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ORCIDChristian Wagner 0002
Person information
- affiliation: University of Nottingham, School of Computer Science, UK
- affiliation: Carnegie Mellon University, Department of Social and Decision Sciences, Pittsburgh, PA, USA
- affiliation: Michigan Technological University, Institute of Computing and Cybersystems, Houghton, MI, USA
- affiliation (PhD 2009): University of Essex, Department of Computer Science, Colchester, UK
Other persons with the same name
- Christian Wagner — disambiguation page
- Christian Wagner 0001
![[0000-0003-0907-8552]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-0907-8552")
— City University of Hong Kong, School of Creative Media (and 2 more) - Christian Wagner 0003 — University of Bonn, Institutre of Computer Science, Germany
- Christian Wagner 0004 — evolaris next level, Graz, Austria
- Christian Wagner 0005 — University of Potsdam, Germany
- Christian Wagner 0006 — ETH Zurich, Institute for Operations Research, Switzerland (and 1 more)
- Christian Wagner 0007 — FZ Jülich, Peter Grünberg Institute (PGI), Germany
- Christian Wagner 0008 — Biomax Informatics AG, Martinsried, Germany
- Christian Wagner 0009 — Austrian Institute of Technology, Vienna, Austria
- Christian Wagner 0010 — University of Kaiserslautern, Germany
- Christian Wagner 0011 — Saarland University, Department of Experimental Physics, Saarbrücken, Germany (and 1 more)
- Christian Wagner 0012 — Chemnitz University of Technology, Center for Microtechnology, Germany
- Christian Wagner 0013 — Vienna Graduate School of Finance, VGSF, Austria (and 1 more)
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2020 – today
- 2024
[j34]Christian Wagner:
IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]. IEEE Comput. Intell. Mag. 19(1): 7-8 (2024)- [j33]Marcin Pietrasik, Anna Wilbik, Paul Grefen, Christian Wagner, Luis Magdalena:
Breaking Boundaries Initiative: Workshop on Industry-Academia Collaboration [Technical Activities]. IEEE Comput. Intell. Mag. 19(1): 16-19 (2024) - [j32]Han Meng, Christian Wagner, Isaac Triguero:
SEGAL time series classification - Stable explanations using a generative model and an adaptive weighting method for LIME. Neural Networks 176: 106345 (2024) - [j31]Shaily Kabir, Christian Wagner, Zack Ellerby:
Toward Handling Uncertainty-At-Source in AI - A Review and Next Steps for Interval Regression. IEEE Trans. Artif. Intell. 5(1): 3-22 (2024) - [j30]Te Zhang, Christian Wagner, Jonathan M. Garibaldi:
Explain the World - Using Causality to Facilitate Better Rules for Fuzzy Systems. IEEE Trans. Fuzzy Syst. 32(12): 6671-6683 (2024) - [c117]Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner:
A Comprehensive Guideline to Design Interpretable Hierarchical Fuzzy Systems. FUZZ 2024: 1-7 - [c116]Te Zhang, Christian Wagner:
Generating Locally Relevant Explanations Using Causal Rule Discovery. FUZZ 2024: 1-8 - [c115]Yu Zhao, Christian Wagner, Brendan Ryan, Direnc Pekaslan, Javier Navarro:
Interval Agreement Weighted Average - Sensitivity to Data Set Features. FUZZ 2024: 1-8 - [c114]Ruizhe Li, Grazziela P. Figueredo, Dorothee Auer, Christian Wagner, Xin Chen:
MrRegNet: Multi-Resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations. ISBI 2024: 1-5 - [e6]Herwig Unger, Jinseok Chae, Young-Koo Lee, Christian Wagner, Chaokun Wang, Mehdi Bennis, Mahasak Ketcham, Young-Kyoon Suh, Hyuk-Yoon Kwon:
IEEE International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024. IEEE 2024, ISBN 979-8-3503-7002-7 [contents] - [i24]Chao Chen, Christian Wagner, Jonathan M. Garibaldi:
Gradient-based Fuzzy System Optimisation via Automatic Differentiation - FuzzyR as a Use Case. CoRR abs/2403.12308 (2024) - [i23]Ruizhe Li, Grazziela P. Figueredo, Dorothee Auer, Christian Wagner, Xin Chen:
MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations. CoRR abs/2405.10068 (2024) - 2023
- [j29]Han Meng, Christian Wagner, Isaac Triguero:
Explaining time series classifiers through meaningful perturbation and optimisation. Inf. Sci. 645: 119334 (2023) - [c113]Jimiama M. M. Mase, Peter Chapman, Christian Wagner, Grazziela P. Figueredo:
Driving Risk Assessment Using Intervals and Weighted Fuzzy Rules. FUZZ 2023: 1-6 - [c112]Han Meng, Christian Wagner, Isaac Triguero:
An Initial Step Towards Stable Explanations for Multivariate Time Series Classifiers with LIME. FUZZ 2023: 1-6 - [c111]Tajul Rosli Bin Razak, Nor Hanimah Kamis, Nurul Hanan Anuar, Jonathan M. Garibaldi, Christian Wagner:
Decomposing Conventional Fuzzy Logic Systems to Hierarchical Fuzzy Systems. FUZZ 2023: 1-7 - [c110]Jingda Ying, Shaily Kabir, Christian Wagner:
A Restricted Parametrized Model for Interval-Valued Regression. FUZZ 2023: 1-7 - [c109]Te Zhang, Jingda Ying, Christian Wagner, Jonathan M. Garibaldi:
Towards Causal Fuzzy System Rules Using Causal Direction. FUZZ 2023: 1-6 - [i22]Stephen B. Broomell, Christian Wagner:
The Joint Weighted Average (JWA) Operator. CoRR abs/2302.11885 (2023) - [i21]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:
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond. CoRR abs/2311.04007 (2023) - 2022
- [j28]Arthur Caio Vargas Pinto, Thiago E. Fernandes, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo Pestana de Aguiar:
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach. Evol. Syst. 13(5): 703-721 (2022) - [j27]Pasquale D'Alterio, Jonathan M. Garibaldi, Christian Wagner:
A Constrained Parametric Approach for Modeling Uncertain Data. IEEE Trans. Fuzzy Syst. 30(9): 3967-3978 (2022) - [j26]Laura De Miguel, Regivan H. N. Santiago, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác, Antonio-Francisco Roldán-López-de-Hierro, Humberto Bustince:
Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 30(9): 4005-4016 (2022) - [c108]Zack Ellerby, Christian Wagner:
Does Permitting Uncertain Estimates Help or Hinder the Wisdom of Crowds? FUZZ-IEEE 2022: 1-7 - [c107]Shaily Kabir, Christian Wagner:
Visualization of Interval Regression for Facilitating Data and Model Insight. FUZZ-IEEE 2022: 1-8 - [c106]Direnc Pekaslan, Christian Wagner:
Alpha-cut based compositional representation of fuzzy sets and exploration of associated fuzzy set regression. FUZZ-IEEE 2022: 1-7 - [c105]Tajul Rosli Bin Razak, Nurul Hanan Anuar, Jonathan M. Garibaldi, Christian Wagner:
Modelling Hierarchical Fuzzy Systems for Mango Grading via FuzzyR Toolkit. FUZZ-IEEE 2022: 1-8 - [c104]Te Zhang, Christian Wagner, Jonathan M. Garibaldi:
Counterfactual rule generation for fuzzy rule-based classification systems. FUZZ-IEEE 2022: 1-8 - [c103]Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Christian Wagner, Eduardo Pestana de Aguiar:
A New evolving Fuzzy System with Mechanisms to Deal With Uncertainties in Times Series Forecasting. LA-CCI 2022: 1-6 - [c102]Han Meng, Christian Wagner, Isaac Triguero:
Feature Importance Identification for Time Series Classifiers. SMC 2022: 3293-3298 - [c101]Mohammad Sameer Ahmad, Christian Wagner:
JuzzyPy - A Python Library to Create Type - 1, Interval Type-2 and General Type-2 Fuzzy Logic Systems. SSCI 2022: 735-742 - [e5]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:
IEEE International Conference on Big Data and Smart Computing, BigComp 2022, Daegu, Korea, Republic of, January 17-20, 2022. IEEE 2022, ISBN 978-1-6654-2197-3 [contents] - [e4]Thomas Bäck, Bas van Stein, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Faiyaz Doctor, Joaquim Filipe, Kevin Warwick, Janusz Kacprzyk:
Proceedings of the 14th International Joint Conference on Computational Intelligence, IJCCI 2022, Valletta, Malta, October 24-26, 2022. SCITEPRESS 2022, ISBN 978-989-758-611-8 [contents] - 2021
- [j25]Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria:
Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems - A Participatory Design Approach. IEEE Trans. Fuzzy Syst. 29(5): 1160-1172 (2021) - [j24]Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John, Christian Wagner:
A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems. IEEE Trans. Fuzzy Syst. 29(11): 3323-3333 (2021) - [c100]Chao Chen, Yu Zhao, Christian Wagner, Direnc Pekaslan, Jonathan M. Garibaldi:
An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems. FUZZ-IEEE 2021: 1-6 - [c99]Zack Ellerby, Christian Wagner:
Do People Prefer to Give Interval-Valued or Point Estimates and Why? FUZZ-IEEE 2021: 1-6 - [c98]Md. Mahmudul Hasan, Mosarrat Jahan, Shaily Kabir, Christian Wagner:
A Fuzzy Logic-Based Trust Estimation in Edge-Enabled Vehicular Ad Hoc Networks. FUZZ-IEEE 2021: 1-8 - [c97]Shaily Kabir, Christian Wagner:
Interval-Valued Regression - Sensitivity to Data Set Features. FUZZ-IEEE 2021: 1-7 - [c96]Arthur Caio Vargas Pinto, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo P. de Aguiar:
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction. FUZZ-IEEE 2021: 1-6 - [c95]Tajul Rosli Bin Razak, Chao Chen, Jonathan M. Garibaldi, Christian Wagner:
Designing the Hierarchical Fuzzy Systems Via FuzzyR Toolbox. FUZZ-IEEE 2021: 1-6 - [c94]Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen:
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI. MIUA 2021: 350-360 - [c93]Te Zhang, Christian Wagner:
Learning Causal Fuzzy Logic Rules by Leveraging Markov Blankets. SMC 2021: 2794-2799 - [c92]Direnc Pekaslan, Christian Wagner:
Compositional Linear Regression on Interval-valued Data. SSCI 2021: 1-8 - [e3]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:
IEEE International Conference on Big Data and Smart Computing, BigComp 2021, Jeju Island, South Korea, January 17-20, 2021. IEEE 2021, ISBN 978-1-7281-8924-6 [contents] - [e2]Thomas Bäck, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Juan Julián Merelo, Kevin Warwick:
Proceedings of the 13th International Joint Conference on Computational Intelligence, IJCCI 2021, Online Streaming, October 25-27, 2021. SCITEPRESS 2021, ISBN 978-989-758-534-0 [contents] - [i20]Shaily Kabir, Christian Wagner, Zack Ellerby:
Towards Handling Uncertainty-at-Source in AI - A Review and Next Steps for Interval Regression. CoRR abs/2104.07245 (2021) - [i19]Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen:
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI. CoRR abs/2108.01659 (2021) - 2020
- [j23]Humberto Bustince, Cédric Marco-Detchart, Javier Fernández, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác:
Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders. Fuzzy Sets Syst. 390: 23-47 (2020) - [j22]Josie McCulloch, Christian Wagner:
On the choice of similarity measures for type-2 fuzzy sets. Inf. Sci. 510: 135-154 (2020) - [j21]Josie McCulloch, Zack Ellerby, Christian Wagner:
On the Relationship Between Similarity Measures and Thresholds of Statistical Significance in the Context of Comparing Fuzzy Sets. IEEE Trans. Fuzzy Syst. 28(8): 1785-1798 (2020) - [j20]Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi:
ADONiS - Adaptive Online Nonsingleton Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 28(10): 2302-2312 (2020) - [j19]Shaily Kabir, Christian Wagner, Timothy Craig Havens, Derek T. Anderson:
A Similarity Measure Based on Bidirectional Subsethood for Intervals. IEEE Trans. Fuzzy Syst. 28(11): 2890-2904 (2020) - [c91]Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi, Luis G. Marin, Doris Sáez:
Uncertainty-Aware Forecasting of Renewable Energy Sources. BigComp 2020: 240-246 - [c90]Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John, Christian Wagner:
Juzzy Constrained: Software for Constrained Interval Type-2 Fuzzy Sets and Systems in Java. FUZZ-IEEE 2020: 1-8 - [c89]Zack Ellerby, Oliver Miles, Josie McCulloch, Christian Wagner:
Insights from interval-valued ratings of consumer products - a DECSYS appraisal. FUZZ-IEEE 2020: 1-8 - [c88]Josie McCulloch, Zack Ellerby, Christian Wagner:
Choosing Sample Sizes for Statistical Measures on Interval-Valued Data. FUZZ-IEEE 2020: 1-7 - [c87]Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner:
An Improved Complexity Measure in Hierarchical Fuzzy Systems. FUZZ-IEEE 2020: 1-8 - [c86]Direnc Pekaslan, Chao Chen, Christian Wagner, Jonathan M. Garibaldi:
Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both? IPMU (1) 2020: 571-584 - [c85]Shaily Kabir, Christian Wagner:
A Bidirectional Subsethood Based Fuzzy Measure for Aggregation of Interval-Valued Data. IPMU (2) 2020: 603-617 - [c84]Ruizhe Li, Christian Wagner, Xin Chen, Dorothee Auer:
A Generic Ensemble Based Deep Convolutional Neural Network for Semi-Supervised Medical Image Segmentation. ISBI 2020: 1168-1172 - [e1]Juan Julián Merelo Guervós, Jonathan M. Garibaldi, Christian Wagner, Thomas Bäck, Kurosh Madani, Kevin Warwick:
Proceedings of the 12th International Joint Conference on Computational Intelligence, IJCCI 2020, Budapest, Hungary, November 2-4, 2020. SCITEPRESS 2020, ISBN 978-989-758-475-6 [contents] - [i18]Ruizhe Li, Dorothee Auer, Christian Wagner, Xin Chen:
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation. CoRR abs/2004.07995 (2020) - [i17]Zack Ellerby, Christian Wagner, Stephen B. Broomell:
Capturing Individuals' Uncertainties-On Establishing the Validity of an Interval-Valued Survey Response Mode. CoRR abs/2009.08456 (2020) - [i16]Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford:
Measuring agreement on linguistic expressions in medical treatment scenarios. CoRR abs/2011.07693 (2020)
2010 – 2019
- 2019
- [j18]Utkarsh Agrawal, Daniele Soria, Christian Wagner, Jonathan M. Garibaldi, Ian O. Ellis, John M. S. Bartlett, David Cameron, Emad A. Rakha, Andrew R. Green:
Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles. Artif. Intell. Medicine 97: 27-37 (2019) - [j17]Lanyun Zhang, Xu Sun, Christian Wagner:
Exploring the group holiday decision-making process with the support of technology. Inf. Process. Manag. 56(4): 1409-1424 (2019) - [j16]Tuong Manh Vu, Christian Wagner, Peer-Olaf Siebers:
ABOOMS: Overcoming the Hurdles of Continuous-Time Public Goods Games with a Simulation-Based Approach. J. Artif. Soc. Soc. Simul. 22(2) (2019) - [j15]Josie McCulloch, Christian Wagner:
Measuring the Directional or Non-directional Distance Between Type-1 and Type-2 Fuzzy Sets With Complex Membership Functions. IEEE Trans. Fuzzy Syst. 27(7): 1506-1515 (2019) - [j14]Grazziela P. Figueredo, Utkarsh Agrawal, Jimiama M. M. Mase, Mohammad Mesgarpour, Christian Wagner, Daniele Soria, Jonathan M. Garibaldi, Peer-Olaf Siebers, Robert I. John:
Identifying Heavy Goods Vehicle Driving Styles in the United Kingdom. IEEE Trans. Intell. Transp. Syst. 20(9): 3324-3336 (2019) - [c83]Zack Ellerby, Josie McCulloch, Melanie Wilson, Christian Wagner:
Exploring How Component Factors and Their Uncertainty Affect Judgements of Risk in Cyber-Security. CRITIS 2019: 31-42 - [c82]Utkarsh Agrawal, Christian Wagner, Jonathan M. Garibaldi, Daniele Soria:
Fuzzy Integral Driven Ensemble Classification using A Priori Fuzzy Measures. FUZZ-IEEE 2019: 1-7 - [c81]Zack Ellerby, Josie McCulloch, John Young, Christian Wagner:
DECSYS - Discrete and Ellipse-based response Capture SYStem. FUZZ-IEEE 2019: 1-6 - [c80]Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson:
Measuring Similarity Between Discontinuous Intervals - Challenges and Solutions. FUZZ-IEEE 2019: 1-7 - [c79]Josie McCulloch, Zack Ellerby, Christian Wagner:
On Comparing and Selecting Approaches to Model Interval-Valued Data as Fuzzy Sets. FUZZ-IEEE 2019: 1-6 - [c78]Javier Navarro, Christian Wagner:
Measuring Inter-group Agreement on zSlice Based General Type-2 Fuzzy Sets. FUZZ-IEEE 2019: 1-7 - [c77]Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi:
Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels. FUZZ-IEEE 2019: 1-7 - [c76]Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner:
A Measure of Structural Complexity of Hierarchical Fuzzy Systems Adapted from Software Engineering. FUZZ-IEEE 2019: 1-7 - [c75]Giannis Haralabopoulos, Christian Wagner, Derek McAuley, Ioannis Anagnostopoulos:
Paid Crowdsourcing, Low Income Contributors, and Subjectivity. AIAI (Workshops) 2019: 225-231 - [c74]Utkarsh Agrawal, Jimiama Mafeni Mase, Grazziela P. Figueredo, Christian Wagner, Mohammad Mesgarpour, Robert I. John:
Towards Real-Time Heavy Goods Vehicle Driving Behaviour Classification in the United Kingdom. ITSC 2019: 2330-2336 - [i15]Daniel Stroud, Christian Wagner, Peer-Olaf Siebers:
Agent-Based Simulation Modelling for Reflecting on Consequences of Digital Mental Health. CoRR abs/1902.01642 (2019) - [i14]Javier Navarro, Christian Wagner:
Measuring Inter-group Agreement on zSlice Based General Type-2 Fuzzy Sets. CoRR abs/1907.04679 (2019) - [i13]Zack Ellerby, Josie McCulloch, Melanie Wilson, Christian Wagner:
Exploring how Component Factors and their Uncertainty Affect Judgements of Risk in Cyber-Security. CoRR abs/1910.00703 (2019) - 2018
- [j13]Lanyun Zhang, Xu Sun, Christian Wagner:
A Human Factors Approach to Exploring the Experience of Group Trip Planning from the Perspective of Intragroup Interaction. Int. J. Hum. Comput. Interact. 34(7): 640-652 (2018) - [c73]Timothy C. Havens, Anthony J. Pinar, Derek T. Anderson, Christian Wagner:
SPFI: Shape-Preserving Choquet Fuzzy Integral for Non-Normal Fuzzy Set-Valued Evidence. FUZZ-IEEE 2018: 1-6 - [c72]Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson:
A Bidirectional Subsethood Based Similarity Measure for Fuzzy Sets. FUZZ-IEEE 2018: 1-7 - [c71]Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner:
Exploring Subsethood to Determine Firing Strength in Non-Singleton Fuzzy Logic Systems. FUZZ-IEEE 2018: 1-8 - [c70]Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner:
Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. IPMU (1) 2018: 115-126 - [c69]Utkarsh Agrawal, Anthony J. Pinar, Christian Wagner, Timothy C. Havens, Daniele Soria, Jonathan M. Garibaldi:
Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms. IPMU (1) 2018: 329-341 - [c68]Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner:
Noise Parameter Estimation for Non-Singleton Fuzzy Logic Systems. SMC 2018: 2960-2965 - [c67]Giannis Haralabopoulos, Christian Wagner, Derek McAuley, Elena Simperl:
A Multivalued Emotion Lexicon Created and Evaluated by the Crowd. SNAMS 2018: 355-362 - [c66]Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria:
Interpretability and Complexity of Design in the Creation of Fuzzy Logic Systems - A User Study. SSCI 2018: 420-426 - 2017
- [c65]Changhong Fu, Andriy Sarabakha, Erdal Kayacan, Christian Wagner, Robert I. John, Jonathan M. Garibaldi:
Similarity-based non-singleton fuzzy logic control for improved performance in UAVs. FUZZ-IEEE 2017: 1-6 - [c64]Timothy C. Havens, Christian Wagner, Derek T. Anderson:
Efficient modeling and representation of agreement in interval-valued data. FUZZ-IEEE 2017: 1-6 - [c63]Svetlin Isaev, Mohannad Jreissat, Charalampos Makatsoris, Khaled Bachour, Josie McCulloch, Christian Wagner:
Interval-valued sensory evaluation for customized beverage product formulation and continuous manufacturing. FUZZ-IEEE 2017: 1-6 - [c62]Shaily Kabir, Christian Wagner, Timothy C. Havens, Derek T. Anderson, Uwe Aickelin:
Novel similarity measure for interval-valued data based on overlapping ratio. FUZZ-IEEE 2017: 1-6 - [c61]Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner:
Exploring the use of type-2 fuzzy sets in multi-criteria decision making based on TOPSIS. FUZZ-IEEE 2017: 1-6 - [c60]T. R. Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria:
Interpretability indices for hierarchical fuzzy systems. FUZZ-IEEE 2017: 1-6 - [c59]Christian Wagner, Timothy C. Havens, Derek T. Anderson:
The arithmetic recursive average as an instance of the recursive weighted power mean. FUZZ-IEEE 2017: 1-6 - [c58]Direnc Pekaslan, Shaily Kabir, Jonathan M. Garibaldi, Christian Wagner:
Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems. IJCCI 2017: 83-90 - [c57]Josie McCulloch, Svetlin Isaev, Khaled Bachour, Mohannad Jreissat, Christian Wagner, Charalampos Makatsoris:
Linking sensory perceptions anc physical properties of orange drinks. SMC 2017: 1511-1516 - 2016
- [j12]Simon Miller, Christian Wagner, Uwe Aickelin, Jonathan M. Garibaldi:
Modelling cyber-security experts' decision making processes using aggregation operators. Comput. Secur. 62: 229-245 (2016) - [j11]Amir Pourabdollah, Christian Wagner, Jabran Hussain Aladi, Jonathan M. Garibaldi:
Improved Uncertainty Capture for Nonsingleton Fuzzy Systems. IEEE Trans. Fuzzy Syst. 24(6): 1513-1524 (2016) - [c56]Utkarsh Agrawal, Daniele Soria, Christian Wagner:
Cancer subtype identification pipeline: A classifusion approach. CEC 2016: 2858-2865 - [c55]Christian Wagner, Amir Pourabdollah, Josie McCulloch, Robert Ivor John, Jonathan M. Garibaldi:
A similarity-based inference engine for non-singleton fuzzy logic systems. FUZZ-IEEE 2016: 316-323 - [c54]Josie McCulloch, Christian Wagner:
Measuring the similarity between zSlices general type-2 fuzzy sets with non-normal secondary membership functions. FUZZ-IEEE 2016: 461-468 - [c53]Changhong Fu, Andriy Sarabakha, Erdal Kayacan, Christian Wagner, Robert I. John, Jonathan M. Garibaldi:
A comparative study on the control of quadcopter UAVs by using singleton and non-singleton fuzzy logic controllers. FUZZ-IEEE 2016: 1023-1030 - [c52]Pablo Cano Marchal, Christian Wagner, Javier Gámez García, Juan Gómez Ortega:
Modelling uncertainty in production processes using non-singleton fuzzification and fuzzy cognitive maps - a virgin olive oil case study. FUZZ-IEEE 2016: 1173-1180 - [c51]Svetlin Isaev, Charalampos Makatsoris, Mohannad Jressiat, Christian Wagner:
Linking human and machine - towards consumer-driven automated manufacturing. FUZZ-IEEE 2016: 1789-1796 - [c50]Jabran Hussain Aladi, Christian Wagner, Amir Pourabdollah, Jonathan M. Garibaldi:
Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems. FUZZ-IEEE 2016: 2043-2050 - [c49]Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner:
An exploration of issues and limitations in current methods of TOPSIS and fuzzy TOPSIS. FUZZ-IEEE 2016: 2098-2105 - [c48]Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford:
Exploring differences in interpretation of words essential in medical expert-patient communication. FUZZ-IEEE 2016: 2157-2164 - [c47]Polla Fattah, Uwe Aickelin, Christian Wagner:
Measuring Player's Behaviour Change over Time in Public Goods Game. IntelliSys (2) 2016: 1039-1052 - [c46]Leary Tomlin, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller:
Fuzzy Integral for Rule Aggregation in Fuzzy Inference Systems. IPMU (1) 2016: 78-90 - [c45]Hanan Hibshi, Travis D. Breaux, Christian Wagner:
Improving security requirements adequacy. SSCI 2016: 1-8 - [c44]Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford:
Measuring agreement on linguistic expressions in medical treatment scenarios. SSCI 2016: 1-8 - [i12]Grazziela P. Figueredo, Christian Wagner, Jonathan M. Garibaldi, Uwe Aickelin:
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework. CoRR abs/1607.05895 (2016) - [i11]Polla Fattah, Uwe Aickelin, Christian Wagner:
Optimising Rule-Based Classification in Temporal Data. CoRR abs/1607.05913 (2016) - [i10]Javier Navarro, Christian Wagner, Uwe Aickelin:
Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation. CoRR abs/1607.06186 (2016) - [i9]Javier Navarro, Christian Wagner, Uwe Aickelin, Lynsey Green, Robert Ashford:
Exploring Differences in Interpretation of Words Essential in Medical Expert-Patient Communication. CoRR abs/1607.06187 (2016) - [i8]Simon Miller, Christian Wagner, Uwe Aickelin, Jonathan M. Garibaldi:
Modelling Cyber-Security Experts' Decision Making Processes using Aggregation Operators. CoRR abs/1608.08497 (2016) - [i7]Polla Fattah, Uwe Aickelin, Christian Wagner:
Measuring Player's Behaviour Change over Time in Public Goods Game. CoRR abs/1609.02672 (2016) - 2015
- [b1]Christian Wagner:
Towards better uncertainty handling based on zSlices and general type-2 fuzzy logic systems. University of Essex, Colchester, UK, 2015 - [j10]Christian Wagner, Simon Miller, Jonathan M. Garibaldi, Derek T. Anderson, Timothy C. Havens:
From Interval-Valued Data to General Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 23(2): 248-269 (2015) - [j9]Timothy C. Havens, Derek T. Anderson, Christian Wagner:
Data-Informed Fuzzy Measures for Fuzzy Integration of Intervals and Fuzzy Numbers. IEEE Trans. Fuzzy Syst. 23(5): 1861-1875 (2015) - [c43]Jabran Hussain Aladi, Christian Wagner, Jonathan M. Garibaldi, Amir Pourabdollah:
On transitioning from type-1 to interval type-2 fuzzy logic systems. FUZZ-IEEE 2015: 1-8 - [c42]Josie McCulloch, Christian Wagner, Khaled Bachour, Tom Rodden:
"Give me what I want" - enabling complex queries on rich multi-attribute data. FUZZ-IEEE 2015: 1-9 - [c41]Amir Pourabdollah, Christian Wagner, Jabran Hussain Aladi:
Changes under the hood - a new type of non-singleton fuzzy logic system. FUZZ-IEEE 2015: 1-8 - [c40]Amir Pourabdollah, Christian Wagner, Michael Smith, Ken Wallace:
Real-world utility of non-singleton fuzzy logic systems: A case of environmental management. FUZZ-IEEE 2015: 1-8 - [c39]Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner:
A Comparison between Two Types of Fuzzy TOPSIS Method. SMC 2015: 291-297 - [c38]Christian Wagner, Michael Smith, Ken Wallace, Amir Pourabdollah:
Generating Uncertain Fuzzy Logic Rules from Surveys: Capturing Subjective Relationships between Variables from Human Experts. SMC 2015: 2033-2038 - [c37]Jabran Hussain Aladi, Christian Wagner, Jonathan M. Garibaldi:
A Simplified Method of FOU Design Utlising Simulated Annealing. SMC 2015: 2255-2261 - [c36]Javier Navarro, Christian Wagner, Uwe Aickelin:
Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation. SSCI 2015: 1816-1823 - [c35]Grazziela P. Figueredo, Christian Wagner, Jonathan M. Garibaldi, Uwe Aickelin:
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework. TrustCom/BigDataSE/ISPA (2) 2015: 128-135 - 2014
- [j8]Derek T. Anderson, Timothy C. Havens, Christian Wagner, James M. Keller, Melissa F. Anderson, Daniel J. Wescott:
Extension of the Fuzzy Integral for General Fuzzy Set-Valued Information. IEEE Trans. Fuzzy Syst. 22(6): 1625-1639 (2014) - [c34]Josie C. McCulloch, Chris J. Hinde, Christian Wagner, Uwe Aickelin:
A fuzzy directional distance measure. FUZZ-IEEE 2014: 141-148 - [c33]Josie McCulloch, Christian Wagner, Uwe Aickelin:
Analysing fuzzy sets through combining measures of similarity and distance. FUZZ-IEEE 2014: 155-162 - [c32]Jonathan M. Garibaldi, Christian Wagner:
L-fuzzy inference. FUZZ-IEEE 2014: 583-590 - [c31]Simon Miller, Christian Wagner, Jonathan M. Garibaldi:
Exploring statistical attributes obtained from fuzzy agreement models. FUZZ-IEEE 2014: 792-799 - [c30]Amir Pourabdollah, Christian Wagner, Simon Miller, Michael Smith, Ken Wallace:
Towards data-driven environmental planning and policy design-leveraging fuzzy logic to operationalize a planning framework. FUZZ-IEEE 2014: 2230-2237 - [c29]Christian Wagner, Mathieu Pierfitt, Josie McCulloch:
Juzzy online: An online toolkit for the design, implementation, execution and sharing of Type-1 and Type-2 fuzzy logic systems. FUZZ-IEEE 2014: 2321-2328 - [c28]Jabran Hussain Aladi, Christian Wagner, Jonathan M. Garibaldi:
Type-1 or interval type-2 fuzzy logic systems - On the relationship of the amount of uncertainty and FOU size. FUZZ-IEEE 2014: 2360-2367 - [c27]Diman Hassan, Uwe Aickelin, Christian Wagner:
Comparison of Distance metrics for hierarchical data in medical databases. IJCNN 2014: 3636-3643 - [c26]Xia Li, Ruibin Bai, Peer-Olaf Siebers, Christian Wagner:
Modeling urban road risky driving behaviors in China with multi-agent microscopic traffic simulation. ITSC 2014: 1740-1745 - [i6]Josie C. McCulloch, Chris J. Hinde, Christian Wagner, Uwe Aickelin:
A Fuzzy Directional Distance Measure. CoRR abs/1409.1045 (2014) - [i5]Josie McCulloch, Christian Wagner, Uwe Aickelin:
Analysing Fuzzy Sets Through Combining Measures of Similarity and Distance. CoRR abs/1409.1046 (2014) - [i4]Diman Hassan, Uwe Aickelin, Christian Wagner:
Comparison of Distance Metrics for Hierarchical Data in Medical Databases. CoRR abs/1409.1055 (2014) - 2013
- [j7]Dongrui Wu, Christian Wagner:
Special Issue on Computational Intelligence and Affective Computing [Guest Editorial]. IEEE Comput. Intell. Mag. 8(2): 17-19 (2013) - [j6]Ana Belén Cara, Christian Wagner, Hani Hagras, Héctor Pomares, Ignacio Rojas:
Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 21(3): 459-476 (2013) - [c25]Timothy C. Havens, Derek T. Anderson, Christian Wagner, Hanieh Deilamsalehy, Dereck Wonnacott:
Fuzzy integrals of crowd-sourced intervals using a measure of generalized accord. FUZZ-IEEE 2013: 1-8 - [c24]Josie McCulloch, Christian Wagner, Uwe Aickelin:
Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets. FUZZ-IEEE 2013: 1-8 - [c23]Christian Wagner, Derek T. Anderson, Timothy C. Havens:
Generalization of the Fuzzy Integral for discontinuous interval- and non-convex interval fuzzy set-valued inputs. FUZZ-IEEE 2013: 1-8 - [c22]Christian Wagner, Simon Miller, Jonathan M. Garibaldi:
Similarity based applications for data-driven concept and word models based on type-1 and type-2 fuzzy sets. FUZZ-IEEE 2013: 1-9 - [c21]Patrick Moratori, Christian Wagner, Robert J. Houghton, Victoria Shipp, Jaspreet Johal, Peter Welch, Shakir Ali:
Towards a ground truth dataset for affect detection from physiological information. Intelligent Environments (Workshops) 2013: 128-136 - [c20]Christian Wagner:
Juzzy - A Java based toolkit for Type-2 Fuzzy Logic. T2FUZZ 2013: 45-52 - [c19]Josie McCulloch, Christian Wagner, Uwe Aickelin:
Measuring the directional distance between fuzzy sets. UKCI 2013: 38-45 - [c18]Tuong Manh Vu, Peer-Olaf Siebers, Christian Wagner:
Comparison of crisp systems and fuzzy systems in agent-based simulation: A case study of soccer penalties. UKCI 2013: 54-61 - [c17]Stanton R. Price, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller:
Indices for Introspection on the Choquet Integral. WCSC 2013: 261-271 - [p2]Christian Wagner, Hani Hagras:
zSlices Based General Type-2 Fuzzy Sets and Systems. Advances in Type-2 Fuzzy Sets and Systems 2013: 65-80 - [i3]Ian Dent, Christian Wagner, Uwe Aickelin, Tom Rodden:
Creating Personalised Energy Plans. From Groups to Individuals using Fuzzy C Means Clustering. CoRR abs/1307.1385 (2013) - [i2]Josie McCulloch, Christian Wagner, Uwe Aickelin:
Extending Similarity Measures of Interval Type-2 Fuzzy Sets to General Type-2 Fuzzy Sets. CoRR abs/1308.5136 (2013) - [i1]Josie McCulloch, Christian Wagner, Uwe Aickelin:
Measuring the Directional Distance Between Fuzzy Sets. CoRR abs/1308.5137 (2013) - 2012
- [j5]Hani Hagras, Christian Wagner:
Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications. IEEE Comput. Intell. Mag. 7(3): 14-24 (2012) - [j4]Hani Hagras, Christian Wagner, Achilles Kameas, Christos Goumopoulos, Apostolos Meliones, Lambrini Seremeti, Tobias Heinroth, Wolfgang Minker, Yacine Bellik, Gaëtan Pruvost:
Symbiotic Ecologies in Next Generation Ambient Intelligent Environments. Int. J. Next Gener. Comput. 3(1) (2012) - [j3]Christian Wagner, Christos Goumopoulos, Hani Hagras:
Emerging and adaptive fuzzy logic based behaviours in activity sphere centred ambient ecologies. Pervasive Mob. Comput. 8(4): 500-521 (2012) - [c16]Derek T. Anderson, Timothy C. Havens, Christian Wagner, James M. Keller, Melissa F. Anderson, Daniel J. Wescott:
Sugeno fuzzy integral generalizations for Sub-normal Fuzzy set-valued inputs. FUZZ-IEEE 2012: 1-8 - [c15]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:
Dynamic Profile-Selection for zSlices based type-2 fuzzy agents controlling multi-user Ambient Intelligent Environments. FUZZ-IEEE 2012: 1-8 - [c14]Simon Miller, Christian Wagner, Jonathan M. Garibaldi, Susan Appleby:
Constructing General Type-2 fuzzy sets from interval-valued data. FUZZ-IEEE 2012: 1-8 - [c13]Christian Wagner, Derek T. Anderson:
Extracting meta-measures from data for fuzzy aggregation of crowd sourced information. FUZZ-IEEE 2012: 1-8 - 2011
- [c12]Christian Wagner, Simon Miller, Jonathan M. Garibaldi:
A fuzzy toolbox for the R programming language. FUZZ-IEEE 2011: 1185-1192 - [c11]Christian Wagner, Hani Hagras:
Interpreting fuzzy set operations and Multi Level Agreement in a Computing with Words context. FUZZ-IEEE 2011: 2139-2146 - [c10]James Dooley, Christian Wagner, Hani Hagras, Gaëtan Pruvost:
FollowMe: The Persistent GUI. PARELEC 2011: 123-126 - [c9]Christian Wagner, Hani Hagras:
Employing zSlices based general type-2 fuzzy sets to model multi level agreement. T2FUZZ 2011: 50-57 - [c8]Ana Belén Cara, Ignacio Rojas, Héctor Pomares, Christian Wagner, Hani Hagras:
On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system. T2FUZZ 2011: 126-133 - 2010
- [j2]Christian Wagner, Hani Hagras:
Toward General Type-2 Fuzzy Logic Systems Based on zSlices. IEEE Trans. Fuzzy Syst. 18(4): 637-660 (2010) - [c7]Christian Wagner, Hani Hagras:
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 2010: 1-8 - [c6]Christian Wagner, Hani Hagras:
Fuzzy Composite Concepts based on human reasoning. IRI 2010: 308-313
2000 – 2009
- 2009
- [j1]Emmanuel Jammeh, Martin Fleury, Christian Wagner, Hani Hagras, Mohammed Ghanbari:
Interval Type-2 Fuzzy Logic Congestion Control for Video Streaming Across IP Networks. IEEE Trans. Fuzzy Syst. 17(5): 1123-1142 (2009) - [c5]Christian Wagner, Hani Hagras:
Novel Methods for the Design of General Type-2 Fuzzy Sets based on Device Characteristics and Linguistic Labels Surveys. IFSA/EUSFLAT Conf. 2009: 537-543 - [c4]Christian Wagner, Hani Hagras:
zSlices based general type-2 FLC for the control of autonomous mobile robots in real world environments. FUZZ-IEEE 2009: 718-725 - [c3]Tobias Heinroth, Achilles Kameas, Christian Wagner, Yacine Bellik:
A Proposal for Realizing Adaptive Ambient Ecologies through an ontology-based Multi-Agent System. IEEE IA 2009: 47-54 - 2008
- [c2]Christian Wagner, Hani Hagras:
zSlices - towards bridging the gap between interval and general type-2 fuzzy logic. FUZZ-IEEE 2008: 489-497 - 2007
- [c1]Christian Wagner, Hani Hagras:
A Genetic Algorithm Based Architecture for Evolving Type-2 Fuzzy Logic Controllers for Real World Autonomous Mobile Robots. FUZZ-IEEE 2007: 1-6 - [p1]Christian Wagner, Hani Hagras:
Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 16-25
Coauthor Index
Derek Anderson
aka: Derek T. Anderson
aka: Derek T. Anderson
Grazziela Patrocinio Figueredo
aka: Grazziela P. Figueredo
aka: Grazziela P. Figueredo
[j30] [c117] [i24] [c111] [c109] [j27] [j26] [c105] [c104] [e4] [j25] [j24] [c100] [c95] [e2] [j23] [j20] [c91] [c90] [c87] [c86] [e1] [j18] [j14] [c82] [c77] [c76] [c71] [c69] [c68] [c66] [c65] [c61] [c60] [c58] [j12] [j11] [c55] [c53] [c50] [c49] [i12] [i8] [j10] [c43] [c39] [c37] [c35] [c32] [c31] [c28] [c22] [c14] [c12]
Timothy C. Havens
aka: Timothy Craig Havens
aka: Timothy Craig Havens
Josie McCulloch
aka: Josie C. McCulloch
aka: Josie C. McCulloch
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