John W. Sheppard
Orcid: 0000-0001-9487-5622Affiliations:
- Montana State University, Bozeman, Montana, USA
According to our database1,
John W. Sheppard
authored at least 128 papers
between 1988 and 2024.
Collaborative distances:
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Bibliography
2024
ScholarNodes: Applying Content-based Filtering to Recommend Interdisciplinary Communities within Scholarly Social Networks.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones.
Proceedings of the International Joint Conference on Neural Networks, 2024
2023
A Risk-Based Approach to Prognostics and Health Management Combining Bayesian Networks and Continuous-Time Bayesian Networks.
IEEE Instrum. Meas. Mag., August, 2023
Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing.
Sensors, 2023
Managing Objective Archives for Solution Set Reduction in Many-Objective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Factored Particle Swarm Optimization for Policy Co-training in Reinforcement Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
SN Comput. Sci., 2022
CoRR, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Approximate Orthogonal Spectral Autoencoders for Community Analysis in Social Networks.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Multi-Objective Factored Evolutionary Optimization and the Multi-Objective Knapsack Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Addressing Sustainability in Precision Agriculture via Multi-Objective Factored Evolutionary Algorithms.
Proceedings of the Metaheuristics - 14th International Conference, 2022
2021
Hyperspectral Dimensionality Reduction Based on Inter-Band Redundancy Analysis and Greedy Spectral Selection.
Remote. Sens., 2021
CoRR, 2021
Using Particle Swarm Optimization to Learn a Lane Change Model for Autonomous Vehicle Merging.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Resiliency-Aware Power Management of Microgrids using Agent-based Dynamic Programming and Q-learning.
Proceedings of the 2021 IEEE PES Innovative Smart Grid Technologies, 2021
Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Applications of Evolutionary Computation, 2021
Proceedings of the Genetic Programming - 24th European Conference, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Autonomous Vehicle Control Using Particle Swarm optimization in a Mixed Control Environment.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Enhancing Neural Networks with Locality-Sensitive Clustering of Internal Representations.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Int. J. Approx. Reason., 2019
Persistent homology for the automatic classification of prostate cancer aggressiveness in histopathology images.
Proceedings of the Medical Imaging 2019: Digital Pathology, 2019
Using Winning Lottery Tickets in Transfer Learning for Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
AdaBoost with Neural Networks for Yield and Protein Prediction in Precision Agriculture.
Proceedings of the International Joint Conference on Neural Networks, 2019
Exploring Transferability in Deep Neural Networks with Functional Data Analysis and Spatial Statistics.
Proceedings of the International Joint Conference on Neural Networks, 2019
Legislative Vote Prediction using Campaign Donations and Fuzzy Hierarchical Communities.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Using a genetic algorithm with histogram-based feature selection in hyperspectral image classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
IEEE Trans. Smart Grid, 2018
IEEE Instrum. Meas. Mag., 2018
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018
Information sharing and conflict resolution in distributed factored evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Comparative performance and scaling of the pareto improving particle swarm optimization algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Evaluating Spatial Generalization of Stacked Autoencoders in Wind Vector Determination.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Factored performance functions and decision making in continuous time Bayesian networks.
J. Appl. Log., 2017
Int. J. Approx. Reason., 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Evaluating factored evolutionary algorithm performance on binary deceptive functions.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2017
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
2016
Int. J. Approx. Reason., 2016
MICPSO: A method for incorporating dependencies into discrete particle swarm optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Fast classifier learning under bounded computational resources using Partitioned Restricted Boltzmann Machines.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016
Dynamic sampling in training artificial neural networks with overlapping swarm intelligence.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
A load profile management integrated power dispatch using a Newton-like particle swarm optimization method.
Sustain. Comput. Informatics Syst., 2015
Abductive inference in Bayesian networks using distributed overlapping swarm intelligence.
Soft Comput., 2015
SIAM/ASA J. Uncertain. Quantification, 2015
An AI-ESTATE conformant interface for net-centric diagnostic and prognostic reasoning.
IEEE Instrum. Meas. Mag., 2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
A Swarm-Based Approach to Learning Phase-Type Distributions for Continuous Time Bayesian Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Hierarchical Fuzzy Spectral Clustering in Social Networks using Spectral Characterization.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
2014
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Factored Performance Functions with Structural Representation in Continuous Time Bayesian Networks.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
2013
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013
Principal component analysis preprocessing with Bayesian networks for battery capacity estimation.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
2012
Wirel. Networks, 2012
J. Comput. Appl. Math., 2012
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012
DOSI: Training artificial neural networks using overlapping swarm intelligence with local credit assignment.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
2011
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011
Proceedings of the Applications of Evolutionary Computation, 2011
2009
IEEE Trans. Instrum. Meas., 2009
IEEE Trans. Instrum. Meas., 2009
2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
2007
J. Electron. Test., 2007
Offline and Online Evolutionary Bi-Directional RRT Algorithms for Efficient Re-Planning in Dynamic Environments.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007
2005
IEEE Trans. Instrum. Meas., 2005
2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
1999
Genetic programming and co-evolution with exogenous fitness in an artificial life environment.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
1997
Artificial Intelligence Exchange and Service Tie to All Test Environments (AI-ESTATE)-A New Standard for System Diagnostics.
Proceedings of the Proceedings IEEE International Test Conference 1997, 1997
1996
SCC20 attracts IEC participation.
IEEE Des. Test Comput., 1996
Proceedings of the 14th IEEE VLSI Test Symposium (VTS'96), April 28, 1996
Proceedings of the 14th IEEE VLSI Test Symposium (VTS'96), April 28, 1996
1995
Combining Genetic Algorithms with Memory Based Reasoning.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
1993
IEEE Des. Test Comput., 1993
IEEE Des. Test Comput., 1993
The Impact of Commercial Off-The-Shelf (COTS) Equipment on System Test and Diagnosis.
Proceedings of the Proceedings IEEE International Test Conference 1993, Designing, Testing, and Diagnostics, 1993
Proceedings of the Proceedings IEEE International Test Conference 1993, Designing, Testing, and Diagnostics, 1993
1992
IEEE Des. Test Comput., 1992
IEEE Des. Test Comput., 1992
Proceedings of the Proceedings IEEE International Test Conference 1992, 1992
1991
Proceedings of the Proceedings IEEE International Test Conference 1991, 1991
1990
Proceedings of the 1990 ACM SIGSMALL/PC Symposium on Small Systems, 1990
1988
Proceedings of the Sixteenth ACM Annual Conference on Computer Science, 1988