Muhammad Aminul Islam

Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks

Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar et al. · IEEE Transactions on Fuzzy Systems · 2019 · 78 citations · Full text

Computing, Bioengineering, Computer Science +17

Semantic Segmentation with Transfer Learning for Off-Road Autonomous Driving

Suvash Sharma, John E. Ball, Bo Tang et al. · Sensors · 2019 · 71 citations · Full text

Computing, Autonomous Systems, Computer Science +12

Modeling of a magneto-rheological (MR) fluid damper using a self tuning fuzzy mechanism

Kyoung Kwan Ahn, Dinh Quang Truong, Muhammad Aminul Islam · Journal of Mechanical Science and Technology · 2009 · 46 citations · Full text

Engineering, Mechanical Engineering, Physics +12

Data-Driven Compression and Efficient Learning of the Choquet Integral

Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar et al. · IEEE Transactions on Fuzzy Systems · 2017 · 44 citations

Computing, Computer Science, Mathematics +17

Explainable AI for the Choquet Integral

Bryce Murray, Muhammad Aminul Islam, Anthony J. Pinar et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 2020 · 34 citations

Computing, Computer Science, Artificial Intelligence +12