Robert I. John

ORCID

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 61

Top Venues

FUZZ-IEEE

IEEE Trans. Fuzzy Syst.

Inf. Sci.

Expert Syst. Appl.

Publications

Shang-Ming Zhou, Francisco Chiclana, Robert I. John, Jonathan M. Garibaldi, Lin Huo
Type-1 OWA Operators in Aggregating Multiple Sources of Uncertain Information: Properties and Real-World Applications in Integrated Diagnosis. IEEE Trans. Fuzzy Syst. 29 (8) (2021)
Muhammet Deveci, Ender Özcan, Robert I. John, Dragan Pamucar, Himmet Karaman
Offshore wind farm site selection using interval rough numbers based Best-Worst Method and MARCOS. Appl. Soft Comput. 109 (2021)
Chao Chen, Dongrui Wu, Jonathan M. Garibaldi, Robert I. John, Jamie Twycross, Jerry M. Mendel
A Comprehensive Study of the Efficiency of Type-Reduction Algorithms. IEEE Trans. Fuzzy Syst. 29 (6) (2021)
Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John, Amir Pourabdollah
Constrained Interval Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 29 (5) (2021)
Seda Türk, Muhammet Deveci, Ender Özcan, Fatih Canitez, Robert I. John
Interval type-2 fuzzy sets improved by Simulated Annealing for locating the electric charging stations. Inf. Sci. 547 (2021)
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) (2021)
Amit K. Shukla, Sumit Kumar Banshal, Taniya Seth, Aparna Basu, Robert I. John, Pranab K. Muhuri
A Bibliometric Overview of the Field of Type-2 Fuzzy Sets and Systems [Discussion Forum]. IEEE Comput. Intell. Mag. 15 (1) (2020)
Sergio González, Salvador García, Sheng-Tun Li, Robert I. John, Francisco Herrera
Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise. CoRR (2020)
Jerry M. Mendel, Imo Eyoh, Robert I. John
Comparing Performance Potentials of Classical and Intuitionistic Fuzzy Systems in Terms of Sculpting the State Space. IEEE Trans. Fuzzy Syst. 28 (9) (2020)
Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John
Constrained Interval Type-2 Fuzzy Classification Systems for Explainable AI (XAI). FUZZ-IEEE (2020)
Amir Pourabdollah, Jerry M. Mendel, Robert I. John
Alpha-cut representation used for defuzzification in rule-based systems. Fuzzy Sets Syst. 399 (2020)
Thomas A. Runkler, Chao Chen, Simon Coupland, Robert I. John
Comparing Intervals Using Type Reduction. FUZZ-IEEE (2020)
Manuel Jiménez, Mercedes Torres Torres, Robert I. John, Isaac Triguero
Galaxy Image Classification Based on Citizen Science Data: A Comparative Study. IEEE Access 8 (2020)
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)
Wenwen Li, Ender Ozcan, Robert I. John
A Learning Automata-Based Multiobjective Hyper-Heuristic. IEEE Trans. Evol. Comput. 23 (1) (2019)
Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John
On the Concept of Meaningfulness in Constrained Type-2 Fuzzy Sets. FUZZ-IEEE (2019)
Bahadir Zeren, Muhammet Deveci, Simon Coupland, Robert I. John, Ender Özcan
A Study on the Interpretability of a Fuzzy System to Control an Inverted Pendulum. FUZZ-IEEE (2019)
Rebecca Tickle, Isaac Triguero, Grazziela P. Figueredo, Mohammad Mesgarpour, Robert I. John
PAS3-HSID: a Dynamic Bio-Inspired Approach for Real-Time Hot Spot Identification in Data Streams. Cogn. Comput. 11 (3) (2019)
Thomas A. Runkler, Chao Chen, Simon Coupland, Robert I. John
Just-In-Time Supply Chain Management Using Interval Type-2 Fuzzy Decision Making. FUZZ-IEEE (2019)
Rebecca Tickle, Isaac Triguero, Grazziela P. Figueredo, Ender Özcan, Mohammad Mesgarpour, Robert I. John
Fuzzy Hot Spot Identification for Big Data: An Initial Approach. FUZZ-IEEE (2019)
Arjab Singh Khuman, Yingjie Yang, Robert I. John
The quantification of subjectivity: The R-fuzzy grey analysis framework. Expert Syst. Appl. 136 (2019)
Manuel Jiménez, Mercedes Torres Torres, Robert I. John, Isaac Triguero
A Preliminary Approach for the Exploitation of Citizen Science Data for Fast and Robust Fuzzy k-Nearest Neighbour Classification. FUZZ-IEEE (2019)
Volkan Uslan, Huseyin Seker, Robert I. John
Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity. IEEE Access 7 (2019)
Saida S. Mohamed, Areeg Abdalla, Robert I. John
New Entropy-Based Similarity Measure between Interval-Valued Intuitionstic Fuzzy Sets. Axioms 8 (2) (2019)
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) (2019)
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)
Manuel Jiménez, Isaac Triguero, Robert I. John
Handling uncertainty in citizen science data: Towards an improved amateur-based large-scale classification. Inf. Sci. 479 (2019)
Milena Radenkovic, Vu San Ha Huynh, Robert I. John, Pietro Manzoni
Enabling Real-time Communications and Services in Heterogeneous Networks of Drones and Vehicles. WiMob (2019)
Chao Chen, Robert I. John, Jamie Twycross, Jonathan M. Garibaldi
A Direct Approach for Determining the Switch Points in the Karnik-Mendel Algorithm. IEEE Trans. Fuzzy Syst. 26 (2) (2018)
Thomas A. Runkler, Chao Chen, Robert I. John
Type reduction operators for interval type-2 defuzzification. Inf. Sci. 467 (2018)
Warren G. Jackson, Ender Özcan, Robert I. John
Move acceptance in local search metaheuristics for cross-domain search. Expert Syst. Appl. 109 (2018)
Imo Eyoh, Robert I. John, Geert De Maere
Interval Type-2 Intuitionistic Fuzzy Logic Systems - A Comparative Evaluation. IPMU (1) (2018)
Vu San Ha Huynh, Milena Radenkovic, Robert I. John
Understanding Information Centric Layer of Adaptive Collaborative Caching Framework in Mobile Disconnection-Prone Networks. IWCMC (2018)
Chao Chen, Dongrui Wu, Jonathan M. Garibaldi, Robert I. John, Jamie Twycross, Jerry M. Mendel
A Comment on "A Direct Approach for Determining the Switch Points in the Karnik-Mendel Algorithm". IEEE Trans. Fuzzy Syst. 26 (6) (2018)
Jiawei Li, Robert I. John, Simon Coupland, Graham Kendall
On Nie-Tan Operator and Type-Reduction of Interval Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 26 (2) (2018)
Erdal Kayacan, Andriy Sarabakha, Simon Coupland, Robert I. John, Mojtaba Ahmadieh Khanesar
Type-2 fuzzy elliptic membership functions for modeling uncertainty. Eng. Appl. Artif. Intell. 70 (2018)
Imo Eyoh, Robert I. John, Geert De Maere
Interval Type-2 A-Intuitionistic Fuzzy Logic for Regression Problems. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Imo Eyoh, Robert I. John, Geert De Maere, Erdal Kayacan
Hybrid Learning for Interval Type-2 Intuitionistic Fuzzy Logic Systems as Applied to Identification and Prediction Problems. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Seda Türk, Ender Özcan, Robert I. John
Multi-objective optimisation in inventory planning with supplier selection. Expert Syst. Appl. 78 (2017)
Majid Zerafat Angiz Langroudi, Mohd. Kamal Mohd. Nawawi, Ruzelan Khalid, Adli Mustafa, Ali Emrouznejad, Robert I. John, Graham Kendall
Evaluating decision-making units under uncertainty using fuzzy multi-objective nonlinear programming. INFOR Inf. Syst. Oper. Res. 55 (1) (2017)
Raras Tyasnurita, Ender Özcan, Robert I. John
Learning heuristic selection using a Time Delay Neural Network for Open Vehicle Routing. CEC (2017)
Isaac Triguero, Grazziela P. Figueredo, Mohammad Mesgarpour, Jonathan M. Garibaldi, Robert I. John
Vehicle Incident Hot Spots Identification: An Approach for Big Data. TrustCom/BigDataSE/ICESS (2017)
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)
Grazziela P. Figueredo, Isaac Triguero, Mohammad Mesgarpour, Alexandre M. Guerra, Jonathan M. Garibaldi, Robert I. John
An Immune-Inspired Technique to Identify Heavy Goods Vehicles Incident Hot Spots. IEEE Trans. Emerg. Top. Comput. Intell. 1 (4) (2017)
Hussam Hamrawi, Simon Coupland, Robert I. John
Type-2 Fuzzy Alpha-Cuts. IEEE Trans. Fuzzy Syst. 25 (3) (2017)
Erdal Kayacan, Simon Coupland, Robert I. John, Mojtaba Ahmadieh Khanesar
Elliptic membership functions and the modeling uncertainty in type-2 fuzzy logic systems as applied to time series prediction. FUZZ-IEEE (2017)
Thomas A. Runkler, Simon Coupland, Robert I. John
Interval type-2 fuzzy decision making. Int. J. Approx. Reason. 80 (2017)
Amir Pourabdollah, Robert I. John, Jonathan M. Garibaldi
A new dynamic approach for non-singleton fuzzification in noisy time-series prediction. FUZZ-IEEE (2017)
Imo Eyoh, Robert I. John, Geert De Maere
Extended Kalman filter-based learning of interval type-2 intuitionistic fuzzy logic system. SMC (2017)
Wenwen Li, Ender Özcan, Robert I. John, John H. Drake, Aneta Neumann, Markus Wagner
A modified indicator-based evolutionary algorithm (mIBEA). CEC (2017)
Chao Chen, Robert I. John, Jamie Twycross, Jonathan M. Garibaldi
Type-1 and interval type-2 ANFIS: A comparison. FUZZ-IEEE (2017)
Warren G. Jackson, Ender Özcan, Robert I. John
Tuning a Simulated Annealing metaheuristic for cross-domain search. CEC (2017)
Imo Eyoh, Robert I. John, Geert De Maere
Time series forecasting with interval type-2 intuitionistic fuzzy logic systems. FUZZ-IEEE (2017)
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)
Saeed M. Alqahtani, Robert I. John
A comparative study of different fuzzy classifiers for Cloud Intrusion Detection Systems' alerts. SSCI (2016)
Leila Baccour, Adel M. Alimi, Robert I. John
Intuitionistic Fuzzy Similarity Measures and Their Role in Classification. J. Intell. Syst. 25 (2) (2016)
Chao Chen, Robert I. John, Jamie Twycross, Jonathan M. Garibaldi
An extended ANFIS architecture and its learning properties for type-1 and interval type-2 models. FUZZ-IEEE (2016)
Graham Kendall, Ruibin Bai, Jacek Blazewicz, Patrick De Causmaecker, Michel Gendreau, Robert I. John, Jiawei Li, Barry McCollum, Erwin Pesch, Rong Qu, Nasser R. Sabar, Greet Vanden Berghe, Angelina Yee
Good Laboratory Practice for optimization research. J. Oper. Res. Soc. 67 (4) (2016)
Majid Almaraashi, Robert I. John, Adrian A. Hopgood, Samad Ahmadi
Learning of interval and general type-2 fuzzy logic systems using simulated annealing: Theory and practice. Inf. Sci. 360 (2016)
Arjab Singh Khuman, Yingjie Yang, Robert I. John
Quantification of R-fuzzy sets. Expert Syst. Appl. 55 (2016)
Imo Eyoh, Robert I. John, Geert De Maere
Interval type-2 intuitionistic fuzzy logic system for non-linear system prediction. SMC (2016)
Grazziela P. Figueredo, Philip R. Quinlan, Mohammad Mesgarpour, Jonathan M. Garibaldi, Robert I. John
A Data Analysis Framework to Rank HGV Drivers. ITSC (2015)
Fang He, Rong Qu, Robert I. John
A Compromise Based Fuzzy Goal Programming Approach With Satisfaction Function For Multi-Objective Portfolio Optimisation. ECMS (2015)
Volkan Uslan, Huseyin Seker, Robert I. John
A support vector-based interval type-2 fuzzy system. FUZZ-IEEE (2014)
Yingjie Yang, Sifeng Liu, Robert I. John
Uncertainty Representation of Grey Numbers and Grey Sets. IEEE Trans. Cybern. 44 (9) (2014)
Maikel Yelandi Leyva Vázquez, Karina Pérez Teruel, Robert I. John
A model for enterprise architecture scenario analysis based on fuzzy cognitive maps and OWA operators. CONIELECOMP (2014)
Seda Türk, Robert I. John, Ender Ozcan
Interval type-2 fuzzy sets in supplier selection. UKCI (2014)
Warren G. Jackson, Ender Özcan, Robert I. John
Fuzzy adaptive parameter control of a late acceptance hyper-heuristic. UKCI (2014)
Sultan Alhusain, Simon Coupland, Robert I. John, Maria Kavanagh
Towards machine learning based design pattern recognition. UKCI (2013)
Arjab Singh Khuman, Yingjie Yang, Robert I. John
A New Approach to Improve the Overall Accuracy and the Filter Value Accuracy of the GM (1, 1) New-Information and GM (1, 1) Metabolic Models. SMC (2013)
Sultan Alhusain, Simon Coupland, Robert I. John, Maria Kavanagh
Design Pattern Recognition by Using Adaptive Neuro Fuzzy Inference System. ICTAI (2013)
Yuying Wang, Robert I. John
Type-2 Fuzzy SARIMA system for real-valued uncertain non-stationary data-intensive seasonal time series. T2FUZZ (2013)
Simon Miller, Mario A. Góngora, Jonathan M. Garibaldi, Robert I. John
Interval type-2 fuzzy modelling and stochastic search for real-world inventory management. Soft Comput. 16 (8) (2012)
Hussam Hamrawi, Simon Coupland, Robert I. John
Parallel computation of type-2 fuzzy sets using alpha-cuts. FUZZ-IEEE (2012)
Yingjie Yang, Robert I. John
Grey sets and greyness. Inf. Sci. 185 (1) (2012)
Majid Almaraashi, Robert I. John, Simon Coupland
Designing generalised type-2 fuzzy logic systems using interval type-2 fuzzy logic systems and simulated annealing. FUZZ-IEEE (2012)
Sarah Greenfield, Francisco Chiclana, Robert I. John, Simon Coupland
The sampling method of defuzzification for type-2 fuzzy sets: Experimental evaluation. Inf. Sci. 189 (2012)
Robert I. John
Fuzzy Networks for Complex Systems: A Modular Rule Base Approach (Gegov, A.; 2010) [Book Review]. IEEE Comput. Intell. Mag. 7 (1) (2012)
Robert I. John, Simon Coupland
Type-2 Fuzzy Logic: Challenges and Misconceptions [Discussion Forum]. IEEE Comput. Intell. Mag. 7 (3) (2012)
Simon Miller, Mario A. Góngora, Robert I. John
Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management. HAIS (1) (2011)
Majid Almaraashi, Robert I. John, Simon Coupland, Adrian A. Hopgood
Time series forecasting using a TSK fuzzy system tuned with simulated annealing. FUZZ-IEEE (2010)
Youdthachai Lertworaprachaya, Yingjie Yang, Robert I. John
High-order Type-2 fuzzy time series. SoCPaR (2010)
Hussam Hamrawi, Simon Coupland, Robert I. John
A novel alpha-cut representation for type-2 fuzzy sets. FUZZ-IEEE (2010)
Simon Miller, Robert I. John
An Interval Type-2 Fuzzy multiple echelon supply chain model. Knowl. Based Syst. 23 (4) (2010)
Youdthachai Lertworaprachaya, Yingjie Yang, Robert I. John
Interval-valued fuzzy decision trees. FUZZ-IEEE (2010)
Sarah Greenfield, Francisco Chiclana, Simon Coupland, Robert I. John
Type-2 defuzzification: Two contrasting approaches. FUZZ-IEEE (2010)
Simon Miller, Mario A. Góngora, Robert I. John
Inventory optimisation with an Interval Type-2 Fuzzy model. FUZZ-IEEE (2010)
Robert I. John, Jenny Carter
The Future for Computational Intelligence Education: A Case Study of Postgraduate Courses at De Montfort University [Educational Forum]. IEEE Comput. Intell. Mag. 5 (3) (2010)
Sarah Greenfield, Francisco Chiclana, Simon Coupland, Robert I. John
The collapsing method of defuzzification for discretised interval type-2 fuzzy sets. Inf. Sci. 179 (13) (2009)
Sarah Greenfield, Francisco Chiclana, Robert I. John
Type-reduction of the discretised interval type-2 fuzzy set. FUZZ-IEEE (2009)
Simon Miller, Viara Popova, Robert I. John, Mario A. Góngora
An Interval Type-2 Fuzzy Distribution Network. IFSA/EUSFLAT Conf. (2009)
Viara Popova, Robert I. John, David Stockton
Sales Intelligence Using Web Mining. ICDM (2009)
Sarah Greenfield, Francisco Chiclana, Robert I. John
The Collapsing Method: Does the Direction of Collapse Affect Accuracy?. IFSA/EUSFLAT Conf. (2009)
Simon Miller, Robert I. John
An Interval Type-2 Fuzzy Multiple Echelon Supply Chain Model. SGAI Conf. (2009)
Mansoor Zolghadri Jahromi, Elham Parvinnia, Robert I. John
A method of learning weighted similarity function to improve the performance of nearest neighbor. Inf. Sci. 179 (17) (2009)
Yingjie Yang, Robert I. John
Global roughness of approximation and boundary rough sets. FUZZ-IEEE (2008)
Simon Coupland, Robert I. John
New geometric inference techniques for type-2 fuzzy sets. Int. J. Approx. Reason. 49 (1) (2008)
Simon Coupland, Robert I. John
A Fast Geometric Method for Defuzzification of Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 16 (4) (2008)
Robert I. John, Simon Coupland
Type-2 Fuzzy Logic: A Historical View. IEEE Comput. Intell. Mag. 2 (1) (2007)
Simon Coupland, Robert I. John
On the Accuracy of Type-2 Fuzzy Sets. FUZZ-IEEE (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Robert I. John