Journal Articles (21)
- 1. Masud Ibn Afjal, Md. Nazrul Islam Mondal, Md. Al Mamun; "Segmentation-based linear discriminant analysis with information theoretic feature selection for hyperspectral image classification", International Journal of Remote Sensing, Taylor & Francis, Vol;44, Issue: 11, Pages 3412-3455, 2023
- 2. S. M. Mahedy Hasan, M. P. Uddin, M. A. Mamun, M. I. Sharif, A. Ulhaq, G. Krishnamoorthy; "A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders", IEEE Access, 2023
- 3. Abu Zahid Bin Aziz, Md. Al Mehedi Hasan, Shamim Ahmad, Md. Al Mamun, Jungpil Shin, Md Rahat Hossain; "iACP-MultiCNN: Multi-channel CNN based anticancer peptides identification", Analytical Biochemistry, Vol: 650, 2022
- 4. Md. Palash Uddin, Md. Al Mamun, Md. Ali Hossain; "Improved Folded‐PCA for Efficient Remote Sensing Hyperspectral Image Classification", Taylor & Francis Geocarto International, 2021
- 5. Md. Palash Uddin, Md. Al Mamun, Masud Ibn Afjal, Md. Ali Hossain; "Information‐theoretic feature selection with segmentation‐based folded principal component analysis (PCA) for hyperspectral image classification", Taylor & Francis International Journal of Remote Sensing, 2021
- 6. Masud Ibn Afjal, Md. Palash Uddin, Md. Al Mamun, and Md. Abu Marjan; "An Efficient Lossless Compression Technique for Remote Sensing Images using Segmentation based Band Reordering Heuristics", Taylor & Francis International Journal of Remote Sensing, 2021
- 7. Md. Abu Marjan, Md. Rashedul Islam, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun,; "PCA‐based Dimensionality Reduction for Face Recognition", TELKOMNIKA (Telecommunication Computing Electronics and Control), 2021
- 8. Faisal Imran, Md Ali Hossain, Md Al Mamun, Bhupesh Kumar Singh, Tanupriya Choudhury; "Global Skew Detection and Correction of Document Image Based on Least Square Method and Extensive Connected Component Analysis", Innovations in Cyber Physical Systems, pp-429-440, Springer, Singapore, 2021
- 9. Md Rakibul Haque, Sadia Zaman Mishu, Md. Palash Uddin, Md. Al Mamun; "A lightweight 3D‐2D convolutional neural network for spectral‐spatial classification of hyperspectral image", IOP Journal of Intelligent & Fuzzy Systems, 2021
- 10. Md. Palash Uddin, Md. Al Mamun, Masud Ibn Afjal, and Md. Ali Hossain; "Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification", Taylor & Francis International Journal of Remote Sensing (IJRS), (IF= 2.976, Q1), 2020
- 11. Masud Ibn Afjal, Palash Uddin, Md Al Mamun and Abu Marjan; "An efficient lossless compression technique for remote sensing images using segmentation based band reordering heuristics", Taylor & Francis International Journal of Remote Sensing, (IF: 2.976), 2020
- 12. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain,; "PCA‐based Feature Reduction for Efficient Hyperspectral Image Classification", Taylor & Francis IETE Technical Review, 2020
- 13. Md Palash Uddin, Md Al Mamun, Md Ali Hossain; "PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification", IETE Technical Review, Taylor & Francis, 2020
- 14. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain; "Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification", Taylor & Francis International Journal of Remote Sensing, (IF=2.493, Q1), 2019
- 15. Masud Ibn Afjal, Md. Al Mamun and Md. Palash Uddin; "Band Reordering Heuristics for Lossless Satellite Image Compression with 3D-CALIC and CCSDS", Elsevier Journal of Visual Communication and Image Representation (JVCI), (IF=2.259, Q1), 2019
- 16. Mumu Aktar, Md. Al Mamun, Md. Ali Hossain; "Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images", Journal of Electrical and Computer Engineering, 2017
- 17. Md. Al Mamun, Md. Nazrul Islam Mondal, Biprodip Pal; "Assessment of Temporal Features for Geographical Localisation of Satellite Images", Research & Reviews: Journal of Ecology (RRJoE),eISSN: 2278–2230, Volume-5, Issue-1., 2016
- 18. Md. Nazrul Islam Mondal, Md. Al Mamun, Shaju Saha; "Study of Protein Secondary Structure Prediction Using Support Vector Machine", International Journal of Innovative Research in Computer Science & Technology (IJIRCST), ISSN: 2347-5552, Volume-3, Issue-6, pp-5-9., 2015
- 19. Md. Al Mamun, Xiuping Jia and Mike Ryan; "Non-linear Elastic Model for Flexible Prediction of Remote Sensed Multi-temporal images", IEEE Geoscience and Remote Sensing Letters, (IF= 3.534, Q1), 2014
- 20. Md. Nazrul Islam Mondal, Md. Al Mamun and Boshir Ahmed; "RSA Cryptography using our Designed Processor and MicroBlaze Soft Processor in FPGAs", International Journal of Computer Applications, vol. 104(8),pp. 25-31., 2014
- 21. Boshir Ahmed, Md. Al Mamun, Md. Mortuza Ali; "Non-Linear Adaptive Temporal Compression of Satellite Images", International Journal of Innovative Research in Computer Science & Technology (IJIRCST), ISSN: 2347-5552, volume-2, issue-4, pp.16-18., 2014
Conference Papers (59)
- 1. F. Parvin, M. A. M. Hasan, B. Ahmed, M. A. Mamun and S. M. K. Parvej; "Breast Cancer Histopathological Image Classification Using an Ensemble of Deep Convolutional Neural Networks", 26th International Conference on Computer and Information Technology (ICCIT), 2023, 2023
- 2. M. N. Islam, M. A. Mamun, M. F. Faruk, A. Y. Srizon, S. M. M. Hasan and B. Roy,; "Spatial Attention-guided Deep Learning for Accurate Kidney Disease Classification in CT Scans", 26th International Conference on Computer and Information Technology (ICCIT), 2023., 2023
- 3. F. Islam, M. F. Faruk, S. M. M. Hasan, F. Akter, A. Y. Srizon, M. R. Hossain, M. A. Mamun, M. N. Islam and M. F. Hossain; "An Investigation of Hyperparameters Optimization and Feature Reduction Techniques: Predicting Airline Passenger Satisfaction Using Machine Learning Models", 26th International Conference on Computer and Information Technology (ICCIT), 2023., 2023
- 4. M. F. Shakib and M. A. Mamun; "Bushfire Classification from Satellite Imagery using Deep Learning", 26th International Conference on Computer and Information Technology (ICCIT), 2023., 2023
- 5. P. Chakroborty, S. Z. Mishu, M. A. Mamun, M. A. Hossain and A. Y. Srizon; "Predicting Brain Tumor Region from MRI FLAIR Images using Ensemble Method", 26th International Conference on Computer and Information Technology (ICCIT), 2023., 2023
- 6. O. B. Tanmoy, M. A. Mamun, S. Hasan and A. Anwar; "Enhancing Federated Learning with Globally Shared Model:A Modified FedAVG Approach (GSM-FedAVG)", 6th International Conference on Electrical Information and Communication Technology (EICT), 2023., 2023
- 7. M. R. Haque and M. A. Mamun; "Improving Classification of Lung Abnormalities in Chest X-ray Images through Attention-guided Lightweight Convolutional Neural Network", International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), 2023, Gazipur, Bangladesh, 2023
- 8. M. R. Haque and M. A. Mamun; "Leveraging Attention Mechanism to Enhance EfficientNet for Precise Analysis of Chest CT Images", 2nd International Conference on Big Data, IoT and Machine Learning: BIM 2023, Springer Singapore, 2023., 2023
- 9. Maria Chowdhury, Azmain Yakin Srizon, Tahsen Islam Sajon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Ananya Sarker, Md. Al Mamun, Md. Rakibul Haque and Md. Rakib Hossain; "Large Ensemble of Transfer-Learned Models for Plant Disease Recognition from Diverse Leaf Image", 2nd International Conference on Big Data, IoT and Machine Learning, pp. 1-15. Taylor & Francis, 2023., 2023
- 10. Shakil Mahmud Shuvo, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Tahsen Islam Sajon, S. M. Mahedy Hasan, Anirban Barai, A. F. M. Minhazur Rahman and Md. Al Mamun; "Multi-Class Brain Tumor Classification with DenseNet Based Deep Learning Features and Ensemble of Machine Learning Approaches", 2nd International Conference on Big Data, IoT and Machine Learning, pp. 1-15. Springer, 2023., 2023
- 11. Tahsen Islam Sajon, Barsha Roy, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Shakil Mahmud Shuvo, Md. Al Mamun, Abu Sayeed and S. M. Mahedy Hasan; "Attention Mechanism-enhanced Deep CNN Architecture for Precise Multi-Class Leukemia Classification", 2nd International Conference on Big Data, IoT and Machine Learning, pp. 1-15. Springer, 2023., 2023
- 12. Azmain Yakin Srizon, Ananya Sarker, Md. Al Mamun, Md. Farukuzzaman Faruk and S. M. Mahedy Hasan.; "Enhancing Waste Categorization Using Ensemble of Transfer Learning and Light-Weight Convolutional Neural Network", 2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), pp. 1-6. IEEE, 2023., 2023
- 13. Md. Masud Idn Afjal, Md. Nazrul Islam Mondal, Md. Al Mamun; "Segmented Linear Discriminant Analysis for Hyperspectral Image Classification", 12th International Conference On Electrical and Computer Engineering (ICECE), 2022, 2022
- 14. Md. Touhid, Md. Al Mamun; "Prediction of Dengue using Machine Learning Algorithms: Case Study Dhaka", International Conference on Electrical, Computer and Telecommunication, ICECTE 2022, 2022
- 15. Md. Masud Idn Afjal, Md. Nazrul Islam Mondal, Md. Al Mamun,; "Spectrally Segmented Linear Discriminant Analysis for Hyperspectral Image Classification", 25th International Conference on Computer and Information Technology (ICCIT), 2022, 2022
- 16. Md Rakibul Hoque, Md. Al Mamun,; "A Lightweight CNN Architecture for Chest X-ray Images Analysis to Facilitate Early Stage Detection of Lung Diseases", 25th International Conference on Computer and Information Technology (ICCIT), 2022, 2022
- 17. T. Seuti, M. A. Mamun, A. H. M. S. Sattar; "Enhanced Steganography Technique via Visual Cryptography and Deep Learning", International Conference on Big Data, IoT, and Machine Learning. Lecture Notes on Data Engineering and Communications Technologies, vol 95. Springer, Singapore, 2022
- 18. F. Parvin and M. A. Mamun; "Feature Fusion Based Effective Brain Tumor Detection Approach Using MRI", 25th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2022, pp. 611-616., 2022
- 19. M.R. Haque, A.Y. Srizon, M. A. Mamun; "Exploring Spectral and Spatial Features Using a Hybrid Approach Combining Stacked AutoEncoder and a Novel Convolutional Neural Network for Hyperspectral Image Classification", 24th International Conference on Computer and Information Technology (ICCIT) (pp. 1-6), 2021
- 20. Md. Ahsan Habib Raj, Md. Al Mamun, and Md. Farukuzzaman Faruk; "CNN Based Diabetic Retinopathy Status Prediction Using Fundus Images", IEEE Region 10 Symposium (TENSYMP), 2020
- 21. Md. Moazzem Hossain, Md. Ali Hossain, and Md. Al Mamun, Md. Mamun Hossain; "Feature Reduction Based On The Fusion Of Spectral And Spatial Transformation For Hyperspectral Image Classification", IEEE Region 10 Symposium (TENSYMP), 2020
- 22. Md. Atik Ahamed, Md. Ali Hossain, and Md. Al Mamun; "Semantic Segmentation Of Self-Supervised Dataset And Medical Images Using Combination Of U-Net And Neural Ordinary Differential Equations", IEEE Region 10 Symposium (TENSYMP), 2020
- 23. S. A. Shimu, M. Aktar, M. I. Afjal, A. M. Nitu, M. P. Uddin and M. A. Mamun; "NDVI Based Change Detection in Sundarban Mangrove Forest Using Remote Sensing Data", 4th International Conference on Electrical Information and Communication Technology (EICT 2019), KUET, Khulna, Bangladesh, 2019
- 24. S. Aktar and M. A. Mamun; "Multi-View 3D Object Retrieval using Autoencoder & Deep Embedding Network", International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox'sBazar, Bangladesh, 2019
- 25. Mahmudul Hasan Moon, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, Md. Abu Marjan and Adiba Mahjabin Nitu; "A Cryptographic Algorithm Based on ASCII and Number System Conversions along with a Cyclic Mathematical Function", IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh, 2019
- 26. S. Aktar, M. A. Mamun and M. A. Hossain; "Comparative Study of Multi-View 3D Object Retrieval with Autoencoder & Deep Embedding Network", 21st International Conference of Computer and Information Technology (ICCIT), Dhaka, Bangladesh., 2018
- 27. Masud Ibn Afjal, Md. Al Mamun, Md. Palash Uddin; "Weighted-Correlation based Band Reordering Heuristics for Lossless Compression of Remote Sensing Hyperspectral Sounder Data", IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE), DUET, Gazipur, Bangladesh. (Best Paper Award), 2018
- 28. Md Farhad Mokter, Sumya Akter, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun and Md. Abu Marjan; "An Efficient Technique for Representation and Compression of Bengali Text", IEEE International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh., 2018
- 29. M. H. O. Rashid, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin; "Brain Tumor Detection Using Anisotropic Filtering, SVM Classifier and Morphological Operation from MR Images", IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh., 2018
- 30. Md. Rajib Mahmud, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin; "Comparative Analysis of K-Means and Bisecting K-Means Algorithms for Brain tumor detection", IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh., 2018
- 31. S. M. Mahedy Hasan, Md. Al Mamun, Md. Palash Uddin and Md. Ali Hossain; "Comparative Analysis of Classification Approaches for Heart Disease Prediction", IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh., 2018
- 32. Masud Ibn Afjal, Md. Al Mamun, Md. Palash Uddin; "Band Reordering Heuristic for Lossless Satellite Image Compression with CCSDS", IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh., 2018
- 33. S. M. Mahedy Hasan, Md. Al Mamun, Md. Palash Uddin and Md. Ali Hossain; "Comparative Analysis of Classification Approaches for Heart Disease Prediction", IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), RU, Rajshahi, Bangladesh., 2018
- 34. Md. Rajib Mahmud, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin; "Comparative Analysis of K-Means and Bisecting K-Means Algorithms for Brain tumor detection", IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), RU, Rajshahi, Bangladesh., 2018
- 35. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain; "Segmented FPCA for Hyperspectral Image Classification", IEEE 3rd International Conference on Electrical Information and Communication Technology (EICT), KUET, Khulna, Bangladesh., 2017
- 36. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain; "Feature Extraction for Hyperspectral Image Classification", IEEE 5th Region 10 Humanitarian Technology Conference (R10HTC), BUET, Dhaka, Bangladesh. (Best Paper Award)., 2017
- 37. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain; "Improved Feature Extraction Using Segmented FPCA for Hyperspectral Image Classification", IEEE 2nd International Conference on Electrical & Electronic Engineering (ICEEE), RUET, Rajshahi, Bangladesh., 2017
- 38. Md. Al Mamun, Md. Ali Hossain, Md. Nazrul Islam Mondal and Mumu Aktar; "Satellite Image Compression Using Integer Wavelet Regression", International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox’s Bazar, Bangladesh., 2017
- 39. Md. Ali Hossain, Hasin-E-Jannat, Boshir Ahmed and Md. Al Mamun; "Feature Mining for Effective Subspace Detection and Classification of Hyperspectral Images", International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox’s Bazar, Bangladesh., 2017
- 40. 16. Ashrak Lipu, Ruhul Amin, Md. Nazrul Islam Mondal, Md. Al Mamun; "Exploiting Parallelism for Faster Implementation of Bubble Sort Algorithm Using FPGA", 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Bangladesh., 2016
- 41. Mumu Aktar, Md. Al Mamun, Md. Ali Hossain and Md. Shamimur Rahman Shuvo; "Weighted Normalized Mutual Information Based Change Detection In Remote Sensing Images", 19th International Conference on Computer & Information Technology (ICCIT), NSU, Dhaka, Bangladesh., 2016
- 42. Md. Al Mamun, Mumu Aktar, Md. Shahid Uz Zaman; "Multiple Linear Mixture Model Regression Scheme", 19th International Mathematics conference (IMC), Brac University, Dhaka., 2015
- 43. M. A. Mamun, M. N. I. Mondal, B. Ahmed, M. S. U. Zaman and S. Afroge; "Multi-temporal FFT regression", International Conference on Computer and Information Engineering (ICCIE), pp. 134-137, Rajshahi, Bangladesh., 2015
- 44. M. A. Hossain, M. A. Mamun, S. U. Zaman and M. N. I. Mondal; "Closest class measure based subspace detection for hyperspectral image classification", International Conference on Computer and Information Engineering (ICCIE), Rajshahi, Bangladesh., 2015
- 45. M. Aktar, M. Al Mamun, M. S. R. Shuvo and M. A. Hossain; "Histogram based water quality assessment in satellite images", International Conference on Computer and Information Engineering (ICCIE), Rajshahi, Bangladesh., 2015
- 46. Firoz Mahmud, Shyla Afroge, Md. Al Mamun, Abdul Matin; "PCA and Back-Propagation Neural Network based Face Recognition System", 18th International Conference on Computer & Information Technology (ICCIT), MIST, Dhaka, Bangladesh., 2015
- 47. 23. Md. Al Mamun, Xiuping Jia and Md. Ali Hossain; "Reconstruction of Satellite Images by Multi-temporal Gradient based Sequential Prediction", IEEE Geoscience and Remote Sensing Symposium (IGARSS ‘14), pp. 1616-1618, Quebec, Canada., 2014
- 48. Md. Al Mamun and Shameemul Haque; "Losslesss Transmission of Remote Sensed Multitemporal Images by Multiple Single Linear Model", International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh., 2014
- 49. Md. Al Mamun, Md. Nazrul Islam Mondal and Boshir Ahmed; "Change Detection-aided Single Linear Prediction of Multi-temporal Satellite Images", 17th International Conference on Computer & Information Technology (ICCIT), DIU, Dhaka, Bangladesh, 2014
- 50. Md. Al mamun, Boshir Ahmed, Md. Arafat Hossain; "Cloud Detection of Satellite Images by Outlier Removal Method of Single Linear Model", International Conference on Electrical, Computer and Telecommunication Engineering (ICECTE), Bangladesh., 2012
- 51. Md. Al Mamun, Xiuping Jia and Michael Ryan; "Four-Dimensional Compression for the Lossless Transmission of Remotely Sensed Data", Conference on Intelligent Data Understanding (CIDU), CA., 2010
- 52. Md. Al Mamun, Xiuping Jia and Michael Ryan; "Optimizing Multitemporal Data Regression for Minimizing Residual Entropy", 6th WSEAS International Conference on Remote Sensing (REMOTE ‘10), Iwate, Japan., 2010
- 53. Md. Al Mamun, Xiuping Jia and Mike Ryan; "Adaptive Data Compression for Efficient Sequential Transmission and Change Updating of Remote Sensing Images", IEEE Geoscience and Remote Sensing Symposium (IGARSS ‘09), Cape Town, South Africa., 2009
- 54. Md. Al Mamun, Xiuping Jia and Mike Ryan; "Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating", Digital Image Computing: Technology and Applications (DICTA ‘09), Melbourne, Australia., 2009
- 55. Md. Al Mamun, Xiuping Jia and Mike Ryan; "Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change", Digital Image Computing: Technology and Applications (DICTA ‘08), Canberra, Australia, 2008
- 56. Ashek Ahmmed, Md. Ali Ahsan Rana, Abul Ahsan Md. Mahmudul Haque, Md. Al Mamun; "A Multiple Ant Colony System for Dynamic Vehicle Routing Problem with Time Window", 3rd International Conference on Convergence Information Technology (ICCIT 2008), Busan, Korea, 2008
- 57. Md. Al Mamun, Md. Mosharaf Hossain, Md. Zahangir Alam, Dr. Md. Shahid Uz Zaman, Ashek Ahmed and Tanjila Kanij; "Performance Evaluation of Pseudo-Code of Multi-User Environment CDMA Technology", International Conference on Convergence Information Technology (ICCIT), Korea., 2007
- 58. Tanjila Kanij, Mohammad Barikul Islam and Md. Al Mamun; "An Approach to Develop Handwritten Signature Verification System Using Genetic Algorithm", Asian Applied Computing Conference (AACC 2007), Nepal., 2007
- 59. Md. Al Mamun, Md. Waselul Haque Sadid, Sujon Roy; "A Distributed Heuristic Algorithm for Multiple Choice Multi-Dimension Knapsack Problem", 8th International Conference on Computer and Information Technology (ICCIT-2005), Islamic University of Technology (IUT), Bangladesh., 2005