A Genetic Algorithm Based Architecture for Evolving Type-2 Fuzzy Logic Controllers for Real World Autonomous Mobile Robots. - Christian Wagner 002; Hani Hagras (FUZZ-IEEE, 2007)

Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots. - Christian Wagner 002; Hani Hagras (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

zSlices - towards bridging the gap between interval and general type-2 fuzzy logic. - Christian Wagner 002; Hani Hagras (FUZZ-IEEE, 2008)

Novel Methods for the Design of General Type-2 Fuzzy Sets based on Device Characteristics and Linguistic Labels Surveys. - Christian Wagner 002; Hani Hagras (IFSA/EUSFLAT Conf., 2009)

zSlices based general type-2 FLC for the control of autonomous mobile robots in real world environments. - Christian Wagner 002; Hani Hagras (FUZZ-IEEE, 2009)

A Proposal for Realizing Adaptive Ambient Ecologies through an ontology-based Multi-Agent System. - Tobias Heinroth; Achilles Kameas; Christian Wagner 002; Yacine Bellik (IEEE IA, 2009)

Interval Type-2 Fuzzy Logic Congestion Control for Video Streaming Across IP Networks. - Emmanuel Jammeh; Martin Fleury; Christian Wagner 002; Hani Hagras; Mohammed Ghanbari 001 (IEEE Trans. Fuzzy Syst., 2009)

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. - Christian Wagner 002; Hani Hagras (FUZZ-IEEE, 2010)

Fuzzy Composite Concepts based on human reasoning. - Christian Wagner 002; Hani Hagras (IRI, 2010)

Toward General Type-2 Fuzzy Logic Systems Based on zSlices. - Christian Wagner 002; Hani Hagras (IEEE Trans. Fuzzy Syst., 2010)

Interpreting fuzzy set operations and Multi Level Agreement in a Computing with Words context. - Christian Wagner 002; Hani Hagras (FUZZ-IEEE, 2011)

A fuzzy toolbox for the R programming language. - Christian Wagner 002; Simon Miller; Jonathan M. Garibaldi (FUZZ-IEEE, 2011)

FollowMe: The Persistent GUI. - James Dooley; Christian Wagner 002; Hani Hagras; Gaëtan Pruvost (PARELEC, 2011)

On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system. - Ana Belén Cara; Ignacio Rojas; Héctor Pomares; Christian Wagner 002; Hani Hagras (T2FUZZ, 2011)

Employing zSlices based general type-2 fuzzy sets to model multi level agreement. - Christian Wagner 002; Hani Hagras (T2FUZZ, 2011)

Sugeno fuzzy integral generalizations for Sub-normal Fuzzy set-valued inputs. - Derek T. Anderson; Timothy C. Havens; Christian Wagner 002; James M. Keller; Melissa F. Anderson; Daniel J. Wescott (FUZZ-IEEE, 2012)

Dynamic Profile-Selection for zSlices based type-2 fuzzy agents controlling multi-user Ambient Intelligent Environments. - Aysenur Bilgin; James Dooley; Luke Whittington; Hani Hagras; Martin Henson; Christian Wagner 002; Areej Malibari; Abdullah Al-Malaise Al-Ghamdi; Mohammed J. Alhaddad; Daniyal M. Al-Ghazzawi (FUZZ-IEEE, 2012)

Constructing General Type-2 fuzzy sets from interval-valued data. - Simon Miller; Christian Wagner 002; Jonathan M. Garibaldi; Susan Appleby (FUZZ-IEEE, 2012)

Extracting meta-measures from data for fuzzy aggregation of crowd sourced information. - Christian Wagner 002; Derek T. Anderson (FUZZ-IEEE, 2012)

Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications. - Hani Hagras; Christian Wagner 002 (IEEE Comput. Intell. Mag., 2012)

Symbiotic Ecologies in Next Generation Ambient Intelligent Environments. - Hani Hagras; Christian Wagner 002; Achilles Kameas; Christos Goumopoulos; Apostolos Meliones; Lambrini Seremeti; Tobias Heinroth; Wolfgang Minker; Yacine Bellik; Gaëtan Pruvost (Int. J. Next Gener. Comput., 2012)

Emerging and adaptive fuzzy logic based behaviours in activity sphere centred ambient ecologies. - Christian Wagner 002; Christos Goumopoulos; Hani Hagras (Pervasive Mob. Comput., 2012)

Fuzzy integrals of crowd-sourced intervals using a measure of generalized accord. - Timothy C. Havens; Derek T. Anderson; Christian Wagner 002; Hanieh Deilamsalehy; Dereck Wonnacott (FUZZ-IEEE, 2013)

Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets. - Josie McCulloch; Christian Wagner 002; Uwe Aickelin (FUZZ-IEEE, 2013)

Generalization of the Fuzzy Integral for discontinuous interval- and non-convex interval fuzzy set-valued inputs. - Christian Wagner 002; Derek T. Anderson; Timothy C. Havens (FUZZ-IEEE, 2013)

Similarity based applications for data-driven concept and word models based on type-1 and type-2 fuzzy sets. - Christian Wagner 002; Simon Miller; Jonathan M. Garibaldi (FUZZ-IEEE, 2013)

Towards a ground truth dataset for affect detection from physiological information. - Patrick Moratori; Christian Wagner 002; Robert J. Houghton; Victoria Shipp; Jaspreet Johal; Peter Welch; Shakir Ali (Intelligent Environments (Workshops), 2013)

Juzzy - A Java based toolkit for Type-2 Fuzzy Logic. - Christian Wagner 002 (T2FUZZ, 2013)

Measuring the directional distance between fuzzy sets. - Josie McCulloch; Christian Wagner 002; Uwe Aickelin (UKCI, 2013)

Comparison of crisp systems and fuzzy systems in agent-based simulation: A case study of soccer penalties. - Tuong Manh Vu; Peer-Olaf Siebers; Christian Wagner 002 (UKCI, 2013)

Indices for Introspection on the Choquet Integral. - Stanton R. Price; Derek T. Anderson; Christian Wagner 002; Timothy C. Havens; James M. Keller (WCSC, 2013)

Special Issue on Computational Intelligence and Affective Computing [Guest Editorial]. - Dongrui Wu; Christian Wagner 002 (IEEE Comput. Intell. Mag., 2013)

Creating Personalised Energy Plans. From Groups to Individuals using Fuzzy C Means Clustering. - Ian Dent; Christian Wagner 002; Uwe Aickelin; Tom Rodden (CoRR, 2013)

Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems. - Ana Belén Cara; Christian Wagner 002; Hani Hagras; Héctor Pomares; Ignacio Rojas (IEEE Trans. Fuzzy Syst., 2013)

zSlices Based General Type-2 Fuzzy Sets and Systems. - Christian Wagner 002; Hani Hagras (Advances in Type-2 Fuzzy Sets and Systems, 2013)

Type-1 or interval type-2 fuzzy logic systems - On the relationship of the amount of uncertainty and FOU size. - Jabran Hussain Aladi; Christian Wagner 002; Jonathan M. Garibaldi (FUZZ-IEEE, 2014)

L-fuzzy inference. - Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ-IEEE, 2014)

A fuzzy directional distance measure. - Josie C. McCulloch; Chris J. Hinde; Christian Wagner 002; Uwe Aickelin (FUZZ-IEEE, 2014)

Analysing fuzzy sets through combining measures of similarity and distance. - Josie McCulloch; Christian Wagner 002; Uwe Aickelin (FUZZ-IEEE, 2014)

Exploring statistical attributes obtained from fuzzy agreement models. - Simon Miller; Christian Wagner 002; Jonathan M. Garibaldi (FUZZ-IEEE, 2014)

Towards data-driven environmental planning and policy design-leveraging fuzzy logic to operationalize a planning framework. - Amir Pourabdollah; Christian Wagner 002; Simon Miller; Michael Smith 004; Ken Wallace (FUZZ-IEEE, 2014)

Juzzy online: An online toolkit for the design, implementation, execution and sharing of Type-1 and Type-2 fuzzy logic systems. - Christian Wagner 002; Mathieu Pierfitt; Josie McCulloch (FUZZ-IEEE, 2014)

Comparison of Distance metrics for hierarchical data in medical databases. - Diman Hassan; Uwe Aickelin; Christian Wagner 002 (IJCNN, 2014)

Modeling urban road risky driving behaviors in China with multi-agent microscopic traffic simulation. - Xia Li 002; Ruibin Bai; Peer-Olaf Siebers; Christian Wagner 002 (ITSC, 2014)

Extension of the Fuzzy Integral for General Fuzzy Set-Valued Information. - Derek T. Anderson; Timothy C. Havens; Christian Wagner 002; James M. Keller; Melissa F. Anderson; Daniel J. Wescott (IEEE Trans. Fuzzy Syst., 2014)

On transitioning from type-1 to interval type-2 fuzzy logic systems. - Jabran Hussain Aladi; Christian Wagner 002; Jonathan M. Garibaldi; Amir Pourabdollah (FUZZ-IEEE, 2015)

"Give me what I want" - enabling complex queries on rich multi-attribute data. - Josie McCulloch; Christian Wagner 002; Khaled Bachour; Tom Rodden (FUZZ-IEEE, 2015)

Changes under the hood - a new type of non-singleton fuzzy logic system. - Amir Pourabdollah; Christian Wagner 002; Jabran Hussain Aladi (FUZZ-IEEE, 2015)

Real-world utility of non-singleton fuzzy logic systems: A case of environmental management. - Amir Pourabdollah; Christian Wagner 002; Michael Smith 004; Ken Wallace (FUZZ-IEEE, 2015)

A Simplified Method of FOU Design Utlising Simulated Annealing. - Jabran Hussain Aladi; Christian Wagner 002; Jonathan M. Garibaldi (SMC, 2015)

A Comparison between Two Types of Fuzzy TOPSIS Method. - Elissa Nadia Madi; Jonathan M. Garibaldi; Christian Wagner 002 (SMC, 2015)

Generating Uncertain Fuzzy Logic Rules from Surveys: Capturing Subjective Relationships between Variables from Human Experts. - Christian Wagner 002; Michael Smith 004; Ken Wallace; Amir Pourabdollah (SMC, 2015)

Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation. - Javier Navarro; Christian Wagner 002; Uwe Aickelin (SSCI, 2015)

Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework. - Grazziela P. Figueredo; Christian Wagner 002; Jonathan M. Garibaldi; Uwe Aickelin (TrustCom/BigDataSE/ISPA (2), 2015)

Data-Informed Fuzzy Measures for Fuzzy Integration of Intervals and Fuzzy Numbers. - Timothy C. Havens; Derek T. Anderson; Christian Wagner 002 (IEEE Trans. Fuzzy Syst., 2015)

From Interval-Valued Data to General Type-2 Fuzzy Sets. - Christian Wagner 002; Simon Miller; Jonathan M. Garibaldi; Derek T. Anderson; Timothy C. Havens (IEEE Trans. Fuzzy Syst., 2015)

Towards better uncertainty handling based on zSlices and general type-2 fuzzy logic systems. - Christian Wagner 002 (2015)

Cancer subtype identification pipeline: A classifusion approach. - Utkarsh Agrawal; Daniele Soria; Christian Wagner 002 (CEC, 2016)

Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems. - Jabran Hussain Aladi; Christian Wagner 002; Amir Pourabdollah; Jonathan M. Garibaldi (FUZZ-IEEE, 2016)

A comparative study on the control of quadcopter UAVs by using singleton and non-singleton fuzzy logic controllers. - Changhong Fu 001; Andriy Sarabakha; Erdal Kayacan; Christian Wagner 002; Robert I. John; Jonathan M. Garibaldi (FUZZ-IEEE, 2016)

Linking human and machine - towards consumer-driven automated manufacturing. - Svetlin Isaev; Charalampos Makatsoris; Mohannad Jressiat; Christian Wagner 002 (FUZZ-IEEE, 2016)

An exploration of issues and limitations in current methods of TOPSIS and fuzzy TOPSIS. - Elissa Nadia Madi; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ-IEEE, 2016)

Modelling uncertainty in production processes using non-singleton fuzzification and fuzzy cognitive maps - a virgin olive oil case study. - Pablo Cano Marchal; Christian Wagner 002; Javier Gámez García; Juan Gómez Ortega (FUZZ-IEEE, 2016)

Measuring the similarity between zSlices general type-2 fuzzy sets with non-normal secondary membership functions. - Josie McCulloch; Christian Wagner 002 (FUZZ-IEEE, 2016)

Exploring differences in interpretation of words essential in medical expert-patient communication. - Javier Navarro; Christian Wagner 002; Uwe Aickelin; Lynsey Green; Robert Ashford (FUZZ-IEEE, 2016)

A similarity-based inference engine for non-singleton fuzzy logic systems. - Christian Wagner 002; Amir Pourabdollah; Josie McCulloch; Robert Ivor John; Jonathan M. Garibaldi (FUZZ-IEEE, 2016)

Measuring Player's Behaviour Change over Time in Public Goods Game. - Polla Fattah; Uwe Aickelin; Christian Wagner 002 (IntelliSys (2), 2016)

Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems. - Leary Tomlin; Derek T. Anderson; Christian Wagner 002; Timothy C. Havens; James M. Keller (IPMU (1), 2016)

Improving security requirements adequacy. - Hanan Hibshi; Travis D. Breaux; Christian Wagner 002 (SSCI, 2016)

Measuring agreement on linguistic expressions in medical treatment scenarios. - Javier Navarro; Christian Wagner 002; Uwe Aickelin; Lynsey Green; Robert Ashford (SSCI, 2016)

Modelling cyber-security experts' decision making processes using aggregation operators. - Simon Miller; Christian Wagner 002; Uwe Aickelin; Jonathan M. Garibaldi (Comput. Secur., 2016)

Optimising Rule-Based Classification in Temporal Data. - Polla Fattah; Uwe Aickelin; Christian Wagner 002 (CoRR, 2016)

Improved Uncertainty Capture for Nonsingleton Fuzzy Systems. - Amir Pourabdollah; Christian Wagner 002; Jabran Hussain Aladi; Jonathan M. Garibaldi (IEEE Trans. Fuzzy Syst., 2016)

Similarity-based non-singleton fuzzy logic control for improved performance in UAVs. - Changhong Fu 001; Andriy Sarabakha; Erdal Kayacan; Christian Wagner 002; Robert I. John; Jonathan M. Garibaldi (FUZZ-IEEE, 2017)

Efficient modeling and representation of agreement in interval-valued data. - Timothy C. Havens; Christian Wagner 002; Derek T. Anderson (FUZZ-IEEE, 2017)

Interval-valued sensory evaluation for customized beverage product formulation and continuous manufacturing. - Svetlin Isaev; Mohannad Jreissat; Charalampos Makatsoris; Khaled Bachour; Josie McCulloch; Christian Wagner 002 (FUZZ-IEEE, 2017)

Novel similarity measure for interval-valued data based on overlapping ratio. - Shaily Kabir; Christian Wagner 002; Timothy C. Havens; Derek T. Anderson; Uwe Aickelin (FUZZ-IEEE, 2017)

Exploring the use of type-2 fuzzy sets in multi-criteria decision making based on TOPSIS. - Elissa Nadia Madi; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ-IEEE, 2017)

Interpretability indices for hierarchical fuzzy systems. - T. R. Razak; Jonathan M. Garibaldi; Christian Wagner 002; Amir Pourabdollah; Daniele Soria (FUZZ-IEEE, 2017)

The arithmetic recursive average as an instance of the recursive weighted power mean. - Christian Wagner 002; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2017)

Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems. - Direnc Pekaslan; Shaily Kabir; Jonathan M. Garibaldi; Christian Wagner 002 (IJCCI, 2017)

Linking sensory perceptions anc physical properties of orange drinks. - Josie McCulloch; Svetlin Isaev; Khaled Bachour; Mohannad Jreissat; Christian Wagner 002; Charalampos Makatsoris (SMC, 2017)

SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence. - Timothy C. Havens; Anthony J. Pinar; Derek T. Anderson; Christian Wagner 002 (FUZZ-IEEE, 2018)

A Bidirectional Subsethood Based Similarity Measure for Fuzzy Sets. - Shaily Kabir; Christian Wagner 002; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2018)

Exploring Subsethood to Determine Firing Strength in Non-Singleton Fuzzy Logic Systems. - Direnc Pekaslan; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ-IEEE, 2018)

Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms. - Utkarsh Agrawal; Anthony J. Pinar; Christian Wagner 002; Timothy C. Havens; Daniele Soria; Jonathan M. Garibaldi (IPMU (1), 2018)

Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. - Muhammad Aminul Islam; Derek T. Anderson; Xiaoxiao Du 001; Timothy C. Havens; Christian Wagner 002 (IPMU (1), 2018)

Noise Parameter Estimation for Non-Singleton Fuzzy Logic Systems. - Direnc Pekaslan; Jonathan M. Garibaldi; Christian Wagner 002 (SMC, 2018)

A Multivalued Emotion Lexicon Created and Evaluated by the Crowd. - Giannis Haralabopoulos; Christian Wagner 002; Derek McAuley; Elena Simperl (SNAMS, 2018)

Interpretability and Complexity of Design in the Creation of Fuzzy Logic Systems - A User Study. - Tajul Rosli Bin Razak; Jonathan M. Garibaldi; Christian Wagner 002; Amir Pourabdollah; Daniele Soria (SSCI, 2018)

A Human Factors Approach to Exploring the Experience of Group Trip Planning from the Perspective of Intragroup Interaction. - Lanyun Zhang; Xu Sun 002; Christian Wagner 002 (Int. J. Hum. Comput. Interact., 2018)

Exploring How Component Factors and Their Uncertainty Affect Judgements of Risk in Cyber-Security. - Zack Ellerby; Josie McCulloch; Melanie Wilson; Christian Wagner 002 (CRITIS, 2019)

Fuzzy Integral Driven Ensemble Classification using A Priori Fuzzy Measures. - Utkarsh Agrawal; Christian Wagner 002; Jonathan M. Garibaldi; Daniele Soria (FUZZ-IEEE, 2019)

DECSYS - Discrete and Ellipse-based response Capture SYStem. - Zack Ellerby; Josie McCulloch; John Young; Christian Wagner 002 (FUZZ-IEEE, 2019)

Measuring Similarity Between Discontinuous Intervals - Challenges and Solutions. - Shaily Kabir; Christian Wagner 002; Timothy C. Havens; Derek T. Anderson (FUZZ-IEEE, 2019)

On Comparing and Selecting Approaches to Model Interval-Valued Data as Fuzzy Sets. - Josie McCulloch; Zack Ellerby; Christian Wagner 002 (FUZZ-IEEE, 2019)

Measuring Inter-group Agreement on zSlice Based General Type-2 Fuzzy Sets. - Javier Navarro; Christian Wagner 002 (FUZZ-IEEE, 2019)

Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels. - Direnc Pekaslan; Christian Wagner 002; Jonathan M. Garibaldi (FUZZ-IEEE, 2019)

A Measure of Structural Complexity of Hierarchical Fuzzy Systems Adapted from Software Engineering. - Tajul Rosli Bin Razak; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ-IEEE, 2019)

Paid Crowdsourcing, Low Income Contributors, and Subjectivity. - Giannis Haralabopoulos; Christian Wagner 002; Derek McAuley; Ioannis Anagnostopoulos (AIAI (Workshops), 2019)

Towards Real-Time Heavy Goods Vehicle Driving Behaviour Classification in the United Kingdom. - Utkarsh Agrawal; Jimiama Mafeni Mase; Grazziela P. Figueredo; Christian Wagner 002; Mohammad Mesgarpour; Robert I. John (ITSC, 2019)

Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles. - Utkarsh Agrawal; Daniele Soria; Christian Wagner 002; Jonathan M. Garibaldi; Ian O. Ellis; John M. S. Bartlett; David Cameron; Emad A. Rakha; Andrew R. Green (Artif. Intell. Medicine, 2019)

Agent-Based Simulation Modelling for Reflecting on Consequences of Digital Mental Health. - Daniel Stroud; Christian Wagner 002; Peer-Olaf Siebers (CoRR, 2019)

Exploring the group holiday decision-making process with the support of technology. - Lanyun Zhang; Xu Sun 002; Christian Wagner 002 (Inf. Process. Manag., 2019)

ABOOMS: Overcoming the Hurdles of Continuous-Time Public Goods Games with a Simulation-Based Approach. - Tuong Manh Vu; Christian Wagner 002; Peer-Olaf Siebers (J. Artif. Soc. Soc. Simul., 2019)

Measuring the Directional or Non-directional Distance Between Type-1 and Type-2 Fuzzy Sets With Complex Membership Functions. - Josie McCulloch; Christian Wagner 002 (IEEE Trans. Fuzzy Syst., 2019)

Identifying Heavy Goods Vehicle Driving Styles in the United Kingdom. - Grazziela P. Figueredo; Utkarsh Agrawal; Jimiama M. M. Mase; Mohammad Mesgarpour; Christian Wagner 002; Daniele Soria; Jonathan M. Garibaldi; Peer-Olaf Siebers; Robert I. John (IEEE Trans. Intell. Transp. Syst., 2019)

Uncertainty-Aware Forecasting of Renewable Energy Sources. - Direnc Pekaslan; Christian Wagner 002; Jonathan M. Garibaldi; Luis G. Marin; Doris Sáez (BigComp, 2020)

Juzzy Constrained: Software for Constrained Interval Type-2 Fuzzy Sets and Systems in Java. - Pasquale D'Alterio; Jonathan M. Garibaldi; Robert I. John; Christian Wagner 002 (FUZZ-IEEE, 2020)

Insights from interval-valued ratings of consumer products - a DECSYS appraisal. - Zack Ellerby; Oliver Miles; Josie McCulloch; Christian Wagner 002 (FUZZ-IEEE, 2020)

Choosing Sample Sizes for Statistical Measures on Interval-Valued Data. - Josie McCulloch; Zack Ellerby; Christian Wagner 002 (FUZZ-IEEE, 2020)

An Improved Complexity Measure in Hierarchical Fuzzy Systems. - Tajul Rosli Bin Razak; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ-IEEE, 2020)

A Bidirectional Subsethood Based Fuzzy Measure for Aggregation of Interval-Valued Data. - Shaily Kabir; Christian Wagner 002 (IPMU (2), 2020)

Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both? - Direnc Pekaslan; Chao Chen 007; Christian Wagner 002; Jonathan M. Garibaldi (IPMU (1), 2020)

A Generic Ensemble Based Deep Convolutional Neural Network for Semi-Supervised Medical Image Segmentation. - Ruizhe Li 005; Christian Wagner 002; Xin Chen 003; Dorothee Auer (ISBI, 2020)

Capturing Individuals' Uncertainties-On Establishing the Validity of an Interval-Valued Survey Response Mode. - Zack Ellerby; Christian Wagner 002; Stephen B. Broomell (CoRR, 2020)

Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders. - Humberto Bustince; Cédric Marco-Detchart; Javier Fernández 002; Christian Wagner 002; Jonathan M. Garibaldi; Zdenko Takác (Fuzzy Sets Syst., 2020)

On the choice of similarity measures for type-2 fuzzy sets. - Josie McCulloch; Christian Wagner 002 (Inf. Sci., 2020)

A Similarity Measure Based on Bidirectional Subsethood for Intervals. - Shaily Kabir; Christian Wagner 002; Timothy Craig Havens; Derek T. Anderson (IEEE Trans. Fuzzy Syst., 2020)

On the Relationship Between Similarity Measures and Thresholds of Statistical Significance in the Context of Comparing Fuzzy Sets. - Josie McCulloch; Zack Ellerby; Christian Wagner 002 (IEEE Trans. Fuzzy Syst., 2020)

ADONiS - Adaptive Online Nonsingleton Fuzzy Logic Systems. - Direnc Pekaslan; Christian Wagner 002; Jonathan M. Garibaldi (IEEE Trans. Fuzzy Syst., 2020)

An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems. - Chao Chen 007; Yu Zhao; Christian Wagner 002; Direnc Pekaslan; Jonathan M. Garibaldi (FUZZ-IEEE, 2021)

Do People Prefer to Give Interval-Valued or Point Estimates and Why? - Zack Ellerby; Christian Wagner 002 (FUZZ-IEEE, 2021)

A Fuzzy Logic-Based Trust Estimation in Edge-Enabled Vehicular Ad Hoc Networks. - Md. Mahmudul Hasan; Mosarrat Jahan; Shaily Kabir; Christian Wagner 002 (FUZZ-IEEE, 2021)

Interval-Valued Regression - Sensitivity to Data Set Features. - Shaily Kabir; Christian Wagner 002 (FUZZ-IEEE, 2021)

Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction. - Arthur Caio Vargas Pinto; Petrônio C. L. Silva; Frederico G. Guimarães; Christian Wagner 002; Eduardo P. de Aguiar (FUZZ-IEEE, 2021)

Designing the Hierarchical Fuzzy Systems Via FuzzyR Toolbox. - Tajul Rosli Bin Razak; Chao Chen 007; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ-IEEE, 2021)

Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI. - Ruizhe Li 005; Matteo Bastiani; Dorothee Auer; Christian Wagner 002; Xin Chen 003 (MIUA, 2021)

Learning Causal Fuzzy Logic Rules by Leveraging Markov Blankets. - Te Zhang; Christian Wagner 002 (SMC, 2021)

Compositional Linear Regression on Interval-valued Data. - Direnc Pekaslan; Christian Wagner 002 (SSCI, 2021)

Towards Handling Uncertainty-at-Source in AI - A Review and Next Steps for Interval Regression. - Shaily Kabir; Christian Wagner 002; Zack Ellerby (CoRR, 2021)

A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems. - Pasquale D'Alterio; Jonathan M. Garibaldi; Robert I. John; Christian Wagner 002 (IEEE Trans. Fuzzy Syst., 2021)

Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems - A Participatory Design Approach. - Tajul Rosli Bin Razak; Jonathan M. Garibaldi; Christian Wagner 002; Amir Pourabdollah; Daniele Soria (IEEE Trans. Fuzzy Syst., 2021)

Does Permitting Uncertain Estimates Help or Hinder the Wisdom of Crowds? - Zack Ellerby; Christian Wagner 002 (FUZZ-IEEE, 2022)

Visualization of Interval Regression for Facilitating Data and Model Insight. - Shaily Kabir; Christian Wagner 002 (FUZZ-IEEE, 2022)

Alpha-cut based compositional representation of fuzzy sets and exploration of associated fuzzy set regression. - Direnc Pekaslan; Christian Wagner 002 (FUZZ-IEEE, 2022)

Modelling Hierarchical Fuzzy Systems for Mango Grading via FuzzyR Toolkit. - Tajul Rosli Bin Razak; Nurul Hanan Anuar; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ-IEEE, 2022)

Counterfactual rule generation for fuzzy rule-based classification systems. - Te Zhang; Christian Wagner 002; Jonathan M. Garibaldi (FUZZ-IEEE, 2022)

A New evolving Fuzzy System with Mechanisms to Deal With Uncertainties in Times Series Forecasting. - Kaike Sa Teles Rocha Alves; Direnc Pekaslan; Christian Wagner 002; Eduardo Pestana de Aguiar (LA-CCI, 2022)

Feature Importance Identification for Time Series Classifiers. - Han Meng; Christian Wagner 002; Isaac Triguero (SMC, 2022)

JuzzyPy - A Python Library to Create Type - 1, Interval Type-2 and General Type-2 Fuzzy Logic Systems. - Mohammad Sameer Ahmad; Christian Wagner 002 (SSCI, 2022)

Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach. - Arthur Caio Vargas Pinto; Thiago E. Fernandes; Petrônio C. L. Silva; Frederico G. Guimarães; Christian Wagner 002; Eduardo Pestana de Aguiar (Evol. Syst., 2022)

A Constrained Parametric Approach for Modeling Uncertain Data. - Pasquale D'Alterio; Jonathan M. Garibaldi; Christian Wagner 002 (IEEE Trans. Fuzzy Syst., 2022)

Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets. - Laura De Miguel; Regivan H. N. Santiago; Christian Wagner 002; Jonathan M. Garibaldi; Zdenko Takác; Antonio-Francisco Roldán-López-de-Hierro; Humberto Bustince (IEEE Trans. Fuzzy Syst., 2022)

Driving Risk Assessment Using Intervals and Weighted Fuzzy Rules. - Jimiama M. M. Mase; Peter Chapman; Christian Wagner 002; Grazziela P. Figueredo (FUZZ, 2023)

An Initial Step Towards Stable Explanations for Multivariate Time Series Classifiers with LIME. - Han Meng; Christian Wagner 002; Isaac Triguero (FUZZ, 2023)

Decomposing Conventional Fuzzy Logic Systems to Hierarchical Fuzzy Systems. - Tajul Rosli Bin Razak; Nor Hanimah Kamis; Nurul Hanan Anuar; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ, 2023)

A Restricted Parametrized Model for Interval-Valued Regression. - Jingda Ying; Shaily Kabir; Christian Wagner 002 (FUZZ, 2023)

Towards Causal Fuzzy System Rules Using Causal Direction. - Te Zhang; Jingda Ying; Christian Wagner 002; Jonathan M. Garibaldi (FUZZ, 2023)

The Joint Weighted Average (JWA) Operator. - Stephen B. Broomell; Christian Wagner 002 (CoRR, 2023)

The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond. - 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; et al. (CoRR, 2023)

Explaining time series classifiers through meaningful perturbation and optimisation. - Han Meng; Christian Wagner 002; Isaac Triguero (Inf. Sci., 2023)

A Comprehensive Guideline to Design Interpretable Hierarchical Fuzzy Systems. - Tajul Rosli Bin Razak; Jonathan M. Garibaldi; Christian Wagner 002 (FUZZ, 2024)

Generating Locally Relevant Explanations Using Causal Rule Discovery. - Te Zhang; Christian Wagner 002 (FUZZ, 2024)

Interval Agreement Weighted Average - Sensitivity to Data Set Features. - Yu Zhao; Christian Wagner 002; Brendan Ryan; Direnc Pekaslan; Javier Navarro (FUZZ, 2024)

MrRegNet: Multi-Resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations. - Ruizhe Li 005; Grazziela P. Figueredo; Dorothee Auer; Christian Wagner 002; Xin Chen 003 (ISBI, 2024)

Gradient-based Fuzzy System Optimisation via Automatic Differentiation - FuzzyR as a Use Case. - Chao Chen 007; Christian Wagner 002; Jonathan M. Garibaldi (CoRR, 2024)

SEGAL time series classification - Stable explanations using a generative model and an adaptive weighting method for LIME. - Han Meng; Christian Wagner 002; Isaac Triguero (Neural Networks, 2024)

Toward Handling Uncertainty-At-Source in AI - A Review and Next Steps for Interval Regression. - Shaily Kabir; Christian Wagner 002; Zack Ellerby (IEEE Trans. Artif. Intell., 2024)

Breaking Boundaries Initiative: Workshop on Industry-Academia Collaboration [Technical Activities]. - Marcin Pietrasik; Anna Wilbik; Paul Grefen; Christian Wagner 002; Luis Magdalena (IEEE Comput. Intell. Mag., 2024)

IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]. - Christian Wagner 002 (IEEE Comput. Intell. Mag., 2024)

Explain the World - Using Causality to Facilitate Better Rules for Fuzzy Systems. - Te Zhang; Christian Wagner 002; Jonathan M. Garibaldi (IEEE Trans. Fuzzy Syst., 2024)