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Data-Driven Compression and Efficient Learning of the Choquet Integral

IEEE transactions on fuzzy systems, 2018-08, Vol.26 (4), p.1908-1922

2018

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Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion

IEEE transactions on fuzzy systems, 2017-12, Vol.25 (6), p.1403-1416

2017

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Effective Turning Motion Control of Internally Actuated Autonomous Underwater Vehicles

Journal of intelligent & robotic systems, 2018, Vol.89 (1-2), p.175-189

2018

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Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion

2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021, p.1-6

2021

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Online Learning of the Fuzzy Choquet Integral

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020, p.608-614

2020

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Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks

IEEE transactions on fuzzy systems, 2020-07, Vol.28 (7), p.1291-1300

2020

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Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data

IEEE transactions on fuzzy systems, 2021-10, Vol.29 (10), p.2890-2901

2021

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Highly Maneuverable Low-Cost Underwater Glider: Design and Development

IEEE robotics and automation letters, 2017-01, Vol.2 (1), p.344-349

2017

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Choquet Integral Ridge Regression

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020, p.1-8

2020

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Measures of the Shapley index for learning lower complexity fuzzy integrals

Granular computing (Internet), 2017-12, Vol.2 (4), p.303-319

2017

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Control and performance of a class d audio power converter under sliding-mode control with variable hysteretic bands

2014 IEEE 15th Workshop on Control and Modeling for Power Electronics (COMPEL), 2014, p.1-6

2014

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Visualization and learning of the Choquet integral with limited training data

2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2017, p.1-6

2017

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Transfer Learning for the Choquet Integral

2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2019, p.1-6

2019

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Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms

Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, p.329-341

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Feature and Decision Level Fusion Using Multiple Kernel Learning and Fuzzy Integrals

Pinar, Anthony J

2017

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Computational Intelligence Methods in Forward-Looking Explosive Hazard Detection

Recent Advances in Computational Intelligence in Defense and Security, 2016, p.13-44

2016

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Generating random fuzzy (capacity) measures for data fusion simulations

2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017, p.1-8

2017

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Visualization and Analysis Tools for Explainable Choquet Integral Regression

2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2020, p.1678-1686

2020

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Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral

2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018, p.1-8

2018

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SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence

2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018, p.1-6

2018

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A novel roll mechanism to increase maneuverability of autonomous underwater vehicles in shallow water

OCEANS 2016 MTS/IEEE Monterey, 2016, p.1-5

2016

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Feature and decision level fusion using multiple kernel learning and fuzzy integrals

2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015, p.1-7

2015

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Explosive hazard detection with feature and decision level fusion, multiple kernel learning, and fuzzy integrals

2016 IEEE Symposium Series on Computational Intelligence (SSCI), 2016, p.1-8

2016

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A multi-level motion controller for low-cost Underwater Gliders

2015 IEEE International Conference on Robotics and Automation (ICRA), 2015, p.1131-1136

2015

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Integrated Genomic and Functional microRNA Analysis Identifies miR-30-5p as a Tumor Suppressor and Potential Therapeutic Nanomedicine in Head and Neck Cancer

Clinical cancer research, 2019-05, Vol.25 (9), p.2860-2873

2019

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Data-Driven Compression and Efficient Learning of the Choquet Integral

Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion

Effective Turning Motion Control of Internally Actuated Autonomous Underwater Vehicles

Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion

Online Learning of the Fuzzy Choquet Integral

Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks

Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data

Highly Maneuverable Low-Cost Underwater Glider: Design and Development

Choquet Integral Ridge Regression

Measures of the Shapley index for learning lower complexity fuzzy integrals

Control and performance of a class d audio power converter under sliding-mode control with variable hysteretic bands

Visualization and learning of the Choquet integral with limited training data

Transfer Learning for the Choquet Integral

Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms

Feature and Decision Level Fusion Using Multiple Kernel Learning and Fuzzy Integrals

Computational Intelligence Methods in Forward-Looking Explosive Hazard Detection

Generating random fuzzy (capacity) measures for data fusion simulations

Visualization and Analysis Tools for Explainable Choquet Integral Regression

Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral

SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence

A novel roll mechanism to increase maneuverability of autonomous underwater vehicles in shallow water

Feature and decision level fusion using multiple kernel learning and fuzzy integrals

Explosive hazard detection with feature and decision level fusion, multiple kernel learning, and fuzzy integrals

A multi-level motion controller for low-cost Underwater Gliders

Integrated Genomic and Functional microRNA Analysis Identifies miR-30-5p as a Tumor Suppressor and Potential Therapeutic Nanomedicine in Head and Neck Cancer

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