Ice anthropogenic classification with acoustic vector sensors using transformer neural networks, Steven Whitaker, Andrew Barnard, George D. Anderson, Timothy C. Havens
Michigan Tech Publications

Environment Sound Classification (ESC) with Choquet Integral Fusion, Yilin Wang, Timothy C. Havens, Andrew Barnard
Michigan Tech Publications

A Generalized Fuzzy Extension Principle and Its Application to Information Fusion, Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens, John E. Ball
Michigan Tech Publications

Uncertain Inference Using Ordinal Classification in Deep Networks for Acoustic Localization, Steven Whitaker, Zach Dekraker, Andrew Barnard, Timothy C. Havens, George D. Anderson
Michigan Tech Publications

Light Field Compression by Residual CNN-Assisted JPEG, Eisa Hedayati, Timothy C. Havens, Jeremy Bos
Michigan Tech Publications

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

Actionable XAI for the Fuzzy Integral, Bryce Murray, Derek T. Anderson, Timothy C. Havens
Michigan Tech Publications

Earth Mover's Distance as a Similarity Measure for Linear Order Statistics and Fuzzy Integrals, Matthew Deardorff, Derek T. Anderson, Timothy C. Havens, Bryce Murray, Siva K. Kakula, Timothy Wilkin
Michigan Tech Publications

Recurrent networks for direction-of-arrival identification of an acoustic source in a shallow water channel using a vector sensor, Steven Whitaker, Andrew Barnard, George D. Anderson, Timothy C. Havens
Michigan Tech Publications

Soft Overlapping Community Detection in Large-Scale Networks via Fast Fuzzy Modularity Maximization, Sakineh Yazdanparast, Timothy C. Havens, Mohsen Jamalabdollahi
Michigan Tech Publications

Recurrent networks for direction-of-arrival identification of an acoustic source in a shallow water channel using a vector sensor, Steven Whitaker, Andrew Barnard, George D. Anderson, Timothy C. Havens
Michigan Tech Publications

Online Learning of the Fuzzy Choquet Integral, Siva Krishna Kakula, Anthony Pinar, Timothy C. Havens, Derek T. Anderson
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

On a paradox of extended linguistic summaries, Anna Wilbik, Timothy C. Havens, Tim Wilkin
Michigan Tech Publications

Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms, Bryce J. Murray, Derek T. Anderson, Timothy C. Havens, Tim Wilkin, Anna Wilbik
Michigan Tech Publications

Visualization and Analysis Tools for Explainable Choquet Integral Regression, Siva Krishna Kakula, Anthony Pinar, Timothy C. Havens, Derek T. Anderson
Michigan Tech Publications

Conference Report on 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019) [Conference Reports], Timothy C. Havens, James M. Keller
Michigan Tech Publications

FUZZ 2019 welcome message from the conference chairs, Timothy C. Havens, James M. Keller
Michigan Tech Publications

Target localization and tracking by fusing doppler differentials from cellular emanations with a multi-spectral video tracker, Casey D. Demars, Michael Roggemann, Adam Webb, Timothy C. Havens
Michigan Tech Publications

An information-theoretic approach to partitioning simultaneous transmit and receive digital phased arrays, Ian Thomas Cummings, Timothy J. Schulz, Jonathan Doane, Timothy C. Havens
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

Efficient binary fuzzy measure representation and Choquet integral learning, Muhammad Aminul Islam, Derek Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner
Michigan Tech Publications

Fuzzy adaptive extended Kalman filter for robot 3D pose estimation, Hanieh Deilamsalehy, Timothy C. Havens
Michigan Tech Publications

Sensor relocation for improved target tracking, Husam Sweidan, Timothy C. Havens
Michigan Tech Publications

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

Effect of label noise on the machine-learned classification of earthquake damage, Jared Frank, Umaa Rebbapragada, James Bialas, Thomas Oommen, Timothy C. Havens
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

The arithmetic recursive average as an instance of the recursive weighted power mean, Christian Wagner, Timothy C. Havens, Derek Anderson
Michigan Tech Publications

Novel similarity measure for interval-valued data based on overlapping ratio, Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek Anderson, Uwe Aickelin
Michigan Tech Publications

Efficient modeling and representation of agreement in interval-valued data, Timothy C. Havens, Christian Wagner, Derek Anderson
Michigan Tech Publications

Sensor fusion of wayside visible and thermal imagery for rail car wheel and bearing damage detection, Hanieh Deilamsalehy, Timothy C. Havens, Pasi T. Lautala
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

Modularity maximization using completely positive programming, Sakineh Yazdanparast, Timothy C. Havens
Michigan Tech Publications

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

Fuzzy Choquet integration of homogeneous possibility and probability distributions, Derek Anderson, Paul Elmore, Timothy C. Havens
Michigan Tech Publications

An automatic method for detecting sliding railway wheels and hot bearings using thermal imagery, Hanieh Deilamsalehy, Timothy C. Havens, Pasi T. Lautala, Ezequiel F. Medici, James Davis
Michigan Tech Publications

Multispectral detection and tracking of multiple moving targets in cluttered urban environments, Casey D. Demars, Michael Roggemann, 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

Insights and characterization of l1-norm based sparsity learning of a lexicographically encoded capacity vector for the Choquet integral, Titilope Adeyeba, Derek Anderson, Timothy C. Havens
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

Multi-criteria based learning of the Choquet integral using Goal programming, Muhammad Aminul Islam, Derek Anderson, Timothy C. Havens
Michigan Tech Publications

A hybrid approach to clustering big data, Dheeraj Kumar, James C. Bezdek, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, Timothy C. Havens
Michigan Tech Publications

Automatic method for detecting and categorizing train car wheel and bearing defects, Hanieh Deilamsalehy, Timothy C. Havens, Pasi T. Lautala
Michigan Tech Publications

Fusion of iECO image descriptors for buried explosive hazard detection in forward-looking infrared imagery, Stanton R. Price, Derek Anderson, Timothy C. Havens
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

An apodization approach for processing forward-looking GPR for buried target detection, Adam Webb, Timothy C. Havens, Timothy J. Schulz
Michigan Tech Publications

Data-informed fuzzy measures for fuzzy integration of intervals and fuzzy numbers, Timothy C. Havens, Derek Anderson, Christian Wagner
Michigan Tech Publications

Quadratic program-based modularity maximization for fuzzy community detection in social networks, Jianhai Su, Timothy C. Havens
Michigan Tech Publications

From interval-valued data to general type-2 fuzzy sets, Christian Wagner, Simon Miller, Jonathan M. Garibaldi, Derek Anderson, Timothy C. Havens
Michigan Tech Publications

A generalized fuzzy t-norm formulation of fuzzy modularity for community detection in social networks, Jianhai Su, Timothy C. Havens
Michigan Tech Publications