restriction Site Placement in Virus Genomes using Particle Swarm Optimization,” in Proc. of 2016 International Conference on Medical Engineering, Health Informatics and Technology (MediTec 2016), Dhaka, Bangladesh, pp. 1-6, December 17-18, 2016. DOI: 10.1109/MEDITEC.2016.7835367
60 Syed Tauhid Ahmed and M. A. H. Akhand, “Bangladeshi Sign Language Recognition using Fingertip Position,” in Proc. of 2016 International Conference on Medical Engineering, Health Informatics and Technology (MediTec 2016), Dhaka, Bangladesh, pp. 1-5, December 17-18, 2016. DOI: 10.1109/MEDITEC.2016.7835364
59 Mahtab Ahmed, M. A. H. Akhand and M. M. Hafizur Rahman, “Handwritten Bangla Numeral Recognition using Deep Long Short Term Memory,” in Proc. of International Conference on 
Information & Communication Technology for the Muslim World (ICT4M), Jakarta, Indonasia, pp. 310-315, November 22-24, 2016. DOI: 10.1109/ICT4M.2016.069
58 M. M. Hafizur Rahman, M. N. M. Ali, R. M. Nor, T. M. T. Sembok and M.A.H. Akhand , “Time-Cost Effective Factor of a Midimew Connected Mesh Network,” in Proc. of International Conference on Information & Communication Technology for the Muslim World (ICT4M), Jakarta, Indonasia, pp. 264-268, November 22-24, 2016. DOI: 10.1109/ICT4M.2016.061
57 M. M. Hafizur Rahman, F. A. Faisal, R. M. Nor, T. M. T. Sembok, M. A. H. Akhand, and Y. Inoguchi, “Packing Density and Message Traffic Density of a Midimew Connected Mesh Network,” in Proc. of the 6th International Conference on Computer and Communication Engineering (ICCCE 2016), Kuala Lumpur, Malaysia, pp. 520-524, July 25-27, 2016.
56 Md. Julfikar Islam, Md. Siddiqur Rahman Tanveer and M. A. H. Akhand, “A Comparative Study on Prominent Nature Inspired Algorithms for Function Optimization,” in Proc. of 5th International Conference on Informatics, Electronics & Vision (ICIEV 2016), Dhaka, Bangladesh, pp. **-**, May 13-14, 2016.
55 Animesh Kumar Paul, Pintu Chandra Shill, Md. Rafiqul Islam Rabin and M. A. H. Akhand, “Genetic Algorithm Based Fuzzy Decision Support System for the Diagnosis of Heart Disease,” in Proc. of 5th International Conference on Informatics, Electronics & Vision (ICIEV 2016), Dhaka, Bangladesh, pp. **-**, May 13-14, 2016.
54 M. A. H. Akhand , R. N. Nandi, S. M. Amran and K. Murase, "A Context Likelihood of Relatedness with Maximal Information Coefficient for Gene Regulatory Network Inference," in Proc. of 18th International Conference on Computer and Information Technology (ICCIT2015), MIST, Dhaka, Bangladesh, pp. 312-316, December 21-23, 2015. Comment: The Winner of the Third Prize in the Best Paper Award Competition.
53 Mahtab Ahmed, Pintu Chandra Shill, Kaidul Islam, Md. Abdus Salim Mollah and M. A. H. Akhand , "Acoustic Modeling using Deep Belief Network for Bangla Speech Recognition," in Proc. of 18th International Conference on Computer and Information Technology (ICCIT2015), MIST, Dhaka, Bangladesh, pp. 306-311, December 21-23, 2015.
52 Animesh Kumar Paul, Pintu Chanda Shill, Md. Rafiqul Islam Rabin, Animesh Kundu and M. A. H. Akhand , "Fuzzy Membership Function Generation using DMSPSO for the Diagnosis of Heart Disease," in Proc. of 18th International Conference on Computer and Information Technology (ICCIT2015), MIST, Dhaka, Bangladesh, pp. 459-464, December 21-23, 2015.
51 M. A. H. Akhand, Jaharul Jannat, Tanzima Sultana and Al-Mahmud, “Optimization of Capacitated Vehicle Routing Problem using Producer-Scrounger Method,” in Proc. of 2015 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE 2015), BUET, Dhaka, Bangladesh, pp. 297-300, December 19-20, 2015.
50 M. A. H. Akhand, Jaharul Jannat, Tanzima Diba and Al-Mahmud, “Solving Capacitated Vehicle Routing Problem with Route Optimization using Swarm Intelligence,” in Proc. of 2015 International Conference on Electrical Information and Communication Technology (EICT2015), Khulna, Bangladesh, pp. 117-122, December 10-12, 2015.
49 Md. Asaduzzaman Miah, Mir Hussain Kabir, Md. Siddiqur Rahman Tanveer and M. A. H. Akhand “Continuous Heart Rate and Body Temperature Monitoring System using Arduino UNO and Android Device,” in Proc. of 2015 International Conference on Electrical Information and Communication Technology (EICT2015), Khulna, Bangladesh, pp. 189-194, December 10-12, 2015.
48 Muhammad Hafiz Sohaini, M.M. Hafizur Rahman, Rizal Mohd Nor, Tengku Mohd Tengku Sembok, M. A. H. Akhand and Yasushi Inoguch “A Low Hop Distance Hierarchical Interconnection Network,” in Proc. of 2015 International Conference on Electrical Information and Communication Technology (EICT2015), Khulna, Bangladesh, pp. 43-47, December 10-12, 2015.
47 M. A. H. Akhand, R. N. Nandi, S. M. Amran and K. Murase, “Gene Regulatory Network Inference incorporating Maximal Information Coefficient into Minimal Redundancy Network,” in Proc. of International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT2015), Dhaka, Bangladesh, pp. **-**, May 21-23, 2015.
46 M. A. H. Akhand, Md. Mahbubar Rahman, P. C. Shill, Shahidul Islam and M. M. Hafizur Rahman, “Bangla Handwritten Numeral Recognition using Convolutional Neural Network,” in Proc. of International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT2015), Dhaka, Bangladesh, pp. **-**, May 21-23, 2015.
45 M. A. H. Akhand, P. C. Shill, M. S. Sabuj, Z. Afrin and M. M. Hafizur Rahman, “A PSO based Transportation Network Design Optimization of the Mega City Dhaka,” in Proc. of International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT2015), Dhaka, Bangladesh, pp. **-**, May 21-23, 2015.
44 M. M. Hafizur Rahman, M. A. H. Akhand, P. C. Shill and Yasushi Inoguchi, “Butterfly Traffic Pattern in Selection Algorithm on Hierarchical Torus Network,” in Proc. of International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT2015), Dhaka, Bangladesh, pp. **-**, May 21-23, 2015.
43 M. M. Hafizur Rahman, M. A. H. Akhand, Yasuyuki Miura, and Yasushi Inoguchi, “Hot-Spot Traffic Pattern on Hierarchical 3D Mesh Network” in Proc. of the 3rd International Conference on Advanced Computer Science Applications and Technologies, Amman, Jordan, pp. 56-60, December 29-30, 2014. DOI: 10.1109/ACSAT.2014.17
42 M. A. H. Akhand, M. M. Hafizur Rahman and K. Murase “Decision Tree Ensemble Construction incorporating Feature Values Modification and Random Subspace Method,” in Proc. of International Conference on Informatics, Electronics & Vision (ICIEV 2014), Dhaka, Bangladesh, May 23-24, 2014. DOI: 10.1109/ICIEV.2014.6850822
41 Al-Mahmud and M. A. H. Akhand “ACO with GA Operators for Solving University Class Scheduling Problem with Flexible Preference” in Proc. of International Conference on Informatics, Electronics & Vision (ICIEV 2014), Dhaka, Bangladesh, May 23-24, 2014. DOI: 10.1109/ICIEV.2014.6850742
40 Md. Nazim Uddin, Md. Abdus Salim Mollah and M. A. H. Akhand “A System for Bangla Community to Enhance English Capability through Web Browsing,” in Proc. of International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT2014), Dhaka, Bangladesh, April 10-14, 2014. DOI: 10.1109/ICEEICT.2014.6919068
39 M. A. H. Akhand, Shahina Akter, and M. A. Rashid “Velocity Tentative Particle Swarm Optimization to Solve TSP,” in Proc. of International Conference on Electrical Information and Communication Technology (EICT2013), Khulna, Bangladesh, pp. 227-232, December 19-21, 2013.
38 Tania Ferdoushi, Prodip Kumer Das, and M. A. H. Akhand Highly Constrained University Course Scheduling using Modified Hybrid Particle Swarm Optimization, in Proc. of International Conference on Electrical Information and Communication Technology (EICT2013), Khulna, Bangladesh, pp. 433-437, December 19-21, 2013.
37 Md. Rabiul Awal, M. M. Hafizur Rahman and M. A. H. Akhand A New Hierarchical Interconnection Network for Future Generation Parallel Computer, in Proc. of 16th International Conference on Computer and Information Technology (ICCIT2013), Khulna, Bangladesh, pp. *-*, December 21-23, 2013.
36 A. B. M. Junaed, M. A. H. Akhand, Al-Mahmud and K. Murase "Multi-Producer Group Search Optimizer for Function Optimization," in Proc. of International Conference on Informatics, Electronics & Vision (ICIEV 2013), Dhaka, Bangladesh, May 17-18, 2013. DOI: 10.1109/ICIEV.2013.6572665
35 S. Sazzadur Rahaman, Al-Mahmud, Md. Robiul Islam and M. A. H. Akhand "Design and Development of a Bengali Unicode Font Converter," in Proc. of International Conference on Informatics, Electronics & Vision (ICIEV 2013), Dhaka, Bangladesh, pp. **-**, May 17-18, 2013.
34 M. A. H. Akhand, A. B. M. Junaed, Md. Forhad Hassen, and K. Murase “Group Search Optimization to solve Traveling Salesman Problem,” in Proc. of 15th International Conference on Computer and Information Technology (ICCIT2012), Chittagong, Bangladesh, pp. 72-77, December 22-24, 2012. [PDF]
33 M. A. H. Akhand, P. C. Shill, M. M. Hafizur Rahman and K. Murase “Ensembles of Diverse Classifiers using Synthetic Training Data,” in Proc. of the International Conference on Computer and Communication Engineering (ICCCE 2012), Kuala Lumpur, Malaysia, pp. 90-94, July 3-5, 2012.
32 M. A. H. Akhand, Shahina Akter, S. Sazzadur Rahman and M. M. Hafizur Rahman “Particle Swarm Optimization with Partial Search to Solve Traveling Salesman Problem,” in Proc. of the International Conference on Computer and Communication Engineering (ICCCE 2012), Kuala Lumpur, Malaysia, pp. 118-121, July 3-5, 2012.
31 Shaheena Sultana, M. A. H. Akhand, Prodip Kumer Das and M. M. Hafizur Rahman,"Real-time Bangla Speech to Text Conversion using SAPI," in Proc. of the International Conference on Computer and Communication Engineering (ICCCE 2012) , Kuala Lumpur, Malaysia, pp. 385-390, July 3-5, 2012. [PDF]
30 Pintu Chandra Shill, Md. Faijul Amin, M. A. H. Akhand and Kazuyuki Murase “ Design of a Self-Tuning Hierarchical Fuzzy Logic Controller for Nonlinear Swing Up and Stabilizing Control of Inverted Pendulum,” in Proc. of the 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2012) in 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), pp.1035-1042, Brisbane, Australia, June 10-15, 2012.
29 Pintu Chandra Shill, Md. Faijul Amin, M. A. H. Akhand and Kazuyuki Murase “Optimization of Interval Type-2 Fuzzy Logic Controller Using Quantum Genetic Algorithms,” in Proc. of the 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2012) in 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), pp.1027-1034, Brisbane, Australia, June 10-15, 2012.
28 M.M. Hafizur Rahman and M. A. H. Akhand “A Cost and Delay Estimation of a Suite of Low-Cost Adaptive Routers for Hierarchical Torus Network,” in Proc. of International Conference on Informatics, Electronics & Vision (ICIEV 2012), Dhaka, Bangladesh, pp. 172-177, May 18-19, 2012.
27 M. A. H. Akhand and K. Murase “Hybrid Neural Network Ensemble Construction Combining Boosting and Negative Correlation Learning,” in Proc. of 14th International Conference on Computer and Information Technology (ICCIT2011), Dhaka, Bangladesh, pp. 122-127, December 22-24, 2011.
26 M. A. H. Akhand and K. Murase “Ensembles of Neural Networks through Crossover based Pattern Generation,” in Proc. of 14th International Conference on Computer and Information Technology (ICCIT2011), Dhaka, Bangladesh, pp. 457-462, December 22-24, 2011.
25 Pintu Chandra Shill, M. A. H. Akhand and K. Murase “Fuzzy Logic Controller for an Inverted Pendulum System using Quantum Genetic Optimization,” in Proc. of 14th International Conference on Computer and Information Technology (ICCIT2011), Dhaka, Bangladesh, pp. 503-508, December 22-24, 2011.
24 Pintu Chandra Shill, M. A. H. Akhand and K. Murase “Simultaneous Design of Membership Functions and Rule Sets for Type-2 Fuzzy Controllers using Genetic Algorithms,” in Proc. of 14th International Conference on Computer and Information Technology (ICCIT2011), Dhaka, Bangladesh, pp. 554-559, December 22-24, 2011.
23 M. A. H. Akhand and K. Murase, “ Alternation of Input Feature Values for Neural Network Ensemble Construction ”, in 2010 International Conference on Computer and Computational Intelligence (ICCCI 2010), Nanning, China, Vol.3, pp. 333-338, December 25-26,2010.
22 M. A. H. Akhand and K. Murase, “ An Adaptive Ensemble Construction Method using Progressive Interactive Training of Neural Networks ”, in 2010 International Conference on Computer and Computational Intelligence (ICCCI 2010), Nanning, China, Vol.3, pp. 528-532, December 25-26,2010.
21 Md. Robiul Islam, M. A. H. Akhand and K. Murase, “ A Precise Genetic Algorithm for Function Optimization Genetic Algorithm ”, in 2010 International Conference on Computer and Computational Intelligence (ICCCI 2010), Nanning, China, Vol.3, pp. 533-537, December 25-26,2010.
20 M. A. H. Akhand, Md. Faijul Amin and K. Murase, “ Neural Network Ensemble Construction blending Several Methods ”, in Proc. of International Symposium on Intelligent Systems(iFan2010), Tokyo, JAPAN, September 25-26,2010.
19 P. C. Shill, M. A. H. Akhand, Md. Faijul Amin and K. Murase, “ On the Optimum Design of Fuzzy Logic Controller for Trajectory Tracking Using Genetic Algorithms ”, in Proc. of International Symposium on Intelligent Systems(iFan2010), Tokyo, JAPAN, September 25-26,2010.
18 Pintu Chandra Shill, M. A. H. Akhand, Shila Rani Das and Aruna Paul, “ Application of Evolutionary Algorithm in Optimizing the Fuzzy Rule Base for Nonlinear System Modelin ”, in Proc. of International Conference on Computer and Communications Engineering (ICCCE'2010), Kuala Lumpur, Malaysia, May 11-13,2010.
17 M. A. H. Akhand, Pintu Chandra Shill and K. Murase, “ Neural Network Ensembles based on Artificial Training Examples ”, in Proc. of 12th International Conference on Computer and Information Technology (ICCIT2009), Dhaka, Bangladesh, pp. 349-354, December 21-23,2008.
16 M. A. H. Akhand, Md. Monirul Islam and K. Murase, “ Ensemble with Selected Heterogeneous Neural Networks ”, in Proc. of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2008), Nagoya, Japan, pp. 924-929, September 17-21,2008.
15 M. A. H. Akhand, Md. Monirul Islam and K. Murase, “ Selecting Neural Network Ensemble Methods based on Problem's Characteristics: An Empirical Study ”, in Proc. of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2008), Nagoya, Japan, pp. 2091-2096, September 17-21,2008.
14 Md. Monirul Islam, Md. Faijul Amin, M. A. H. Akhand and K. Murase, “ Neural Network Construction with Functional Adaptation ”, in Proc. of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2008), Nagoya, Japan, pp. 87-92, September 17-21,2008.
13 M. A. H. Akhand, Md. Monirul Islam and K. Murase, “ Training of Neural Network Ensemble through Progressive Interaction ”, in Proc. of 2008 International Joint Conference on Neural Networks (IJCNN2008), Hong Kong, pp. 98-108, June 1-6,2008.
12 M. A. H. Akhand and K. Murase, “ Neural Network Ensemble Training by Sequential Interaction ”, in Proc. of 17th International Conference on Artificial Neural Networks (ICANN2007), Porto, Portugal, September 9-13,2007, LNCS Vol.4668, pp.98-108.
11 M. A. H. Akhand and K. Murase, “ A Constructive Approach for Adaptive Neural Network Ensemble Construction ”, in Proc. of Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2006), Tokyo, Japan, pp. 469-474, September 20-24,2006. Comment: The Winner of the Session Best Presentation Award.
10 M. Iqbal Bin Shahid, Md. Monirul Islam, M. A. H. Akhand and K. Murase, “ A New Algorithm to Design Multiple Hidden Layered Artificial Neural Networks ”, in Proc. of Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2006), Tokyo, Japan, pp. 463-468, September 20-24,2006. Comment: The Winner of the First Prize in the Best Paper Award Competition.
9 Mohammad Shafiul Alam, Md. Monirul Islam, M. A. H. Akhand and K. Murase, “ A Recurring Multi-Stage Evolutionary System for Balancing Exploitation and Exploration ”, in Proc. of Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2006), Tokyo, Japan, pp. 1111-1116, September 20-24,2006. Comment: The Winner of the Session Best Presentation Award.
8 Md. Mashud Hyder, Md. Monirul Islam, M. A. H. Akhand and K. Murase, “ A Novel Two-Stage Approach for Translation, Rotation and Scale Invariant Character Recognition ”, in Proc. of Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2006), Tokyo, Japan, pp. 1352-1357, September 20-24,2006. Comment: The Winner of the Session Best Presentation Award.
7 M. A. H. Akhand, Md. Monirul Islam, and K. Murase, “ A Hybrid Training Approach to Create Neural Network Ensemble ”, in Proc. of 8th International Conference on Computer and Information Technology (ICCIT2005), Dhaka, Bangladesh, pp. 832-837, December 28-30,2005.
6 M. A. H. Akhand, Md. Monirul Islam and K. Murase, “ A Hybrid Algorithm for Compact Neural Network Ensemble ”, in Proc. of International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2005), Vienna, Austria, pp. 471-478, IEEE Press, vol., November 28-30,2005.
5 M. A. H. Akhand, Md. Monirul Islam and K. Murase, “ Component Neural Network Addition Based on Misclassified Patterns Leads to Create Compact Neural Net ”, in Proc. of 4th International Symposium on Human and Artificial Intelligence Systems (From Control to Autonomy), Fukui, Japan, pp. 271-276, December 5-6,2004.
4 M. A. H. Akhand, Md. Monirul Islam, and K. Murase, “ A Constructive Algorithm for Neural Network Ensemble: Dynamical Change in Input Space (DCIS) ”, in Proc. of Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent Systems(SCIS&ISIS2004), Tokyo, Japan, pp. (6 pages) CD-ROM WP-6-3, September 21-24,2004.
3 Md. Monirul Islam, M. A. H. Akhand, Md. Abdur Rahman and K. Murase, “ Weight Freezing to Reduce Training Time in Designing Artificial Neural Networks ”, in Proc. of 5th International Conference on Computer and Information Technology(ICCIT2002), Dhaka, Bangladesh, pp. 132-136, December 27-28,2002.
2 Md. Monirul Islam, M. A. H. Akhand and K. Murase, "A New Algorithm for Training Cooperative Neural Network Ensembles," in Proc. of 2nd International Conference on Electrical and Computer Engineering (ICECE2002), Dhaka, Bangladesh, pp. 386-389, December 26-28, 2002.
1 Md. Monirul Islam, M. A. H. Akhand and K. Murase, “ A New Algorithm to Design Neural Network Ensembles ”, in Proc. of 3rd International Symposium on Human and Artificial Intelligence Systems (Dynamic Systems Approach for Embodiment and Sociality), Fukui, Japan, pp. 129-135, December 6-7,2002.


Course Conduction


Post Graduate: Soft Computing, Bio-inspired Computing Techniques, Bioinformatics and Computational Intelligence in Biomedical Engineering.

Under Graduate: Machine Learning, Digital System Design, Computer Networks, Computer Architecture and Organization.

Supervision


M.Sc. Thesis:

1. A Precise Evolutionary Approach to Solve Multivariable Functional Optimization - June 2011

2. Particle Swarm Optimization with Partial Search to Solve Traveling Salesman Problem - November 2013

3. University Class Scheduling using Ant Colony Optimization with Selective Population - March 2015

4. Highly Constrained University Course Scheduling using Hybrid Particle Swarm Optimization - May 2015

5. Solving Capacitated VRP through Clustering with Variant Sweep Algorithm and Route Optimization using SI - May 2016

6. Handwritten Bangla Numeral Recognition Using Deep Neural Networks - May 2017

** Some other students are also working on Particle Swarm Optimization (PSO) and other Bio-inspired Computing Techniques.

Student Corner

 
Last Update: 23 Mar 2019