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

• 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
• 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
• Mask Attention-Based Vision Transformer (MA-ViT) for PCB Defect Detection, 2024 International Conference on Emerging Smart Computing and Informatics (ESCI), 2024
• Edge-Fog-Cloud Based Hierarchical Communication Network For Traffic Management System, 11th International Conference on Informatics, Electronics & Vision (ICIEV), 2023
• A Crop Recommendation System With Transformer Based Deep Learning Model, 11th International Conference on Informatics, Electronics & Vision (ICIEV), 2023
• An Empirical Analysis of Different Protein Folding Algorithms on Cytokine Protein Structure, SARC International Conference, 2023
• Deep Learning with OBH for Real-Time Rotation-Invariant Signs Detection, 12th International Conference on Software and Computer Applications(ICSCA), 2023
• Comparison of YOLO (v3, v5) and MobileNet-SSD(v1, v2) for Person Identification Using Ear Biometrics, International Journal of Computing and Digital Systems, 2023
• 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
• Identify the Beehive Sound Using Deep Learning, International Journal of Computer Science and Information Technology (IJCSIT), 2022
• Pattern Recognition in Analog Wafermaps with Multiple Ensemble Approaches, The 2nd International Conference on Robotics, Electrical and Signal Processing Techniques 2021 (ICREST 2021), 2021
• Realtime Person Identification Using Ear Biometrics, The 10th International Conference on Information Technology (ICIT 2021 ), 2021
• 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
• 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
• CORBA Based Distributed Framework for GPGPU Processing, International Engineering Research Journal (IERJ), 2021
• A Real-time Machine Learning-Based Person Recognition System With Ear Biometrics, International Journal Of Computing and Digital System, 2021
• Musical Genre Classification on the Marsyas Audio Data Using Convolution NN, The 23rd International Conference on Computer and Information Technology (ICCIT), 2020
• Deep learning-based defect detection system in steel sheet surfaces, IEEE region 10 symposium (TENSYMP, 2020
• A SUMO based simulation framework for intelligent traffic management system, J. Traffic Logist. Eng, 2020
• Detecting distributed denial of service attack using logistic regression and SVM methods, 2nd International Conference on Applied Information Technology and Innovation (ICAITI), 2019
• 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
• Scientific Paper Peer-Reviewing System with Blockchain, IPFS and Smart Contract [Book Chapter], Architectures, and Frameworks for Developing and Applying Blockchain Technology, 2019
• Modeling Ant Colony Optimization for Multi-Agent based Intelligent Transportation System, International Journal of Advanced Computer Science and Applications, 2019
• C-means clustering and deep-neuro-fuzzy classification for road weight measurement in traffic management system, Soft Computing, 2019
• Machine Learning Approaches on Crop Pattern Recognition-A Comparative Analysis, IEEE International Conference on New Trends in Engineering and Technology, 2018
• 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
• Design and Implementation of an Intelligent Traffic Management System- A Neural Approach [Book Chapter], Exploring Critical Approaches of Evolutionary Computation, 2018
• Exploring Cloud-Based Distributed Disaster Management with Dynamic Multi-Agents Workflow System [Book Chapter], Smart Technologies for Emergency Response and Disaster Management, 2017
• Exploreing k-means with internal validity indexes for data clustering in traffic management system, International Journal of Advanced Computer Science and Applications, 2017
• 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
• Bi-Directional Traffic Management with Multiple Data Feeds for Dynamic Route Computation and Prediction System, International Journal of Intelligent Computing Research (IJICR, 2016
• Neural network (nn) based route weight computation for bi-directional traffic management system, International Journal of Applied Evolutionary Computation (IJAEC), 2016
• 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
• 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
• A Cloud Based Natural Disaster Management System [Book Chapter], Grid and Pervasive Computing[Lecture Notes in Computer Science Volume 7861], 2015
• Real-time Rotation invariant Static hand Gesture recognition using an Orientation based Hash code, 2nd International Conference on Informatics, Electronics & Vision (ICIEV), 2013
• MAS Workflow Model, and Scheduling Algorithm for Disaster Management System, International Conference on Cloud Computing Technologies, Applications And Management (ICCCTAM-12), 2012
• Distributed Crop Parameter Assimilation Models-PART I, 2012
• 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
• GRASS GIS on High-Performance Computing with MPI, OpenMP and Ninf-G Programming Framework, Proceedings of ISPRS 2010, 2010
• An Advanced and Automated Neural Network-Based Textile Defect Detector [Book Chapter], Advanced Knowledge Application in Practice, Igor Fuerstner (Ed.), 2010
• Sorting N-Elements Using Natural Order: A New Adaptive Sorting Approach, Journal of Computer Science, 2010
• Self-organizing GA for Crop Model Parameter Estimation using Multi-resolution Satellite Images, International Journal of Geo-Informatics, 2010
• Crop Parameter Assimilation with Parameter-less GA on High Performance Computing, Proc. IPSJ High Performance Computing Symposium (HPCS2009, 2009
• GSM-SMS technology for controlling home appliances remotely, International Journal of Computer Aided Engineering and Technology, 2009
• 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
• Asynchronous Grid LMF Processing of Vegetation Index for Asia, International Journal of Geo-Informatics, 2008
• Experimental study of distributed SWAP-GA models on the grid, IPSJ online Transactions, 2008
• Automated textile defect recognition system using computer vision and artificial neural networks, International Journal of Materials and Textile Engineering, 2008
• Performance Evaluation of Distributed SWAP-GA Models with GridRPC, IPSJ SIG Technical Reports, 2007-HPC-111, 2007
• Adapting the LMF temporal splining procedure from serial to MPI/linux clusters, Journal of Computer Science, 2007
• Porting a GRASS raster module to distributed computing Examples for MPI and Ninf-G, OSGeo Journal, 2007
• Exploring strategies for parallel computing of RS data assimilation with SWAP-GA, Journal of Computer Science, 2007
• 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
• Building an Intelligent Robot Arm to Distinguish Color Object, 17th International DAAAM Symposium "Intelligent Manufacturing & Automation: Focus on Mechatronics & Robotics, 2006
• A Suitable Neural Network to Detect Textile Defects [Book Chapter], Lecture Notes in Computer Science, Springer-Verlag Vol. 4233, 2006
• Automated System to Detect Textile Defects, AIUB Journal of Science and Engineering (AJSE), 2006
• Development of a GRIDRPC Tool for Satellite Images Parallel Data Assimilation in Agricultural Monitoring, International Journal of Geo-Informatics, 2006
• Automatic Controlled Defect Sorter for Tomatoes based on Machine Vision, IEEE 4thAsian Conference on Industrial Automation and Robotics, 2005
• 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
• 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
• Distributed Pixel Method to speed-up the RS data assimilation of SWAP model, In Proceedings of the MapAsia conference, 2005
• Advanced Agricultural Modeling using Satellite Remote Sensing and High-Performance Computing System, Thailand Grid and Cluster Conference (TGCC), 2004
• 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
• An Algorithm to find the Area of Image Objects using Polygonal Approximation, 3rd IEEE International Conference on Electrical & Computer Engineering (ICECE’04), 2004