Muhammad Aminul Islam
Title
Cited by
Cited by
Year
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
262017
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
192018
Enabling explainable fusion in deep learning with fuzzy integral neural networks
MA Islam, DT Anderson, A Pinar, TC Havens, G Scott, JM Keller
IEEE Transactions on Fuzzy Systems, 2019
122019
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
112019
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
92017
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
82019
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
82017
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
62018
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
52019
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
52016
Multi-criteria based learning of the choquet integral using goal programming
MA Islam, DT Anderson, TC Havens
2015 Annual Conference of the North American Fuzzy Information Processing …, 2015
52015
Efficient binary fuzzy measure representation and Choquet integral learning
MA Islam, DT Anderson, X Du, TC Havens, C Wagner
International Conference on Information Processing and Management of …, 2018
42018
CLODD based band group selection
MA Islam, DT Anderson, JE Ball, NH Younan
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 36-39, 2016
42016
The fuzzy integral for missing data
MA Islam, DT Anderson, F Petry, D Smith, P Elmore
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2017
32017
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
12020
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
12019
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
12019
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, 2020
2020
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
2020
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
2020
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