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 | 85 | 2019 |
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 | 82 | 2019 |
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 | 52 | 2017 |
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 | 40 | 2018 |
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 | 36 | 2020 |
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 | 27 | 2018 |
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 | 21 | 2019 |
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 | 21 | 2017 |
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 | 19 | 2020 |
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 | 19 | 2019 |
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 | 15 | 2017 |
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 | 13 | 2020 |
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 | 9 | 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 | 8 | 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 | 8 | 2020 |
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 | 8 | 2019 |
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 | 7 | 2016 |
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 | 6 | 2019 |
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 | 6 | 2017 |
Computational Intelligence for Pattern Recognition DT Anderson, GJ Scott, MA Islam, B Murray, R Marcum, FC sensing, in Springer, 2018 | 5 | 2018 |