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Haralabopoulos, Giannis, Wagner, Christian, McAuley, Derek and Simperl, Elena (2018) A multivalued emotion lexicon created and evaluated by the crowd. In: The Fifth International Conference on Social Networks Analysis, Management and Security, 15-18 Oct 2018, Valencia, Spain.

Razak, Tajul Rosli, Garibaldi, Jonathan M., Wagner, Christian, Pourabdollah, Amir and Soria, Daniele (2018) Interpretability and complexity of design in the creation of fuzzy logic systems: a user study. In: 2018 IEEE Symposium Series on Computational Intelligence (IEEE-SSCI 2018), 18-21 November 2018, Bengaluru, India. (Unpublished)

Kabir, Shaily, Wagner, Christian, Havens, Timothy C. and Anderson, Derek T. (2018) A bidirectional subsethood based similarity measure for fuzzy sets. In: IEEE World Congress on Computational Intelligence (WCCI 2018), 8-13 July 2018, Rio de Janeiro, Brazil.

Pekaslan, Direnc, Garibaldi, Jonathan M. and Wagner, Christian (2018) Exploring subsethood to determine firing strength in non-singleton fuzzy logic systems. In: IEEE World Congress on Computational Intelligence (WCCI 2018), 8-13 July 2018, Rio de Janeiro, Brazil.

Havens, Timothy C., Pinar, Anthony J., Anderson, Derek T. and Wagner, Christian (2018) SPFI: shape-preserving Choquet fuzzy integral for non-normal fuzzy set-valued evidence. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2018), 8-12 Jul 2018, Rio de Janeiro, Brazil.

Pekaslan, Direnc, Garibaldi, Jonathan M. and Wagner, Christian (2018) Noise parameter estimation for non-singleton fuzzy logic systems. In: IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018), 7-10 October 2018, Miyazaki, Japan. (Submitted)

Agrawal, Utkarsh, Pinar, Anthony J., Wagner, Christian, Havens, Timothy C., Soria, Daniele and Garibaldi, Jonathan M. (2018) Comparison of fuzzy integral-fuzzy measure based ensemble algorithms with the state-of-the-art ensemble algorithms. In: 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), 11-15 June 2018, Cadiz, Spain.

Islam, Muhammad Aminul, Anderson, Derek T., Du, Xiaoxiao, Havens, Timothy C. and Wagner, Christian (2018) Efficient binary fuzzy measure representation and Choquet integral learning. In: 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018, 11-15 June 2018, Cadiz, Spain.

Fu, Changhong, Sarabakha, Andriy, Kayacan, Erdal, Wagner, Christian, John, Robert and Garibaldi, Jonathan M. (2018) Input uncertainty sensitivity enhanced non-singleton fuzzy logic controllers for long-term navigation of quadrotor UAVs. IEEE/ASME Transactions on Mechatronics, 23 (2). pp. 725-734. ISSN 1083-4435

Pekaslan, Direnc, Garibaldi, Jonathan M. and Wagner, Christian (2017) Determining firing strengths through a novel similarity measure to enhance uncertainty handling in non-singleton fuzzy logic systems. In: International Joint Conference on Computational Intelligence (IJCCI 2017), 1-3 November 2017, Madeira, Portugal.

McCulloch, Josie, Isaev, Svetlin, Bachour, Khaled, Jreissat, Mohannad, Wagner, Christian and Makatsoris, Charalampos (2017) Linking sensory perceptions and physical properties of orange drinks. In: IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2017), 5-8 October 2017, Banff, Canada.

Razak, T.R., Garibaldi, Jonathan M., Wagner, Christian, Pourabdollah, Amir and Soria, Daniele (2017) Interpretability indices for hierarchical fuzzy systems. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 July 2017, Naples, Italy.

Kabir, Shaily, Wagner, Christian, Havens, Timothy C., Anderson, Derek T. and Aickelin, Uwe (2017) Novel similarity measure for interval-valued data based on overlapping ratio. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 Jul 2017, Naples, Italy.

Wagner, Christian, Havens, Timothy C. and Anderson, Derek T. (2017) The arithmetic recursive average as an instance of the recursive weighted power mean. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 Jul 2017, Naples, Italy.

Fu, Changhong, Sarabakha, Andriy, Kayacan, Erdal, Wagner, Christian, John, Robert and Garibaldi, Jonathan M. (2017) Similarity-based non-singleton fuzzy logic control for improved performance in UAVs. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 Jul 2017, Naples, Italy.

Fattah, Polla, Aickelin, Uwe and Wagner, Christian (2017) Measuring behavioural change of players in public goods game. In: Measuring Behavioural Change of Players in Public Goods Game. Springer.

Havens, Timothy C., Wagner, Christian and Anderson, Derek T. (2017) Efficient modeling and representation of agreement in interval-valued data. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 July 2017, Naples, Italy. (In Press)

Madi, Elissa, Garibaldi, Jonathan M. and Wagner, Christian (2017) Exploring the use of Type-2 fuzzy sets in multi-criteria decision making based on TOPSIS. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 July 2017, Naples, Italy. (In Press)

Isaev, Svetlin, Jreissat, Mohannad, Makatsoris, Charalampos, Bachour, Khaled, McCulloch, Josie and Wagner, Christian (2017) Interval-valued sensory evaluation for customized beverage product formulation and continuous manufacturing. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 July 2017, Naples, Italy.

Pourabdollah, Amir, Wagner, Christian, Aladi, Jabran Hussain and Garibaldi, Jonathan M. (2016) Improved uncertainty capture for non-singleton fuzzy systems. IEEE Transactions on Fuzzy Systems, 24 (6). pp. 1513-1524. ISSN 1941-0034

Agrawal, Utkarsh, Soria, Daniele and Wagner, Christian (2016) Cancer subtype identification pipeline: a classifusion approach. In: 2016 IEEE Congress on Evolutionary Computation (CEC), 24-29 July 2016, Vancouver, Canada.

Fu, Changhong, Sarabakha, Andriy, Kayacan, Erdal, Wagner, Christian, John, Robert and Garibaldi, Jonathan M. (2016) A comparative study on the control of Quadcopter UAVs by using singleton and non-singleton fuzzy logic controllers. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016), 24-29 Jul 2016, Vancouver, Canada.

Marchal, P. Cano, Wagner, Christian, Gámez, J. GarcÍa and Gómez, J. Ortega (2016) Modelling uncertainty in production processes using non-singleton fuzzification and fuzzy cognitive maps: a virgin olive oil case study. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016), 24-29 July 2016, Vancouver, Canada.

Hibshi, Hanan, Breaux, Travis D. and Wagner, Christian (2016) Improving security requirements adequacy: an interval type 2 fuzzy logic security assessment system. In: IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016), 6-9 December 2016, Athens, Greece.

Navarro, Javier, Wagner, Christian, Aickelin, Uwe, Green, L. and Ashford, R. (2016) Measuring agreement on linguistic expressions in medical treatment scenarios. In: 2016 IEEE Symposium on Computational Intelligence, 6-9 Dec 2016, Athens, Greece. (In Press)

Fattah, Polla, Aickelin, Uwe and Wagner, Christian (2016) Measuring player’s behaviour change over time in public goods game. In: SAI Intelligent Systems Conference 2016, 20-22 Sep 2016, London, UK.

Miller, Simon, Wagner, Christian, Aickelin, Uwe and Garibaldi, Jonathan M. (2016) Modelling cyber-security experts' decision making processes using aggregation operators. Computers and Security, 62 . pp. 229-245. ISSN 0167-4048

Wagner, Christian, Pourabdollah, Amir, McCulloch, Josie, John, Robert and Garibaldi, Jonathan M. (2016) A similarity-based inference engine for non-singleton fuzzy logic systems. In: IEEE International Conference on Fuzzy Systems 2016 (FUZZ-IEEE 2016), 24-29th July 2016, Vancouver, Canada. (Unpublished)

McCulloch, Josie and Wagner, Christian (2016) Measuring the similarity between zSlices general type-2 fuzzy sets with non-normal Secondary membership functions. In: IEEE World Congress on Computational Intelligence (WCCI 2016), 24-29 July 2016, Vancouver, Canada. (Submitted)

Madi, Elissa, Garibaldi, Jonathan M. and Wagner, Christian (2016) An exploration of issues and limitations in current methods of TOPSIS and fuzzy TOPSIS. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 24-29 Jul 2016, Vancouver, Canada.

Aladi, Jabran Hussain, Wagner, Christian and Pourabdollah, Amir (2016) Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016), 24-29 July 2016, Vancouver, Canada.

Tomlin, Leary, Anderson, Derek T., Wagner, Christian, Havens, Timothy C. and Keller, James M. (2016) Fuzzy integral for rule aggregation in fuzzy inference systems. Communications in Computer and Information Science, 610 . pp. 78-90. ISSN 1865-0929

Fattah, Polla, Aickelin, Uwe and Wagner, Christian (2016) Optimising rule-based classification in temporal data. ZANCO Journal of Pure and Applied Sciences, 28 (2). pp. 135-146. ISSN 2412-3986

Navarro, Javier, Wagner, Christian, Aickelin, Uwe, Green, Lynsey and Robert, Ashford (2016) Exploring differences in interpretation of words essential in medical expert-patient communication. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016), 24-29 July 2016, Vancouver, Canada. (Submitted)

Navarro, Javier, Wagner, Christian and Aickelin, Uwe (2015) Applying interval type-2 fuzzy rule based classifiers through a cluster-based class representation. In: 2015 IEEE Symposium Series on Computational Intelligence, 7-10 Dec 2015, Cape Town, South Africa.

Madi, Elissa, Garibaldi, Jonathan M. and Wagner, Christian (2015) A comparison between two types of Fuzzy TOPSIS method. In: 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 9-12 Oct 2015, Kowloon, Hong Kong.

Havens, Timothy C., Anderson, Derek T. and Wagner, Christian (2015) Data-informed fuzzy measures for fuzzy integration of intervals and fuzzy numbers. IEEE Transactions on Fuzzy Systems, 23 (5). pp. 1861-1875. ISSN 1941-0034

Figueredo, Grazziela P., Wagner, Christian, Garibaldi, Jonathan M. and Aickelin, Uwe (2015) Adaptive data communication interface: a user-centric visual data interpretation framework. In: 9th IEEE International Conference on Big Data Science and Engineering (IEEE BigDataSE-15), 20-22 August 2015, Helsinki, Finland.

Anderson, Derek T., Havens, Timothy C., Wagner, Christian, Keller, James M., Anderson, Melissa F. and Wescott, Daniel J. (2014) Extension of the fuzzy integral for general fuzzy set-valued information. IEEE Transactions on Fuzzy Systems, 22 (6). pp. 1625-1639. ISSN 1941-0034

McCulloch, Josie, Wagner, Christian and Aickelin, Uwe (2014) Analysing fuzzy sets through combining measures of similarity and distance. In: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 6-11 July 2014, Beijing, China.

Hassan, Diman, Aickelin, Uwe and Wagner, Christian (2014) Comparison of distance metrics for hierarchical data in medical databases. In: Proceedings of the 2014 World Congress on Computational Intelligence (WCCI 2014), 6-11 July 2014, Beijing, China.

McCulloch, Josie, Hinde, Chris, Wagner, Christian and Aickelin, Uwe (2014) A fuzzy directional distance measure. In: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 6-11 July, Beijing, China.

Hassan, Diman, Aickelin, Uwe and Wagner, Christian (2014) Comparison of distance metrics for hierarchical data in medical databases. In: 2014 International Joint Conference on Neural Networks (IJCNN), 6-11 July 2014, Beijing, China.

Wagner, Christian, Miller, Simon, Garibaldi, Jonathan M., Anderson, Derek T. and Havens, Timothy C. (2014) From interval-valued data to general type-2 fuzzy sets. IEEE Transactions on Fuzzy Systems, 23 (2). pp. 248-269. ISSN 1063-6706

McCulloch, Josie, Wagner, Christian and Aickelin, Uwe (2013) Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets. In: IEEE International Conference on Fuzzy Systems 2013 (Fuzz-IEEE 2013), 7-10 July 2013, Hyderabad, India.

McCulloch, Josie, Wagner, Christian and Aickelin, Uwe (2013) Measuring the directional distance between fuzzy sets. In: UKCI 2013, the 13th Annual Workshop on Computational Intelligence, 9-11 Sept 2013, University of Surrey.

Dent, Ian, Wagner, Christian, Aickelin, Uwe and Rodden, Tom Creating personalised energy plans: from groups to individuals using Fuzzy C Means Clustering. In: Digital Engagement 11, November 2011, Dundee, Scotland. (Unpublished)