Timothy C. Havens

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 61

Top Venues

FUZZ-IEEE

IEEE Trans. Fuzzy Syst.

CoRR

SSCI

Publications

Advaith Venkatramanan Sethuraman, Anja Sheppard, Onur Bagoren, Christopher Pinnow, Jamey Anderson, Timothy C. Havens, Katherine A. Skinner
Machine Learning for Shipwreck Segmentation from Side Scan Sonar Imagery: Dataset and Benchmark. CoRR (2024)
Miraj B. Kayastha, Tao Liu, Daniel Titze, Timothy C. Havens, Chenfu Huang, Pengfei Xue
Reconstructing 42 Years (1979-2020) of Great Lakes Surface Temperature through a Deep Learning Approach. Remote. Sens. 15 (17) (2023)
Evan Lucas, Dylan Kangas, Timothy C. Havens
A Reference-free Segmentation Quality Index (SegReFree). EMNLP (Findings) (2023)
Evan Lucas, Timothy C. Havens
Cluster Validity for Fuzzy Text Segmentation. FUZZ (2023)
Anthony Geglio, Eisa Hedayati, Mark Tascillo, Dyche Anderson, Jonathan Barker, Timothy C. Havens
Deep Convolutional Autoencoder for Assessment of Anomalies in Multi-stream Sensor Data. CoRR (2022)
Evan Lucas, Steven Whitaker, Timothy C. Havens
Online learning with binary feedback for multi-class problems. SSCI (2022)
Nicholas Hamilton, Adam Webb, Matt Wilder, Ben Hendrickson, Matt Blanck, Erin Nelson, Wiley Roemer, Timothy C. Havens
Enhancing Visualization and Explainability of Computer Vision Models with Local Interpretable Model-Agnostic Explanations (LIME). SSCI (2022)
Anthony Geglio, Eisa Hedayati, Mark Tascillo, Dyche Anderson, Jonathan Barker, Timothy C. Havens
Deep Convolutional Autoencoder for Assessment of Drive-Cycle Anomalies in Connected Vehicle Sensor Data. SSCI (2022)
Steven Whitaker, Andrew Barnard, George D. Anderson, Timothy C. Havens
Through-Ice Acoustic Source Tracking Using Vision Transformers with Ordinal Classification. Sensors 22 (13) (2022)
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)
Steven Whitaker, Zach Dekraker, Andrew Barnard, Timothy C. Havens, George D. Anderson
Uncertain Inference Using Ordinal Classification in Deep Networks for Acoustic Localization. IJCNN (2021)
Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens, John E. Ball
A Generalized Fuzzy Extension Principle and Its Application to Information Fusion. IEEE Trans. Fuzzy Syst. 29 (9) (2021)
Yilin Wang, Timothy C. Havens, Andrew Barnard
Environment Sound Classification (ESC) with Choquet Integral Fusion. SSCI (2021)
Eisa Hedayati, Timothy C. Havens, Jeremy P. Bos
Machine learning method for light field refocusing. CoRR (2021)
Sakineh Yazdanparast, Mohsen Jamalabdollahi, Timothy C. Havens
Linear Time Community Detection by a Novel Modularity Gain Acceleration in Label Propagation. IEEE Trans. Big Data 7 (6) (2021)
Eisa Hedayati, Timothy C. Havens, Jeremy P. Bos
Light Field Compression by Residual CNN-Assisted JPEG. IJCNN (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 Murray, Derek T. Anderson, Timothy C. Havens
Actionable XAI for the Fuzzy Integral. 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)
Matthew Deardorff, Derek T. Anderson, Timothy C. Havens, Bryce Murray, Siva K. Kakula, Timothy Wilkin
Earth Mover's Distance as a Similarity Measure for Linear Order Statistics and Fuzzy Integrals. FUZZ-IEEE (2021)
Sakineh Yazdanparast, Timothy C. Havens, Mohsen Jamalabdollahi
Soft Overlapping Community Detection in Large-Scale Networks via Fast Fuzzy Modularity Maximization. IEEE Trans. Fuzzy Syst. 29 (6) (2021)
Ian T. Cummings, Jonathan P. Doane, Timothy J. Schulz, Timothy C. Havens
Aperture-Level Simultaneous Transmit and Receive With Digital Phased Arrays. IEEE Trans. Signal Process. 68 (2020)
Timothy C. Havens, James M. Keller
Conference Report on 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019) [Conference Reports]. IEEE Comput. Intell. Mag. 15 (1) (2020)
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
Extended Linear Order Statistic (ELOS) Aggregation and Regression. FUZZ-IEEE (2020)
Derek Anderson, Matthew Deardorff, Timothy C. Havens, Siva K. Kakula, Timothy Wilkin, Muhammad Aminul Islam, Anthony Pinar, Andrew R. Buck
Fuzzy Integral = Contextual Linear Order Statistic. CoRR (2020)
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
Online Learning of the Fuzzy Choquet Integral. SMC (2020)
Eisa Hedayati, Timothy C. Havens, Jeremy P. Bos
Light Field Compression by Residual CNN Assisted JPEG. CoRR (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)
Anna Wilbik, Timothy C. Havens, Timothy Wilkin
On a Paradox of Extended Linguistic Summaries. FUZZ-IEEE (2020)
Bryce J. Murray, Derek T. Anderson, Timothy C. Havens, Timothy Wilkin, Anna Wilbik
Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms. IPMU (3) (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, Derek T. Anderson
Machine Learning of Choquet Integral Regression with Respect to a Bounded Capacity (or Non-monotonic Fuzzy Measure). FUZZ-IEEE (2019)
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
Linear Order Statistic Neuron. FUZZ-IEEE (2019)
Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson
Measuring Similarity Between Discontinuous Intervals - Challenges and Solutions. FUZZ-IEEE (2019)
James Bialas, Thomas Oommen, Timothy C. Havens
Optimal segmentation of high spatial resolution images for the classification of buildings using random forests. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
Bryce Murray, Muhammad Aminul Islam, Anthony Pinar, Derek T. Anderson, Grant J. Scott, Timothy C. Havens, Fred Petry, Paul Elmore
Transfer Learning for the Choquet Integral. FUZZ-IEEE (2019)
Ian T. Cummings, Timothy J. Schulz, Jonathan P. Doane, Seyed A. (Reza) Zekavat, Timothy C. Havens
Information-Theoretic Optimization of Full-Duplex Communication between Digital Phased Arrays. Allerton (2018)
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)
Adam J. Webb, Timothy C. Havens, Timothy J. Schulz
Regularization. IEEE Trans. Computational Imaging 4 (3) (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)
Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner
Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. IPMU (1) (2018)
Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson
A Bidirectional Subsethood Based Similarity Measure for Fuzzy Sets. FUZZ-IEEE (2018)
Casey D. Demars, Michael C. Roggemann, Adam J. Webb, Timothy C. Havens
Target Localization and Tracking by Fusing Doppler Differentials from Cellular Emanations with a Multi-Spectral Video Tracker. Sensors 18 (11) (2018)
Husam I. Sweidan, Timothy C. Havens
Sensor relocation for improved target tracking. IET Wirel. Sens. Syst. 8 (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)
Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson, Uwe Aickelin
Novel similarity measure for interval-valued data based on overlapping ratio. FUZZ-IEEE (2017)
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)
Timothy C. Havens, Christian Wagner, Derek T. Anderson
Efficient modeling and representation of agreement in interval-valued data. FUZZ-IEEE (2017)
Jared Frank, Umaa Rebbapragada, James Bialas, Thomas Oommen, Timothy C. Havens
Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage. Remote. Sens. 9 (8) (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)
Christian Wagner, Timothy C. Havens, Derek T. Anderson
The arithmetic recursive average as an instance of the recursive weighted power mean. FUZZ-IEEE (2017)
Husam I. Sweidan, Timothy C. Havens
Coverage optimization in a terrain-aware wireless sensor network. CEC (2016)
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)
Leary Tomlin, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller
Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems. IPMU (1) (2016)
Joshua M. Manela, Timothy C. Havens
Histogram particle swarm optimization (HistPSO): Evolving non-parametric acceleration distributions. CEC (2016)
Derek T. Anderson, Paul Elmore, Frederick E. Petry, Timothy C. Havens
Fuzzy Choquet integration of homogeneous possibility and probability distributions. Inf. Sci. 363 (2016)
Hanieh Deilamsalehy, Timothy C. Havens
Sensor fused three-dimensional localization using IMU, camera and LiDAR. IEEE SENSORS (2016)
Timothy C. Havens, Derek T. Anderson, Christian Wagner
Data-Informed Fuzzy Measures for Fuzzy Integration of Intervals and Fuzzy Numbers. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Christian Wagner, Simon Miller, Jonathan M. Garibaldi, Derek T. Anderson, Timothy C. Havens
From Interval-Valued Data to General Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 23 (2) (2015)
Titilope A. Adeyeba, Derek T. Anderson, Timothy C. Havens
Insights and characterization of l1-norm based sparsity learning of a lexicographically encoded capacity vector for the Choquet integral. FUZZ-IEEE (2015)
Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens
Multi-criteria based learning of the Choquet integral using Goal programming. NAFIPS/WConSC (2015)
Anthony Pinar, Bas Wijnen, Gerald C. Anzalone, Timothy C. Havens, Paul G. Sanders, Joshua M. Pearce
Low-Cost Open-Source Voltage and Current Monitor for Gas Metal Arc Weld 3D Printing. J. Sensors 2015 (2015)
Jianhai Su, Timothy C. Havens
Quadratic Program-Based Modularity Maximization for Fuzzy Community Detection in Social Networks. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Anthony Pinar, Timothy C. Havens, Derek T. Anderson, Lequn Hu
Feature and decision level fusion using multiple kernel learning and fuzzy integrals. FUZZ-IEEE (2015)
Sutharshan Rajasegarar, Timothy C. Havens, Shanika Karunasekera, Christopher Leckie, James C. Bezdek, Milan Jamriska, Ajith Gunatilaka, Alex Skvortsov, Marimuthu Palaniswami
High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Jianhai Su, Timothy C. Havens
Fuzzy community detection in social networks using a genetic algortihm. FUZZ-IEEE (2014)
Derek T. Anderson, Stanton R. Price, Timothy C. Havens
Regularization-based learning of the Choquet integral. FUZZ-IEEE (2014)
Pranav Bhatkhande, Timothy C. Havens
Real time fuzzy controller for quadrotor stability control. FUZZ-IEEE (2014)
Masud Moshtaghi, James C. Bezdek, Timothy C. Havens, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar, Marimuthu Palaniswami
Streaming analysis in wireless sensor networks. Wirel. Commun. Mob. Comput. 14 (9) (2014)
Lequn Hu, Derek T. Anderson, Timothy C. Havens, James M. Keller
Efficient and Scalable Nonlinear Multiple Kernel Aggregation Using the Choquet Integral. IPMU (1) (2014)
Radha Chitta, Rong Jin, Timothy C. Havens, Anil K. Jain
Scalable Kernel Clustering: Approximate Kernel k-means. CoRR (2014)
Varan Navale, Timothy C. Havens
Fuzzy logic controller for energy management of power split hybrid electrical vehicle transmission. FUZZ-IEEE (2014)
Derek T. Anderson, Timothy C. Havens, Christian Wagner, James M. Keller, Melissa F. Anderson, Daniel J. Wescott
Extension of the Fuzzy Integral for General Fuzzy Set-Valued Information. IEEE Trans. Fuzzy Syst. 22 (6) (2014)
Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami
Scalable single linkage hierarchical clustering for big data. ISSNIP (2013)
Stanton R. Price, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller
Indices for Introspection on the Choquet Integral. WCSC (2013)
Timothy C. Havens, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami
A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks. IEEE Trans. Fuzzy Syst. 21 (6) (2013)
Timothy C. Havens, Derek T. Anderson, Christian Wagner, Hanieh Deilamsalehy, Dereck Wonnacott
Fuzzy integrals of crowd-sourced intervals using a measure of generalized accord. FUZZ-IEEE (2013)
Zijian Zhang, Timothy C. Havens
Scalable approximation of kernel fuzzy c-means. IEEE BigData (2013)
Dheeraj Kumar, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Timothy C. Havens
clusiVAT: A mixed visual/numerical clustering algorithm for big data. IEEE BigData (2013)
Timothy C. Havens, James C. Bezdek, Christopher Leckie, Jeffrey Chan, Wei Liu, James Bailey, Kotagiri Ramamohanarao, Marimuthu Palaniswami
Clustering and visualization of fuzzy communities in social networks. FUZZ-IEEE (2013)
Lequn Hu, Derek T. Anderson, Timothy C. Havens
Multiple kernel aggregation using fuzzy integrals. FUZZ-IEEE (2013)
Mihail Popescu, James C. Bezdek, Timothy C. Havens, James M. Keller
A Cluster Validity Framework Based on Induced Partition Dissimilarity. IEEE Trans. Cybern. 43 (1) (2013)
Timothy C. Havens, James C. Bezdek, Christopher Leckie, Marimuthu Palaniswami
Extension of iVAT to asymmetric matrices. FUZZ-IEEE (2013)
Jianhai Su, Timothy C. Havens
A Generalized Fuzzy T-norm Formulation of Fuzzy Modularity for Community Detection in Social Networks. WCSC (2013)
Christian Wagner, Derek T. Anderson, Timothy C. Havens
Generalization of the Fuzzy Integral for discontinuous interval- and non-convex interval fuzzy set-valued inputs. FUZZ-IEEE (2013)
Timothy C. Havens, James C. Bezdek
A new formulation of the coVAT algorithm for visual assessment of clustering tendency in rectangular data. Int. J. Intell. Syst. 27 (6) (2012)
Timothy C. Havens
Approximation of kernel k-means for streaming data. ICPR (2012)
Derek T. Anderson, Timothy C. Havens, Christian Wagner, James M. Keller, Melissa F. Anderson, Daniel J. Wescott
Sugeno fuzzy integral generalizations for Sub-normal Fuzzy set-valued inputs. FUZZ-IEEE (2012)
Timothy C. Havens, James C. Bezdek, Christopher Leckie, Lawrence O. Hall, Marimuthu Palaniswami
Fuzzy c-Means Algorithms for Very Large Data. IEEE Trans. Fuzzy Syst. 20 (6) (2012)
Timothy C. Havens, James C. Bezdek
An Efficient Formulation of the Improved Visual Assessment of Cluster Tendency (iVAT) Algorithm. IEEE Trans. Knowl. Data Eng. 24 (5) (2012)
Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami
Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. IJCNN (2012)
Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami
Cluster validity for kernel fuzzy clustering. FUZZ-IEEE (2012)
Timothy C. Havens, Radha Chitta, Anil K. Jain, Rong Jin
Speedup of fuzzy and possibilistic kernel c-means for large-scale clustering. FUZZ-IEEE (2011)
Masud Moshtaghi, Timothy C. Havens, James C. Bezdek, Laurence Anthony F. Park, Christopher Leckie, Sutharshan Rajasegarar, James M. Keller, Marimuthu Palaniswami
Clustering ellipses for anomaly detection. Pattern Recognit. 44 (1) (2011)
Mihail Popescu, James M. Keller, James C. Bezdek, Timothy C. Havens
Correlation cluster validity. SMC (2011)
Radha Chitta, Rong Jin, Timothy C. Havens, Anil K. Jain
Approximate kernel k-means: solution to large scale kernel clustering. KDD (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Timothy C. Havens