Temporal Activity Analysis. - Isaac J. Sledge; James M. Keller; Timothy C. Havens; Gregory L. Alexander; Marge Skubic (AAAI Fall Symposium: AI in Eldercare: New Solutions to Old Problems, 2008)

Ontological self-organizing maps for cluster visualization and functional summarization of gene products using Gene Ontology similarity measures. - Timothy C. Havens; James M. Keller; Mihail Popescu; James C. Bezdek (FUZZ-IEEE, 2008)

A new cluster validity measure for bioinformatics relational datasets. - Mihail Popescu; James C. Bezdek; James M. Keller; Timothy C. Havens; Jacalyn M. Huband (FUZZ-IEEE, 2008)

Dunn's cluster validity index as a contrast measure of VAT images. - Timothy C. Havens; James C. Bezdek; James M. Keller; Mihail Popescu (ICPR, 2008)

Roach Infestation Optimization. - Timothy C. Havens; Christopher J. Spain; Nathan G. Salmon; James M. Keller (SIS, 2008)

Contour tracking of human exercises. - Timothy C. Havens; Gregory L. Alexander; Carmen Abbott; James M. Keller; Marjorie Skubic; Marilyn Rantz (CIVI, 2009)

Fuzzy contour tracking of human silhouettes. - Timothy C. Havens; Gregory L. Alexander; James M. Keller; Marjorie Skubic; Marilyn Rantz (FUZZ-IEEE, 2009)

Is VAT really single linkage in disguise? - Timothy C. Havens; James C. Bezdek; James M. Keller; Mihail Popescu; Jacalyn M. Huband (Ann. Math. Artif. Intell., 2009)

Clustering in ordered dissimilarity data. - Timothy C. Havens; James C. Bezdek; James M. Keller; Mihail Popescu (Int. J. Intell. Syst., 2009)

Finding the number of clusters in ordered dissimilarities. - Isaac J. Sledge; Timothy C. Havens; Jacalyn M. Huband; James C. Bezdek; James M. Keller (Soft Comput., 2009)

Clustering elliptical anomalies in sensor networks. - James C. Bezdek; Timothy C. Havens; James M. Keller; Christopher Leckie; Laurence Anthony F. Park (FUZZ-IEEE, 2010)

A fuzzy Choquet integral with an interval type-2 fuzzy number-valued integrand. - Timothy C. Havens; Derek T. Anderson; James M. Keller (FUZZ-IEEE, 2010)

A relational dual of the fuzzy possibilistic c-means algorithm. - Isaac J. Sledge; James C. Bezdek; Timothy C. Havens; James M. Keller (FUZZ-IEEE, 2010)

A New Implementation of the co-VAT Algorithm for Visual Assessment of Clusters in Rectangular Relational Data. - Timothy C. Havens; James C. Bezdek; James M. Keller (ICAISC (1), 2010)

Incremental Kernel Fuzzy c-Means. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (IJCCI (Selected Papers), 2010)

Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral. - Derek T. Anderson; James M. Keller; Timothy C. Havens (IPMU, 2010)

Computing With Words With the Ontological Self-Organizing Map. - Timothy C. Havens; James M. Keller; Mihail Popescu (IEEE Trans. Fuzzy Syst., 2010)

Relational Generalizations of Cluster Validity Indices. - Isaac J. Sledge; James C. Bezdek; Timothy C. Havens; James M. Keller (IEEE Trans. Fuzzy Syst., 2010)

Relational Duals of Cluster-Validity Functions for the c -Means Family. - Isaac J. Sledge; Timothy C. Havens; James C. Bezdek; James M. Keller (IEEE Trans. Fuzzy Syst., 2010)

Speedup of fuzzy and possibilistic kernel c-means for large-scale clustering. - Timothy C. Havens; Radha Chitta; Anil K. Jain 001; Rong Jin 001 (FUZZ-IEEE, 2011)

Approximate kernel k-means: solution to large scale kernel clustering. - Radha Chitta; Rong Jin 001; Timothy C. Havens; Anil K. Jain 001 (KDD, 2011)

Correlation cluster validity. - Mihail Popescu; James M. Keller; James C. Bezdek; Timothy C. Havens (SMC, 2011)

Anomaly Detection in Environmental Monitoring Networks [Application Notes]. - James C. Bezdek; Sutharshan Rajasegarar; Masud Moshtaghi; Christopher Leckie; Marimuthu Palaniswami; Timothy C. Havens (IEEE Comput. Intell. Mag., 2011)

Clustering ellipses for anomaly detection. - Masud Moshtaghi; Timothy C. Havens; James C. Bezdek; Laurence Anthony F. Park; Christopher Leckie; Sutharshan Rajasegarar; James M. Keller; Marimuthu Palaniswami (Pattern Recognit., 2011)

Sugeno fuzzy integral generalizations for Sub-normal Fuzzy set-valued inputs. - Derek T. Anderson; Timothy C. Havens; Christian Wagner 002; James M. Keller; Melissa F. Anderson; Daniel J. Wescott (FUZZ-IEEE, 2012)

Cluster validity for kernel fuzzy clustering. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (FUZZ-IEEE, 2012)

Approximation of kernel k-means for streaming data. - Timothy C. Havens (ICPR, 2012)

Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. - Sutharshan Rajasegarar; James C. Bezdek; Masud Moshtaghi; Christopher Leckie; Timothy C. Havens; Marimuthu Palaniswami (IJCNN, 2012)

A new formulation of the coVAT algorithm for visual assessment of clustering tendency in rectangular data. - Timothy C. Havens; James C. Bezdek (Int. J. Intell. Syst., 2012)

Fuzzy c-Means Algorithms for Very Large Data. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Lawrence O. Hall; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2012)

An Efficient Formulation of the Improved Visual Assessment of Cluster Tendency (iVAT) Algorithm. - Timothy C. Havens; James C. Bezdek (IEEE Trans. Knowl. Data Eng., 2012)

clusiVAT: A mixed visual/numerical clustering algorithm for big data. - Dheeraj Kumar; Marimuthu Palaniswami; Sutharshan Rajasegarar; Christopher Leckie; James C. Bezdek; Timothy C. Havens (IEEE BigData, 2013)

Scalable approximation of kernel fuzzy c-means. - Zijian Zhang; Timothy C. Havens (IEEE BigData, 2013)

Fuzzy integrals of crowd-sourced intervals using a measure of generalized accord. - Timothy C. Havens; Derek T. Anderson; Christian Wagner 002; Hanieh Deilamsalehy; Dereck Wonnacott (FUZZ-IEEE, 2013)

Clustering and visualization of fuzzy communities in social networks. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Jeffrey Chan; Wei Liu 007; James Bailey 001; Kotagiri Ramamohanarao; Marimuthu Palaniswami (FUZZ-IEEE, 2013)

Extension of iVAT to asymmetric matrices. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Marimuthu Palaniswami (FUZZ-IEEE, 2013)

Multiple kernel aggregation using fuzzy integrals. - Lequn Hu; Derek T. Anderson; Timothy C. Havens (FUZZ-IEEE, 2013)

Generalization of the Fuzzy Integral for discontinuous interval- and non-convex interval fuzzy set-valued inputs. - Christian Wagner 002; Derek T. Anderson; Timothy C. Havens (FUZZ-IEEE, 2013)

Scalable single linkage hierarchical clustering for big data. - Timothy C. Havens; James C. Bezdek; Marimuthu Palaniswami (ISSNIP, 2013)

Indices for Introspection on the Choquet Integral. - Stanton R. Price; Derek T. Anderson; Christian Wagner 002; Timothy C. Havens; James M. Keller (WCSC, 2013)

A Generalized Fuzzy T-norm Formulation of Fuzzy Modularity for Community Detection in Social Networks. - Jianhai Su; Timothy C. Havens (WCSC, 2013)

A Cluster Validity Framework Based on Induced Partition Dissimilarity. - Mihail Popescu; James C. Bezdek; Timothy C. Havens; James M. Keller (IEEE Trans. Cybern., 2013)

A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks. - Timothy C. Havens; James C. Bezdek; Christopher Leckie; Kotagiri Ramamohanarao; Marimuthu Palaniswami (IEEE Trans. Fuzzy Syst., 2013)

Regularization-based learning of the Choquet integral. - Derek T. Anderson; Stanton R. Price; Timothy C. Havens (FUZZ-IEEE, 2014)

Real time fuzzy controller for quadrotor stability control. - Pranav Bhatkhande; Timothy C. Havens (FUZZ-IEEE, 2014)

Fuzzy logic controller for energy management of power split hybrid electrical vehicle transmission. - Varan Navale; Timothy C. Havens (FUZZ-IEEE, 2014)

Fuzzy community detection in social networks using a genetic algortihm. - Jianhai Su; Timothy C. Havens (FUZZ-IEEE, 2014)

Efficient and Scalable Nonlinear Multiple Kernel Aggregation Using the Choquet Integral. - Lequn Hu; Derek T. Anderson; Timothy C. Havens; James M. Keller (IPMU (1), 2014)

Scalable Kernel Clustering: Approximate Kernel k-means. - Radha Chitta; Rong Jin 001; Timothy C. Havens; Anil K. Jain 001 (CoRR, 2014)

Extension of the Fuzzy Integral for General Fuzzy Set-Valued Information. - Derek T. Anderson; Timothy C. Havens; Christian Wagner 002; James M. Keller; Melissa F. Anderson; Daniel J. Wescott (IEEE Trans. Fuzzy Syst., 2014)

High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors. - Sutharshan Rajasegarar; Timothy C. Havens; Shanika Karunasekera; Christopher Leckie; James C. Bezdek; Milan Jamriska; Ajith Gunatilaka; Alex Skvortsov; Marimuthu Palaniswami (IEEE Trans. Geosci. Remote. Sens., 2014)

Streaming analysis in wireless sensor networks. - Masud Moshtaghi; James C. Bezdek; Timothy C. Havens; Christopher Leckie; Shanika Karunasekera; Sutharshan Rajasegarar; Marimuthu Palaniswami (Wirel. Commun. Mob. Comput., 2014)

Insights and characterization of l1-norm based sparsity learning of a lexicographically encoded capacity vector for the Choquet integral. - Titilope A. Adeyeba; Derek T. Anderson; Timothy C. Havens (FUZZ-IEEE, 2015)

Feature and decision level fusion using multiple kernel learning and fuzzy integrals. - Anthony Pinar; Timothy C. Havens; Derek T. Anderson; Lequn Hu (FUZZ-IEEE, 2015)

Multi-criteria based learning of the Choquet integral using Goal programming. - Muhammad Aminul Islam; Derek T. Anderson; Timothy C. Havens (NAFIPS/WConSC, 2015)

Low-Cost Open-Source Voltage and Current Monitor for Gas Metal Arc Weld 3D Printing. - Anthony Pinar; Bas Wijnen; Gerald C. Anzalone; Timothy C. Havens; Paul G. Sanders; Joshua M. Pearce (J. Sensors, 2015)

Data-Informed Fuzzy Measures for Fuzzy Integration of Intervals and Fuzzy Numbers. - Timothy C. Havens; Derek T. Anderson; Christian Wagner 002 (IEEE Trans. Fuzzy Syst., 2015)

Quadratic Program-Based Modularity Maximization for Fuzzy Community Detection in Social Networks. - Jianhai Su; Timothy C. Havens (IEEE Trans. Fuzzy Syst., 2015)

From Interval-Valued Data to General Type-2 Fuzzy Sets. - Christian Wagner 002; Simon Miller; Jonathan M. Garibaldi; Derek T. Anderson; Timothy C. Havens (IEEE Trans. Fuzzy Syst., 2015)

Histogram particle swarm optimization (HistPSO): Evolving non-parametric acceleration distributions. - Joshua M. Manela; Timothy C. Havens (CEC, 2016)

Coverage optimization in a terrain-aware wireless sensor network. - Husam I. Sweidan; Timothy C. Havens (CEC, 2016)

Sensor fused three-dimensional localization using IMU, camera and LiDAR. - Hanieh Deilamsalehy; Timothy C. Havens (IEEE SENSORS, 2016)

Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems. - Leary Tomlin; Derek T. Anderson; Christian Wagner 002; Timothy C. Havens; James M. Keller (IPMU (1), 2016)

Explosive hazard detection with feature and decision level fusion, multiple kernel learning, and fuzzy integrals. - Anthony J. Pinar; Joseph Rice; Timothy C. Havens; Matthew Masarik; Joseph Burns; Derek T. Anderson (SSCI, 2016)

Fuzzy Choquet integration of homogeneous possibility and probability distributions. - Derek T. Anderson; Paul Elmore; Frederick E. Petry; Timothy C. Havens (Inf. Sci., 2016)

A Hybrid Approach to Clustering in Big Data. - Dheeraj Kumar; James C. Bezdek; Marimuthu Palaniswami; Sutharshan Rajasegarar; Christopher Leckie; Timothy Craig Havens (IEEE Trans. Cybern., 2016)

Computational Intelligence Methods in Forward-Looking Explosive Hazard Detection. - Timothy C. Havens; Derek T. Anderson; Kevin E. Stone; John Becker; Anthony J. Pinar (Recent Advances in Computational Intelligence in Defense and Security, 2016)

Efficient modeling and representation of agreement in interval-valued data. - Timothy C. Havens; Christian Wagner 002; Derek T. Anderson (FUZZ-IEEE, 2017)

Novel similarity measure for interval-valued data based on overlapping ratio. - Shaily Kabir; Christian Wagner 002; Timothy C. Havens; Derek T. Anderson; Uwe Aickelin (FUZZ-IEEE, 2017)

Visualization and learning of the Choquet integral with limited training data. - Anthony J. Pinar; Timothy C. Havens; Muhammad Aminul Islam; Derek T. Anderson (FUZZ-IEEE, 2017)

The arithmetic recursive average as an instance of the recursive weighted power mean. - Christian Wagner 002; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2017)

Generating random fuzzy (capacity) measures for data fusion simulations. - Timothy C. Havens; Anthony J. Pinar (SSCI, 2017)

Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage. - Jared Frank; Umaa Rebbapragada; James Bialas; Thomas Oommen; Timothy C. Havens (Remote. Sens., 2017)

Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion. - Anthony J. Pinar; Joseph Rice; Lequn Hu; Derek T. Anderson; Timothy C. Havens (IEEE Trans. Fuzzy Syst., 2017)

Information-Theoretic Optimization of Full-Duplex Communication between Digital Phased Arrays. - Ian T. Cummings; Timothy J. Schulz; Jonathan P. Doane; Seyed A. (Reza) Zekavat; Timothy C. Havens (Allerton, 2018)

SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence. - Timothy C. Havens; Anthony J. Pinar; Derek T. Anderson; Christian Wagner 002 (FUZZ-IEEE, 2018)

A Bidirectional Subsethood Based Similarity Measure for Fuzzy Sets. - Shaily Kabir; Christian Wagner 002; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2018)

Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral. - Bryce Murray; Muhammad Aminul Islam; Anthony J. Pinar; Timothy C. Havens; Derek T. Anderson; Grant J. Scott (FUZZ-IEEE, 2018)

Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms. - Utkarsh Agrawal; Anthony J. Pinar; Christian Wagner 002; Timothy C. Havens; Daniele Soria; Jonathan M. Garibaldi (IPMU (1), 2018)

Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. - Muhammad Aminul Islam; Derek T. Anderson; Xiaoxiao Du 001; Timothy C. Havens; Christian Wagner 002 (IPMU (1), 2018)

Sensor relocation for improved target tracking. - Husam I. Sweidan; Timothy C. Havens (IET Wirel. Sens. Syst., 2018)

Target Localization and Tracking by Fusing Doppler Differentials from Cellular Emanations with a Multi-Spectral Video Tracker. - Casey D. Demars; Michael C. Roggemann; Adam J. Webb; Timothy C. Havens (Sensors, 2018)

Fast Image Reconstruction in Forward-Looking GPR Using Dual ℓ1 Regularization. - Adam J. Webb; Timothy C. Havens; Timothy J. Schulz (IEEE Trans. Computational Imaging, 2018)

Data-Driven Compression and Efficient Learning of the Choquet Integral. - Muhammad Aminul Islam; Derek T. Anderson; Anthony J. Pinar; Timothy C. Havens (IEEE Trans. Fuzzy Syst., 2018)

Machine Learning of Choquet Integral Regression with Respect to a Bounded Capacity (or Non-monotonic Fuzzy Measure). - Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2019)

Measuring Similarity Between Discontinuous Intervals - Challenges and Solutions. - Shaily Kabir; Christian Wagner 002; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2019)

Transfer Learning for the Choquet Integral. - Bryce Murray; Muhammad Aminul Islam; Anthony Pinar; Derek T. Anderson; Grant J. Scott; Timothy C. Havens; Fred Petry; Paul Elmore (FUZZ-IEEE, 2019)

Linear Order Statistic Neuron. - Charlie T. Veal; Alex Yang; J. Alex Hurt; Muhammad Aminul Islam; Derek T. Anderson; Grant J. Scott; James M. Keller; Timothy C. Havens; Bo Tang 011 (FUZZ-IEEE, 2019)

Optimal segmentation of high spatial resolution images for the classification of buildings using random forests. - James Bialas; Thomas Oommen; Timothy C. Havens (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Extended Linear Order Statistic (ELOS) Aggregation and Regression. - Siva K. Kakula; Anthony J. Pinar; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2020)

Choquet Integral Ridge Regression. - Siva K. Kakula; Anthony J. Pinar; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2020)

On a Paradox of Extended Linguistic Summaries. - Anna Wilbik; Timothy C. Havens; Timothy Wilkin 001 (FUZZ-IEEE, 2020)

Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms. - Bryce J. Murray; Derek T. Anderson; Timothy C. Havens; Timothy Wilkin 001; Anna Wilbik (IPMU (3), 2020)

Online Learning of the Fuzzy Choquet Integral. - Siva K. Kakula; Anthony J. Pinar; Timothy C. Havens; Derek T. Anderson (SMC, 2020)

Visualization and Analysis Tools for Explainable Choquet Integral Regression. - Siva K. Kakula; Anthony J. Pinar; Timothy C. Havens; Derek T. Anderson (SSCI, 2020)

Conference Report on 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019) [Conference Reports]. - Timothy C. Havens; James M. Keller (IEEE Comput. Intell. Mag., 2020)

Fuzzy Integral = Contextual Linear Order Statistic. - Derek Anderson; Matthew Deardorff; Timothy C. Havens; Siva K. Kakula; Timothy Wilkin 001; Muhammad Aminul Islam; Anthony Pinar; Andrew R. Buck (CoRR, 2020)

Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks. - Muhammad Aminul Islam; Derek T. Anderson; Anthony J. Pinar; Timothy C. Havens; Grant J. Scott; James M. Keller (IEEE Trans. Fuzzy Syst., 2020)

A Similarity Measure Based on Bidirectional Subsethood for Intervals. - Shaily Kabir; Christian Wagner 002; Timothy Craig Havens; Derek T. Anderson (IEEE Trans. Fuzzy Syst., 2020)

Aperture-Level Simultaneous Transmit and Receive With Digital Phased Arrays. - Ian T. Cummings; Jonathan P. Doane; Timothy J. Schulz; Timothy C. Havens (IEEE Trans. Signal Process., 2020)

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 001 (FUZZ-IEEE, 2021)

Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion. - Siva Krishna Kakula; Anthony J. Pinar; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2021)

Actionable XAI for the Fuzzy Integral. - Bryce Murray; Derek T. Anderson; Timothy C. Havens (FUZZ-IEEE, 2021)

Light Field Compression by Residual CNN-Assisted JPEG. - Eisa Hedayati; Timothy C. Havens; Jeremy P. Bos (IJCNN, 2021)

Uncertain Inference Using Ordinal Classification in Deep Networks for Acoustic Localization. - Steven Whitaker; Zach Dekraker; Andrew Barnard; Timothy C. Havens; George D. Anderson (IJCNN, 2021)

Environment Sound Classification (ESC) with Choquet Integral Fusion. - Yilin Wang; Timothy C. Havens; Andrew Barnard (SSCI, 2021)

Machine learning method for light field refocusing. - Eisa Hedayati; Timothy C. Havens; Jeremy P. Bos (CoRR, 2021)

Linear Time Community Detection by a Novel Modularity Gain Acceleration in Label Propagation. - Sakineh Yazdanparast; Mohsen Jamalabdollahi; Timothy C. Havens (IEEE Trans. Big Data, 2021)

Explainable AI for the Choquet Integral. - Bryce J. Murray; Muhammad Aminul Islam; Anthony J. Pinar; Derek T. Anderson; Grant J. Scott; Timothy C. Havens; James M. Keller (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

A Generalized Fuzzy Extension Principle and Its Application to Information Fusion. - Muhammad Aminul Islam; Derek T. Anderson; Timothy C. Havens; John E. Ball (IEEE Trans. Fuzzy Syst., 2021)

Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data. - Siva Krishna Kakula; Anthony J. Pinar; Muhammad Aminul Islam; Derek T. Anderson; Timothy C. Havens (IEEE Trans. Fuzzy Syst., 2021)

Soft Overlapping Community Detection in Large-Scale Networks via Fast Fuzzy Modularity Maximization. - Sakineh Yazdanparast; Timothy C. Havens; Mohsen Jamalabdollahi (IEEE Trans. Fuzzy Syst., 2021)

Deep Convolutional Autoencoder for Assessment of Drive-Cycle Anomalies in Connected Vehicle Sensor Data. - Anthony Geglio; Eisa Hedayati; Mark Tascillo; Dyche Anderson; Jonathan Barker; Timothy C. Havens (SSCI, 2022)

Enhancing Visualization and Explainability of Computer Vision Models with Local Interpretable Model-Agnostic Explanations (LIME). - Nicholas Hamilton; Adam Webb; Matt Wilder; Ben Hendrickson; Matt Blanck; Erin Nelson; Wiley Roemer; Timothy C. Havens (SSCI, 2022)

Online learning with binary feedback for multi-class problems. - Evan Lucas; Steven Whitaker; Timothy C. Havens (SSCI, 2022)

Deep Convolutional Autoencoder for Assessment of Anomalies in Multi-stream Sensor Data. - Anthony Geglio; Eisa Hedayati; Mark Tascillo; Dyche Anderson; Jonathan Barker; Timothy C. Havens (CoRR, 2022)

Through-Ice Acoustic Source Tracking Using Vision Transformers with Ordinal Classification. - Steven Whitaker; Andrew Barnard; George D. Anderson; Timothy C. Havens (Sensors, 2022)

A Reference-free Segmentation Quality Index (SegReFree). - Evan Lucas; Dylan Kangas; Timothy C. Havens (EMNLP (Findings), 2023)

Cluster Validity for Fuzzy Text Segmentation. - Evan Lucas; Timothy C. Havens (FUZZ, 2023)

Reconstructing 42 Years (1979-2020) of Great Lakes Surface Temperature through a Deep Learning Approach. - Miraj B. Kayastha; Tao Liu 020; Daniel Titze; Timothy C. Havens; Chenfu Huang; Pengfei Xue (Remote. Sens., 2023)

Extra Global Attention Designation Using Keyword Detection in Sparse Transformer Architectures. - Evan Lucas; Dylan Kangas; Timothy C. Havens (CoRR, 2024)

Evaluating the Impact of Underwater Image Enhancement on Object Detection Performance: A Comprehensive Study. - Ali Awad; Ashraf Saleem; Sidike Paheding; Evan Lucas; Serein Al Ratrout; Timothy C. Havens (CoRR, 2024)

Underwater Image Enhancement and Object Detection: Are Poor Object Detection Results On Enhanced Images Due to Missing Human Labels? - Evan Lucas; Ali Awad; Anthony Geglio; Ashraf Saleem; Shadi Moradi; Timothy C. Havens; Angus Galloway; Sidike Paheding (WACV (Workshops), 2025)

Machine learning for shipwreck segmentation from side scan sonar imagery: Dataset and benchmark. - Advaith Venkatramanan Sethuraman; Anja Sheppard; Onur Bagoren; Christopher Pinnow; Jamey Anderson; Timothy C. Havens; Katherine A. Skinner (Int. J. Robotics Res., 2025)