Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification
Uddin, Md. Palash, Mamun, Md. Al, Afjal, Masud Ibn, Hossain, Md. Ali
Published in International journal of remote sensing (02.01.2021)
Published in International journal of remote sensing (02.01.2021)
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Journal Article
Leveraging textual information for social media news categorization and sentiment analysis
Hasan, Mahmudul, Ahmed, Tanver, Islam, Md Rashedul, Uddin, Md Palash
Published in PloS one (15.07.2024)
Published in PloS one (15.07.2024)
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Journal Article
Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification
Mishu, Sadia Zaman, Ahmed, Boshir, Hossain, Md. Ali, Uddin, Md. Palash
Published in International journal of remote sensing (01.10.2020)
Published in International journal of remote sensing (01.10.2020)
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Journal Article
Mutual Information Driven Federated Learning
Uddin, Md Palash, Xiang, Yong, Lu, Xuequan, Yearwood, John, Gao, Longxiang
Published in IEEE transactions on parallel and distributed systems (01.07.2021)
Published in IEEE transactions on parallel and distributed systems (01.07.2021)
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Journal Article
PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification
Uddin, Md. Palash, Mamun, Md. Al, Hossain, Md. Ali
Published in Technical review - IETE (04.07.2021)
Published in Technical review - IETE (04.07.2021)
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Journal Article
Robust Federated Averaging via Outlier Pruning
Uddin, Md Palash, Xiang, Yong, Yearwood, John, Gao, Longxiang
Published in IEEE signal processing letters (2022)
Published in IEEE signal processing letters (2022)
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Journal Article
Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification
Islam, Md Rashedul, Ahmed, Boshir, Hossain, Md Ali, Uddin, Md Palash
Published in Sensors (Basel, Switzerland) (06.01.2023)
Published in Sensors (Basel, Switzerland) (06.01.2023)
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Journal Article
Federated Learning via Disentangled Information Bottleneck
Uddin, Md Palash, Xiang, Yong, Lu, Xuequan, Yearwood, John, Gao, Longxiang
Published in IEEE transactions on services computing (01.05.2023)
Published in IEEE transactions on services computing (01.05.2023)
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Journal Article
Power spectral density-based resting-state EEG classification of first-episode psychosis
Redwan, Sadi Md, Uddin, Md Palash, Ulhaq, Anwaar, Sharif, Muhammad Imran, Krishnamoorthy, Govind
Published in Scientific reports (02.07.2024)
Published in Scientific reports (02.07.2024)
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Journal Article
Hyperspectral Image Classification via Information Theoretic Dimension Reduction
Islam, Md Rashedul, Siddiqa, Ayasha, Ibn Afjal, Masud, Uddin, Md Palash, Ulhaq, Anwaar
Published in Remote sensing (Basel, Switzerland) (01.02.2023)
Published in Remote sensing (Basel, Switzerland) (01.02.2023)
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Journal Article
Improving Hyperspectral Image Classification with Compact Multi-Branch Deep Learning
Islam, Md. Rashedul, Islam, Md. Touhid, Uddin, Md Palash, Ulhaq, Anwaar
Published in Remote sensing (Basel, Switzerland) (01.06.2024)
Published in Remote sensing (Basel, Switzerland) (01.06.2024)
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Journal Article
Ensemble machine learning-based recommendation system for effective prediction of suitable agricultural crop cultivation
Hasan, Mahmudul, Marjan, Md Abu, Uddin, Md Palash, Afjal, Masud Ibn, Kardy, Seifedine, Ma, Shaoqi, Nam, Yunyoung
Published in Frontiers in plant science (10.08.2023)
Published in Frontiers in plant science (10.08.2023)
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Journal Article