[32]
HyperKD: Distilling Cross-Spectral Knowledge in Masked Autoencoders via Inverse Domain Shift with Spatial-Aware Masking and Specialized Loss
Matin, A., Pallickara, S., Pallickara, S.L.
The 12th IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2025. [Best Paper Award]
[31]
DeepSalt: Bridging Laboratory and Satellite Spectra through Domain Adaptation and Knowledge Distillation for Large-Scale Soil Salinity Estimation
Dey, R., Matin, A., Pallickara, S., Pallickara, S.L.
2025 IEEE International Conference on Big Data (IEEE BigData), 2025.
[30]
TerraMAE: Learning spatial-spectral representations from hyperspectral earth observation data via adaptive masked autoencoders
Faruk, T. B., Matin, A., Pallickara, S., Pallickara, S.L.
The 33rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2025.
[29]
Accounting for Spatial Variability with the HOG Based Masking Improves Performance of Masked Autoencoder over Hyperspectral Satellite Imagery
Faruk, T. B., Matin, A., Pallickara, S., Pallickara, S.L.
The 39th IEEE Annual AAAI Conference on Artificial Intelligence (AAAI), 2025. [Student Abstract]
[28]
Discern: Leveraging knowledge distillation to generate high resolution soil moisture estimation from coarse satellite data
Matin, A., Pallickara, S., Pallickara, S.L.
IEEE International Conference on Big Data (BigData), 2023.
[27]
Towards interactive betweenness centrality estimation for transportation network using capsule network
Matin, A.
Master's Thesis, Colorado State University, 2022.
[26]
CloudNet: A Deep Learning Approach for Mitigating Occlusions in Landsat-8 Imagery using Data Coalescence
Khandelwal, P., Armstrong, S., Matin, A., Pallickara, S., Pallickara, S.L.
18th IEEE Conference on eScience, 2022.
[25]
Rapid betweenness centrality estimates for transportation networks using capsule networks
Matin, A., Pallickara, S., Pallickara, S.L.
4th International Conference on Transdisciplinary AI (TransAI), 2022.
[24]
Prediction of Daily Precipitation in Bangladesh Using Time Series Analysis with Stacked Bidirectional Long Short Term Memory
Sarker, S., Matin, A.
6th Int. Joint Conf. on Advances in Computational Intelligence, 2022.
[23]
Vision based human action classification using CNN model with mode calculation
Tonu, I. Z., Matin, A., et al.
IEEE Int. WIE Conf. on Electrical and Computer Engineering, 2021.
[22]
A comparative study with different machine learning algorithms for diabetes disease prediction
Kibria, H. B., Matin, A., et al.
18th Int. Conf. on Electrical Engineering, Computing Science and Automatic Control, 2021.
[21]
Hand Gesture Recognition Based Human Computer Interaction to Control Multiple Applications
Islam, S., Matin, A., et al.
Int. Conf. on Intelligent Computing & Optimization, 2021.
[20]
Performance Analysis of Classifier for Chronic Kidney Disease Prediction Using SVM, DNN and KNN
Goni, M. O. F., Matin, A., et al.
Int. Conf. on Big Data, IoT, and Machine Learning (BIM), 2021.
[19]
Multilevel categorization of bengali news headlines using bidirectional gated recurrent unit
Mohiuddin, E., Matin, A.
Int. Conf. on Automation, Control and Mechatronics for Industry 4.0, 2021.
[18]
A hybrid collaborative recommendation system based on matrix factorization and deep neural network
Sarker, M. R. I., Matin, A.
Int. Conf. on Information and Communication Technology for Sustainable Development, 2021.
[17]
Comparative analysis of two artificial intelligence based decision level fusion models for heart disease prediction
Kibria, H. B., Matin, A., et al.
ISIC, 2021.
[16]
A comparative analysis of feature extraction methods for human opinion grouping using several machine learning techniques
Hasan, T., Matin, A., et al.
IEEE Int. WIE Conf. on Electrical and Computer Engineering, 2020.
[15]
Automatic identification of driver inattentiveness using convolutional neural networks
Islam, M. R., Matin, A., et al.
IEEE Int. WIE Conf. on Electrical and Computer Engineering, 2020.
[14]
Graduate admission chance prediction using deep neural network
Goni, M. O. F., Matin, A., et al.
IEEE Int. WIE Conf. on Electrical and Computer Engineering, 2020.
[13]
An efficient machine learning-based decision-level fusion model to predict cardiovascular disease
Kibria, H. B., Matin, A.
Int. Conf. on Intelligent Computing & Optimization, 2020.
[12]
Detection of COVID 19 from CT image by the novel LeNet-5 CNN architecture
Islam, M. R., Matin, A.
23rd Int. Conf. on Computer and Information Technology (ICCIT), 2020.
[11]
Machine learning based automatic classification of customer sentiment
Hasan, T., Matin, A., et al.
23rd Int. Conf. on Computer and Information Technology (ICCIT), 2020.
[10]
A novel smart gas stove with gas leakage detection and multistage prevention system using IoT LoRa technology
Islam, M. R., Matin, A., et al.
IEEE Electric Power and Energy Conference (EPEC), 2020.
[9]
An improved deep learning based classification of human white blood cell images
Siddique, M. A. I., Aziz, A. Z. B., Matin, A.
11th Int. Conf. on Electrical and Computer Engineering (ICECE), 2020.
[8]
Instance Segmentation of Visible Cloud Images Based on Mask R-CNN Applying Transfer Learning Approach
Ahamed, M. F., Sarkar, O., Matin, A.
2nd Int. Conf. on Advanced Information and Communication Technology (ICAICT), 2020.
[7]
Local contrast based thresholding for document binarization
Hasan, M. K., Majumder, M. M. R., Sarker, O., Matin, A.
4th Int. Conf. on Electrical Engineering and Information & Communication Technology (iCEEiCT), 2018.
[6]
Automatic system for detecting invasive ductal carcinoma using convolutional neural networks
Rahman, M. J-U., Sultan, R. I., Mahmud, F., Al Ahsan, S., Matin, A.
TENCON 2018-IEEE Region 10 Conference, 2018.
[5]
Performance Comparison of Partition Based Clustering Algorithms on Iris Image Preprocessing
Ejaz, M. S., Hossain, M. A., Matin, A., et al.
2nd Int. Conf. on Electrical & Electronic Engineering (ICEEE), 2017.
[4]
Weighted score level fusion of iris and face to identify an individual
Matin, A., et al.
Int. Conf. on Electrical, Computer and Communication Engineering (ECCE), 2017.
[3]
Recognition of an individual using the unique features of human face
Matin, A., et al.
IEEE Int. WIE Conf. on Electrical and Computer Engineering (WIECON-ECE), 2016.
[2]
Human iris as a biometric for identity verification
Matin, A., et al.
2nd Int. Conf. on Electrical, Computer & Telecommunication Engineering (ICECTE), 2016.
[1]
PCA and back-propagation neural network based face recognition system
Mahmud, F., Afroge, S., Al Mamun, M., Matin, A.
18th Int. Conf. on Computer and Information Technology (ICCIT), 2015.
[J2]
The severity prediction of the binary and multi-class cardiovascular disease- A machine learning-based fusion approach
Kibria, H. B., Matin, A.
Computational Biology and Chemistry, Vol. 98, 2022.
[J1]
Forecasting the spread of the third wave of COVID-19 pandemic using time series analysis in Bangladesh
Kibria, H. B., Jyoti, O., Matin, A.
Informatics in Medicine Unlocked, Vol. 28, 2022.
