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Timothy C. Havens

◀ ▶ joint publications with Muhammad Aminul Islam

> Home > Persons > Timothy C. Havens

Publications

2021
[j37]
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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)
[j35]
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  - journals/tfs/IslamAHB21
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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)
[j34]
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  - journals/tfs/KakulaPIAH21
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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)
2020
[j32]
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  - journals/tfs/IslamAPHSK20
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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)
[i4]
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  - journals/corr/abs-2007-02874
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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)
2019
[c56]
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  - conf/fuzzIEEE/MurrayIPASHPE19
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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
[c55]
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  - conf/fuzzIEEE/VealYHIASKHT19
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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
[i2]
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  - journals/corr/abs-1905-04394
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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)
2018
[j25]
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  - journals/tfs/IslamAPH18
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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)
[c51]
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  - conf/fuzzIEEE/MurrayIPHAS18
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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
[c50]
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  - conf/ipmu/IslamADHW18
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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
[c46]
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  - conf/fuzzIEEE/PinarHIA17
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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
2015
[c36]
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  - conf/nafips/IslamAH15
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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

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