| Enabling explainable fusion in deep learning with fuzzy integral neural networks MA Islam, DT Anderson, AJ Pinar, TC Havens, G Scott, JM Keller IEEE Transactions on Fuzzy Systems 28 (7), 1291-1300, 2019 | 82 | 2019 |
| Efficient multiple kernel classification using feature and decision level fusion AJ Pinar, J Rice, L Hu, DT Anderson, TC Havens IEEE Transactions on Fuzzy Systems 25 (6), 1403-1416, 2016 | 59 | 2016 |
| Highly maneuverable low-cost underwater glider: Design and development BR Page, S Ziaeefard, AJ Pinar, N Mahmoudian IEEE Robotics and Automation Letters 2 (1), 344-349, 2016 | 59 | 2016 |
| Data-driven compression and efficient learning of the Choquet integral MA Islam, DT Anderson, AJ Pinar, TC Havens IEEE Transactions on Fuzzy Systems 26 (4), 1908-1922, 2017 | 52 | 2017 |
| Explainable ai for the choquet integral BJ Murray, MA Islam, AJ Pinar, DT Anderson, GJ Scott, TC Havens, ... IEEE Transactions on Emerging Topics in Computational Intelligence 5 (4 …, 2020 | 36 | 2020 |
| Measures of the Shapley index for learning lower complexity fuzzy integrals AJ Pinar, DT Anderson, TC Havens, A Zare, T Adeyeba Granular Computing 2, 303-319, 2017 | 33 | 2017 |
| Feature and Decision Level Fusion Using Multiple Kernel Learning and Fuzzy Integrals A Pinar, TC Havens, DT Anderson, L Hu FUZZ-IEEE 2015, 2015 | 29 | 2015 |
| Effective turning motion control of internally actuated autonomous underwater vehicles S Ziaeefard, BR Page, AJ Pinar, N Mahmoudian Journal of Intelligent & Robotic Systems 89 (1), 175-189, 2018 | 28 | 2018 |
| Low‐Cost Open‐Source Voltage and Current Monitor for Gas Metal Arc Weld 3D Printing A Pinar, B Wijnen, GC Anzalone, TC Havens, PG Sanders, JM Pearce Journal of Sensors 2015 (1), 876714, 2015 | 28 | 2015 |
| Explainable ai for understanding decisions and data-driven optimization of the choquet integral B Murray, MA Islam, AJ Pinar, TC Havens, DT Anderson, G Scott 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018 | 27 | 2018 |
| Multi-band sensor-fused explosive hazards detection in forward-looking ground penetrating radar TC Havens, J Becker, A Pinar, TJ Schulz Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XIX …, 2014 | 22 | 2014 |
| Visualization and learning of the Choquet integral with limited training data AJ Pinar, TC Havens, MA Islam, DT Anderson 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017 | 21 | 2017 |
| Deep belief networks for false alarm rejection in forward-looking ground-penetrating radar J Becker, TC Havens, A Pinar, TJ Schulz Detection and sensing of mines, explosive objects, and obscured targets XX …, 2015 | 19 | 2015 |
| Approach to explosive hazard detection using sensor fusion and multiple kernel learning with downward-looking GPR and EMI sensor data A Pinar, M Masarik, TC Havens, J Burns, B Thelen, J Becker Detection and sensing of mines, explosive objects, and obscured targets XX …, 2015 | 17 | 2015 |
| Choquet integral ridge regression SK Kakula, AJ Pinar, TC Havens, DT Anderson 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020 | 14 | 2020 |
| A novel roll mechanism to increase maneuverability of autonomous underwater vehicles in shallow water S Ziaeefard, BR Page, AJ Pinar, N Mahmoudian OCEANS 2016 MTS/IEEE Monterey, 1-5, 2016 | 13 | 2016 |
| A multi-level motion controller for low-cost underwater gliders GA Ribeiro, A Pinar, E Wilkening, S Ziaeefard, N Mahmoudian 2015 IEEE International Conference on Robotics and Automation (ICRA), 1131-1136, 2015 | 12 | 2015 |
| Generating random fuzzy (capacity) measures for data fusion simulations TC Havens, AJ Pinar 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2017 | 10 | 2017 |
| Novel regularization for learning the fuzzy choquet integral with limited training data SK Kakula, AJ Pinar, MA Islam, DT Anderson, TC Havens IEEE Transactions on Fuzzy Systems 29 (10), 2890-2901, 2020 | 9 | 2020 |
| Comparison of fuzzy integral-fuzzy measure based ensemble algorithms with the state-of-the-art ensemble algorithms U Agrawal, AJ Pinar, C Wagner, TC Havens, D Soria, JM Garibaldi Information Processing and Management of Uncertainty in Knowledge-Based …, 2018 | 7 | 2018 |
Timothy C. HavensMichigan Technological UniversityAdresse e-mail validée de mtu.edu
