Anthony J. Pinar

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 19

Top Topics

Multiple Kernel

Choquet Integral

Aggregation Operators

Top Venues

IEEE Trans. Fuzzy Syst.

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

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) (2021)
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)
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) (2021)
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
Extended Linear Order Statistic (ELOS) Aggregation and Regression. FUZZ-IEEE (2020)
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
Online Learning of the Fuzzy Choquet Integral. SMC (2020)
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
Visualization and Analysis Tools for Explainable Choquet Integral Regression. SSCI (2020)
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) (2020)
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
Choquet Integral Ridge Regression. FUZZ-IEEE (2020)
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 (2019)
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)
Utkarsh Agrawal, Anthony J. Pinar, Christian Wagner, Timothy C. Havens, Daniele Soria, Jonathan M. Garibaldi
Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms. IPMU (1) (2018)
Saeedeh Ziaeefard, Brian R. Page, Anthony J. Pinar, Nina Mahmoudian
Effective Turning Motion Control of Internally Actuated Autonomous Underwater Vehicles. J. Intell. Robotic Syst. 89 (1-2) (2018)
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)
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) (2018)
Timothy C. Havens, Anthony J. Pinar
Generating random fuzzy (capacity) measures for data fusion simulations. SSCI (2017)
Anthony J. Pinar, Joseph Rice, Lequn Hu, Derek T. Anderson, Timothy C. Havens
Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion. IEEE Trans. Fuzzy Syst. 25 (6) (2017)
Brian R. Page, Saeedeh Ziaeefard, Anthony J. Pinar, Nina Mahmoudian
Highly Maneuverable Low-Cost Underwater Glider: Design and Development. IEEE Robotics Autom. Lett. 2 (1) (2017)
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)
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)