Anthony J. Pinar

20 papers B 7Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2021 J jnl
Explainable AI for the Choquet Integral.
IEEE Trans. Emerg. Top. Comput. Intell.
Bryce J. Murray, Muhammad Aminul Islam, Anthony J. Pinar, Derek T. Anderson, Grant J. Scott, Timothy C. Havens, James M. Keller
2021 J jnl
Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data.
IEEE Trans. Fuzzy Syst.
Siva Krishna Kakula, Anthony J. Pinar, Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens
2021 B conf
Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion.
FUZZ-IEEE
Siva Krishna Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
2020 B conf
Choquet Integral Ridge Regression.
FUZZ-IEEE
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
2020 J jnl
Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks.
IEEE Trans. Fuzzy Syst.
Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar, Timothy C. Havens, Grant J. Scott, James M. Keller
2020 B conf
Extended Linear Order Statistic (ELOS) Aggregation and Regression.
FUZZ-IEEE
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
2020 B conf
Online Learning of the Fuzzy Choquet Integral.
SMC
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
2020 — conf
Visualization and Analysis Tools for Explainable Choquet Integral Regression.
SSCI
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
2019 J jnl
Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks.
CoRR
Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar, Timothy C. Havens, Grant J. Scott, James M. Keller
2018 — conf
Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms.
IPMU (1)
Utkarsh Agrawal, Anthony J. Pinar, Christian Wagner, Timothy C. Havens, Daniele Soria, Jonathan M. Garibaldi
2018 J jnl
Data-Driven Compression and Efficient Learning of the Choquet Integral.
IEEE Trans. Fuzzy Syst.
Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar, Timothy C. Havens
2018 J jnl
Effective Turning Motion Control of Internally Actuated Autonomous Underwater Vehicles.
J. Intell. Robotic Syst.
Saeedeh Ziaeefard, Brian R. Page, Anthony J. Pinar, Nina Mahmoudian
2018 B conf
Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral.
FUZZ-IEEE
Bryce Murray, Muhammad Aminul Islam, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson, Grant J. Scott
2018 B conf
SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence.
FUZZ-IEEE
Timothy C. Havens, Anthony J. Pinar, Derek T. Anderson, Christian Wagner
2017 J jnl
Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion.
IEEE Trans. Fuzzy Syst.
Anthony J. Pinar, Joseph Rice, Lequn Hu, Derek T. Anderson, Timothy C. Havens
2017 — conf
Generating random fuzzy (capacity) measures for data fusion simulations.
SSCI
Timothy C. Havens, Anthony J. Pinar
2017 J jnl
Highly Maneuverable Low-Cost Underwater Glider: Design and Development.
IEEE Robotics Autom. Lett.
Brian R. Page, Saeedeh Ziaeefard, Anthony J. Pinar, Nina Mahmoudian
2017 B conf
Visualization and learning of the Choquet integral with limited training data.
FUZZ-IEEE
Anthony J. Pinar, Timothy C. Havens, Muhammad Aminul Islam, Derek T. Anderson
2016 — ch.
Computational Intelligence Methods in Forward-Looking Explosive Hazard Detection.
Recent Advances in Computational Intelligence in Defense and Security
Timothy C. Havens, Derek T. Anderson, Kevin E. Stone, John Becker, Anthony J. Pinar
2016 — conf
Explosive hazard detection with feature and decision level fusion, multiple kernel learning, and fuzzy integrals.
SSCI
Anthony J. Pinar, Joseph Rice, Timothy C. Havens, Matthew Masarik, Joseph Burns, Derek T. Anderson