Computer Science and Engineering

Prof. Dr. Md. Shamim Akhter

Research Interests

• AI and Machine Intelligence Tools for CSP Domain,
• Data Science Strategies for Business Analytics
• IoT and Embedded Solutions for IR4 Constraints
• Parallel or Distributed Computing

Educational Background

• Ph.D, (Information Processing, Computer Sci and Eng), Tokyo Institute of Technology, Japan
• Master of Science (MSc), (Computer Science), Asian Institute of Technology, Thailand
• Bachelor of Science (BSc), (Computer Science), American International University Bangladesh

Honors and Achievements

• Research Grant, ICT Division, Bangladesh, 2019
• IEEE Senior Member, Institute of Electrical and Electronics Engineers, 2014
• JSPS Post-Doctoral Fellowship, Japan Society for the Promotion of Science, JAPAN, 2009
• Ph.D. Conferment Commemoration Medal, National Institute of Informatics (NII), JAPAN, 2009
• The Excellent Student of The Year, FY2008, Global COE Program, Photonics Integration-Core Electronics (PICE), Tokyo Institute of Technology, JAPAN, 2008
• Dean RA, Tokyo Institute of Technology (TITECH), Japan, 2007
• Departmental RA, Tokyo Institute of Technology (TITECH), Japan, 2007
• Global COE RA grants, Tokyo Institute of Technology (TITECH), Japan, 2007
• Asia Top 100 Scholarship, Yoshida Foundation, JAPAN, 2006
• Research Grant, Thai Government and the Asian Institute of Technology, THAILAND, 2005
• Magna Cum Laude Distinction, American International University Bangladesh(AIUB), 2002
• 6th Place, 26th ACM International Collegiate Programming Contest "Asia Regional 2001, 2001

Publications

1. Performance Analysis of Deep Learning Models on Chemokines Protein Group Using Structure-Based Pattern Detection, Advances in Artificial Intelligence-Empowered Decision Support Systems, Learning and Analytics in Intelligent Systems Book, 2024, Springer Nature. URL
2. Distributed Crop Parameter Assimilation Models-PART I, 2012, LAP LAMBERT Academic Publishing.

1. Comparison of YOLO (v3, v5) and MobileNet-SSD(v1, v2) for Person Identification Using Ear Biometrics, International Journal of Computing and Digital Systems, 2023. URL
2. Identify the Beehive Sound Using Deep Learning, International Journal of Computer Science and Information Technology (IJCSIT), 2022, AIRCC. URL
3. CORBA Based Distributed Framework for GPGPU Processing, International Engineering Research Journal (IERJ), 2021.
4. A Real-time Machine Learning-Based Person Recognition System With Ear Biometrics, International Journal Of Computing and Digital System, 2021, University of Bahrain.
5. A SUMO based simulation framework for intelligent traffic management system, J. Traffic Logist. Eng, 2020. URL
6. Modeling Ant Colony Optimization for Multi-Agent based Intelligent Transportation System, International Journal of Advanced Computer Science and Applications, 2019, Science and Information (SAI) Organization Limited. URL
7. C-means clustering and deep-neuro-fuzzy classification for road weight measurement in traffic management system, Soft Computing, 2019, Springer Berlin Heidelberg.
8. Exploreing k-means with internal validity indexes for data clustering in traffic management system, International Journal of Advanced Computer Science and Applications, 2017, Science and Information (SAI) Organization Limited.
9. Bi-Directional Traffic Management with Multiple Data Feeds for Dynamic Route Computation and Prediction System, International Journal of Intelligent Computing Research (IJICR, 2016. URL
10. Neural network (nn) based route weight computation for bi-directional traffic management system, International Journal of Applied Evolutionary Computation (IJAEC), 2016, IGI Global. URL
11. Sorting N-Elements Using Natural Order: A New Adaptive Sorting Approach, Journal of Computer Science, 2010.
12. Self-organizing GA for Crop Model Parameter Estimation using Multi-resolution Satellite Images, International Journal of Geo-Informatics, 2010.
13. GSM-SMS technology for controlling home appliances remotely, International Journal of Computer Aided Engineering and Technology, 2009, Inderscience Publishers.
14. Asynchronous Grid LMF Processing of Vegetation Index for Asia, International Journal of Geo-Informatics, 2008.
15. Experimental study of distributed SWAP-GA models on the grid, IPSJ online Transactions, 2008, Information Processing Society of Japan.
16. Automated textile defect recognition system using computer vision and artificial neural networks, International Journal of Materials and Textile Engineering, 2008, Citeseer. URL
17. Adapting the LMF temporal splining procedure from serial to MPI/linux clusters, Journal of Computer Science, 2007, Science Publication.
18. Porting a GRASS raster module to distributed computing Examples for MPI and Ninf-G, OSGeo Journal, 2007.
19. Exploring strategies for parallel computing of RS data assimilation with SWAP-GA, Journal of Computer Science, 2007, Science Publication.
20. Automated System to Detect Textile Defects, AIUB Journal of Science and Engineering (AJSE), 2006.
21. Development of a GRIDRPC Tool for Satellite Images Parallel Data Assimilation in Agricultural Monitoring, International Journal of Geo-Informatics, 2006.

1. Leveraging Data Efficient Image Transformer (DeIT) for Road Crack Detection and Classification, International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 2024, IEEE. URL
2. Mask Attention-Based Vision Transformer (MA-ViT) for PCB Defect Detection, 2024 International Conference on Emerging Smart Computing and Informatics (ESCI), 2024, IEEE. URL
3. Edge-Fog-Cloud Based Hierarchical Communication Network For Traffic Management System, 11th International Conference on Informatics, Electronics & Vision (ICIEV), 2023.
4. A Crop Recommendation System With Transformer Based Deep Learning Model, 11th International Conference on Informatics, Electronics & Vision (ICIEV), 2023.
5. An Empirical Analysis of Different Protein Folding Algorithms on Cytokine Protein Structure, SARC International Conference, 2023.
6. Deep Learning with OBH for Real-Time Rotation-Invariant Signs Detection, 12th International Conference on Software and Computer Applications(ICSCA), 2023, ACM.
7. Pattern Recognition in Analog Wafermaps with Multiple Ensemble Approaches, The 2nd International Conference on Robotics, Electrical and Signal Processing Techniques 2021 (ICREST 2021), 2021, IEEE.
8. Realtime Person Identification Using Ear Biometrics, The 10th International Conference on Information Technology (ICIT 2021 ), 2021, IEEE.
9. Design and Development of An ASP.NET Based ITM Data Center To Support Open Data, The 10th International Conference on Information Technology (ICIT 2021), 2021, IEEE Xplore.
10. Musical Genre Classification on the Marsyas Audio Data Using Convolution NN, The 23rd International Conference on Computer and Information Technology (ICCIT), 2020, IEEE.
11. Deep learning-based defect detection system in steel sheet surfaces, IEEE region 10 symposium (TENSYMP, 2020, IEEE.
12. Detecting distributed denial of service attack using logistic regression and SVM methods, 2nd International Conference on Applied Information Technology and Innovation (ICAITI), 2019.
13. Machine Learning Approaches on Crop Pattern Recognition-A Comparative Analysis, IEEE International Conference on New Trends in Engineering and Technology, 2018.
14. Orientation Hashcode and Artificial Neural Network Based Combined Approach to Recognize Sign Language,, The 21st International Conference on Computer and Information Technology (ICCIT 2018), 2018.
15. Real-Time Bi-directional Traffic Management Support System with GPS and WebSocket,, The 15th IEEE International Conference on Computer and Information Technology (CIT-2015), 2015.
16. Bi-directional Traffic Management Support System with Decision Tree-based Dynamic Routing,, The 10th International Conference for Internet Technology and Secured Transactions (ICITST-2015), 2015.
17. Real-time Rotation invariant Static hand Gesture recognition using an Orientation based Hash code, 2nd International Conference on Informatics, Electronics & Vision (ICIEV), 2013.
18. MAS Workflow Model, and Scheduling Algorithm for Disaster Management System,, International Conference on Cloud Computing Technologies, Applications And Management (ICCCTAM-12), 2012.
19. A Software Framework to Support Agriculture Activities using Remote Sensing and High Performance Computing, Proceedings of 5th International Conference on Software and Data Technologies, ICSOFT 2010, 2010.
20. GRASS GIS on High-Performance Computing with MPI, OpenMP and Ninf-G Programming Framework,, Proceedings of ISPRS 2010, 2010.
21. Crop Parameter Assimilation with Parameter-less GA on High Performance Computing,, Proc. IPSJ High Performance Computing Symposium (HPCS2009, 2009.
22. Vegetation Index maps of Asia temporally splined for consistency through a High Performance and Grid System, Proceedings of 3rd International Conference on Software and Data Technologies (ICSOFT 2008), 2008.
23. Performance Evaluation of Distributed SWAP-GA Models with GridRPC., IPSJ SIG Technical Reports, 2007-HPC-111, 2007.
24. Agricultural e-Commerce for Marginalized Communities: An Effective Utilization of ICT for Bangladesh, Proceedings of First International Conference on Next-Generation Wireless Systems (ICNEWS 2006), 2006.
25. Building an Intelligent Robot Arm to Distinguish Color Object,, 17th International DAAAM Symposium "Intelligent Manufacturing & Automation: Focus on Mechatronics & Robotics, 2006.
26. Automatic Controlled Defect Sorter for Tomatoes based on Machine Vision, IEEE 4thAsian Conference on Industrial Automation and Robotics, 2005.
27. Experiment on Distributed Remote Sensing Data (Modis and Aster), Processing using Optima Cluster, Proc. The First Northeastern Computer Science and Engineering Conference (NECSEC) 2005, 2005.
28. Input Assimilation of Soil Water Atmosphere and Plant (SWAP) Model with GA using Cluster Computers, Proceedings of the 2005 International Conference on Simulation and Modeling, 2005.
29. Distributed Pixel Method to speed-up the RS data assimilation of SWAP model, In Proceedings of the MapAsia conference, 2005.
30. An Algorithm to find the Area and Area-based Feature of Image Objects and its Application in Image Matching, IEEE Third International Conference on Image and Graphics (ICIG’04), 2004.
31. An Algorithm to find the Area of Image Objects using Polygonal Approximation, 3rd IEEE International Conference on Electrical & Computer Engineering (ICECE’04), 2004.

1. A Recommender Engine for Scientific Paper Peer-Reviewing System [Book Chapter], Handbook on Artificial Intelligence-Empowered Applied Software Engineering: VOL. 2: Smart Software Applications in Cyber-Physical Systems, 2022, Springer. URL
2. DJournal: A Blockchain-Based Scientific-Paper-Reviewing System With a Self-Adaptive Reviewer Selection Sub-System [Book Chapter], Transforming Scholarly Publishing with Blockchain Technologies and AI, 2021, IGI Global. URL
3. Cloud IoT based Mobile Agent Framework for real-time traffic information acquisition, storage and retrieval [Book Chapter], Smart Devices, Applications, and Protocols for the IoT, 2019, IGI Global.
4. Scientific Paper Peer-Reviewing System with Blockchain, IPFS and Smart Contract [Book Chapter], Architectures, and Frameworks for Developing and Applying Blockchain Technology, 2019, IGI Global.
5. Design and Implementation of an Intelligent Traffic Management System- A Neural Approach [Book Chapter], Exploring Critical Approaches of Evolutionary Computation, 2018, IGI Global.
6. Exploring Cloud-Based Distributed Disaster Management with Dynamic Multi-Agents Workflow System [Book Chapter], Smart Technologies for Emergency Response and Disaster Management, 2017, IGI Global.
7. Cloud-Based Geo-Information Infrastructure to Support Agriculture Activity Monitoring, Information Technology Integration for Socio-Economic Development [Book Chapter], Information Technology Integration for Socio-Economic Development, 2016, IGI Global.
8. A Cloud Based Natural Disaster Management System [Book Chapter], Grid and Pervasive Computing[Lecture Notes in Computer Science Volume 7861], 2015.
9. An Advanced and Automated Neural Network-Based Textile Defect Detector [Book Chapter], Advanced Knowledge Application in Practice, Igor Fuerstner (Ed.), 2010.
10. A Suitable Neural Network to Detect Textile Defects [Book Chapter], Lecture Notes in Computer Science, Springer-Verlag Vol. 4233, 2006.
11. Advanced Agricultural Modeling using Satellite Remote Sensing and High-Performance Computing System, Thailand Grid and Cluster Conference (TGCC), 2004.