Derek Anderson

Orcid: 0000-0003-4909-029X

According to our database1, Derek Anderson authored at least 139 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Linguistic Explanations of Black Box Deep Learning Detectors on Simulated Aerial Drone Imagery.
Sensors, August, 2023

Human-Oriented Fuzzy Set Based Explanations of Spatial Concepts.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Human-in-the-Loop (HITL) Augmented Growing Neural Gas for Labeling Aerial Image Datasets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Capturing Uncertainty in Monocular Depth Estimation: Towards Fuzzy Voxel Maps.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Geometrically Motivated Fuzzy Measures and Choquet Integral for Multi-Look Fusion.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Generative Neural Net for Spatial Concept-to-Image.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

Fuzzy Database for Language-Driven Procedurally Generated Simulated Datasets.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

Frame Selection Strategies for Real-Time Structure-from-Motion from an Aerial Platform.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

Improving Real-Time Aerial 3D Reconstruction: Towards Fusion of a Hand-Crafted SfM Algorithm with a Data-Driven Deep Neural Network.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

Simulating City-Scale Aerial Data Collection Using Unreal Engine.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

2022
Spatial Relationship-Driven Computer Vision Image Data Set Annotation.
Proceedings of the International Joint Conference on Neural Networks, 2022

A Comparison of Relative Position Descriptors for 3D Objects.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data.
IEEE Trans. Fuzzy Syst., 2021

A Generalized Fuzzy Extension Principle and Its Application to Information Fusion.
IEEE Trans. Fuzzy Syst., 2021

Explainable AI for the Choquet Integral.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Neural Metric Learning using Contrastive Anchors to Enforce Feature Separability.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Characterization of Deep Learning-Based Aerial Explosive Hazard Detection using Simulated Data.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Attribution Modeling for Deep Morphological Neural Networks using Saliency Maps.
Proceedings of the International Joint Conference on Neural Networks, 2021

Simulated Photorealistic Deep Learning Framework and Workflows to Accelerate Computer Vision and Unmanned Aerial Vehicle Research.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Actionable XAI for the Fuzzy Integral.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Earth Mover's Distance as a Similarity Measure for Linear Order Statistics and Fuzzy Integrals.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A Fuzzy Spatial Relationship Graph for Point Clouds Using Bounding Boxes.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A Comparison of Evolutionary and Neural Attention Modeling Relative to Adversarial Learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
A Similarity Measure Based on Bidirectional Subsethood for Intervals.
IEEE Trans. Fuzzy Syst., 2020

Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks.
IEEE Trans. Fuzzy Syst., 2020

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., 2020

Evaluation of heterogeneous uncertain information fusion.
J. Ambient Intell. Humaniz. Comput., 2020

Connecting to the digital age: using emergent technology to enhance student learning.
Educ. Inf. Technol., 2020

Fuzzy Integral = Contextual Linear Order Statistic.
CoRR, 2020

Evolutionary Algorithm Driven Explainable Adversarial Artificial Intelligence.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Visualization and Analysis Tools for Explainable Choquet Integral Regression.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Online Learning of the Fuzzy Choquet Integral.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Differential Morphological Profile Neural Network for Object Detection in Overhead Imagery.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Possibilistic Clustering Enabled Neuro Fuzzy Logic.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Choquet Integral Ridge Regression.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Extended Linear Order Statistic (ELOS) Aggregation and Regression.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A Weighted Matrix Visualization for Fuzzy Measures and Integrals.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
An efficient evolutionary algorithm to optimize the Choquet integral.
Int. J. Intell. Syst., 2019

Deep Morphological Hit-or-Miss Transform Neural Network.
CoRR, 2019

Recognizing Image Objects by Relational Analysis Using Heterogeneous Superpixels and Deep Convolutional Features.
CoRR, 2019

Fusion of heterogeneous bands and kernels in hyperspectral image processing.
CoRR, 2019

Multiple Instance Choquet Integral with Binary Fuzzy Measures for Remote Sensing Classifier Fusion with Imprecise Labels.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Linear Order Statistic Neuron.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Introducing Fuzzy Layers for Deep Learning.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Transfer Learning for the Choquet Integral.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Measuring Similarity Between Discontinuous Intervals - Challenges and Solutions.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Machine Learning of Choquet Integral Regression with Respect to a Bounded Capacity (or Non-monotonic Fuzzy Measure).
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

GOOFeD: Extracting Advanced Features for Image Classification via Improved Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
A Perception-Based Fuzzy Route Planing Algorithm for Autonomous Unmanned Ground Vehicles.
Unmanned Syst., 2018

Data-Driven Compression and Efficient Learning of the Choquet Integral.
IEEE Trans. Fuzzy Syst., 2018

Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection.
Sensors, 2018

Enhanced Fusion of Deep Neural Networks for Classification of Benchmark High-Resolution Image Data Sets.
IEEE Geosci. Remote. Sens. Lett., 2018

Convolutional Neural Networks for Aircraft Noise Monitoring.
CoRR, 2018

Multi-Sensor Conflict Measurement and Information Fusion.
CoRR, 2018

Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Aggregating Deep Convolutional Neural Network Scans of Broad-Area High-Resolution Remote Sensing Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

State-of-the-Art and Gaps for Deep Learning on Limited Training Data in Remote Sensing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Explainable AI for Understanding Decisions and Data-Driven Optimization of the Choquet Integral.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Bidirectional Subsethood Based Similarity Measure for Fuzzy Sets.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Benchmark Meta-Dataset of High-Resolution Remote Sensing Imagery for Training Robust Deep Learning Models in Machine-Assisted Visual Analytics.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

2017
Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion.
IEEE Trans. Fuzzy Syst., 2017

A historical review of the development of verification and validation theories for simulation models.
Int. J. Model. Simul. Sci. Comput., 2017

A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community.
CoRR, 2017

A reference autonomous mobility model.
Proceedings of the 2017 Winter Simulation Conference, 2017

The arithmetic recursive average as an instance of the recursive weighted power mean.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Genetic programming based Choquet integral for multi-source fusion.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Visualization and learning of the Choquet integral with limited training data.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Novel similarity measure for interval-valued data based on overlapping ratio.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

The fuzzy integral for missing data.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Efficient modeling and representation of agreement in interval-valued data.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Genetic prOgramming for image feature descriptor learning.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Computational Intelligence Methods in Forward-Looking Explosive Hazard Detection.
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016

Fuzzy Choquet integration of homogeneous possibility and probability distributions.
Inf. Sci., 2016

Hybrid Measure of Agreement and Expertise for Ontology Matching in Lieu of a Reference Ontology.
Int. J. Intell. Syst., 2016

Fusion of diverse features and kernels using LP-norm based multiple kernel learning in hyperspectral image processing.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Explosive hazard detection with feature and decision level fusion, multiple kernel learning, and fuzzy integrals.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

CLODD based band group selection.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Multiple Instance Choquet integral for classifier fusion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
From Interval-Valued Data to General Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2015

Data-Informed Fuzzy Measures for Fuzzy Integration of Intervals and Fuzzy Numbers.
IEEE Trans. Fuzzy Syst., 2015

Multi-criteria based learning of the Choquet integral using Goal programming.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Soft segmentation weighted IECO descriptors for object recognition in satellite imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Multispectral sensor design using performance measure-based hyperspectral band grouping.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Feature and decision level fusion using multiple kernel learning and fuzzy integrals.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Insights and characterization of l1-norm based sparsity learning of a lexicographically encoded capacity vector for the Choquet integral.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Measuring conflict in a multi-source environment as a normal measure.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014
Extension of the Fuzzy Integral for General Fuzzy Set-Valued Information.
IEEE Trans. Fuzzy Syst., 2014

Earth Movers Distance-Based Simultaneous Comparison of Hyperspectral Endmembers and Proportions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Efficient and Scalable Nonlinear Multiple Kernel Aggregation Using the Choquet Integral.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

A multilevel parallel and scalable single-host GPU cluster framework for large-scale geospatial data processing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

GPU-Based PostgreSQL Extensions for Scalable High-Throughput Pattern Matching.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Regularization-based learning of the Choquet integral.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

An improved evolution-constructed (iECO) features framework: Distribution statement A: Approved for public release; distribution is unlimited.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014

2013
Comparing Fuzzy, Probabilistic, and Possibilistic Partitions Using the Earth Mover's Distance.
IEEE Trans. Fuzzy Syst., 2013

Indices for Introspection on the Choquet Integral.
Proceedings of the Advance Trends in Soft Computing, 2013

Constraints Preserving Genetic Algorithm for Learning Fuzzy Measures with an Application to Ontology Matching.
Proceedings of the Advance Trends in Soft Computing, 2013

Generalization of the Fuzzy Integral for discontinuous interval- and non-convex interval fuzzy set-valued inputs.
Proceedings of the FUZZ-IEEE 2013, 2013

Multiple kernel aggregation using fuzzy integrals.
Proceedings of the FUZZ-IEEE 2013, 2013

Fuzzy integrals of crowd-sourced intervals using a measure of generalized accord.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Spectral Unmixing Cluster Validity Index for Multiple Sets of Endmembers.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Combination of Anomaly Algorithms and Image Features for Explosive Hazard Detection in Forward Looking Infrared Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Similarity measure for anomaly detection and comparing human behaviors.
Int. J. Intell. Syst., 2012

Importance-weighted multi-scale texture and shape descriptor for object recognition in satellite imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Extracting meta-measures from data for fuzzy aggregation of crowd sourced information.
Proceedings of the FUZZ-IEEE 2012, 2012

Sugeno fuzzy integral generalizations for Sub-normal Fuzzy set-valued inputs.
Proceedings of the FUZZ-IEEE 2012, 2012

Causal cueing system for above ground anomaly detection of explosive hazards using support vector machine localized by K-nearest neighbor.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012

2011
Linguistic summarization of long-term trends for understanding change in human behavior.
Proceedings of the FUZZ-IEEE 2011, 2011

Comparing soft clusters and partitions.
Proceedings of the FUZZ-IEEE 2011, 2011

Linguistic description of adult skeletal age-at-death estimations from fuzzy integral acquired fuzzy sets.
Proceedings of the FUZZ-IEEE 2011, 2011

Generating 3D Spatial Descriptions from Stereo Vision Using SIFT Keypoint Clouds.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Fusion of differential morphological profiles for multi-scale weighted feature pyramid generation in remotely sensed imagery.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

A system for change detection and human recognition in voxel space using the Microsoft Kinect sensor.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

Fusion of anomaly algorithm decision maps and spectrum features for detecting buried explosive Hazards in forward looking infrared imagery.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

2010
Comparing Fuzzy, Probabilistic, and Possibilistic Partitions.
IEEE Trans. Fuzzy Syst., 2010

Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral.
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

A Comparison of Five Fuzzy Rand Indices.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

A fuzzy Choquet integral with an interval type-2 fuzzy number-valued integrand.
Proceedings of the FUZZ-IEEE 2010, 2010

Segmentation and linguistic summarization of voxel environments using stereo vision and genetic algorithms.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Modeling Human Activity From Voxel Person Using Fuzzy Logic.
IEEE Trans. Fuzzy Syst., 2009

Linguistic summarization of video for fall detection using voxel person and fuzzy logic.
Comput. Vis. Image Underst., 2009

Fuzzy Logic-Based Image Processing Using Graphics Processor Units.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Fuzzy Voxel Object.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Speedup of Fuzzy Clustering Through Stream Processing on Graphics Processing Units.
IEEE Trans. Fuzzy Syst., 2008

Extension of a soft-computing framework for activity analysis from linguistic summarizations of video.
Proceedings of the FUZZ-IEEE 2008, 2008

Speedup of fuzzy logic through stream processing on Graphics Processing Units.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Incorporation of Non-euclidean Distance Metrics into Fuzzy Clustering on Graphics Processing Units.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Relational Analysis of CpG Islands Methylation and Gene Expression in Human Lymphomas Using Possibilistic C-Means Clustering and Modified Cluster Fuzzy Density.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007

Using a hand-drawn sketch to control a team of robots.
Auton. Robots, 2007

2006
Using a Qualitative Sketch to Control a Team of Robots.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Adaptive Silouette Extraction and Human Tracking in Complex and Dynamic Environments.
Proceedings of the International Conference on Image Processing, 2006

Adaptive Silhouette Extraction in Dynamic Environments Using Fuzzy Logic.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Recognizing Falls from Silhouettes.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Using a Sketch Pad Interface for Interacting with a Robot Team.
Proceedings of the Proceedings, 2005

2004
Hidden Markov Model Symbol Recognition for Sketch-Based Interfaces.
Proceedings of the Making Pen-Based Interaction Intelligent and Natural, 2004


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