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Anthony Pinar
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2020 – today
- 2021
- [j8]Bryce J. Murray
, Muhammad Aminul Islam
Explainable AI for the Choquet Integral. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 520-529 (2021) - [j7]Siva Krishna Kakula
Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data. IEEE Trans. Fuzzy Syst. 29(10): 2890-2901 (2021) - [c14]Siva Krishna Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson:
Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion. FUZZ-IEEE 2021: 1-6 - 2020
- [j6]Muhammad Aminul Islam
Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks. IEEE Trans. Fuzzy Syst. 28(7): 1291-1300 (2020) - [c13]Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson:
Extended Linear Order Statistic (ELOS) Aggregation and Regression. FUZZ-IEEE 2020: 1-7 - [c12]Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson:
Choquet Integral Ridge Regression. FUZZ-IEEE 2020: 1-8 - [c11]Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson:
Online Learning of the Fuzzy Choquet Integral. SMC 2020: 608-614 - [c10]Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson:
Visualization and Analysis Tools for Explainable Choquet Integral Regression. SSCI 2020: 1678-1686 - [i2]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)
2010 – 2019
- 2019
- [c9]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 - [i1]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
- [j5]Saeedeh Ziaeefard, Brian R. Page
Effective Turning Motion Control of Internally Actuated Autonomous Underwater Vehicles. J. Intell. Robotic Syst. 89(1-2): 175-189 (2018) - [j4]Muhammad Aminul Islam
Data-Driven Compression and Efficient Learning of the Choquet Integral. IEEE Trans. Fuzzy Syst. 26(4): 1908-1922 (2018) - [c8]Timothy C. Havens, Anthony J. Pinar, Derek T. Anderson, Christian Wagner:
SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence. FUZZ-IEEE 2018: 1-6 - [c7]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 - [c6]Utkarsh Agrawal
Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms. IPMU (1) 2018: 329-341 - 2017
- [j3]Brian R. Page
Highly Maneuverable Low-Cost Underwater Glider: Design and Development. IEEE Robotics Autom. Lett. 2(1): 344-349 (2017) - [j2]Anthony J. Pinar
Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion. IEEE Trans. Fuzzy Syst. 25(6): 1403-1416 (2017) - [c5]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 - [c4]Timothy C. Havens, Anthony J. Pinar:
Generating random fuzzy (capacity) measures for data fusion simulations. SSCI 2017: 1-8 - 2016
- [c3]Anthony J. Pinar, Joseph Rice, Timothy C. Havens, Matthew Masarik, Joseph Burns, Derek T. Anderson:
Explosive hazard detection with feature and decision level fusion, multiple kernel learning, and fuzzy integrals. SSCI 2016: 1-8 - [p1]Timothy C. Havens, Derek T. Anderson, Kevin E. Stone, John Becker, Anthony J. Pinar:
Computational Intelligence Methods in Forward-Looking Explosive Hazard Detection. Recent Advances in Computational Intelligence in Defense and Security 2016: 13-44 - 2015
- [j1]Anthony Pinar, Bas Wijnen, Gerald C. Anzalone, Timothy C. Havens, Paul G. Sanders, Joshua M. Pearce:
Low-Cost Open-Source Voltage and Current Monitor for Gas Metal Arc Weld 3D Printing. J. Sensors 2015: 876714:1-876714:8 (2015) - [c2]Anthony Pinar, Timothy C. Havens, Derek T. Anderson, Lequn Hu:
Feature and decision level fusion using multiple kernel learning and fuzzy integrals. FUZZ-IEEE 2015: 1-7 - [c1]Guilherme Aramizo Ribeiro, Anthony Pinar, Eric Wilkening, Saeedeh Ziaeefard, Nina Mahmoudian:
A multi-level motion controller for low-cost Underwater Gliders. ICRA 2015: 1131-1136
Coauthor Index
aka: Derek T. Anderson
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