Robert Ivor John

Orcid: 0000-0002-2341-9993

Affiliations:
  • University of Nottingham, ASAP Research Group, UK


According to our database1, Robert Ivor John authored at least 169 papers between 1994 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Type-1 OWA Operators in Aggregating Multiple Sources of Uncertain Information: Properties and Real-World Applications in Integrated Diagnosis.
IEEE Trans. Fuzzy Syst., 2021

A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2021

Constrained Interval Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2021

A Comprehensive Study of the Efficiency of Type-Reduction Algorithms.
IEEE Trans. Fuzzy Syst., 2021

Interval type-2 fuzzy sets improved by Simulated Annealing for locating the electric charging stations.
Inf. Sci., 2021

Fuzzy <i>k</i>-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise.
Neurocomputing, 2021

Offshore wind farm site selection using interval rough numbers based Best-Worst Method and MARCOS.
Appl. Soft Comput., 2021

2020
Comparing Performance Potentials of Classical and Intuitionistic Fuzzy Systems in Terms of Sculpting the State Space.
IEEE Trans. Fuzzy Syst., 2020

Alpha-cut representation used for defuzzification in rule-based systems.
Fuzzy Sets Syst., 2020

Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise.
CoRR, 2020

A Bibliometric Overview of the Field of Type-2 Fuzzy Sets and Systems [Discussion Forum].
IEEE Comput. Intell. Mag., 2020

Galaxy Image Classification Based on Citizen Science Data: A Comparative Study.
IEEE Access, 2020

Comparing Intervals Using Type Reduction.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Juzzy Constrained: Software for Constrained Interval Type-2 Fuzzy Sets and Systems in Java.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Constrained Interval Type-2 Fuzzy Classification Systems for Explainable AI (XAI).
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Identifying Heavy Goods Vehicle Driving Styles in the United Kingdom.
IEEE Trans. Intell. Transp. Syst., 2019

A Learning Automata-Based Multiobjective Hyper-Heuristic.
IEEE Trans. Evol. Comput., 2019

Handling uncertainty in citizen science data: Towards an improved amateur-based large-scale classification.
Inf. Sci., 2019

The quantification of subjectivity: The R-fuzzy grey analysis framework.
Expert Syst. Appl., 2019

PAS3-HSID: a Dynamic Bio-Inspired Approach for Real-Time Hot Spot Identification in Data Streams.
Cogn. Comput., 2019

New Entropy-Based Similarity Measure between Interval-Valued Intuitionstic Fuzzy Sets.
Axioms, 2019

Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity.
IEEE Access, 2019

Enabling Real-time Communications and Services in Heterogeneous Networks of Drones and Vehicles.
Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

Towards Real-Time Heavy Goods Vehicle Driving Behaviour Classification in the United Kingdom.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

A Study on the Interpretability of a Fuzzy System to Control an Inverted Pendulum.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Fuzzy Hot Spot Identification for Big Data: An Initial Approach.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Just-In-Time Supply Chain Management Using Interval Type-2 Fuzzy Decision Making.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Preliminary Approach for the Exploitation of Citizen Science Data for Fast and Robust Fuzzy k-Nearest Neighbour Classification.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

On the Concept of Meaningfulness in Constrained Type-2 Fuzzy Sets.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
On Nie-Tan Operator and Type-Reduction of Interval Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2018

Hybrid Learning for Interval Type-2 Intuitionistic Fuzzy Logic Systems as Applied to Identification and Prediction Problems.
IEEE Trans. Fuzzy Syst., 2018

Interval Type-2 A-Intuitionistic Fuzzy Logic for Regression Problems.
IEEE Trans. Fuzzy Syst., 2018

A Comment on "A Direct Approach for Determining the Switch Points in the Karnik-Mendel Algorithm".
IEEE Trans. Fuzzy Syst., 2018

A Direct Approach for Determining the Switch Points in the Karnik-Mendel Algorithm.
IEEE Trans. Fuzzy Syst., 2018

Type reduction operators for interval type-2 defuzzification.
Inf. Sci., 2018

Move acceptance in local search metaheuristics for cross-domain search.
Expert Syst. Appl., 2018

Type-2 fuzzy elliptic membership functions for modeling uncertainty.
Eng. Appl. Artif. Intell., 2018

Understanding Information Centric Layer of Adaptive Collaborative Caching Framework in Mobile Disconnection-Prone Networks.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Interval Type-2 Intuitionistic Fuzzy Logic Systems - A Comparative Evaluation.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017
Type-2 Fuzzy Alpha-Cuts.
IEEE Trans. Fuzzy Syst., 2017

An Immune-Inspired Technique to Identify Heavy Goods Vehicles Incident Hot Spots.
IEEE Trans. Emerg. Top. Comput. Intell., 2017

Evaluating decision-making units under uncertainty using fuzzy multi-objective nonlinear programming.
INFOR Inf. Syst. Oper. Res., 2017

Interval type-2 fuzzy decision making.
Int. J. Approx. Reason., 2017

Multi-objective optimisation in inventory planning with supplier selection.
Expert Syst. Appl., 2017

Vehicle Incident Hot Spots Identification: An Approach for Big Data.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Extended Kalman filter-based learning of interval type-2 intuitionistic fuzzy logic system.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

A new dynamic approach for non-singleton fuzzification in noisy time-series prediction.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Elliptic membership functions and the modeling uncertainty in type-2 fuzzy logic systems as applied to time series prediction.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Similarity-based non-singleton fuzzy logic control for improved performance in UAVs.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Time series forecasting with interval type-2 intuitionistic fuzzy logic systems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Type-1 and interval type-2 ANFIS: A comparison.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Learning heuristic selection using a Time Delay Neural Network for Open Vehicle Routing.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A modified indicator-based evolutionary algorithm (mIBEA).
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Tuning a Simulated Annealing metaheuristic for cross-domain search.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Computing Nash Equilibria and Evolutionarily Stable States of Evolutionary Games.
IEEE Trans. Evol. Comput., 2016

Good Laboratory Practice for optimization research.
J. Oper. Res. Soc., 2016

Intuitionistic Fuzzy Similarity Measures and Their Role in Classification.
J. Intell. Syst., 2016

Learning of interval and general type-2 fuzzy logic systems using simulated annealing: Theory and practice.
Inf. Sci., 2016

Quantification of R-fuzzy sets.
Expert Syst. Appl., 2016

A comparative study of different fuzzy classifiers for Cloud Intrusion Detection Systems' alerts.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

R-fuzzy sets and grey system theory.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Interval type-2 intuitionistic fuzzy logic system for non-linear system prediction.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A similarity-based inference engine for non-singleton fuzzy logic systems.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A comparative study on the control of quadcopter UAVs by using singleton and non-singleton fuzzy logic controllers.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

An extended ANFIS architecture and its learning properties for type-1 and interval type-2 models.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A comparative study of fuzzy parameter control in a general purpose local search metaheuristic.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
A Data Analysis Framework to Rank HGV Drivers.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Properties of interval type-2 defuzzification operators.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A significance measure for R-fuzzy sets.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A Compromise Based Fuzzy Goal Programming Approach With Satisfaction Function For Multi-Objective Portfolio Optimisation.
Proceedings of the 29th European Conference on Modelling and Simulation, 2015

A simulated annealing approach to supplier selection aware inventory planning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Uncertainty Representation of Grey Numbers and Grey Sets.
IEEE Trans. Cybern., 2014

Interval-valued fuzzy decision trees with optimal neighbourhood perimeter.
Appl. Soft Comput., 2014

Interval type-2 fuzzy sets in supplier selection.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Fuzzy adaptive parameter control of a late acceptance hyper-heuristic.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Experimental analysis of crisp similarity and distance measures.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

A commentary on some of the intrinsic differences between grey systems and fuzzy systems.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

A support vector-based interval type-2 fuzzy system.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A new monotonie type-reducer for interval type-2 fuzzy sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Automatic learning of general type-2 fuzzy logic systems using simulated annealing.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A model for enterprise architecture scenario analysis based on fuzzy cognitive maps and OWA operators.
Proceedings of the 24th International Conference on Electronics, 2014

2013
Geometric Type-2 Fuzzy Sets.
Proceedings of the Advances in Type-2 Fuzzy Sets and Systems - Theory and Applications, 2013

Similarity measures for intuitionistic fuzzy sets: State of the art.
J. Intell. Fuzzy Syst., 2013

Experimental validation of a type-2 fuzzy logic controller for energy management in hybrid electrical vehicles.
Eng. Appl. Artif. Intell., 2013

Towards machine learning based design pattern recognition.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Type-2 Fuzzy SARIMA system for real-valued uncertain non-stationary data-intensive seasonal time series.
Proceedings of the 2013 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2013

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.
Proceedings of the IEEE International Conference on Systems, 2013

Design Pattern Recognition by Using Adaptive Neuro Fuzzy Inference System.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

2012
Interval type-2 fuzzy modelling and stochastic search for real-world inventory management.
Soft Comput., 2012

Incorporation of expert variability into breast cancer treatment recommendation in designing clinical protocol guided fuzzy rule system models.
J. Biomed. Informatics, 2012

Grey sets and greyness.
Inf. Sci., 2012

A survey-based type-2 fuzzy logic system for energy management in hybrid electrical vehicles.
Inf. Sci., 2012

The sampling method of defuzzification for type-2 fuzzy sets: Experimental evaluation.
Inf. Sci., 2012

Type-2 Fuzzy Logic: Challenges and Misconceptions [Discussion Forum].
IEEE Comput. Intell. Mag., 2012

Fuzzy Networks for Complex Systems: A Modular Rule Base Approach (Gegov, A.; 2010) [Book Review].
IEEE Comput. Intell. Mag., 2012

Parallel computation of type-2 fuzzy sets using alpha-cuts.
Proceedings of the FUZZ-IEEE 2012, 2012

Designing generalised type-2 fuzzy logic systems using interval type-2 fuzzy logic systems and simulated annealing.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Fuzzification of the OWA Operators for Aggregating Uncertain Information with Uncertain Weights.
Proceedings of the Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice, 2011

Alpha-Level Aggregation: A Practical Approach to Type-1 OWA Operation for Aggregating Uncertain Information with Applications to Breast Cancer Treatments.
IEEE Trans. Knowl. Data Eng., 2011

Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Relationship between intuitionistic fuzzy similarity measures.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
An Interval Type-2 Fuzzy multiple echelon supply chain model.
Knowl. Based Syst., 2010

On aggregating uncertain information by type-2 OWA operators for soft decision making.
Int. J. Intell. Syst., 2010

Evolutionary optimisation of noisy multi-objective problems using confidence-based dynamic resampling.
Eur. J. Oper. Res., 2010

The Future for Computational Intelligence Education: A Case Study of Postgraduate Courses at De Montfort University [Educational Forum].
IEEE Comput. Intell. Mag., 2010

High-order Type-2 fuzzy time series.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Inventory optimisation with an Interval Type-2 Fuzzy model.
Proceedings of the FUZZ-IEEE 2010, 2010

Interval-valued fuzzy decision trees.
Proceedings of the FUZZ-IEEE 2010, 2010

A novel alpha-cut representation for type-2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2010, 2010

Type-2 defuzzification: Two contrasting approaches.
Proceedings of the FUZZ-IEEE 2010, 2010

Time series forecasting using a TSK fuzzy system tuned with simulated annealing.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Type-2 Fuzzy Logic and the Modelling of Uncertainty in Applications.
Proceedings of the Human-Centric Information Processing Through Granular Modelling, 2009

Fuzzy Logic, Type-2 andUncertainty.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

On Constructing Parsimonious Type-2 Fuzzy Logic Systems via Influential Rule Selection.
IEEE Trans. Fuzzy Syst., 2009

A method of learning weighted similarity function to improve the performance of nearest neighbor.
Inf. Sci., 2009

The collapsing method of defuzzification for discretised interval type-2 fuzzy sets.
Inf. Sci., 2009

Fuzziness index driven fuzzy relaxation algorithm and applications to image processing.
Ann. Oper. Res., 2009

Sales Intelligence Using Web Mining.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009

Type-1 OWA operator based non-stationary fuzzy decision support systems for breast cancer treatments.
Proceedings of the FUZZ-IEEE 2009, 2009

Methods of interpretation of a non-stationary fuzzy system for the treatment of breast cancer.
Proceedings of the FUZZ-IEEE 2009, 2009

Type-reduction of the discretised interval type-2 fuzzy set.
Proceedings of the FUZZ-IEEE 2009, 2009

An Interval Type-2 Fuzzy Distribution Network.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

The Collapsing Method: Does the Direction of Collapse Affect Accuracy?.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Type-2 Fuzzy Logic and the Modelling of Uncertainty.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

A Fast Geometric Method for Defuzzification of Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2008

Generalisation of roughness bounds in rough set operations.
Int. J. Approx. Reason., 2008

New geometric inference techniques for type-2 fuzzy sets.
Int. J. Approx. Reason., 2008

Type-1 OWA operators for aggregating uncertain information with uncertain weights induced by type-2 linguistic quantifiers.
Fuzzy Sets Syst., 2008

Type-2 OWA operators - aggregating type-2 fuzzy sets in soft decision making.
Proceedings of the FUZZ-IEEE 2008, 2008

Global roughness of approximation and boundary rough sets.
Proceedings of the FUZZ-IEEE 2008, 2008

Compact fuzzy rules induction and feature extraction using SVM with particle swarms for breast cancer treatments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A parallel surrogate-assisted multi-objective evolutionary algorithm for computationally expensive optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Geometric Type-1 and Type-2 Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst., 2007

Interactive image enhancement by fuzzy relaxation.
Int. J. Autom. Comput., 2007

Type-2 Fuzzy Logic: A Historical View.
IEEE Comput. Intell. Mag., 2007

New Type-2 Rule Ranking Indices for Designing Parsimonious Interval Type-2 Fuzzy Logic Systems.
Proceedings of the FUZZ-IEEE 2007, 2007

Fuzzy Logic Control System for Autonomous Sailboats.
Proceedings of the FUZZ-IEEE 2007, 2007

Optimised Generalised Type-2 Join and Meet Operations.
Proceedings of the FUZZ-IEEE 2007, 2007

On the Accuracy of Type-2 Fuzzy Sets.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Interval Type-2 Fuzzy Logic Systems Made Simple.
IEEE Trans. Fuzzy Syst., 2006

Roughness bounds in rough set operations.
Inf. Sci., 2006

Roughness Bounds in Set-oriented Rough Set Operations.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

The Extended Sup-Star Composition for Type-2 Fuzzy Sets Made Simple.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

An Investigation into Alternative Methods for the Defuzzification of an Interval Type-2 Fuzzy Set.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Modeling uncertainty in clinical diagnosis using fuzzy logic.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Fuzzy Methods For Medical Diagnosis.
Appl. Artif. Intell., 2005

Towards More Efficient Type-2 Fuzzy Logic Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Geometric Interval Type-2 Fuzzy Systems.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004
Computer aided fuzzy medical diagnosis.
Inf. Sci., 2004

Preface.
Fuzzy Sets Syst., 2004

A case study to illustrate the use of non-convex membership functions for linguistic terms.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

A new and efficient method for the type-2 meet operation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Soft computing and hybrid approaches: An introduction to this special issue.
Inf. Sci., 2003

Choosing membership functions of linguistic terms.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Grey systems and interval valued fuzzy sets.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

Modelling nursing intuition - a non-deterministic approach.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2002
Type-2 fuzzy sets made simple.
IEEE Trans. Fuzzy Syst., 2002

Embedded interval valued type-2 fuzzy sets.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Type-2 fuzzy diagnosis.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
Fuzzy User Modeling for Information Retrieval on the World Wide Web.
Knowl. Inf. Syst., 2001

The fuzzy medical group in the centre for computational Intelligence.
Artif. Intell. Medicine, 2001

2000
Perception modelling using type-2 fuzzy sets.
PhD thesis, 2000

Neuro-fuzzy clustering of radiographic tibia image data using type 2 fuzzy sets.
Inf. Sci., 2000

Predicting corporate bankruptcy using modular neural networks.
Proceedings of the IEEE/IAFE/INFORMS 2000 Conference on Computational Intelligence for Financial Engineering, 2000

1999
Fuzzy Sets of Type-2.
J. Adv. Comput. Intell. Intell. Informatics, 1999

1998
Type 2 Fuzzy Sets: An Appraisal of Theory and Applications.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998

A type 2 adaptive fuzzy inferencing system.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997
Application of the fuzzy ART/MAP and MinMax/MAP neural network models to radiographic image classification.
Artif. Intell. Medicine, 1997

1994
Apply Back Propagation Neural Networks to the Differential Diagnosis of Brain Disease.
Proceedings of the 12st IASTED International Conference on Applied Informatics, 1994


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