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Muhammad Aminul Islam
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Year
Semantic segmentation with transfer learning for off-road autonomous driving
S Sharma, JE Ball, B Tang, DW Carruth, M Doude, MA Islam
Sensors 19 (11), 2577, 2019
752019
Enabling explainable fusion in deep learning with fuzzy integral neural networks
MA Islam, DT Anderson, AJ Pinar, TC Havens, G Scott, JM Keller
IEEE Transactions on Fuzzy Systems 28 (7), 1291-1300, 2019
722019
Data-driven compression and efficient learning of the Choquet integral
MA Islam, DT Anderson, AJ Pinar, TC Havens
IEEE Transactions on Fuzzy Systems 26 (4), 1908-1922, 2017
462017
Fuzzy choquet integration of deep convolutional neural networks for remote sensing
DT Anderson, GJ Scott, MA Islam, B Murray, R Marcum
Computational Intelligence for Pattern Recognition, 1-28, 2018
382018
Explainable ai for the choquet integral
BJ Murray, MA Islam, AJ Pinar, DT Anderson, GJ Scott, TC Havens, ...
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (4 …, 2020
232020
Explainable ai for understanding decisions and data-driven optimization of the choquet integral
B Murray, MA Islam, AJ Pinar, TC Havens, DT Anderson, G Scott
2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018
192018
Visualization and learning of the Choquet integral with limited training data
AJ Pinar, TC Havens, MA Islam, DT Anderson
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
192017
An efficient evolutionary algorithm to optimize the choquet integral
MA Islam, DT Anderson, F Petry, P Elmore
International Journal of Intelligent Systems 34 (3), 366-385, 2019
182019
Extending the morphological hit-or-miss transform to deep neural networks
MA Islam, B Murray, A Buck, DT Anderson, GJ Scott, M Popescu, J Keller
IEEE transactions on neural networks and learning systems 32 (11), 4826-4838, 2020
162020
Multi-LIDAR placement, calibration, co-registration, and processing on a Subaru Forester for off-road autonomous vehicles operations
W Meadows, C Hudson, C Goodin, L Dabbiru, B Powell, M Doude, ...
Autonomous Systems: Sensors, Processing, and Security for Vehicles and …, 2019
152019
Binary fuzzy measures and Choquet integration for multi-source fusion
DT Anderson, MA Islam, R King, NH Younan, JR Fairley, S Howington, ...
2017 International Conference on Military Technologies (ICMT), 676-681, 2017
152017
A weighted matrix visualization for fuzzy measures and integrals
AR Buck, DT Anderson, JM Keller, T Wilkin, MA Islam
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020
122020
Novel regularization for learning the fuzzy choquet integral with limited training data
SK Kakula, AJ Pinar, MA Islam, DT Anderson, TC Havens
IEEE Transactions on Fuzzy Systems 29 (10), 2890-2901, 2020
92020
Possibilistic clustering enabled neuro fuzzy logic
B Ruprecht, W Wu, MA Islam, D Anderson, J Keller, G Scott, C Davis, ...
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020
82020
Linear order statistic neuron
C Veal, A Yang, A Hurt, MA Islam, DT Anderson, G Scott, JM Keller, ...
2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2019
82019
Fusion of diverse features and kernels using LP-norm based multiple kernel learning in hyperspectral image processing
MA Islam, DT Anderson, JE Ball, NH Younan
2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2016
72016
Differential morphological profile neural network for object detection in overhead imagery
GJ Scott, JA Hurt, A Yang, MA Islam, DT Anderson, CH Davis
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
62020
Transfer learning for the Choquet integral
B Murray, MA Islam, A Pinar, DT Anderson, G Scott, TC Havens, F Petry, ...
2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2019
62019
Micropropagation of Morus alba CV S~ 1 from Shoot Apics of Mature Trees
A Zaman, R Islam, OI Joarder, M Islam
JOURNAL-KING SAUD UNIVERSITY SCIENCE 10, 7-14, 1998
61998
Computational Intelligence for Pattern Recognition
DT Anderson, GJ Scott, MA Islam, B Murray, R Marcum, FC sensing, in
Springer, 2018
52018
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Articles 1–20