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2018

Runkler, Thomas A. and 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. and 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 and Wu, Dongrui and Garibaldi, Jonathan M. and John, Robert and 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 and 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 and 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 and Özcan, Ender and 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 and 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 and John, Robert and 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 and Sarabakha, Andriy and Kayacan, Erdal and Wagner, Christian and 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 and John, Robert and 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 and Sarabakha, Andriy and Coupland, Simon and 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 and 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 and John, Robert and 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 and Özcan, Ender and John, Robert (2017) A learning automata based multiobjective hyper-heuristic. IEEE Transactions on Evolutionary Computation . ISSN 1089-778X

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

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

Triguero, Isaac and Figueredo, Grazziela P. and Mesgarpour, Mohammad and 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 and 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 and 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 and John, Robert and 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 and Sarabakha, Andriy and Kayacan, Erdal and Wagner, Christian and 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 and 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 and Coupland, Simon and 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. and 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. and Triguero, Isaac and Mesgarpour, Mohammad and Maciel Guerra, Alexandre and 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 and 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 and Özcan, Ender and John, Robert and Drake, John H. and 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 and 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 and 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 and 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 and Sarabakha, Andriy and Kayacan, Erdal and Wagner, Christian and 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. and Nawawi, M.K.M. and Khalid, R. and Mustafa, A. and Emrouznejad, A. and 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 and 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. and John, Robert and 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 and 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 and Yang, Yingjie and 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 and Pourabdollah, Amir and McCulloch, Josie and 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 and John, Robert and 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 and Yang, Yingjie and 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 and Bai, Ruibin and Blazewicz, Jacek and De Causmaecker, Patrick and Gendreau, Michel and John, Robert and Li, Jiawei and McCollum, Barry and Pesch, Erwin and Qu, Rong and Sabar, Nasser and 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 and 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 and 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. and Quinlan, P. and Mesgarpour, Mohammad and 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 and Çetin Demirel, Nihan and 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 and Özcan, Ender and 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 and 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 and Miller, Simon and 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 and 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 and 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 and 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 and 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. and 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 and Gongora, Mario and 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