Kernel Matrix-Based Heuristic Multiple Kernel Learning, Stanton R. Price, Derek T. Anderson, Timothy C. Havens, Steven R. Price
Michigan Tech Publications

Through-Ice Acoustic Source Tracking Using Vision Transformers with Ordinal Classification, Steven Whitaker, Andrew Barnard, George D. Anderson, Timothy C. Havens
Michigan Tech Publications

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

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

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

A Similarity Measure Based on Bidirectional Subsethood for Intervals, Shaily Kabir, Christian Wagner, 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

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

Neural networks for real-time adaptive beamforming in simultaneous transmit and receive digital phased arrays: Student submission, Ian Thomas Cummings, Timothy J. Schulz, Timothy C. Havens, Jonathan Doane
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

Aperture-level simultaneous transmit and receive with digital phased arrays, Ian Cummings, Jonathan Doane, Timothy J. Schulz, Timothy C. Havens
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

Measuring similarity between discontinuous intervals - Challenges and solutions, Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek Anderson
Michigan Tech Publications

Linear order statistic neuron, Charlie Veal, Alex Yang, Alex Hurt, Muhammad Aminul Islam, Derek T. Anderson, Grant Scott, James M. Keller, Timothy C. Havens
Michigan Tech Publications

Machine learning of Choquet integral regression with respect to a bounded capacity (or non-monotonic fuzzy measure), Timothy C. Havens, Derek T. Anderson
Michigan Tech Publications

Optimal segmentation of high spatial resolution images for the classification of buildings using random forests, James Bialas, Thomas Oommen, Timothy C. Havens
Department of Electrical and Computer Engineering Publications

Information-theoretic optimization of full-duplex communication between digital phased arrays, Ian Thomas Cummings, Timothy J. Schulz, Jonathan Doane, Seyed A. Zekavat, Timothy C. Havens
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

Multi-sensor fusion on mobile platforms, Timothy C. Havens
TechTalks

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 integral for rule aggregation in fuzzy inference systems, Leary Tomlin, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller
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

GPR anomaly detection with robust principal component analysis, Matthew P. Masarik, Joseph W. Burns, Brian T. Thelen, Jack Kelly, Timothy C. Havens
Michigan Tech Research Institute 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

Efficient and Scalable Nonlinear Multiple Kernel Aggregation Using the Choquet Integral, Lequn Hu, Derek T. Anderson, Timothy C. Havens, James M. Keller
Michigan Tech Publications

Indices for introspection on the choquet integral, Stanton R. Price, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller
Michigan Tech Publications