Multi-criteria based learning of the Choquet integral using Goal programming. - Muhammad Aminul Islam; Derek T. Anderson; Timothy C. Havens (NAFIPS/WConSC, 2015)

CLODD based band group selection. - Muhammad Aminul Islam; Derek T. Anderson; John E. Ball; Nicolas H. Younan (IGARSS, 2016)

Fusion of diverse features and kernels using LP-norm based multiple kernel learning in hyperspectral image processing. - Muhammad Aminul Islam; Derek T. Anderson; John E. Ball; Nicolas H. Younan (WHISPERS, 2016)

The fuzzy integral for missing data. - Muhammad Aminul Islam; Derek T. Anderson; Fred Petry; Denson Smith; Paul Elmore (FUZZ-IEEE, 2017)

Visualization and learning of the Choquet integral with limited training data. - Anthony J. Pinar; Timothy C. Havens; Muhammad Aminul Islam; Derek T. Anderson (FUZZ-IEEE, 2017)

Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral. - Bryce Murray; Muhammad Aminul Islam; Anthony J. Pinar; Timothy C. Havens; Derek T. Anderson; Grant J. Scott (FUZZ-IEEE, 2018)

Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. - Muhammad Aminul Islam; Derek T. Anderson; Xiaoxiao Du 001; Timothy C. Havens; Christian Wagner 002 (IPMU (1), 2018)

Data-Driven Compression and Efficient Learning of the Choquet Integral. - Muhammad Aminul Islam; Derek T. Anderson; Anthony J. Pinar; Timothy C. Havens (IEEE Trans. Fuzzy Syst., 2018)

Transfer Learning for the Choquet Integral. - Bryce Murray; Muhammad Aminul Islam; Anthony Pinar; Derek T. Anderson; Grant J. Scott; Timothy C. Havens; Fred Petry; Paul Elmore (FUZZ-IEEE, 2019)

Linear Order Statistic Neuron. - 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 011 (FUZZ-IEEE, 2019)

Fusion of heterogeneous bands and kernels in hyperspectral image processing. - Muhammad Aminul Islam; Derek T. Anderson; John E. Ball; Nicolas H. Younan (CoRR, 2019)

Deep Morphological Hit-or-Miss Transform Neural Network. - Muhammad Aminul Islam; Bryce Murray; Andrew R. Buck; Derek T. Anderson; Grant J. Scott; Mihail Popescu; James Keller 001 (CoRR, 2019)

An efficient evolutionary algorithm to optimize the Choquet integral. - Muhammad Aminul Islam; Derek T. Anderson; Fred Petry; Paul Elmore (Int. J. Intell. Syst., 2019)

Semantic Segmentation with Transfer Learning for Off-Road Autonomous Driving. - Suvash Sharma; John E. Ball; Bo Tang 011; Daniel W. Carruth; Matthew Doude; Muhammad Aminul Islam (Sensors, 2019)

A Weighted Matrix Visualization for Fuzzy Measures and Integrals. - Andrew R. Buck; Derek T. Anderson; James M. Keller; Timothy Wilkin 001; Muhammad Aminul Islam (FUZZ-IEEE, 2020)

Possibilistic Clustering Enabled Neuro Fuzzy Logic. - Blake Ruprecht; Wenlong Wu; Muhammad Aminul Islam; Derek Anderson; James Keller 001; Grant J. Scott; Curt H. Davis; Fred Petry; Paul Elmore; Kristen Nock; Elizabeth Gilmour (FUZZ-IEEE, 2020)

Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery. - Grant J. Scott; J. Alex Hurt; Alex Yang; Muhammad Aminul Islam; Derek T. Anderson; Curt H. Davis (IJCNN, 2020)

Fuzzy Integral = Contextual Linear Order Statistic. - Derek Anderson; Matthew Deardorff; Timothy C. Havens; Siva K. Kakula; Timothy Wilkin 001; Muhammad Aminul Islam; Anthony Pinar; Andrew R. Buck (CoRR, 2020)

Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks. - Muhammad Aminul Islam; Derek T. Anderson; Anthony J. Pinar; Timothy C. Havens; Grant J. Scott; James M. Keller (IEEE Trans. Fuzzy Syst., 2020)

Attribution Modeling for Deep Morphological Neural Networks using Saliency Maps. - Muhammad Aminul Islam; Charlie T. Veal; Yashaswini Gouru; Derek T. Anderson (IJCNN, 2021)

Explainable AI for the Choquet Integral. - Bryce J. Murray; Muhammad Aminul Islam; Anthony J. Pinar; Derek T. Anderson; Grant J. Scott; Timothy C. Havens; James M. Keller (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

A Generalized Fuzzy Extension Principle and Its Application to Information Fusion. - Muhammad Aminul Islam; Derek T. Anderson; Timothy C. Havens; John E. Ball (IEEE Trans. Fuzzy Syst., 2021)

Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data. - Siva Krishna Kakula; Anthony J. Pinar; Muhammad Aminul Islam; Derek T. Anderson; Timothy C. Havens (IEEE Trans. Fuzzy Syst., 2021)

Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks. - Muhammad Aminul Islam; Bryce Murray; Andrew R. Buck; Derek T. Anderson; Grant J. Scott; Mihail Popescu; James Keller 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Enhancing Sensor Data Imputation: OWA-Based Model Aggregation for Missing Values. - Muthana Al-Amidie; Laith Alzubaidi; Muhammad Aminul Islam; Derek T. Anderson (Future Internet, 2024)

Learning the Hit-or-Miss Transform-Based Morphological Neural Networks. - Muhammad Aminul Islam; Sireesha Chimbili (IEEE Access, 2025)