Derek T. Anderson

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 85

Top Venues

FUZZ-IEEE

CoRR

IEEE Trans. Fuzzy Syst.

IGARSS

Publications

Brendan Young, Derek T. Anderson, James M. Keller, Fred Petry, Chris J. Michael, Blake Ruprecht
Human-Oriented Fuzzy Set Based Explanations of Spatial Concepts. FUZZ (2023)
Jeffrey Schulz, Derek T. Anderson, James M. Keller, Grant J. Scott, Robert H. Luke III
Human-in-the-Loop (HITL) Augmented Growing Neural Gas for Labeling Aerial Image Datasets. FUZZ (2023)
Andrew R. Buck, Derek T. Anderson, Raub Camaioni, Jack Akers, Robert H. Luke III, James M. Keller
Capturing Uncertainty in Monocular Depth Estimation: Towards Fuzzy Voxel Maps. FUZZ (2023)
Brendan Alvey, Derek T. Anderson
Geometrically Motivated Fuzzy Measures and Choquet Integral for Multi-Look Fusion. FUZZ (2023)
Jeremy Davis, James B. Haynie, Derek T. Anderson, Cindy L. Bethel, J. Edward Swan, John E. Ball, Amy Bednar
Spatial Relationship-Driven Computer Vision Image Data Set Annotation. IJCNN (2022)
Andrew R. Buck, Derek T. Anderson, James M. Keller, Robert H. Luke III, Grant J. Scott
A Comparison of Relative Position Descriptors for 3D Objects. FUZZ-IEEE (2022)
Charlie T. Veal, Marshall Lindsay, Scott D. Kovaleski, Derek T. Anderson, Stanton R. Price
A Comparison of Evolutionary and Neural Attention Modeling Relative to Adversarial Learning. CEC (2021)
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)
Andrew R. Buck, Derek T. Anderson, James M. Keller, Robert H. Luke III, Grant J. Scott
A Fuzzy Spatial Relationship Graph for Point Clouds Using Bounding Boxes. FUZZ-IEEE (2021)
Brendan Alvey, Derek T. Anderson, Andrew R. Buck, Matthew Deardorff, Grant J. Scott, James M. Keller
Simulated Photorealistic Deep Learning Framework and Workflows to Accelerate Computer Vision and Unmanned Aerial Vehicle Research. ICCVW (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)
Muhammad Aminul Islam, Charlie T. Veal, Yashaswini Gouru, Derek T. Anderson
Attribution Modeling for Deep Morphological Neural Networks using Saliency Maps. IJCNN (2021)
Muhammad Aminul Islam, Bryce Murray, Andrew R. Buck, Derek T. Anderson, Grant J. Scott, Mihail Popescu, James Keller
Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Brendan Alvey, Derek T. Anderson, Clare Yang, Andrew R. Buck, James M. Keller, Ken E. Yasuda, Hollie A. Ryan
Characterization of Deep Learning-Based Aerial Explosive Hazard Detection using Simulated Data. SSCI (2021)
Charlie T. Veal, Marshall Lindsay, Scott D. Kovaleski, Derek T. Anderson, Stanton R. Price
Neural Metric Learning using Contrastive Anchors to Enforce Feature Separability. SSCI (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)
Shaily Kabir, Christian Wagner, Timothy Craig Havens, Derek T. Anderson
A Similarity Measure Based on Bidirectional Subsethood for Intervals. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
Extended Linear Order Statistic (ELOS) Aggregation and Regression. FUZZ-IEEE (2020)
Siva K. Kakula, Anthony J. Pinar, Timothy C. Havens, Derek T. Anderson
Online Learning of the Fuzzy Choquet Integral. SMC (2020)
Alan B. Cannaday II, Curt H. Davis, Grant J. Scott, Blake Ruprecht, Derek T. Anderson
Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks. CoRR (2020)
Stanton R. Price, Steven R. Price, Derek T. Anderson
Introducing Fuzzy Layers for Deep Learning. CoRR (2020)
Alan B. Cannaday II, Curt H. Davis, Grant J. Scott, Blake Ruprecht, Derek T. Anderson
Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections From Deep Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Andrew R. Buck, Derek T. Anderson, James M. Keller, Timothy Wilkin, Muhammad Aminul Islam
A Weighted Matrix Visualization for Fuzzy Measures and Integrals. FUZZ-IEEE (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)
Grant J. Scott, J. Alex Hurt, Alex Yang, Muhammad Aminul Islam, Derek T. Anderson, Curt H. Davis
Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery. IJCNN (2020)
Charlie T. Veal, Marshall Lindsay, Scott D. Kovaleski, Derek T. Anderson, Stanton R. Price
Evolutionary Algorithm Driven Explainable Adversarial Artificial Intelligence. SSCI (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)
Alex Yang, Charlie T. Veal, Derek T. Anderson, Grant J. Scott
Recognizing Image Objects by Relational Analysis Using Heterogeneous Superpixels and Deep Convolutional Features. CoRR (2019)
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)
Xiaoxiao Du, Alina Zare, Derek T. Anderson
Multiple Instance Choquet Integral with Binary Fuzzy Measures for Remote Sensing Classifier Fusion with Imprecise Labels. SSCI (2019)
Muhammad Aminul Islam, Bryce Murray, Andrew R. Buck, Derek T. Anderson, Grant J. Scott, Mihail Popescu, James Keller
Deep Morphological Hit-or-Miss Transform Neural Network. CoRR (2019)
Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson
Measuring Similarity Between Discontinuous Intervals - Challenges and Solutions. FUZZ-IEEE (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)
Stanton R. Price, Derek T. Anderson, Steven R. Price
GOOFeD: Extracting Advanced Features for Image Classification via Improved Genetic Programming. CEC (2019)
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
Fusion of heterogeneous bands and kernels in hyperspectral image processing. CoRR (2019)
Stanton R. Price, Steven R. Price, Derek T. Anderson
Introducing Fuzzy Layers for Deep Learning. FUZZ-IEEE (2019)
Muhammad Aminul Islam, Derek T. Anderson, Fred Petry, Paul Elmore
An efficient evolutionary algorithm to optimize the Choquet integral. Int. J. Intell. Syst. 34 (3) (2019)
Pan Wei, John E. Ball, Derek T. Anderson
Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection. Sensors 18 (3) (2018)
Grant J. Scott, James Alex Hurt, Richard A. Marcum, Derek T. Anderson, Curt H. Davis
Aggregating Deep Convolutional Neural Network Scans of Broad-Area High-Resolution Remote Sensing Imagery. IGARSS (2018)
Grant J. Scott, Kyle C. Hagan, Richard A. Marcum, James Alex Hurt, Derek T. Anderson, Curt H. Davis
Enhanced Fusion of Deep Neural Networks for Classification of Benchmark High-Resolution Image Data Sets. IEEE Geosci. Remote. Sens. Lett. 15 (9) (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)
Pan Wei, John E. Ball, Derek T. Anderson, Archit Harsh, Christopher Archibald
Measuring Conflict in a Multi-Source Environment as a Normal Measure. CoRR (2018)
Pan Wei, John E. Ball, Derek T. Anderson
Multi-Sensor Conflict Measurement and Information Fusion. CoRR (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)
James Alex Hurt, Grant J. Scott, Derek T. Anderson, Curt H. Davis
Benchmark Meta-Dataset of High-Resolution Remote Sensing Imagery for Training Robust Deep Learning Models in Machine-Assisted Visual Analytics. AIPR (2018)
Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson
A Bidirectional Subsethood Based Similarity Measure for Fuzzy Sets. FUZZ-IEEE (2018)
John E. Ball, Derek T. Anderson, Pan Wei
State-of-the-Art and Gaps for Deep Learning on Limited Training Data in Remote Sensing. IGARSS (2018)
John E. Ball, Derek T. Anderson, Pan Wei
State-of-the-art and gaps for deep learning on limited training data in remote sensing. CoRR (2018)
Phillip J. Durst, Christopher T. Goodin, Cindy L. Bethel, Derek T. Anderson, Daniel W. Carruth, Hyeona Lim
A Perception-Based Fuzzy Route Planing Algorithm for Autonomous Unmanned Ground Vehicles. Unmanned Syst. 6 (4) (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)
Pan Wei, John E. Ball, Derek T. Anderson
Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection. CoRR (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)
Phillip J. Durst, Christopher T. Goodin, Derek T. Anderson, Cindy L. Bethel
A reference autonomous mobility model. WSC (2017)
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)
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)
John E. Ball, Derek T. Anderson, Chee Seng Chan
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community. CoRR (2017)
Ryan E. Smith, Derek T. Anderson, Alina Zare, John E. Ball, Brandon Smock, Josh R. Fairley, Stacy E. Howington
Genetic programming based Choquet integral for multi-source fusion. FUZZ-IEEE (2017)
Stanton R. Price, Derek T. Anderson
Genetic prOgramming for image feature descriptor learning. CEC (2017)
Muhammad Aminul Islam, Derek T. Anderson, Fred Petry, Denson Smith, Paul Elmore
The fuzzy integral for missing data. FUZZ-IEEE (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)
Phillip J. Durst, Derek T. Anderson, Cindy L. Bethel
A historical review of the development of verification and validation theories for simulation models. Int. J. Model. Simul. Sci. Comput. 8 (2) (2017)
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
CLODD based band group selection. IGARSS (2016)
Mohammad Al Boni, Derek T. Anderson, Roger L. King
Hybrid Measure of Agreement and Expertise for Ontology Matching in Lieu of a Reference Ontology. Int. J. Intell. Syst. 31 (5) (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)
Xiaoxiao Du, Alina Zare, James M. Keller, Derek T. Anderson
Multiple Instance Choquet integral for classifier fusion. 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)
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
Fusion of diverse features and kernels using LP-norm based multiple kernel learning in hyperspectral image processing. WHISPERS (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)
Pan Wei, John E. Ball, Derek T. Anderson, Archit Harsh, Christopher Archibald
Measuring conflict in a multi-source environment as a normal measure. CAMSAP (2015)
Stanton R. Price, Derek T. Anderson, Matthew R. England, Grant J. Scott
Soft segmentation weighted IECO descriptors for object recognition in satellite imagery. IGARSS (2015)
Muhammad Aminul Islam, Derek T. Anderson, Timothy C. Havens
Multi-criteria based learning of the Choquet integral using Goal programming. NAFIPS/WConSC (2015)
Matthew A. Lee, Derek T. Anderson, John E. Ball, Nicolas H. Younan
Multispectral sensor design using performance measure-based hyperspectral band grouping. IGARSS (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)
Derek T. Anderson, Stanton R. Price, Timothy C. Havens
Regularization-based learning of the Choquet integral. FUZZ-IEEE (2014)
Grant J. Scott, Kirk Backus, Derek T. Anderson
A multilevel parallel and scalable single-host GPU cluster framework for large-scale geospatial data processing. IGARSS (2014)
Grant J. Scott, Matthew R. England, Kevin Melkowski, Zachary Fields, Derek T. Anderson
GPU-Based PostgreSQL Extensions for Scalable High-Throughput Pattern Matching. ICPR (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)
Alina Zare, Derek T. Anderson
Earth Movers Distance-Based Simultaneous Comparison of Hyperspectral Endmembers and Proportions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Stanton R. Price, Derek T. Anderson, Robert H. Luke III
An improved evolution-constructed (iECO) features framework: Distribution statement A: Approved for public release; distribution is unlimited. CIMSIVP (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)
Derek T. Anderson, Alina Zare, Stanton R. Price
Comparing Fuzzy, Probabilistic, and Possibilistic Partitions Using the Earth Mover's Distance. IEEE Trans. Fuzzy Syst. 21 (4) (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, Derek T. Anderson, Christian Wagner, Hanieh Deilamsalehy, Dereck Wonnacott
Fuzzy integrals of crowd-sourced intervals using a measure of generalized accord. FUZZ-IEEE (2013)
Mohammad Al Boni, Derek T. Anderson, Roger L. King
Constraints Preserving Genetic Algorithm for Learning Fuzzy Measures with an Application to Ontology Matching. WCSC (2013)
Lequn Hu, Derek T. Anderson, Timothy C. Havens
Multiple kernel aggregation using fuzzy integrals. FUZZ-IEEE (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)
Derek T. Anderson, María Ros, James M. Keller, Manuel P. Cuéllar, Mihail Popescu, Miguel Delgado, M. Amparo Vila
Similarity measure for anomaly detection and comparing human behaviors. Int. J. Intell. Syst. 27 (8) (2012)
Derek T. Anderson, Alina Zare
Spectral Unmixing Cluster Validity Index for Multiple Sets of Endmembers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (4) (2012)

Derek T. Anderson.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Derek T. Anderson