Christian Wagner

190 papers B 76C 5Misc 1Journal 58Unranked 44
YearRankTypeTitle / Venue / Authors
2025 — conf
A python library for data-driven causal fuzzy classification rule generation - mablars.
FUZZ
Te Zhang, Christian Wagner
2025 B conf
ADONiS Framework for Automated Decision of Neonatal Oxygen Support.
SMC
Troy Kettle, Direnc Pekaslan, Christian Wagner
2025 — conf
Counterfactual linguistic rule-based explanations based on locally relevant causal mechanisms.
FUZZ
Te Zhang, Christian Wagner
2025 — conf
Effectively Communicating Information and Uncertainty from Fuzzy Sets, Why and How.
FUZZ
Yu Zhao, Christian Wagner, Brendan Ryan, Direnc Pekaslan, Vladik Kreinovich
2025 — conf
Monte Carlo-Based Interval TOPSIS for Navigating Decision Support Under Uncertainty.
IDEAL (2)
Jingda Ying, Christian Wagner, Isaac Triguero, Shaily Kabir
2024 — conf
A Comprehensive Guideline to Design Interpretable Hierarchical Fuzzy Systems.
FUZZ
Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner
2024 J jnl
Breaking Boundaries Initiative: Workshop on Industry-Academia Collaboration [Technical Activities].
IEEE Comput. Intell. Mag.
Marcin Pietrasik, Anna Wilbik, Paul Grefen, Christian Wagner, Luis Magdalena
2024 J jnl
Explain the World - Using Causality to Facilitate Better Rules for Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
Te Zhang, Christian Wagner, Jonathan M. Garibaldi
2024 — conf
Generating Locally Relevant Explanations Using Causal Rule Discovery.
FUZZ
Te Zhang, Christian Wagner
2024 J jnl
Gradient-based Fuzzy System Optimisation via Automatic Differentiation - FuzzyR as a Use Case.
CoRR
Chao Chen, Christian Wagner, Jonathan M. Garibaldi
2024 J jnl
IEEE CIS VP-Technical Activities Vision Statement [Society Briefs].
IEEE Comput. Intell. Mag.
Christian Wagner
2024 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024
BigComp
Herwig Unger, Jinseok Chae, Young-Koo Lee, Christian Wagner, Chaokun Wang, Mehdi Bennis, Mahasak Ketcham, Young-Kyoon Suh, Hyuk-Yoon Kwon
2024 — conf
Interval Agreement Weighted Average - Sensitivity to Data Set Features.
FUZZ
Yu Zhao, Christian Wagner, Brendan Ryan, Direnc Pekaslan, Javier Navarro
2024 — conf
MrRegNet: Multi-Resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations.
ISBI
Ruizhe Li, Grazziela P. Figueredo, Dorothee Auer, Christian Wagner, Xin Chen
2024 J jnl
MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations.
CoRR
Ruizhe Li, Grazziela P. Figueredo, Dorothee Auer, Christian Wagner, Xin Chen
2024 J jnl
SEGAL time series classification - Stable explanations using a generative model and an adaptive weighting method for LIME.
Neural Networks
Han Meng, Christian Wagner, Isaac Triguero
2024 J jnl
Toward Handling Uncertainty-At-Source in AI - A Review and Next Steps for Interval Regression.
IEEE Trans. Artif. Intell.
Shaily Kabir, Christian Wagner, Zack Ellerby
2023 — conf
A Restricted Parametrized Model for Interval-Valued Regression.
FUZZ
Jingda Ying, Shaily Kabir, Christian Wagner
2023 — conf
An Initial Step Towards Stable Explanations for Multivariate Time Series Classifiers with LIME.
FUZZ
Han Meng, Christian Wagner, Isaac Triguero
2023 — conf
Decomposing Conventional Fuzzy Logic Systems to Hierarchical Fuzzy Systems.
FUZZ
Tajul Rosli Bin Razak, Nor Hanimah Kamis, Nurul Hanan Anuar, Jonathan M. Garibaldi, Christian Wagner
2023 — conf
Driving Risk Assessment Using Intervals and Weighted Fuzzy Rules.
FUZZ
Jimiama M. M. Mase, Peter Chapman, Christian Wagner, Grazziela P. Figueredo
2023 J jnl
Explaining time series classifiers through meaningful perturbation and optimisation.
Inf. Sci.
Han Meng, Christian Wagner, Isaac Triguero
2023 — conf
Joint Handling of Data and Model Uncertainty for Interpretable Interval Prediction.
CAI
Direnc Pekaslan, Christian Wagner
2023 J jnl
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond.
CoRR
Direnc Pekaslan, Jose Maria Alonso-Moral, Kasun Bandara, Christoph Bergmeir, Juan Bernabé-Moreno, Robert Eigenmann, Nils Einecke, Selvi Ergen, Rakshitha Godahewa, Hansika Hewamalage, Jesus Lago, Steffen Limmer, Sven Rebhan, Boris Rabinovich, Dilini Rajapaksha, Heda Song, Christian Wagner, Wenlong Wu, Luis Magdalena, Isaac Triguero
2023 J jnl
The Joint Weighted Average (JWA) Operator.
CoRR
Stephen B. Broomell, Christian Wagner
2023 — conf
Towards Causal Fuzzy System Rules Using Causal Direction.
FUZZ
Te Zhang, Jingda Ying, Christian Wagner, Jonathan M. Garibaldi
2022 J jnl
A Constrained Parametric Approach for Modeling Uncertain Data.
IEEE Trans. Fuzzy Syst.
Pasquale D'Alterio, Jonathan M. Garibaldi, Christian Wagner
2022 — conf
A New evolving Fuzzy System with Mechanisms to Deal With Uncertainties in Times Series Forecasting.
LA-CCI
Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Christian Wagner, Eduardo Pestana de Aguiar
2022 B conf
Alpha-cut based compositional representation of fuzzy sets and exploration of associated fuzzy set regression.
FUZZ-IEEE
Direnc Pekaslan, Christian Wagner
2022 B conf
Counterfactual rule generation for fuzzy rule-based classification systems.
FUZZ-IEEE
Te Zhang, Christian Wagner, Jonathan M. Garibaldi
2022 B conf
Does Permitting Uncertain Estimates Help or Hinder the Wisdom of Crowds?
FUZZ-IEEE
Zack Ellerby, Christian Wagner
2022 J jnl
Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst.
Laura De Miguel, Regivan H. N. Santiago, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác, Antonio-Francisco Roldán-López-de-Hierro, Humberto Bustince
2022 B conf
Feature Importance Identification for Time Series Classifiers.
SMC
Han Meng, Christian Wagner, Isaac Triguero
2022 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2022, Daegu, Korea, Republic of, January 17-20, 2022
BigComp
Herwig Unger, Young-Kuk Kim, Eenjun Hwang, Sung-Bae Cho, Stephan Pareigis, Kyandoghere Kyamakya, Young-Guk Ha, Jinho Kim, Atsuyuki Morishima, Christian Wagner, Hyuk-Yoon Kwon, Yang-Sae Moon, Carson K. Leung
2022 J jnl
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach.
Evol. Syst.
Arthur Caio Vargas Pinto, Thiago E. Fernandes, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo Pestana de Aguiar
2022 — conf
JuzzyPy - A Python Library to Create Type - 1, Interval Type-2 and General Type-2 Fuzzy Logic Systems.
SSCI
Mohammad Sameer Ahmad, Christian Wagner
2022 B conf
Modelling Hierarchical Fuzzy Systems for Mango Grading via FuzzyR Toolkit.
FUZZ-IEEE
Tajul Rosli Bin Razak, Nurul Hanan Anuar, Jonathan M. Garibaldi, Christian Wagner
2022 C ed.
Proceedings of the 14th International Joint Conference on Computational Intelligence, IJCCI 2022, Valletta, Malta, October 24-26, 2022.
IJCCI
Thomas Bäck, Bas van Stein, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Faiyaz Doctor, Joaquim Filipe, Kevin Warwick, Janusz Kacprzyk
2022 B conf
Visualization of Interval Regression for Facilitating Data and Model Insight.
FUZZ-IEEE
Shaily Kabir, Christian Wagner
2021 J jnl
A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John, Christian Wagner
2021 B conf
A Fuzzy Logic-Based Trust Estimation in Edge-Enabled Vehicular Ad Hoc Networks.
FUZZ-IEEE
Md. Mahmudul Hasan, Mosarrat Jahan, Shaily Kabir, Christian Wagner
2021 B conf
An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems.
FUZZ-IEEE
Chao Chen, Yu Zhao, Christian Wagner, Direnc Pekaslan, Jonathan M. Garibaldi
2021 — conf
Compositional Linear Regression on Interval-valued Data.
SSCI
Direnc Pekaslan, Christian Wagner
2021 B conf
Designing the Hierarchical Fuzzy Systems Via FuzzyR Toolbox.
FUZZ-IEEE
Tajul Rosli Bin Razak, Chao Chen, Jonathan M. Garibaldi, Christian Wagner
2021 B conf
Do People Prefer to Give Interval-Valued or Point Estimates and Why?
FUZZ-IEEE
Zack Ellerby, Christian Wagner
2021 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2021, Jeju Island, South Korea, January 17-20, 2021
BigComp
Herwig Unger, Jinho Kim, U Kang, Chakchai So-In, Junping Du, Walid Saad, Young-Guk Ha, Christian Wagner, Julien Bourgeois, Chanboon Sathitwiriyawong, Hyuk-Yoon Kwon, Carson K. Leung
2021 — conf
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI.
MIUA
Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen
2021 J jnl
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI.
CoRR
Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen
2021 B conf
Interval-Valued Regression - Sensitivity to Data Set Features.
FUZZ-IEEE
Shaily Kabir, Christian Wagner
2021 B conf
Learning Causal Fuzzy Logic Rules by Leveraging Markov Blankets.
SMC
Te Zhang, Christian Wagner
2021 C ed.
Proceedings of the 13th International Joint Conference on Computational Intelligence, IJCCI 2021, Online Streaming, October 25-27, 2021
IJCCI
Thomas Bäck, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Juan Julián Merelo, Kevin Warwick
2021 B conf
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction.
FUZZ-IEEE
Arthur Caio Vargas Pinto, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo P. de Aguiar
2021 J jnl
Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems - A Participatory Design Approach.
IEEE Trans. Fuzzy Syst.
Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria
2021 J jnl
Towards Handling Uncertainty-at-Source in AI - A Review and Next Steps for Interval Regression.
CoRR
Shaily Kabir, Christian Wagner, Zack Ellerby
2020 — conf
A Bidirectional Subsethood Based Fuzzy Measure for Aggregation of Interval-Valued Data.
IPMU (2)
Shaily Kabir, Christian Wagner
2020 — conf
A Generic Ensemble Based Deep Convolutional Neural Network for Semi-Supervised Medical Image Segmentation.
ISBI
Ruizhe Li, Christian Wagner, Xin Chen, Dorothee Auer
2020 J jnl
A Similarity Measure Based on Bidirectional Subsethood for Intervals.
IEEE Trans. Fuzzy Syst.
Shaily Kabir, Christian Wagner, Timothy Craig Havens, Derek T. Anderson
2020 J jnl
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation.
CoRR
Ruizhe Li, Dorothee Auer, Christian Wagner, Xin Chen
2020 J jnl
ADONiS - Adaptive Online Nonsingleton Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst.
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi
2020 B conf
An Improved Complexity Measure in Hierarchical Fuzzy Systems.
FUZZ-IEEE
Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner
2020 J jnl
Capturing Individuals' Uncertainties-On Establishing the Validity of an Interval-Valued Survey Response Mode.
CoRR
Zack Ellerby, Christian Wagner, Stephen B. Broomell
2020 B conf
Choosing Sample Sizes for Statistical Measures on Interval-Valued Data.
FUZZ-IEEE
Josie McCulloch, Zack Ellerby, Christian Wagner
2020 B conf
Insights from interval-valued ratings of consumer products - a DECSYS appraisal.
FUZZ-IEEE
Zack Ellerby, Oliver Miles, Josie McCulloch, Christian Wagner
2020 B conf
Juzzy Constrained: Software for Constrained Interval Type-2 Fuzzy Sets and Systems in Java.
FUZZ-IEEE
Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John, Christian Wagner
2020 J jnl
Measuring agreement on linguistic expressions in medical treatment scenarios.
CoRR
Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford
2020 J jnl
On the Relationship Between Similarity Measures and Thresholds of Statistical Significance in the Context of Comparing Fuzzy Sets.
IEEE Trans. Fuzzy Syst.
Josie McCulloch, Zack Ellerby, Christian Wagner
2020 J jnl
On the choice of similarity measures for type-2 fuzzy sets.
Inf. Sci.
Josie McCulloch, Christian Wagner
2020 — conf
Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both?
IPMU (1)
Direnc Pekaslan, Chao Chen, Christian Wagner, Jonathan M. Garibaldi
2020 C ed.
Proceedings of the 12th International Joint Conference on Computational Intelligence, IJCCI 2020, Budapest, Hungary, November 2-4, 2020.
IJCCI
Juan Julián Merelo Guervós, Jonathan M. Garibaldi, Christian Wagner, Thomas Bäck, Kurosh Madani, Kevin Warwick
2020 J jnl
Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders.
Fuzzy Sets Syst.
Humberto Bustince, Cédric Marco-Detchart, Javier Fernández, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác
2020 — conf
Uncertainty-Aware Forecasting of Renewable Energy Sources.
BigComp
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi, Luis G. Marin, Doris Sáez
2019 B conf
A Measure of Structural Complexity of Hierarchical Fuzzy Systems Adapted from Software Engineering.
FUZZ-IEEE
Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner
2019 J jnl
ABOOMS: Overcoming the Hurdles of Continuous-Time Public Goods Games with a Simulation-Based Approach.
J. Artif. Soc. Soc. Simul.
Tuong Manh Vu, Christian Wagner, Peer-Olaf Siebers
2019 J jnl
Agent-Based Simulation Modelling for Reflecting on Consequences of Digital Mental Health.
CoRR
Daniel Stroud, Christian Wagner, Peer-Olaf Siebers
2019 J jnl
Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles.
Artif. Intell. Medicine
Utkarsh Agrawal, Daniele Soria, Christian Wagner, Jonathan M. Garibaldi, Ian O. Ellis, John M. S. Bartlett, David Cameron, Emad A. Rakha, Andrew R. Green
2019 B conf
DECSYS - Discrete and Ellipse-based response Capture SYStem.
FUZZ-IEEE
Zack Ellerby, Josie McCulloch, John Young, Christian Wagner
2019 C conf
Exploring How Component Factors and Their Uncertainty Affect Judgements of Risk in Cyber-Security.
CRITIS
Zack Ellerby, Josie McCulloch, Melanie Wilson, Christian Wagner
2019 J jnl
Exploring how Component Factors and their Uncertainty Affect Judgements of Risk in Cyber-Security.
CoRR
Zack Ellerby, Josie McCulloch, Melanie Wilson, Christian Wagner
2019 J jnl
Exploring the group holiday decision-making process with the support of technology.
Inf. Process. Manag.
Lanyun Zhang, Xu Sun, Christian Wagner
2019 B conf
Fuzzy Integral Driven Ensemble Classification using A Priori Fuzzy Measures.
FUZZ-IEEE
Utkarsh Agrawal, Christian Wagner, Jonathan M. Garibaldi, Daniele Soria
2019 J jnl
Identifying Heavy Goods Vehicle Driving Styles in the United Kingdom.
IEEE Trans. Intell. Transp. Syst.
Grazziela P. Figueredo, Utkarsh Agrawal, Jimiama M. M. Mase, Mohammad Mesgarpour, Christian Wagner, Daniele Soria, Jonathan M. Garibaldi, Peer-Olaf Siebers, Robert I. John
2019 B conf
Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels.
FUZZ-IEEE
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi
2019 B conf
Measuring Inter-group Agreement on zSlice Based General Type-2 Fuzzy Sets.
FUZZ-IEEE
Javier Navarro, Christian Wagner
2019 J jnl
Measuring Inter-group Agreement on zSlice Based General Type-2 Fuzzy Sets.
CoRR
Javier Navarro, Christian Wagner
2019 B conf
Measuring Similarity Between Discontinuous Intervals - Challenges and Solutions.
FUZZ-IEEE
Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson
2019 J jnl
Measuring the Directional or Non-directional Distance Between Type-1 and Type-2 Fuzzy Sets With Complex Membership Functions.
IEEE Trans. Fuzzy Syst.
Josie McCulloch, Christian Wagner
2019 B conf
On Comparing and Selecting Approaches to Model Interval-Valued Data as Fuzzy Sets.
FUZZ-IEEE
Josie McCulloch, Zack Ellerby, Christian Wagner
2019 — conf
Paid Crowdsourcing, Low Income Contributors, and Subjectivity.
AIAI (Workshops)
Giannis Haralabopoulos, Christian Wagner, Derek McAuley, Ioannis Anagnostopoulos
2019 — conf
Towards Real-Time Heavy Goods Vehicle Driving Behaviour Classification in the United Kingdom.
ITSC
Utkarsh Agrawal, Jimiama Mafeni Mase, Grazziela P. Figueredo, Christian Wagner, Mohammad Mesgarpour, Robert I. John
2018 B conf
A Bidirectional Subsethood Based Similarity Measure for Fuzzy Sets.
FUZZ-IEEE
Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson
2018 J jnl
A Human Factors Approach to Exploring the Experience of Group Trip Planning from the Perspective of Intragroup Interaction.
Int. J. Hum. Comput. Interact.
Lanyun Zhang, Xu Sun, Christian Wagner
2018 — conf
A Multivalued Emotion Lexicon Created and Evaluated by the Crowd.
SNAMS
Giannis Haralabopoulos, Christian Wagner, Derek McAuley, Elena Simperl
2018 — conf
Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms.
IPMU (1)
Utkarsh Agrawal, Anthony J. Pinar, Christian Wagner, Timothy C. Havens, Daniele Soria, Jonathan M. Garibaldi
2018 — conf
Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning.
IPMU (1)
Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner
2018 B conf
Exploring Subsethood to Determine Firing Strength in Non-Singleton Fuzzy Logic Systems.
FUZZ-IEEE
Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner
2018 — conf
Interpretability and Complexity of Design in the Creation of Fuzzy Logic Systems - A User Study.
SSCI
Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria
2018 B conf
Noise Parameter Estimation for Non-Singleton Fuzzy Logic Systems.
SMC
Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner
2018 B conf
SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence.
FUZZ-IEEE
Timothy C. Havens, Anthony J. Pinar, Derek T. Anderson, Christian Wagner
2017 C conf
Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems.
IJCCI
Direnc Pekaslan, Shaily Kabir, Jonathan M. Garibaldi, Christian Wagner
2017 B conf
Efficient modeling and representation of agreement in interval-valued data.
FUZZ-IEEE
Timothy C. Havens, Christian Wagner, Derek T. Anderson
2017 B conf
Exploring the use of type-2 fuzzy sets in multi-criteria decision making based on TOPSIS.
FUZZ-IEEE
Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner
2017 B conf
Interpretability indices for hierarchical fuzzy systems.
FUZZ-IEEE
T. R. Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria
2017 B conf
Interval-valued sensory evaluation for customized beverage product formulation and continuous manufacturing.
FUZZ-IEEE
Svetlin Isaev, Mohannad Jreissat, Charalampos Makatsoris, Khaled Bachour, Josie McCulloch, Christian Wagner
2017 B conf
Linking sensory perceptions anc physical properties of orange drinks.
SMC
Josie McCulloch, Svetlin Isaev, Khaled Bachour, Mohannad Jreissat, Christian Wagner, Charalampos Makatsoris
2017 B conf
Novel similarity measure for interval-valued data based on overlapping ratio.
FUZZ-IEEE
Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson, Uwe Aickelin
2017 B conf
Similarity-based non-singleton fuzzy logic control for improved performance in UAVs.
FUZZ-IEEE
Changhong Fu, Andriy Sarabakha, Erdal Kayacan, Christian Wagner, Robert I. John, Jonathan M. Garibaldi
2017 B conf
The arithmetic recursive average as an instance of the recursive weighted power mean.
FUZZ-IEEE
Christian Wagner, Timothy C. Havens, Derek T. Anderson
2016 B conf
A comparative study on the control of quadcopter UAVs by using singleton and non-singleton fuzzy logic controllers.
FUZZ-IEEE
Changhong Fu, Andriy Sarabakha, Erdal Kayacan, Christian Wagner, Robert I. John, Jonathan M. Garibaldi
2016 B conf
A similarity-based inference engine for non-singleton fuzzy logic systems.
FUZZ-IEEE
Christian Wagner, Amir Pourabdollah, Josie McCulloch, Robert Ivor John, Jonathan M. Garibaldi
2016 J jnl
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework.
CoRR
Grazziela P. Figueredo, Christian Wagner, Jonathan M. Garibaldi, Uwe Aickelin
2016 B conf
An exploration of issues and limitations in current methods of TOPSIS and fuzzy TOPSIS.
FUZZ-IEEE
Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner
2016 J jnl
Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation.
CoRR
Javier Navarro, Christian Wagner, Uwe Aickelin
2016 B conf
Cancer subtype identification pipeline: A classifusion approach.
CEC
Utkarsh Agrawal, Daniele Soria, Christian Wagner
2016 B conf
Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems.
FUZZ-IEEE
Jabran Hussain Aladi, Christian Wagner, Amir Pourabdollah, Jonathan M. Garibaldi
2016 J jnl
Exploring Differences in Interpretation of Words Essential in Medical Expert-Patient Communication.
CoRR
Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford
2016 B conf
Exploring differences in interpretation of words essential in medical expert-patient communication.
FUZZ-IEEE
Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford
2016 — conf
Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems.
IPMU (1)
Leary Tomlin, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller
2016 J jnl
Improved Uncertainty Capture for Nonsingleton Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
Amir Pourabdollah, Christian Wagner, Jabran Hussain Aladi, Jonathan M. Garibaldi
2016 — conf
Improving security requirements adequacy.
SSCI
Hanan Hibshi, Travis D. Breaux, Christian Wagner
2016 B conf
Linking human and machine - towards consumer-driven automated manufacturing.
FUZZ-IEEE
Svetlin Isaev, Charalampos Makatsoris, Mohannad Jressiat, Christian Wagner
2016 — conf
Measuring Player's Behaviour Change over Time in Public Goods Game.
IntelliSys (2)
Polla Fattah, Uwe Aickelin, Christian Wagner
2016 J jnl
Measuring Player's Behaviour Change over Time in Public Goods Game.
CoRR
Polla Fattah, Uwe Aickelin, Christian Wagner
2016 — conf
Measuring agreement on linguistic expressions in medical treatment scenarios.
SSCI
Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford
2016 B conf
Measuring the similarity between zSlices general type-2 fuzzy sets with non-normal secondary membership functions.
FUZZ-IEEE
Josie McCulloch, Christian Wagner
2016 J jnl
Modelling Cyber-Security Experts' Decision Making Processes using Aggregation Operators.
CoRR
Simon Miller, Christian Wagner, Uwe Aickelin, Jonathan M. Garibaldi
2016 J jnl
Modelling cyber-security experts' decision making processes using aggregation operators.
Comput. Secur.
Simon Miller, Christian Wagner, Uwe Aickelin, Jonathan M. Garibaldi
2016 B conf
Modelling uncertainty in production processes using non-singleton fuzzification and fuzzy cognitive maps - a virgin olive oil case study.
FUZZ-IEEE
Pablo Cano Marchal, Christian Wagner, Javier Gámez García, Juan Gómez Ortega
2016 J jnl
Optimising Rule-Based Classification in Temporal Data.
CoRR
Polla Fattah, Uwe Aickelin, Christian Wagner
2015 B conf
"Give me what I want" - enabling complex queries on rich multi-attribute data.
FUZZ-IEEE
Josie McCulloch, Christian Wagner, Khaled Bachour, Tom Rodden
2015 B conf
A Comparison between Two Types of Fuzzy TOPSIS Method.
SMC
Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner
2015 B conf
A Simplified Method of FOU Design Utlising Simulated Annealing.
SMC
Jabran Hussain Aladi, Christian Wagner, Jonathan M. Garibaldi
2015 — conf
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework.
TrustCom/BigDataSE/ISPA (2)
Grazziela P. Figueredo, Christian Wagner, Jonathan M. Garibaldi, Uwe Aickelin
2015 — conf
Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation.
SSCI
Javier Navarro, Christian Wagner, Uwe Aickelin
2015 B conf
Changes under the hood - a new type of non-singleton fuzzy logic system.
FUZZ-IEEE
Amir Pourabdollah, Christian Wagner, Jabran Hussain Aladi
2015 J jnl
Data-Informed Fuzzy Measures for Fuzzy Integration of Intervals and Fuzzy Numbers.
IEEE Trans. Fuzzy Syst.
Timothy C. Havens, Derek T. Anderson, Christian Wagner
2015 J jnl
From Interval-Valued Data to General Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst.
Christian Wagner, Simon Miller, Jonathan M. Garibaldi, Derek T. Anderson, Timothy C. Havens
2015 B conf
Generating Uncertain Fuzzy Logic Rules from Surveys: Capturing Subjective Relationships between Variables from Human Experts.
SMC
Christian Wagner, Michael Smith, Ken Wallace, Amir Pourabdollah
2015 B conf
On transitioning from type-1 to interval type-2 fuzzy logic systems.
FUZZ-IEEE
Jabran Hussain Aladi, Christian Wagner, Jonathan M. Garibaldi, Amir Pourabdollah
2015 B conf
Real-world utility of non-singleton fuzzy logic systems: A case of environmental management.
FUZZ-IEEE
Amir Pourabdollah, Christian Wagner, Michael Smith, Ken Wallace
2015 — —
Towards better uncertainty handling based on zSlices and general type-2 fuzzy logic systems.
Christian Wagner
2014 J jnl
A Fuzzy Directional Distance Measure.
CoRR
Josie C. McCulloch, Chris J. Hinde, Christian Wagner, Uwe Aickelin
2014 B conf
A fuzzy directional distance measure.
FUZZ-IEEE
Josie C. McCulloch, Chris J. Hinde, Christian Wagner, Uwe Aickelin
2014 J jnl
Analysing Fuzzy Sets Through Combining Measures of Similarity and Distance.
CoRR
Josie McCulloch, Christian Wagner, Uwe Aickelin
2014 B conf
Analysing fuzzy sets through combining measures of similarity and distance.
FUZZ-IEEE
Josie McCulloch, Christian Wagner, Uwe Aickelin
2014 J jnl
Comparison of Distance Metrics for Hierarchical Data in Medical Databases.
CoRR
Diman Hassan, Uwe Aickelin, Christian Wagner
2014 B conf
Comparison of Distance metrics for hierarchical data in medical databases.
IJCNN
Diman Hassan, Uwe Aickelin, Christian Wagner
2014 B conf
Exploring statistical attributes obtained from fuzzy agreement models.
FUZZ-IEEE
Simon Miller, Christian Wagner, Jonathan M. Garibaldi
2014 J jnl
Extension of the Fuzzy Integral for General Fuzzy Set-Valued Information.
IEEE Trans. Fuzzy Syst.
Derek T. Anderson, Timothy C. Havens, Christian Wagner, James M. Keller, Melissa F. Anderson, Daniel J. Wescott
2014 B conf
Juzzy online: An online toolkit for the design, implementation, execution and sharing of Type-1 and Type-2 fuzzy logic systems.
FUZZ-IEEE
Christian Wagner, Mathieu Pierfitt, Josie McCulloch
2014 B conf
L-fuzzy inference.
FUZZ-IEEE
Jonathan M. Garibaldi, Christian Wagner
2014 — conf
Modeling urban road risky driving behaviors in China with multi-agent microscopic traffic simulation.
ITSC
Xia Li, Ruibin Bai, Peer-Olaf Siebers, Christian Wagner
2014 B conf
Towards data-driven environmental planning and policy design-leveraging fuzzy logic to operationalize a planning framework.
FUZZ-IEEE
Amir Pourabdollah, Christian Wagner, Simon Miller, Michael Smith, Ken Wallace
2014 B conf
Type-1 or interval type-2 fuzzy logic systems - On the relationship of the amount of uncertainty and FOU size.
FUZZ-IEEE
Jabran Hussain Aladi, Christian Wagner, Jonathan M. Garibaldi
2013 — conf
Comparison of crisp systems and fuzzy systems in agent-based simulation: A case study of soccer penalties.
UKCI
Tuong Manh Vu, Peer-Olaf Siebers, Christian Wagner
2013 J jnl
Creating Personalised Energy Plans. From Groups to Individuals using Fuzzy C Means Clustering.
CoRR
Ian Dent, Christian Wagner, Uwe Aickelin, Tom Rodden
2013 J jnl
Extending Similarity Measures of Interval Type-2 Fuzzy Sets to General Type-2 Fuzzy Sets.
CoRR
Josie McCulloch, Christian Wagner, Uwe Aickelin
2013 B conf
Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets.
FUZZ-IEEE
Josie McCulloch, Christian Wagner, Uwe Aickelin
2013 B conf
Fuzzy integrals of crowd-sourced intervals using a measure of generalized accord.
FUZZ-IEEE
Timothy C. Havens, Derek T. Anderson, Christian Wagner, Hanieh Deilamsalehy, Dereck Wonnacott
2013 B conf
Generalization of the Fuzzy Integral for discontinuous interval- and non-convex interval fuzzy set-valued inputs.
FUZZ-IEEE
Christian Wagner, Derek T. Anderson, Timothy C. Havens
2013 — conf
Indices for Introspection on the Choquet Integral.
WCSC
Stanton R. Price, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller
2013 — conf
Juzzy - A Java based toolkit for Type-2 Fuzzy Logic.
T2FUZZ
Christian Wagner
2013 J jnl
Measuring the Directional Distance Between Fuzzy Sets.
CoRR
Josie McCulloch, Christian Wagner, Uwe Aickelin
2013 — conf
Measuring the directional distance between fuzzy sets.
UKCI
Josie McCulloch, Christian Wagner, Uwe Aickelin
2013 J jnl
Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst.
Ana Belén Cara, Christian Wagner, Hani Hagras, Héctor Pomares, Ignacio Rojas
2013 B conf
Similarity based applications for data-driven concept and word models based on type-1 and type-2 fuzzy sets.
FUZZ-IEEE
Christian Wagner, Simon Miller, Jonathan M. Garibaldi
2013 J jnl
Special Issue on Computational Intelligence and Affective Computing [Guest Editorial].
IEEE Comput. Intell. Mag.
Dongrui Wu, Christian Wagner
2013 B conf
Towards a ground truth dataset for affect detection from physiological information.
Intelligent Environments (Workshops)
Patrick Moratori, Christian Wagner, Robert J. Houghton, Victoria Shipp, Jaspreet Johal, Peter Welch, Shakir Ali
2013 — ch.
zSlices Based General Type-2 Fuzzy Sets and Systems.
Advances in Type-2 Fuzzy Sets and Systems
Christian Wagner, Hani Hagras
2012 B conf
Constructing General Type-2 fuzzy sets from interval-valued data.
FUZZ-IEEE
Simon Miller, Christian Wagner, Jonathan M. Garibaldi, Susan Appleby
2012 B conf
Dynamic Profile-Selection for zSlices based type-2 fuzzy agents controlling multi-user Ambient Intelligent Environments.
FUZZ-IEEE
Aysenur Bilgin, James Dooley, Luke Whittington, Hani Hagras, Martin Henson, Christian Wagner, Areej Malibari, Abdullah Al-Malaise Al-Ghamdi, Mohammed J. Alhaddad, Daniyal M. Al-Ghazzawi
2012 J jnl
Emerging and adaptive fuzzy logic based behaviours in activity sphere centred ambient ecologies.
Pervasive Mob. Comput.
Christian Wagner, Christos Goumopoulos, Hani Hagras
2012 B conf
Extracting meta-measures from data for fuzzy aggregation of crowd sourced information.
FUZZ-IEEE
Christian Wagner, Derek T. Anderson
2012 B conf
Sugeno fuzzy integral generalizations for Sub-normal Fuzzy set-valued inputs.
FUZZ-IEEE
Derek T. Anderson, Timothy C. Havens, Christian Wagner, James M. Keller, Melissa F. Anderson, Daniel J. Wescott
2012 J jnl
Symbiotic Ecologies in Next Generation Ambient Intelligent Environments.
Int. J. Next Gener. Comput.
Hani Hagras, Christian Wagner, Achilles Kameas, Christos Goumopoulos, Apostolos Meliones, Lambrini Seremeti, Tobias Heinroth, Wolfgang Minker, Yacine Bellik, Gaëtan Pruvost
2012 J jnl
Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications.
IEEE Comput. Intell. Mag.
Hani Hagras, Christian Wagner
2011 B conf
A fuzzy toolbox for the R programming language.
FUZZ-IEEE
Christian Wagner, Simon Miller, Jonathan M. Garibaldi
2011 — conf
Employing zSlices based general type-2 fuzzy sets to model multi level agreement.
T2FUZZ
Christian Wagner, Hani Hagras
2011 — conf
FollowMe: The Persistent GUI.
PARELEC
James Dooley, Christian Wagner, Hani Hagras, Gaëtan Pruvost
2011 B conf
Interpreting fuzzy set operations and Multi Level Agreement in a Computing with Words context.
FUZZ-IEEE
Christian Wagner, Hani Hagras
2011 — conf
On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system.
T2FUZZ
Ana Belén Cara, Ignacio Rojas, Héctor Pomares, Christian Wagner, Hani Hagras
2010 B conf
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.
FUZZ-IEEE
Christian Wagner, Hani Hagras
2010 Misc conf
Fuzzy Composite Concepts based on human reasoning.
IRI
Christian Wagner, Hani Hagras
2010 J jnl
Toward General Type-2 Fuzzy Logic Systems Based on zSlices.
IEEE Trans. Fuzzy Syst.
Christian Wagner, Hani Hagras
2009 — conf
A Proposal for Realizing Adaptive Ambient Ecologies through an ontology-based Multi-Agent System.
IEEE IA
Tobias Heinroth, Achilles Kameas, Christian Wagner, Yacine Bellik
2009 J jnl
Interval Type-2 Fuzzy Logic Congestion Control for Video Streaming Across IP Networks.
IEEE Trans. Fuzzy Syst.
Emmanuel Jammeh, Martin Fleury, Christian Wagner, Hani Hagras, Mohammed Ghanbari
2009 — conf
Novel Methods for the Design of General Type-2 Fuzzy Sets based on Device Characteristics and Linguistic Labels Surveys.
IFSA/EUSFLAT Conf.
Christian Wagner, Hani Hagras
2009 B conf
zSlices based general type-2 FLC for the control of autonomous mobile robots in real world environments.
FUZZ-IEEE
Christian Wagner, Hani Hagras
2008 B conf
zSlices - towards bridging the gap between interval and general type-2 fuzzy logic.
FUZZ-IEEE
Christian Wagner, Hani Hagras
2007 B conf
A Genetic Algorithm Based Architecture for Evolving Type-2 Fuzzy Logic Controllers for Real World Autonomous Mobile Robots.
FUZZ-IEEE
Christian Wagner, Hani Hagras
2007 — ch.
Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots.
Analysis and Design of Intelligent Systems using Soft Computing Techniques
Christian Wagner, Hani Hagras