Muhammad Aminul Islam

27 papers B 9C 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning the Hit-or-Miss Transform-Based Morphological Neural Networks.
IEEE Access
Muhammad Aminul Islam, Sireesha Chimbili
2024 J jnl
Enhancing Sensor Data Imputation: OWA-Based Model Aggregation for Missing Values.
Future Internet
Muthana Al-Amidie, Laith Alzubaidi, Muhammad Aminul Islam, Derek T. Anderson
2021 J jnl
A Generalized Fuzzy Extension Principle and Its Application to Information Fusion.
IEEE Trans. Fuzzy Syst.
Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens, John E. Ball
2021 B conf
Attribution Modeling for Deep Morphological Neural Networks using Saliency Maps.
IJCNN
Muhammad Aminul Islam, Charlie T. Veal, Yashaswini Gouru, Derek T. Anderson
2021 J jnl
Explainable AI for the Choquet Integral.
IEEE Trans. Emerg. Top. Comput. Intell.
Bryce J. Murray, Muhammad Aminul Islam, Anthony J. Pinar, Derek T. Anderson, Grant J. Scott, Timothy C. Havens, James M. Keller
2021 J jnl
Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Muhammad Aminul Islam, Bryce Murray, Andrew R. Buck, Derek T. Anderson, Grant J. Scott, Mihail Popescu, James Keller
2021 J jnl
Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data.
IEEE Trans. Fuzzy Syst.
Siva Krishna Kakula, Anthony J. Pinar, Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens
2020 B conf
A Weighted Matrix Visualization for Fuzzy Measures and Integrals.
FUZZ-IEEE
Andrew R. Buck, Derek T. Anderson, James M. Keller, Timothy Wilkin, Muhammad Aminul Islam
2020 B conf
Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery.
IJCNN
Grant J. Scott, J. Alex Hurt, Alex Yang, Muhammad Aminul Islam, Derek T. Anderson, Curt H. Davis
2020 J jnl
Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks.
IEEE Trans. Fuzzy Syst.
Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar, Timothy C. Havens, Grant J. Scott, James M. Keller
2020 J jnl
Fuzzy Integral = Contextual Linear Order Statistic.
CoRR
Derek Anderson, Matthew Deardorff, Timothy C. Havens, Siva K. Kakula, Timothy Wilkin, Muhammad Aminul Islam, Anthony Pinar, Andrew R. Buck
2020 B conf
Possibilistic Clustering Enabled Neuro Fuzzy Logic.
FUZZ-IEEE
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
2019 J jnl
An efficient evolutionary algorithm to optimize the Choquet integral.
Int. J. Intell. Syst.
Muhammad Aminul Islam, Derek T. Anderson, Fred Petry, Paul Elmore
2019 J jnl
Deep Morphological Hit-or-Miss Transform Neural Network.
CoRR
Muhammad Aminul Islam, Bryce Murray, Andrew R. Buck, Derek T. Anderson, Grant J. Scott, Mihail Popescu, James Keller
2019 J jnl
Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks.
CoRR
Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar, Timothy C. Havens, Grant J. Scott, James M. Keller
2019 J jnl
Fusion of heterogeneous bands and kernels in hyperspectral image processing.
CoRR
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
2019 B conf
Linear Order Statistic Neuron.
FUZZ-IEEE
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
2019 J jnl
Semantic Segmentation with Transfer Learning for Off-Road Autonomous Driving.
Sensors
Suvash Sharma, John E. Ball, Bo Tang, Daniel W. Carruth, Matthew Doude, Muhammad Aminul Islam
2019 B conf
Transfer Learning for the Choquet Integral.
FUZZ-IEEE
Bryce Murray, Muhammad Aminul Islam, Anthony Pinar, Derek T. Anderson, Grant J. Scott, Timothy C. Havens, Fred Petry, Paul Elmore
2018 J jnl
Data-Driven Compression and Efficient Learning of the Choquet Integral.
IEEE Trans. Fuzzy Syst.
Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar, Timothy C. Havens
2018 — conf
Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning.
IPMU (1)
Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner
2018 B conf
Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral.
FUZZ-IEEE
Bryce Murray, Muhammad Aminul Islam, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson, Grant J. Scott
2017 B conf
The fuzzy integral for missing data.
FUZZ-IEEE
Muhammad Aminul Islam, Derek T. Anderson, Fred Petry, Denson Smith, Paul Elmore
2017 B conf
Visualization and learning of the Choquet integral with limited training data.
FUZZ-IEEE
Anthony J. Pinar, Timothy C. Havens, Muhammad Aminul Islam, Derek T. Anderson
2016 C conf
CLODD based band group selection.
IGARSS
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
2016 — conf
Fusion of diverse features and kernels using LP-norm based multiple kernel learning in hyperspectral image processing.
WHISPERS
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
2015 — conf
Multi-criteria based learning of the Choquet integral using Goal programming.
NAFIPS/WConSC
Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens