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Muhammad Aminul Islam
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2020 – today
- 2024
- [j9]Muthana Al-Amidie
, Laith Alzubaidi
, Muhammad Aminul Islam, Derek T. Anderson:
Enhancing Sensor Data Imputation: OWA-Based Model Aggregation for Missing Values. Future Internet 16(6): 193 (2024) - 2021
- [j8]Bryce J. Murray
, Muhammad Aminul Islam
, Anthony J. Pinar
, Derek T. Anderson
, Grant J. Scott
, Timothy C. Havens
, James M. Keller
:
Explainable AI for the Choquet Integral. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 520-529 (2021) - [j7]Muhammad Aminul Islam
, Derek T. Anderson
, Timothy C. Havens
, John E. Ball
:
A Generalized Fuzzy Extension Principle and Its Application to Information Fusion. IEEE Trans. Fuzzy Syst. 29(9): 2726-2738 (2021) - [j6]Siva Krishna Kakula
, Anthony J. Pinar
, Muhammad Aminul Islam
, Derek T. Anderson
, Timothy C. Havens
:
Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data. IEEE Trans. Fuzzy Syst. 29(10): 2890-2901 (2021) - [j5]Muhammad Aminul Islam
, Bryce Murray
, Andrew R. Buck, Derek T. Anderson
, Grant J. Scott
, Mihail Popescu, James Keller
:
Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32(11): 4826-4838 (2021) - [c13]Muhammad Aminul Islam, Charlie T. Veal, Yashaswini Gouru, Derek T. Anderson:
Attribution Modeling for Deep Morphological Neural Networks using Saliency Maps. IJCNN 2021: 1-8 - 2020
- [j4]Muhammad Aminul Islam
, Derek T. Anderson
, Anthony J. Pinar
, Timothy C. Havens
, Grant J. Scott, James M. Keller
:
Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks. IEEE Trans. Fuzzy Syst. 28(7): 1291-1300 (2020) - [c12]Andrew R. Buck, Derek T. Anderson, James M. Keller, Timothy Wilkin, Muhammad Aminul Islam:
A Weighted Matrix Visualization for Fuzzy Measures and Integrals. FUZZ-IEEE 2020: 1-8 - [c11]Blake Ruprecht, Wenlong Wu, Muhammad Aminul Islam, Derek Anderson, James Keller, Grant J. Scott, Curt H. Davis, Fred Petry, Paul Elmore
, Kristen Nock, Elizabeth Gilmour:
Possibilistic Clustering Enabled Neuro Fuzzy Logic. FUZZ-IEEE 2020: 1-8 - [c10]Grant J. Scott, J. Alex Hurt, Alex Yang, Muhammad Aminul Islam, Derek T. Anderson, Curt H. Davis:
Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery. IJCNN 2020: 1-7 - [i4]Derek Anderson, Matthew Deardorff, Timothy C. Havens, Siva K. Kakula, Timothy Wilkin, Muhammad Aminul Islam, Anthony Pinar, Andrew R. Buck:
Fuzzy Integral = Contextual Linear Order Statistic. CoRR abs/2007.02874 (2020)
2010 – 2019
- 2019
- [j3]Muhammad Aminul Islam, Derek T. Anderson, Fred Petry, Paul Elmore
:
An efficient evolutionary algorithm to optimize the Choquet integral. Int. J. Intell. Syst. 34(3): 366-385 (2019) - [j2]Suvash Sharma, John E. Ball
, Bo Tang
, Daniel W. Carruth
, Matthew Doude, Muhammad Aminul Islam:
Semantic Segmentation with Transfer Learning for Off-Road Autonomous Driving. Sensors 19(11): 2577 (2019) - [c9]Bryce Murray, Muhammad Aminul Islam, Anthony Pinar, Derek T. Anderson, Grant J. Scott, Timothy C. Havens, Fred Petry, Paul Elmore:
Transfer Learning for the Choquet Integral. FUZZ-IEEE 2019: 1-6 - [c8]Charlie T. Veal, Alex Yang, J. Alex Hurt, Muhammad Aminul Islam, Derek T. Anderson, Grant J. Scott, James M. Keller, Timothy C. Havens, Bo Tang:
Linear Order Statistic Neuron. FUZZ-IEEE 2019: 1-6 - [i3]Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar, Timothy C. Havens, Grant J. Scott, James M. Keller:
Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks. CoRR abs/1905.04394 (2019) - [i2]Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan:
Fusion of heterogeneous bands and kernels in hyperspectral image processing. CoRR abs/1905.09698 (2019) - [i1]Muhammad Aminul Islam, Bryce Murray, Andrew R. Buck, Derek T. Anderson, Grant J. Scott, Mihail Popescu, James Keller:
Deep Morphological Hit-or-Miss Transform Neural Network. CoRR abs/1912.02259 (2019) - 2018
- [j1]Muhammad Aminul Islam
, Derek T. Anderson
, Anthony J. Pinar
, Timothy C. Havens
:
Data-Driven Compression and Efficient Learning of the Choquet Integral. IEEE Trans. Fuzzy Syst. 26(4): 1908-1922 (2018) - [c7]Bryce Murray, Muhammad Aminul Islam, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson, Grant J. Scott:
Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral. FUZZ-IEEE 2018: 1-8 - [c6]Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du
, Timothy C. Havens, Christian Wagner:
Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. IPMU (1) 2018: 115-126 - 2017
- [c5]Muhammad Aminul Islam, Derek T. Anderson, Fred Petry, Denson Smith, Paul Elmore
:
The fuzzy integral for missing data. FUZZ-IEEE 2017: 1-8 - [c4]Anthony J. Pinar, Timothy C. Havens, Muhammad Aminul Islam, Derek T. Anderson:
Visualization and learning of the Choquet integral with limited training data. FUZZ-IEEE 2017: 1-6 - 2016
- [c3]Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan:
CLODD based band group selection. IGARSS 2016: 36-39 - [c2]Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan:
Fusion of diverse features and kernels using LP-norm based multiple kernel learning in hyperspectral image processing. WHISPERS 2016: 1-5 - 2015
- [c1]Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens:
Multi-criteria based learning of the Choquet integral using Goal programming. NAFIPS/WConSC 2015: 1-6
Coauthor Index
aka: Derek T. Anderson
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last updated on 2024-08-03 21:17 CEST by the dblp team
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