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2018

Runkler, Thomas A., Chen, Chao and John, Robert (2018) Type reduction operators for interval type–2 defuzzification. Information Sciences, 467 . pp. 464-476. ISSN 1872-6291

Runkler, Thomas A., Chen, Chao and John, Robert (2018) Risk sensitive decision making using type reduction methods. In: 28th GMA Workshop on Computational Intelligence, 29-30 November 2018, Dortmund, Germany. (In Press)

Chen, Chao, Wu, Dongrui, Garibaldi, Jonathan M., John, Robert, Twycross, Jamie and Mendel, Jerry (2018) A Comment on "A direct approach for determining the switch soints in the Karnik-Mendel algorithm". IEEE Transactions on Fuzzy Systems . ISSN 1063-6706

Huynh, Vu San Ha, Radenkovic, Milena and John, Robert (2018) Understanding information centric layer of adaptive collaborative caching framework in mobile disconnection-prone networks. In: 14th International Wireless Communications and Mobile Computing Conference (IWCMC 2018), 25-29 June 2018, Limassol, Cyprus.

Eyoh, Imo, John, Robert and de Maere, Geert (2018) Interval type-2 intuitionistic fuzzy logic systems: a comparative evaluation. In: 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), 11-15 Jun 2018, Cádiz, Spain. (In Press)

Deveci, Muhammet, Özcan, Ender, John, Robert and Öner, Sultan Ceren (2018) Interval type-2 hesitant fuzzy set method for improving the service quality of domestic airlines in Turkey. Journal of Air Transport Management, 69 . pp. 83-98. ISSN 0969-6997

Eyoh, Imo, John, Robert and de Maere, Geert (2018) Interval type-2 intuitionistic fuzzy logic systems - a comparative evaluation. Communications in Computer and Information Science, 853 . pp. 687-698. ISSN 1865-0929

Chen, Chao, John, Robert, Twycross, Jamie and Garibaldi, Jonathan M. (2018) A direct approach for determining the switch points in the Karnik-Mendel algorithm. IEEE Transactions on Fuzzy Systems, 26 (2). pp. 1079-1085. ISSN 1941-0034

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

Li, Jiawei, John, Robert, Coupland, Simon and Kendall, Graham (2018) On Nie-Tan operator and type-reduction of interval type-2 fuzzy sets. IEEE Transactions on Fuzzy Systems, 26 (2). pp. 1036-1039. ISSN 1941-0034

Kayacan, Erdal, Sarabakha, Andriy, Coupland, Simon, John, Robert and Khanesard, Mojtaba Ahmadieh (2018) Type-2 fuzzy elliptic membership functions for modeling uncertainty. Engineering Applications of Artificial Intelligence, 70 . pp. 170-183. ISSN 0952-1976

Jiménez, Manuel, Triguero, Isaac and John, Robert (2018) A first approach for handling uncertainty in citizen science. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2018), 8-12 Jul 2018, Rio de Janeiro, Brazil. (In Press)

Eyoh, Imo, John, Robert, de Maere, Geert and Kayacan, Erdal (2018) Hybrid learning for interval type-2 intuitionistic fuzzy logic systems as applied to identification and prediction problems. IEEE Transactions on Fuzzy Systems, 26 (5). pp. 2672-2685. ISSN 1941-0034

2017

Li, Wenwen, Özcan, Ender and John, Robert (2017) A learning automata based multiobjective hyper-heuristic. IEEE Transactions on Evolutionary Computation . ISSN 1089-778X

Eyoh, Imo, John, Robert and de Maere, Geert (2017) Interval type-2 A-intuitionistic fuzzy logic for regression problems. IEEE Transactions on Fuzzy Systems . ISSN 1941-0034

Eyoh, Imo, John, Robert and De Maere, Geert (2017) Extended Kalman filter-based learning of interval type-2 intuitionistic fuzzy logic system. In: 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 5-8 October 2017, Banff, AB, Canada.

Najariyan, Marzieh, Mazandarani, Mehran and John, Robert (2017) Type-2 fuzzy linear systems. Granular Computing, 2 (3). pp. 175-186. ISSN 2364-4974

Runkler, Thomas A., Coupland, Simon, John, Robert and Chen, Chao (2017) Interval type-2 defuzzification using uncertainty weights. Studies in Computational Intelligence, 739 . ISSN 1860-949X

Triguero, Isaac, Figueredo, Grazziela P., Mesgarpour, Mohammad, Garibaldi, Jonathan M. and John, Robert (2017) Vehicle incident hot spots identification: an approach for big data. In: 11th IEEE International Conference on Big Data Science and Engineering (IEEE BigDataSE)i, 1-4 August 2017, Sydney, Australia.

Eyoh, Imo and John, Robert (2017) Machine learning and statistical approaches to classification – a case study. In: 15th UK Workshop on Computational Intelligence (UKCI 2015), 7-9 Sep 2015, Exeter, UK.

Pourabdollah, Amir, John, Robert and Garibaldi, Jonathan M. (2017) A new dynamic approach for non-singleton fuzzification in noisy time-series prediction. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 9-12 July 2017, Naples, Italy.

Eyoh, Imo, John, Robert and de Maere, Geert (2017) Time series forecasting with interval type-2 intuitionistic fuzzy logic systems. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 Jul 2017, Naples, Italy.

Chen, Chao, John, Robert, Twycross, Jamie and Garibaldi, Jonathan M. (2017) Type-1 and interval type-2 ANFIS: a comparison. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017), 9-12 July 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.

Turk, Seda, Özcan, Ender and John, Robert (2017) Multi-objective optimisation in inventory planning with supplier selection. Expert Systems with Applications, 78 . pp. 51-63. ISSN 0957-4174

Kayacan, Erdal, Coupland, Simon, John, Robert and Khanesar, Mojtaba Ahmadieh (2017) Elliptic membership functions and the modeling uncertainty in type-2 fuzzy logic systems as applied to time series prediction. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 9-12 July 2017, Naples, Italy.

Jackson, Warren G., Özcan, Ender and John, Robert (2017) Tuning a Simulated Annealing metaheuristic for cross-domain search. In: IEEE Congress on Evolutionary Computation 2017, 5-9 June 2017, Donostia-San Sebastian, Spain.

Figueredo, Grazziela P., Triguero, Isaac, Mesgarpour, Mohammad, Maciel Guerra, Alexandre, Garibaldi, Jonathan M. and John, Robert (2017) Detecting danger in roads: an immune-inspired technique to identify heavy goods vehicles incident hot spots. IEEE Transactions on Emerging Topics in Computational Intelligence . ISSN 2471-285X (In Press)

Tyasnurita, Raras, Özcan, Ender and John, Robert (2017) Learning heuristic selection using a time delay neural network for open vehicle routing. In: IEEE Congress on Evolutionary Computation 2017, 5-9 June 2017, Donostia-San Sebastian, Spain.

Li, Wenwen, Özcan, Ender, John, Robert, Drake, John H., Neumann, Aneta and Wagner, Markus (2017) A modified indicator-based evolutionary algorithm (mIBEA). In: IEEE Congress on Evolutionary Computation 2017, 5-9 June 2017, Donostia-San Sebastian, Spain.

Hamrawi, Hussam, Coupland, Simon and John, Robert (2017) Type-2 fuzzy alpha-cuts. IEEE Transactions on Fuzzy Systems, 25 (3). pp. 682-692. ISSN 1941-0034

Li, Wenwen, Özcan, Ender and John, Robert (2017) Multi-objective evolutionary algorithms and hyper-heuristics for wind farm layout optimisation. Renewable Energy, 105 . pp. 473-482. ISSN 1879-0682

Runkler, Thomas, Coupland, Simon and John, Robert (2017) Interval type–2 fuzzy decision making. International Journal of Approximate Reasoning, 80 . pp. 217-224. ISSN 0888-613X

2016

Alqahtani, Saeed M. and John, Robert (2016) A comparative study of different fuzzy classifiers for cloud intrusion detection systems' alerts. In: IEEE SSCI 2016, 6-9 Dec 2016, Athens, Greece.

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.

Zerafat Angiz, M., Nawawi, M.K.M., Khalid, R., Mustafa, A., Emrouznejad, A., John, Robert and Kendall, Graham (2016) Evaluating decision making units under uncertainty using fuzzy multi-objective nonlinear programming. INFOR: Information Systems and Operational Research, 55 (1). ISSN 1916-0615

Eyoh, Imo, John, Robert and de Maere, Geert (2016) Interval type-2 intuitionistic fuzzy logic system for non-linear system prediction. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 9-12 October 2016, Budapest, Hungary.

Almaraashia, M., John, Robert, Hopgood, A. and Ahmadi, S. (2016) Learning of interval and general type-2 fuzzy logic systems using simulated annealing: theory and practice. Information Sciences, 360 . pp. 21-42. ISSN 1872-6291

Singh Khuman, Arjab, Yang, Yingjie and John, Robert (2016) Quantification of R-Fuzzy sets. Expert Systems with Applications, 55 . pp. 374-387. ISSN 0957-4174

Khuman, Arjab Singh, Yang, Yingjie, John, Robert and Liu, Sifeng (2016) Quantification of perception clusters using R-fuzzy sets and grey analysis. In: 2016 International Conference on Grey Systems and Uncertainity Analysis (GSUA2016), 8-11 August 2016, Leicester, U.K..

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)

Chen, Chao, John, Robert, Twycross, Jamie and Garibaldi, Jonathan M. (2016) An extended ANFIS architecture and its learning properties for type-1 and interval type-2 models. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016), 24-29 July 2016, Vancouver, Canada.

Singh Khuman, Arjab, Yang, Yingjie, John, Robert and Liu, Sifeng (2016) R-fuzzy sets and grey system theory. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 9-12 October 2016, Budapest, Hungary. (In Press)

Kendall, Graham, Bai, Ruibin, Blazewicz, Jacek, De Causmaecker, Patrick, Gendreau, Michel, John, Robert, Li, Jiawei, McCollum, Barry, Pesch, Erwin, Qu, Rong, Sabar, Nasser, Vanden Berghe, Greet and Yee, Angelina (2016) Good Laboratory Practice for optimization research. Journal of the Operational Research Society, 67 (4). pp. 676-689. ISSN 1476-9360

Sebastian, Sabu and John, Robert (2016) Multi-fuzzy sets and their correspondence to other sets. Annals of Fuzzy Mathematics and Informatics, 11 (2). pp. 341-348. ISSN 2093-9310

2015

Baccour, Leila, Alimi, Adel and John, Robert (2015) Intuitionistic fuzzy similarity measures and their role in classification. Journal of Intelligent Systems, 25 (2). pp. 221-227. ISSN 2191-026X (In Press)

Li, Jiawei, Kendall, Graham and John, Robert (2015) Computing Nash equilibria and evolutionarily stable states of evolutionary games. IEEE Transactions on Evolutionary Computation, 20 (3). pp. 460-469. ISSN 1089-778X

Figueredo, Grazziela P., Quinlan, P., Mesgarpour, Mohammad, Garibaldi, Jonathan M. and John, Robert (2015) A data analysis framework to rank HGV drivers. In: 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC 2015), 15-18 Sept 2015, Las Palmas, Spain.

Deveci, Muhammet, Çetin Demirel, Nihan, John, Robert and Özcan, Ender (2015) Fuzzy multi-criteria decision making for carbon dioxide geological storage in Turkey. Journal of Natural Gas Science and Engineering, 27 (2). pp. 695-705. ISSN 1875-5100

Tyasnurita, Raras, Özcan, Ender, Shahriar, Asta and John, Robert (2015) Improving performance of a hyper-heuristic using a multilayer perceptron for vehicle routing. In: 15th UK Workshop on Computational Intelligence (UKCI 2015), 7-9 Sep 2015, Exeter, UK.

He, Fang, Qu, Rong and John, Robert (2015) A compromise based fuzzy goal programming approach with satisfaction function for multi-objective portfolio optimisation. In: 29th European Conference on Modelling and Simulation ECMS 2015, May 26th - 29th, 2015, Albena (Varna), Bulgaria.

Turk, Seda, Miller, Simon, Özcan, Ender and John, Robert (2015) A simulated annealing approach to supplier selection aware inventory planning. In: 2015 IEEE Congress on Evolutionary Computation (CEC2015), 25-28 May 2015, Sendai, Japan.

2014

Lertworaprachaya, Youdthachai, Yang, Yingjie and John, Robert (2014) Interval-valued fuzzy decision trees with optimal neighbourhood perimeter. Applied Soft Computing, 24 . pp. 851-866. ISSN 1872-9681

Turk, Seda, John, Robert and Özcan, Ender (2014) Interval type-2 fuzzy sets in supplier selection. In: 14th UK Workshop on Computational Intelligence UKCI2014, 8-10 Sept 2014, University of Bradford.

Turk, Seda, John, Robert and Özcan, Ender (2014) Interval type-2 fuzzy sets in supplier selection. In: 2014 14th UK Workshop on Computational Intelligence (UKCI), 8-10 September 2014, Bradford, Great Britain.

Yang, Yingjie, Liu, Sifeng and John, Robert (2014) Uncertainty representation of grey numbers and grey sets. IEEE Transactions on Cybernetics, 44 (9). pp. 1508-1517. ISSN 2168-2267

Uslan, V., Seker, H. and John, Robert (2014) A support vector-based interval type-2 fuzzy system. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 6-11 July, Beijing, China.

2012

Yang, Yingjie and John, Robert (2012) Grey sets and greyness. Information Sciences, 185 (1). pp. 249-264. ISSN 0020-0255

Miller, Simon, Gongora, Mario, Garibaldi, Jon and John, Robert (2012) Interval type-2 fuzzy modelling and stochastic search for real-world inventory management. Soft Computing, 16 (8). pp. 1447-1459. ISSN 1432-7643