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Muhammad Ahmad
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Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects
M Ahmad, S Shabbir, SK Roy, D Hong, X Wu, J Yao, AM Khan, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021
2642021
A fast and compact 3-d cnn for hyperspectral image classification
M Ahmad, AM Khan, M Mazzara, S Distefano, M Ali, MS Sarfraz
IEEE Geoscience and Remote Sensing Letters, 2020
2402020
A PLS-SEM Neural Network Approach for Understanding Cryptocurrency Adoption
O Sohaib, W Hussain, M Asif, M Ahmad, M Mazzara
IEEE Access 8, 13138-13150, 2019
1692019
A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images
M Umer, S Sadiq, M Ahmad, S Ullah, GS Choi, A Mehmood
IEEE Access 8, 93782-93792, 2020
972020
Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images
M Ahmad, A Khan, AM Khan, M Mazzara, S Distefano, A Sohaib, ...
Remote Sensing 11 (9), 1136, 2019
792019
Impact of convolutional neural network and FastText embedding on text classification
M Umer, Z Imtiaz, M Ahmad, M Nappi, C Medaglia, GS Choi, A Mehmood
Multimedia Tools and Applications 82 (4), 5569-5585, 2023
772023
Intrusion detection framework for the internet of things using a dense random neural network
S Latif, Z e Huma, SS Jamal, F Ahmed, J Ahmad, A Zahid, K Dashtipour, ...
IEEE Transactions on Industrial Informatics 18 (9), 6435-6444, 2021
762021
Duplicate Questions Pair Detection Using Siamese MaLSTM
Z Imtiaz, M Umer, M Ahmad, S Ullah, GS Choi, A Mehmood
IEEE Access 8, 21932-21942, 2020
702020
Classification of Shopify App User Reviews Using Novel Multi Text Features
F Rustam, A Mehmood, M Ahmad, S Ullah, DM Khan, GS Choi
IEEE Access 8, 30234-30244, 2020
672020
A New Statistical Approach for Band Clustering and Band Selection Using K-Means Clustering
M Ahmad, et. al.
International Journal of Engineering and Technology 3 (6), 606-614, 2011
672011
Artifacts of different dimension reduction methods on hybrid CNN feature hierarchy for Hyperspectral Image Classification
M Ahmad, S Shabbir, RA Raza, M Mazzara, S Distefano, AM Khan
Optik 246, 167757, 2021
59*2021
The rise of cloud computing: data protection, privacy, and open research challenges—a systematic literature review (SLR)
J Hassan, D Shehzad, U Habib, MU Aftab, M Ahmad, R Kuleev, ...
Computational intelligence and neuroscience 2022, 2022
542022
Multimodal Medical Image Registration and Fusion for Quality Enhancement
MA Azam, KB Khan, M Ahmad, M Mazzara
Computers, Materials & Continua 68 (1), 821-840, 2021
542021
Spatial-prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification
M Ahmad, S Shabbir, D Oliva, M Mazzara, S Distefano
Optik 206, 163712, 2020
472020
Hyperspectral Imaging for Bloodstain Identification
M Zulfiqar, M Ahmad, A Sohaib, M Mazzara, S Distefano
Sensors 21 (9), 3045, 2021
462021
Using deep features for video scene detection and annotation
S Protasov, AM Khan, K Sozykin, M Ahmad
Signal, Image and Video Processing 12, 991-999, 2018
462018
Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants
MH Khan, Z Saleem, M Ahmad, A Sohaib, H Ayaz, M Mazzara, RA Raza
Neural Computing and Applications 33 (21), 14507-14521, 2021
45*2021
Hyperspectral and LiDAR data classification using joint CNNs and morphological feature learning
SK Roy, A Deria, D Hong, M Ahmad, A Plaza, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2022
442022
Segmented and non-segmented stacked denoising autoencoder for hyperspectral band reduction
M Ahmad, MA Alqarni, AM Khan, R Hussain, M Mazzara, S Distefano
Optik 180, 370-378, 2019
442019
Hyperspectral Imaging for Minced Meat Classification Using Nonlinear Deep Features
H Ayaz, M Ahmad, M Mazzara, A Sohaib
Applied Sciences 10 (21), 7783, 2020
422020
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