Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion, Siva K. Kakula, Anthony Pinar, Timothy C. Havens, Derek T. Anderson
Michigan Tech Publications

Effects of perturbed depth sensors in autonomous ground vehicles, Anthony Pinar, Adam J. Webb, Jessica L. Brown, Timothy C. Havens, Brendan Alvey, Guilherme N. DeSouza, et. al.
Michigan Tech Publications

Choquet integral ridge regression, Siva K. Kakula, Anthony Pinar, Timothy C. Havens, Derek T. Anderson
Michigan Tech Publications

Extended Linear Order Statistic (ELOS) Aggregation and Regression, Siva K. Kakula, Anthony Pinar, Timothy C. Havens, Derek T. Anderson
Michigan Tech Publications

Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks, Muhammad Aminul Islam, Derek T. Anderson, Anthony Pinar, Timothy C. Havens, Grant Scott, James M. Keller
Michigan Tech Publications

Explainable AI for the Choquet Integral, Bryce J. Murray, Muhammad Aminul Islam, Anthony Pinar, Derek T. Anderson, Grant J. Scott, Timothy C. Havens, James M. Keller
Michigan Tech Publications

Transfer learning for the Choquet integral, Bryce Murray, Muhammad Aminul Islam, Anthony Pinar, Derek T. Anderson, Grant Scott, Timothy C. Havens, et al.
Michigan Tech Publications

Comparison of fuzzy integral-fuzzy measure based ensemble algorithms with state-of-the-art ensemble algorithms, Utkarsh Agrawal, Anthony Pinar, Christian Wagner, Timothy C. Havens, Daniele Soria, Jonathan M. Gribaldi
Michigan Tech Publications

Generating random fuzzy (capacity) measures for data fusion simulations, Timothy C. Havens, Anthony Pinar
Michigan Tech Publications

Effective Turning Motion Control of Internally Actuated Autonomous Underwater Vehicles, Saeedeh Ziaeefard, Brian R. Page, Anthony Pinar, Nina Mahmoudian
Michigan Tech Publications

Visualization and learning of the Choquet integral with limited training data, Anthony Pinar, Timothy C. Havens, Muhammad Aminul Islam, Derek Anderson
Michigan Tech Publications

Measures of the Shapley index for learning lower complexity fuzzy integrals, Anthony Pinar, Derek T. Anderson, Timothy C. Havens, Alina Zare, Titilope Adeyeba
Michigan Tech Publications

Feature and Decision Level Fusion Using Multiple Kernel Learning and Fuzzy Integrals, Anthony Pinar
Dissertations, Master's Theses and Master's Reports

Efficient multiple kernel classification using feature and decision level fusion, Anthony Pinar, Joseph Rice, Lequn Hu, Derek Anderson, Timothy C. Havens
Michigan Tech Publications

Computational intelligence methods in forward-looking explosive hazard detection, Timothy C. Havens, Derek Anderson, Kevin Stone, Anthony Pinar
Michigan Tech Publications

Feature and decision level fusion using multiple kernel learning and fuzzy integrals, Anthony Pinar, Timothy C. Havens, Derek Anderson, Lequn Hu
Michigan Tech Publications

Approach to explosive hazard detection using sensor fusion and multiple kernel learning with downward-looking GPR and EMI sensor data, Anthony Pinar, Matthew P. Masarik, Timothy C. Havens, Joseph W. Burns, Brian Thelen, John Becker
Michigan Tech Publications

Deep belief networks for false alarm rejection in forward-looking ground-penetrating radar, John Becker, Timothy C. Havens, Anthony Pinar, Timothy J. Schulz
Michigan Tech Publications