Christian Wagner
Orcid: 0000-0002-6121-9722Affiliations:
- University of Nottingham, School of Computer Science, UK
- Carnegie Mellon University, Department of Social and Decision Sciences, Pittsburgh, PA, USA
- Michigan Technological University, Institute of Computing and Cybersystems, Houghton, MI, USA
- University of Essex, Department of Computer Science, Colchester, UK (PhD 2009)
According to our database1,
Christian Wagner
authored at least 162 papers
between 2007 and 2024.
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Bibliography
2024
IEEE Trans. Fuzzy Syst., December, 2024
IEEE Comput. Intell. Mag., February, 2024
Breaking Boundaries Initiative: Workshop on Industry-Academia Collaboration [Technical Activities].
IEEE Comput. Intell. Mag., February, 2024
Toward Handling Uncertainty-At-Source in AI - A Review and Next Steps for Interval Regression.
IEEE Trans. Artif. Intell., January, 2024
SEGAL time series classification - Stable explanations using a generative model and an adaptive weighting method for LIME.
Neural Networks, 2024
Gradient-based Fuzzy System Optimisation via Automatic Differentiation - FuzzyR as a Use Case.
CoRR, 2024
MrRegNet: Multi-Resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
2023
Inf. Sci., October, 2023
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond.
CoRR, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
An Initial Step Towards Stable Explanations for Multivariate Time Series Classifiers with LIME.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
2022
Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2022
IEEE Trans. Fuzzy Syst., 2022
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach.
Evol. Syst., 2022
JuzzyPy - A Python Library to Create Type - 1, Interval Type-2 and General Type-2 Fuzzy Logic Systems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
A New evolving Fuzzy System with Mechanisms to Deal With Uncertainties in Times Series Forecasting.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Alpha-cut based compositional representation of fuzzy sets and exploration of associated fuzzy set regression.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
2021
Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems - A Participatory Design Approach.
IEEE Trans. Fuzzy Syst., 2021
A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2021
Towards Handling Uncertainty-at-Source in AI - A Review and Next Steps for Interval Regression.
CoRR, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
2020
IEEE Trans. Fuzzy Syst., 2020
On the Relationship Between Similarity Measures and Thresholds of Statistical Significance in the Context of Comparing Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2020
IEEE Trans. Fuzzy Syst., 2020
Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders.
Fuzzy Sets Syst., 2020
Capturing Individuals' Uncertainties-On Establishing the Validity of an Interval-Valued Survey Response Mode.
CoRR, 2020
A Generic Ensemble Based Deep Convolutional Neural Network for Semi-Supervised Medical Image Segmentation.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
A Bidirectional Subsethood Based Fuzzy Measure for Aggregation of Interval-Valued Data.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Juzzy Constrained: Software for Constrained Interval Type-2 Fuzzy Sets and Systems in Java.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020
2019
IEEE Trans. Intell. Transp. Syst., 2019
Measuring the Directional or Non-directional Distance Between Type-1 and Type-2 Fuzzy Sets With Complex Membership Functions.
IEEE Trans. Fuzzy Syst., 2019
ABOOMS: Overcoming the Hurdles of Continuous-Time Public Goods Games with a Simulation-Based Approach.
J. Artif. Soc. Soc. Simul., 2019
Inf. Process. Manag., 2019
Agent-Based Simulation Modelling for Reflecting on Consequences of Digital Mental Health.
CoRR, 2019
Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles.
Artif. Intell. Medicine, 2019
Towards Real-Time Heavy Goods Vehicle Driving Behaviour Classification in the United Kingdom.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
A Measure of Structural Complexity of Hierarchical Fuzzy Systems Adapted from Software Engineering.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Exploring How Component Factors and Their Uncertainty Affect Judgements of Risk in Cyber-Security.
Proceedings of the Critical Information Infrastructures Security, 2019
2018
A Human Factors Approach to Exploring the Experience of Group Trip Planning from the Perspective of Intragroup Interaction.
Int. J. Hum. Comput. Interact., 2018
Interpretability and Complexity of Design in the Creation of Fuzzy Logic Systems - A User Study.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the Fifth International Conference on Social Networks Analysis, 2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
Exploring Subsethood to Determine Firing Strength in Non-Singleton Fuzzy Logic Systems.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
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
2017
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 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
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Exploring the use of type-2 fuzzy sets in multi-criteria decision making based on TOPSIS.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Interval-valued sensory evaluation for customized beverage product formulation and continuous manufacturing.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
2016
IEEE Trans. Fuzzy Syst., 2016
Modelling cyber-security experts' decision making processes using aggregation operators.
Comput. Secur., 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Exploring differences in interpretation of words essential in medical expert-patient communication.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Measuring the similarity between zSlices general type-2 fuzzy sets with non-normal secondary membership functions.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Modelling uncertainty in production processes using non-singleton fuzzification and fuzzy cognitive maps - a virgin olive oil case study.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
An exploration of issues and limitations in current methods of TOPSIS and fuzzy TOPSIS.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
A comparative study on the control of quadcopter UAVs by using singleton and non-singleton fuzzy logic controllers.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Towards better uncertainty handling based on zSlices and general type-2 fuzzy logic systems.
PhD thesis, 2015
IEEE Trans. Fuzzy Syst., 2015
IEEE Trans. Fuzzy Syst., 2015
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Generating Uncertain Fuzzy Logic Rules from Surveys: Capturing Subjective Relationships between Variables from Human Experts.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Real-world utility of non-singleton fuzzy logic systems: A case of environmental management.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
2014
IEEE Trans. Fuzzy Syst., 2014
Modeling urban road risky driving behaviors in China with multi-agent microscopic traffic simulation.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Juzzy online: An online toolkit for the design, implementation, execution and sharing of Type-1 and Type-2 fuzzy logic systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Towards data-driven environmental planning and policy design-leveraging fuzzy logic to operationalize a planning framework.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Type-1 or interval type-2 fuzzy logic systems - On the relationship of the amount of uncertainty and FOU size.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
2013
Proceedings of the Advances in Type-2 Fuzzy Sets and Systems - Theory and Applications, 2013
Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst., 2013
Creating Personalised Energy Plans. From Groups to Individuals using Fuzzy C Means Clustering.
CoRR, 2013
Special Issue on Computational Intelligence and Affective Computing [Guest Editorial].
IEEE Comput. Intell. Mag., 2013
Proceedings of the Advance Trends in Soft Computing, 2013
Comparison of crisp systems and fuzzy systems in agent-based simulation: A case study of soccer penalties.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Proceedings of the 2013 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2013
Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013
Similarity based applications for data-driven concept and word models based on type-1 and type-2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2013, 2013
Generalization of the Fuzzy Integral for discontinuous interval- and non-convex interval fuzzy set-valued inputs.
Proceedings of the FUZZ-IEEE 2013, 2013
Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2013, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
2012
Emerging and adaptive fuzzy logic based behaviours in activity sphere centred ambient ecologies.
Pervasive Mob. Comput., 2012
Int. J. Next Gener. Comput., 2012
Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications.
IEEE Comput. Intell. Mag., 2012
Extracting meta-measures from data for fuzzy aggregation of crowd sourced information.
Proceedings of the FUZZ-IEEE 2012, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
Dynamic Profile-Selection for zSlices based type-2 fuzzy agents controlling multi-user Ambient Intelligent Environments.
Proceedings of the FUZZ-IEEE 2012, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
2011
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011
On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011
Proceedings of the Sixth International Symposium on Parallel Computing in Electrical Engineering (PARELEC 2011), 2011
Proceedings of the FUZZ-IEEE 2011, 2011
Interpreting fuzzy set operations and Multi Level Agreement in a Computing with Words context.
Proceedings of the FUZZ-IEEE 2011, 2011
2010
IEEE Trans. Fuzzy Syst., 2010
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
An approach for the generation and adaptation of zSlices based general type-2 fuzzy sets from interval type-2 fuzzy sets to model agreement with application to Intelligent Environments.
Proceedings of the FUZZ-IEEE 2010, 2010
2009
Interval Type-2 Fuzzy Logic Congestion Control for Video Streaming Across IP Networks.
IEEE Trans. Fuzzy Syst., 2009
A Proposal for Realizing Adaptive Ambient Ecologies through an ontology-based Multi-Agent System.
Proceedings of the IEEE Symposium on Intelligent Agents, IA 2009, part of the IEEE Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009, 2009
zSlices based general type-2 FLC for the control of autonomous mobile robots in real world environments.
Proceedings of the FUZZ-IEEE 2009, 2009
Novel Methods for the Design of General Type-2 Fuzzy Sets based on Device Characteristics and Linguistic Labels Surveys.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
2008
Proceedings of the FUZZ-IEEE 2008, 2008
2007
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007
A Genetic Algorithm Based Architecture for Evolving Type-2 Fuzzy Logic Controllers for Real World Autonomous Mobile Robots.
Proceedings of the FUZZ-IEEE 2007, 2007