FU C, SARABAKHA A, KAYACAN E, WAGNER C, JOHN R and GARIBALDI J, 2018. Input Uncertainty Sensitivity Enhanced Non-Singleton Fuzzy Logic Controllers for Long-Term Navigation of Quadrotor UAVs IEEE/ASME Transactions on Mechatronics. (In Press.)
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: Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on. 1-6
HAVENS, TIMOTHY C, WAGNER, CHRISTIAN and ANDERSON, DEREK T, 2017. Efficient modeling and representation of agreement in interval-valued data In: Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on. 1-6
MADI, ELISSA NADIA, GARIBALDI, JONATHAN M and WAGNER, CHRISTIAN, 2017. Exploring the use of type-2 fuzzy sets in multi-criteria decision making based on TOPSIS In: Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on. 1-6
WAGNER, CHRISTIAN, HAVENS, TIMOTHY C and ANDERSON, DEREK T, 2017. The arithmetic recursive average as an instance of the recursive weighted power mean In: Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on.
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: Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on. 1-6 FU, CHANGHONG, SARABAKHA, ANDRIY, KAYACAN, ERDAL, WAGNER, CHRISTIAN, JOHN, ROBERT and GARIBALDI, JONATHAN M, 2017. Novel, similarity-based non-singleton fuzzy logic control for improved uncertainty handling in quadrotor UAVs In: Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on.
RAZAK, TR, GARIBALDI, JONATHAN M, WAGNER, CHRISTIAN, POURABDOLLAH, AMIR and SORIA, DANIELE, 2017. Interpretability indices for hierarchical fuzzy systems In: Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on. A. POURABDOLLAH, C. WAGNER, J. ALADI and J. GARIBALDI, 2016. Improved Uncertainty Capture for Non-Singleton Fuzzy Systems IEEE Transactions on Fuzzy Systems. 24(6), 1513-1524 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: Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on. 316-323 MILLER, SIMON, WAGNER, CHRISTIAN and GARIBALDI, JONATHAN, 2016. Applications of Computational Intelligence to Decision-Making: Modeling Human Reasoning/Agreement. In: HANDBOOK ON COMPUTATIONAL INTELLIGENCE: Volume 2: Evolutionary Computation, Hybrid Systems, and Applications 775-800
WALLACE, KEN J, WAGNER, CHRISTIAN and SMITH, MICHAEL J, 2016. Eliciting human values for conservation planning and decisions: a global issue Journal of environmental management. 170, 160-168 BILGIN, AYSENUR, HAGRAS, HANI and WAGNER, CHRISTIAN, 2016. Novel Approaches to Artefact Adaptation in Ambient Intelligent Environments. In: Next Generation Intelligent Environments Springer International Publishing. 165-219
AGRAWAL, UTKARSH, SORIA, DANIELE and WAGNER, CHRISTIAN, 2016. Cancer subtype identification pipeline: A classifusion approach In: Evolutionary Computation (CEC), 2016 IEEE Congress on. 2858-2865
MADI, ELISSA NADIA, GARIBALDI, JONATHAN M and WAGNER, CHRISTIAN, 2016. An exploration of issues and limitations in current methods of TOPSIS and fuzzy TOPSIS In: Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on. 2098-2105
ISAEV, SVETLIN, MAKATSORIS, CHRALAMPOS, JRESSIAT, MOHANNAD and WAGNER, CHRISTIAN, 2016. Linking human and machine-towards consumer-driven automated manufacturing In: Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on. 1789-1796
ALADI, JABRAN HUSSAIN, WAGNER, CHRISTIAN, POURABDOLLAH, AMIR and GARIBALDI, JONATHAN M, 2016. Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems In: Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on. 2043-2050
MARCHAL, P CANO, WAGNER, CHRISTIAN, GARCIA, J GAMEZ and ORTEGA, J GOMEZ, 2016. Modelling uncertainty in production processes using non-singleton fuzzification and fuzzy cognitive maps-a virgin olive oil case study In: Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on. 1173-1180
NAVARRO, JAVIER, WAGNER, CHRISTIAN, AICKELIN, UWE, GREEN, LYNSEY and ASHFORD, ROBERT, 2016. Measuring agreement on linguistic expressions in medical treatment scenarios In: Computational Intelligence (SSCI), 2016 IEEE Symposium Series on. 1-8
HIBSHI, HANAN, BREAUX, TRAVIS D and WAGNER, CHRISTIAN, 2016. Improving security requirements adequacy In: Computational Intelligence (SSCI), 2016 IEEE Symposium Series on. 1-8
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: Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on. 1023-1030
T. C. HAVENS, D. T. ANDERSON and C. WAGNER, 2015. Data-Informed Fuzzy Measures for Fuzzy Integration of Intervals and Fuzzy Numbers IEEE Transactions on Fuzzy Systems. 23(5), 1861-1875 C. WAGNER, S. MILLER, J. M. GARIBALDI, D. T. ANDERSON and T. C. HAVENS, 2015. From Interval-Valued Data to General Type-2 Fuzzy Sets IEEE Transactions on Fuzzy Systems. 23(2), 248-269 PRICE, STANTON R, ANDERSON, DEREK T, WAGNER, CHRISTIAN, HAVENS, TIMOTHY C and KELLER, JAMES M, 2014. Indices for Introspection on the Choquet Integral. In: Advance Trends in Soft Computing Springer International Publishing. 261-271
POURABDOLLAH, AMIR, WAGNER, CHRISTIAN, MILLER, SIMON, SMITH, MICHAEL and WALLACE, KEN, 2014. Towards data-driven environmental planning and policy design-leveraging fuzzy logic to operationalize a planning framework In: Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. 2230-2237
MILLER, SIMON, WAGNER, CHRISTIAN and GARIBALDI, JONATHAN M, 2014. Exploring statistical attributes obtained from fuzzy agreement models In: Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. 792-799
GARIBALDI, JONATHAN M and WAGNER, CHRISTIAN, 2014. L-fuzzy inference In: Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. 583-590
THEMISTOCLEOUS, CHRISTOS, SMITH, ANDREW and WAGNER, CHRISTIAN, 2014. The ethical dilemma of implicit vs explicit data collection: Examining the factors that influence the voluntary disclosure of information by consumers to commercial organizations In: Ethics in Science, Technology and Engineering, 2014 IEEE International Symposium on. 1-6
ALADI, JABRAN HUSSAIN, WAGNER, CHRISTIAN and GARIBALDI, JONATHAN M, 2014. Type-1 or interval type-2 fuzzy logic systems—On the relationship of the amount of uncertainty and FOU size In: Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. 2360-2367
D. T. ANDERSON, T. C. HAVENS, C. WAGNER, J. M. KELLER, M. F. ANDERSON and D. J. WESCOTT, 2014. Extension of the Fuzzy Integral for General Fuzzy Set-Valued Information IEEE Transactions on Fuzzy Systems. 22(6), 1625-1639 CARA, ANA BELÉN, WAGNER, CHRISTIAN, HAGRAS, HANI, POMARES, HÉCTOR and ROJAS, IGNACIO, 2013. Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems Fuzzy Systems, IEEE Transactions on. 21(3), 459-476
WU, DONGRUI and WAGNER, CHRISTIAN, 2013. Special Issue on Computational Intelligence and Affective Computing [Guest Editorial] Computational Intelligence Magazine, IEEE. 8(2), 17-19 WAGNER, CHRISTIAN, ANDERSON, DEREK T and HAVENS, TIMOTHY C, 2013. Generalization of the Fuzzy Integral for discontinuous interval-and non-convex interval fuzzy set-valued inputs In: Fuzzy Systems (FUZZ), 2013 IEEE International Conference on. 1-8
HAVENS, TIMOTHY C, ANDERSON, DEREK T, WAGNER, CHRISTIAN, DEILAMSALEHY, HANIEH and WONNACOTT, DERECK, 2013. Fuzzy integrals of crowd-sourced intervals using a measure of generalized accord In: Fuzzy Systems (FUZZ), 2013 IEEE International Conference on. 1-8
WAGNER, CHRISTIAN and HAGRAS, HANI, 2013. zSlices Based General Type-2 Fuzzy Sets and Systems. In: Advances in Type-2 Fuzzy Sets and Systems Springer New York. 65-80
WAGNER, CHRISTIAN, 2013. Juzzy-A Java based toolkit for Type-2 Fuzzy Logic In: Advances in Type-2 Fuzzy Logic Systems (T2FUZZ), 2013 IEEE Symposium on. 45-52
WAGNER, CHRISTIAN, MILLER, SIMON and GARIBALDI, JONATHAN M, 2013. Similarity based applications for data-driven concept and word models based on type-1 and type-2 fuzzy sets In: Fuzzy Systems (FUZZ), 2013 IEEE International Conference on. 1-9
MCCULLOCH, JOSIE, WAGNER, CHRISTIAN and AICKELIN, UWE, 2013. Measuring the directional distance between fuzzy sets In: Computational Intelligence (UKCI), 2013 13th UK Workshop on. 38-45
VU, TUONG MANH, SIEBERS, PEER-OLAF and WAGNER, CHRISTIAN, 2013. Comparison of crisp systems and fuzzy systems in agent-based simulation: A case study of soccer penalties In: Computational Intelligence (UKCI), 2013 13th UK Workshop on. 54-61
H HAGRAS, C WAGNER, A KAMEAS, C GOUMOPOULOS, A MELIONES, L SEREMETI, Y BELLIK, G PROVUST, T HEINROTH and W MINKER, 2012. Symbiotic Ecologies in Next Generation Ambient Intelligent Environments International Journal of Next-Generation Computing. ANDERSON, D., HAVENS, T., WAGNER, C., KELLER, J., ANDERSON, M. and WESCOTT, D., 2012. Sugeno fuzzy integral generalizations for sub-normal fuzzy set-valued inputs In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 1-8 HAGRAS, HANI and WAGNER, CHRISTIAN, 2012. Towards the wide spread use of type-2 fuzzy logic systems in real world applications Computational Intelligence Magazine, IEEE. 7(3), 14-24 MILLER, SIMON, WAGNER, CHRISTIAN, GARIBALDI, JONATHAN M and APPLEBY, SUSAN, 2012. Constructing general type-2 fuzzy sets from interval-valued data In: Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on. 1-8
WAGNER, CHRISTIAN and ANDERSON, DEREK T, 2012. Extracting meta-measures from data for fuzzy aggregation of crowd sourced information In: Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on. 1-8
BILGIN, AYSENUR, DOOLEY, JAMES, WHITTINGTON, LUKE, HAGRAS, HANI, HENSON, MARTIN, WAGNER, CHRISTIAN, MALIBARI, AREEJ, AL-GHAMDI, A, ALHADDAD, MOHAMMED J and ALGHAZZAWI, DANIYAL, 2012. Dynamic profile-selection for zslices based type-2 fuzzy agents controlling multi-user ambient intelligent environments In: Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on. 1-8
WAGNER, CHRISTIAN and HAGRAS, HANI, 2011. Employing zSlices based general type-2 fuzzy sets to model multi level agreement In: Advances in Type-2 Fuzzy Logic Systems (T2FUZZ), 2011 IEEE Symposium on. 50-57
VAN HELVERT, J and WAGNER, C, 2011. From scenarios to “free-play”: Evaluating the user’s experience of ambient technologies in the home Next Generation Intelligent Environments: Ambient Adaptive Systems. 253
CARA, ANA BELEN, ROJAS, IGNACIO, POMARES, HECTOR, WAGNER, CHRISTIAN and HAGRAS, HANI, 2011. On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system In: Advances in Type-2 Fuzzy Logic Systems (T2FUZZ), 2011 IEEE Symposium on. 126-133
WAGNER, CHRISTIAN and HAGRAS, HANI, 2011. Interpreting fuzzy set operations and Multi Level Agreement in a Computing with Words context In: Fuzzy Systems (FUZZ), 2011 IEEE International Conference on. 2139-2146
WAGNER, CHRISTIAN, MILLER, SIMON and GARIBALDI, JONATHAN M, 2011. A fuzzy toolbox for the R programming language In: Fuzzy Systems (FUZZ), 2011 IEEE International Conference on. 1185-1192
DOOLEY, JAMES, WAGNER, CHRISTIAN, HAGRAS, HANI and PRUVOST, GAETAN, 2011. FollowMe: The Persistent GUI In: Parallel Computing in Electrical Engineering (PARELEC), 2011 6th International Symposium on. 123-126
HAGRAS, H and WAGNER, C, 2011. Artefact Adaptation in Ambient Intelligent Environments. In: Next Generation Intelligent Environments Springer New York. 127-151
WAGNER, C. and HAGRAS, H., 2010. Toward general type-2 fuzzy logic systems based on zSlices IEEE Transactions On Fuzzy Systems. 18(4), 637-660 WAGNER, CHRISTIAN and HAGRAS, HANI, 2010. An approach for the generation and adaptation of zSlices based general type-2 fuzzy sets from interval type-2 fuzzy sets to model agreement with application to Intelligent Environments In: Fuzzy Systems (FUZZ), 2010 IEEE International Conference on. 1-8
WAGNER, CHRISTIAN and HAGRAS, HANI, 2010. A collection operator for type-2 fuzzy logic systems In: Computational Intelligence (UKCI), 2010 UK Workshop on. 1-6
WAGNER, CHRISTIAN and HAGRAS, HANI, 2010. Uncertainty and type-2 fuzzy sets and systems In: Computational Intelligence (UKCI), 2010 UK Workshop on. 1-5
WAGNER, CHRISTIAN and HAGRAS, HANI, 2010. Fuzzy composite concepts based on human reasoning In: Information Reuse and Integration (IRI), 2010 IEEE International Conference on. 308-313
JAMMEH, E.A., FLEURY, M., WAGNER, C., HAGRAS, H. and GHANBARI, M., 2009. Interval type-2 fuzzy logic congestion control for video streaming across IP networks IEEE Transactions On Fuzzy Systems. 17(5), 1123-1142 HAGRAS, CHRISTIAN WAGNER HANI, 2009. Novel methods for the design of general type-2 fuzzy sets based on device characteristics and linguistic labels surveys
HEINROTH, TOBIAS, KAMEAS, ACHILLES, WAGNER, CHRISTIAN and BELLIK, YACINE, 2009. A proposal for realizing adaptive ambient ecologies through an ontology-based multi-agent system In: Intelligent Agents, 2009. IA'09. IEEE Symposium on. 47-54
HAGRAS, HANI and WAGNER, CHRISTIAN, 2009. Introduction to interval type-2 fuzzy logic controllers-towards better uncertainty handling in real world applications IEEE Systems, Man and Cybernetics eNewsletterIssue. 27,
WAGNER, CHRISTIAN and HAGRAS, HANI, 2008. Employing interpolation to enable higher order fuzzy logic controllers on resource constrained embedded devices UKCI.
JAMMEH, E, FLEURY, M, WAGNER, C, HAGRAS, H and GHANBARI, M, 2008. Interval type-2 fuzzy logic congestion control of video streaming In: Intelligent Environments, 2008 IET 4th International Conference on. 1-8
WAGNER, CHRISTIAN and HAGRAS, HANI, 2007. A genetic algorithm based architecture for evolving type-2 fuzzy logic controllers for real world autonomous mobile robots In: Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International. 1-6
WAGNER, CHRISTIAN and HAGRAS, HANI, 2007. Evolving Type-2 Fuzzy Logic Controllers for Autonomous Mobile Robots Analysis and Design of Intelligent Systems using Soft Computing Techniques. 16-25 zSlices – Towards bridging the gap between Interval and General Type-2 Fuzzy Logic. In: Proceedings of the IEEE International Conference of Fuzzy Systems, Hong Kong, China, June 2008 489-497
DENT, IAN, WAGNER, CHRISTIAN, AICKELIN, UWE and RODDEN, TOM, Creating Personalised Energy Plans: From Groups to Individuals using Fuzzy C Means Clustering