Jonathan M. Garibaldi

Orcid: 0000-0002-9690-7074

Affiliations:
  • University of Nottingham, UK


According to our database1, Jonathan M. Garibaldi authored at least 256 papers between 1997 and 2024.

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Bibliography

2024
Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI).
IEEE Trans. Artif. Intell., September, 2024

Boundary-wise loss for medical image segmentation based on fuzzy rough sets.
Inf. Sci., 2024

A pattern-based algorithm with fuzzy logic bin selector for online bin packing problem.
Expert Syst. Appl., 2024

ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation.
CoRR, 2024

Gradient-based Fuzzy System Optimisation via Automatic Differentiation - FuzzyR as a Use Case.
CoRR, 2024

A Comprehensive Guideline to Design Interpretable Hierarchical Fuzzy Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023
Reshaping Wearable Robots Using Fuzzy Intelligence: Integrating Type-2 Fuzzy Decision, Intelligent Control, and Origami Structure.
IEEE Trans. Fuzzy Syst., November, 2023

A Novel Quality Control Algorithm for Medical Image Segmentation Based on Fuzzy Uncertainty.
IEEE Trans. Fuzzy Syst., 2023

A Recommender System Approach for Very Large-scale Multiobjective Optimization.
CoRR, 2023

SoftED: Metrics for Soft Evaluation of Time Series Event Detection.
CoRR, 2023

Towards Causal Fuzzy System Rules Using Causal Direction.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

The Design and Implementation of a Constrained Interval Type-2 Fuzzy System for Credit Card Fraud Detection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Decomposing Conventional Fuzzy Logic Systems to Hierarchical Fuzzy Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
Network Intrusion Detection Based on Dynamic Intuitionistic Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2022

Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2022

A Constrained Parametric Approach for Modeling Uncertain Data.
IEEE Trans. Fuzzy Syst., 2022

Clustering-Based Representation Learning through Output Translation and Its Application to Remote-Sensing Images.
Remote. Sens., 2022

LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint.
Medical Image Anal., 2022

The DAO to DeSci: AI for Free, Fair, and Responsibility Sensitive Sciences.
IEEE Intell. Syst., 2022

CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag., 2022

CIS Publication Spotlight.
IEEE Comput. Intell. Mag., 2022

Counterfactual rule generation for fuzzy rule-based classification systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Modelling Hierarchical Fuzzy Systems for Mango Grading via FuzzyR Toolkit.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Quality Quantification in Deep Convolutional Neural Networks for Skin Lesion Segmentation using Fuzzy Uncertainty Measurement.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
End-to-End Fovea Localisation in Colour Fundus Images With a Hierarchical Deep Regression Network.
IEEE Trans. Medical Imaging, 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

Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems - A Participatory Design Approach.
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

Relative geometry-aware siamese neural network for 6DOF camera relocalization.
Neurocomputing, 2021

On Designing Good Representation Learning Models.
CoRR, 2021

CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag., 2021

Creating a Hierarchical Fuzzy System to Assess Physical Activity Levels from Fitbit Data.
Proceedings of the Advances in Computational Intelligence Systems, 2021

A Fuzzy Aggregation based Ensemble Framework for Accurate and Stable Feature Selection.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Designing the Hierarchical Fuzzy Systems Via FuzzyR Toolbox.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

FuzzyDCNN: Incorporating Fuzzy Integral Layers to Deep Convolutional Neural Networks for Image Segmentation.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Attention by Selection: A Deep Selective Attention Approach to Breast Cancer Classification.
IEEE Trans. Medical Imaging, 2020

Deep Fuzzy Tree for Large-Scale Hierarchical Visual Classification.
IEEE Trans. Fuzzy Syst., 2020

ADONiS - Adaptive Online Nonsingleton Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst., 2020

Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders.
Fuzzy Sets Syst., 2020

DRU-Net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both?
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

An Improved Complexity Measure in Hierarchical Fuzzy Systems.
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

FuzzyR: An Extended Fuzzy Logic Toolbox for the R Programming Language.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Uncertainty-Aware Forecasting of Renewable Energy Sources.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019
An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer TMA.
IEEE Trans. Medical Imaging, 2019

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

Indoor Topological Localization Using a Visual Landmark Sequence.
Remote. Sens., 2019

The need for fuzzy AI.
IEEE CAA J. Autom. Sinica, 2019

CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag., 2019

CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag., 2019

Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles.
Artif. Intell. Medicine, 2019

Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

FU-Net: Multi-class Image Segmentation Using Feedback Weighted U-Net.
Proceedings of the Image and Graphics - 10th International Conference, 2019

A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Measure of Structural Complexity of Hierarchical Fuzzy Systems Adapted from Software Engineering.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels.
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

Fuzzy Integral Driven Ensemble Classification using A Priori Fuzzy Measures.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer Screening.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

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

Editorial Celebrating 25 Years of the IEEE Transactions on Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2018

An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray.
CoRR, 2018

CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag., 2018

Direct Application of Convolutional Neural Network Features to Image Quality Assessment.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Interpretability and Complexity of Design in the Creation of Fuzzy Logic Systems - A User Study.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Performance Optimization of a Fuzzy Entropy Based Feature Selection and Classification Framework.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Noise Parameter Estimation for Non-Singleton Fuzzy Logic Systems.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

A Classification-Regression Deep Learning Model for People Counting.
Proceedings of the Intelligent Systems and Applications, 2018

Exploring Subsethood to Determine Firing Strength in Non-Singleton Fuzzy Logic Systems.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Exploring Constrained Type-2 Fuzzy Sets.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

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

Modeling and control of operator functional state in a unified framework of fuzzy inference petri nets.
Comput. Methods Programs Biomed., 2017

CIS Publication Spotlight [Publication Spotlight].
IEEE Comput. Intell. Mag., 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

HEp-2 cell classification based on a Deep Autoencoding-Classification convolutional neural network.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

Visual landmark sequence-based indoor localization.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, 2017

Interpretability indices for hierarchical fuzzy systems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 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

Exploring the use of type-2 fuzzy sets in multi-criteria decision making based on TOPSIS.
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

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

2016
Improved Uncertainty Capture for Nonsingleton Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2016

Editorial.
IEEE Trans. Fuzzy Syst., 2016

A multi-cycled sequential memetic computing approach for constrained optimisation.
Inf. Sci., 2016

Juxtaposition of System Dynamics and Agent-based Simulation for a Case Study in Immunosenescence.
CoRR, 2016

Modelling cyber-security experts' decision making processes using aggregation operators.
Comput. Secur., 2016

Validation of a Quantifier-Based Fuzzy Classification System for Breast Cancer Patients on External Independent Cohorts.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

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

An exploration of issues and limitations in current methods of TOPSIS and fuzzy TOPSIS.
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

Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
From Interval-Valued Data to General Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2015

Leaf classification using multiple feature analysis based on semi-supervised clustering.
J. Intell. Fuzzy Syst., 2015

A hybrid model for automatic identification of risk factors for heart disease.
J. Biomed. Informatics, 2015

Automatic detection of protected health information from clinic narratives.
J. Biomed. Informatics, 2015

A supervised adverse drug reaction signalling framework imitating Bradford Hill's causality considerations.
J. Biomed. Informatics, 2015

A Data Mining framework to model Consumer Indebtedness with Psychological Factors.
CoRR, 2015

Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

A Comparison between Two Types of Fuzzy TOPSIS Method.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

A Simplified Method of FOU Design Utlising Simulated Annealing.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

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

Ensemble fuzzy classifiers design using weighted aggregation criteria.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

On transitioning from type-1 to interval type-2 fuzzy logic systems.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
A Novel Semisupervised Algorithm for Rare Prescription Side Effect Discovery.
IEEE J. Biomed. Health Informatics, 2014

Context-Dependent Fuzzy Systems With Application to Time-Series Prediction.
IEEE Trans. Fuzzy Syst., 2014

Attributes for Causal Inference in Longitudinal Observational Databases.
CoRR, 2014

Signalling Paediatric Side Effects using an Ensemble of Simple Study Designs.
CoRR, 2014

A Novel Semi-Supervised Algorithm for Rare Prescription Side Effect Discovery.
CoRR, 2014

A methodology for automatic classification of breast cancer immunohistochemical data using semi-supervised Fuzzy c-means.
Central Eur. J. Oper. Res., 2014

Identifying stable breast cancer subgroups using semi-supervised fuzzy c-means on a reduced panel of biomarkers.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Augmented Neural Networks for modelling consumer indebtness.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Neural networks and AdaBoost algorithm based ensemble models for enhanced forecasting of nonlinear time series.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Personalising Mobile Advertising Based on Users' Installed Apps.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

A Data Mining Framework to Model Consumer Indebtedness with Psychological Factors.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

A general type-II similarity based model for breast cancer grading with FTIR spectral data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Exploring statistical attributes obtained from fuzzy agreement models.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Investigating distance metric learning in semi-supervised fuzzy c-means clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

L-fuzzy inference.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Type-1 or interval type-2 fuzzy logic systems - On the relationship of the amount of uncertainty and FOU size.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Tuning a multiple classifier system for side effect discovery using genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Comparison of algorithms that detect drug side effects using electronic healthcare databases.
Soft Comput., 2013

Towards a More Systematic Approach to Secure Systems Design and Analysis.
Int. J. Secur. Softw. Eng., 2013

An Intelligent Multi-Restart Memetic Algorithm for Box Constrained Global Optimisation.
Evol. Comput., 2013

Investigating the Detection of Adverse Drug Events in a UK General Practice Electronic Health-Care Database.
CoRR, 2013

Using Clustering to extract Personality Information from socio economic data.
CoRR, 2013

Examining the Classification Accuracy of TSVMs with ?Feature Selection in Comparison with the GLAD Algorithm.
CoRR, 2013

Performance Measurement Under Increasing Environmental Uncertainty In The Context of Interval Type-2 Fuzzy Logic Based Robotic Sailing.
CoRR, 2013

A quantifier-based fuzzy classification system for breast cancer patients.
Artif. Intell. Medicine, 2013

Towards a method of identifying the causes of poor user experience on websites.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Similarity based applications for data-driven concept and word models based on type-1 and type-2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2013, 2013

Modelling distributions of the temporal membership grades for non-stationary fuzzy sets.
Proceedings of the FUZZ-IEEE 2013, 2013

An improved optimisation framework for fuzzy time-series prediction.
Proceedings of the FUZZ-IEEE 2013, 2013

Improving semi-supervised fuzzy c-means classification of Breast Cancer data using feature selection.
Proceedings of the FUZZ-IEEE 2013, 2013

Interval type-2 fuzzy logic based robotic sailing.
Proceedings of the FUZZ-IEEE 2013, 2013

Evolving OWA operators for cyber security decision making problems.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Cyber Security, 2013

Attributes for causal inference in electronic healthcare databases.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Robust Bayesian Clustering for Replicated Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

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

MysiRNA: Improving siRNA efficacy prediction using a machine-learning model combining multi-tools and whole stacking energy (ΔG).
J. Biomed. Informatics, 2012

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

A comparative study of novel robust clustering algorithms.
Intell. Data Anal., 2012

Comparing data-mining algorithms developed for longitudinal observational databases.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

Context modelling in fuzzy systems.
Proceedings of the FUZZ-IEEE 2012, 2012

A fuzzy logic based Multi-criteria Group Decision Making system for the assesement of umbilical cord acid-base balance.
Proceedings of the FUZZ-IEEE 2012, 2012

Constructing General Type-2 fuzzy sets from interval-valued data.
Proceedings of the FUZZ-IEEE 2012, 2012

A framework for automatic modelling of survival using fuzzy inference.
Proceedings of the FUZZ-IEEE 2012, 2012

An investigation into the relationship between type-2 FOU size and environmental uncertainty in robotic control.
Proceedings of the FUZZ-IEEE 2012, 2012

Investigating Distance Metrics in Semi-supervised Fuzzy c-Means for Breast Cancer Classification.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2012

Measuring healthcare decision aid effectiveness.
Proceedings of CBMS 2012, 2012

Including Explicitly the Question of ‘Which' in Evaluation Studies.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

Understanding and Addressing the ‘Fit' between User, Technology and Organization in Evaluating user Acceptance of Healthcare Technology.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

Discovering sequential patterns in a UK general practice database.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 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

Clustering of protein expression data: a benchmark of statistical and neural approaches.
Soft Comput., 2011

A 'non-parametric' version of the naive Bayes classifier.
Knowl. Based Syst., 2011

Constrained type-2 fuzzy sets.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

Robust Dirichlet Process mixtures.
Proceedings of the Seventh International Conference on Natural Computation, 2011

A fuzzy toolbox for the R programming language.
Proceedings of the FUZZ-IEEE 2011, 2011

A comparison of distance-based semi-supervised fuzzy c-means clustering algorithms.
Proceedings of the FUZZ-IEEE 2011, 2011

A comparison of non-stationary, type-2 and dual surface fuzzy control.
Proceedings of the FUZZ-IEEE 2011, 2011

Discovering Hidden Pathways in Bioinformatics.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2011

2010
Robust mixture clustering using Pearson type VII distribution.
Pattern Recognit. Lett., 2010

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

GP challenge: evolving energy function for protein structure prediction.
Genet. Program. Evolvable Mach., 2010

Real-world transfer of evolved artificial immune system behaviours between small and large scale robotic platforms.
Evol. Intell., 2010

The Use of Probabilistic Systems to Mimic the Behaviour of Idiotypic AIS Robot Controllers
CoRR, 2010

Mimicking the Behaviour of Idiotypic AIS Robot Controllers Using Probabilistic Systems
CoRR, 2010

A methodology to identify consensus classes from clustering algorithms applied to immunohistochemical data from breast cancer patients.
Comput. Biol. Medicine, 2010

Two-timescale learning using idiotypic behaviour mediation for a navigating mobile robot.
Appl. Soft Comput., 2010

Robust mixture modeling using the Pearson type VII distribution.
Proceedings of the International Joint Conference on Neural Networks, 2010

An Investigation of the Effect of Input Representation in ANFIS Modelling of Breast Cancer Survival.
Proceedings of the ICFC-ICNC 2010, 2010

Classifying in the Presence of Uncertainty: A DCA Perspective.
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010

Learning Pathway-based Decision Rules to Classify Microarray Cancer Samples.
Proceedings of the German Conference on Bioinformatics 2010, 2010

Adaptive neuro-fuzzy inference system (ANFIS) in modelling breast cancer survival.
Proceedings of the FUZZ-IEEE 2010, 2010

A novel dual-surface type-2 controller for micro robots.
Proceedings of the FUZZ-IEEE 2010, 2010

Consensus Clustering And Fuzzy Classification For Breast Cancer Prognosis.
Proceedings of the European Conference on Modelling and Simulation, 2010

A novel memetic algorithm for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A novel framework to elucidate core classes in a dataset.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A Novel Evaluation Model of user Acceptance of Software Technology in Healthcare Sector.
Proceedings of the HEALTHINF 2010, 2010

2009
Multiple-Test Analysis of Sequences of SNPs for Determining Susceptibility to Pre-eclampsia.
Proceedings of the Computational Intelligence and Bioengineering, 2009

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

Shared Potential Fields and their place in a multi-robot co-ordination taxonomy.
Robotics Auton. Syst., 2009

Cancer profiles by affinity propagation.
Int. J. Knowl. Eng. Soft Data Paradigms, 2009

Automated self-assembly programming paradigm: The impact of network topology.
Int. J. Intell. Syst., 2009

An investigation of fuzzy multiple heuristic orderings in the construction of university examination timetables.
Comput. Oper. Res., 2009

Supervised machine learning algorithms for protein structure classification.
Comput. Biol. Chem., 2009

ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalization.
BMC Bioinform., 2009

An Investigation into the Distribution of Membership Grades for Non-stationary Fuzzy Sets.
Proceedings of the IJCCI 2009, 2009

The implementation of a novel, bio-inspired, robotic security system.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Geometrical insights into the dendritic cell algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 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

Linguistic rulesets extracted from a quantifier-based fuzzy classification system.
Proceedings of the FUZZ-IEEE 2009, 2009

A comparison of Type-1 and Type-2 fuzzy controllers in a micro-robot context.
Proceedings of the FUZZ-IEEE 2009, 2009

A framework for the application of decision trees to the analysis of SNPs data.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2009

Evolutionary design of the energy function for protein structure prediction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms.
Proceedings of the Artifical Evolution, 2009

2008
Nonstationary Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2008

The 2007 IEEE CEC simulated car racing competition.
Genet. Program. Evolvable Mach., 2008

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

Frequency analysis for dendritic cell population tuning.
Evol. Intell., 2008

A Comparison of Three Different Methods for Classification of Breast Cancer Data.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Genetic-algorithm Seeding of Idiotypic Networks for Mobile-robot Navigation.
Proceedings of the ICINCO 2008, 2008

An Idiotypic Immune Network as a Short-Term Learning Architecture for Mobile Robots.
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008

The Limitations of Frequency Analysis for Dendritic Cell Population Modelling.
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008

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

A novel fuzzy inferencing methodology for simulated car racing.
Proceedings of the FUZZ-IEEE 2008, 2008

Generalisations of the concept of a non-stationary fuzzy set - a starting point to a formal discussion.
Proceedings of the FUZZ-IEEE 2008, 2008

A fuzzy approach for the 2007 CIG simulated car racing competition.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 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

2007
Idiotypic Immune Networks in Mobile-Robot Control.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Uncertain Fuzzy Reasoning: A Case Study in Modelling Expert Decision Making.
IEEE Trans. Fuzzy Syst., 2007

A novel fuzzy clustering algorithm for the analysis of axillary lymph node tissue sections.
Appl. Intell., 2007

The Application of a Dendritic Cell Algorithm to a Robotic Classifier.
Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

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

New Concepts Related to Non-Stationary Fuzzy Sets.
Proceedings of the FUZZ-IEEE 2007, 2007

Fuzzy Grid Scheduling Using Tabu Search.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
A Novel Fuzzy Approach to Evaluate the Quality of Examination Timetabling.
Proceedings of the Practice and Theory of Automated Timetabling VI, 2006

On Relationships Between Primary Membership Functions and Output Uncertainties in Interval Type-2 and Non-Stationary Fuzzy Sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Lattice models of peptide aggregation: Evaluation of conformational search algorithms.
J. Comput. Chem., 2005

Simulated Annealing Fuzzy Clustering in Cancer Diagnosis.
Informatica (Slovenia), 2005

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

A Comparison of Adaptive and Static Agents in Equity Market Trading.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

The Association between Non-Stationary and Interval Type-2 Fuzzy Sets: A Case Study.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Fuzzy Clustering in Biochemical Analysis of Cancer Cells.
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

A Multi-agent Infrastructure and a Service Level Agreement Negotiation Protocol for Robust Scheduling in Grid Computing.
Proceedings of the Advances in Grid Computing, 2005

2004
Fuzzy Multiple Heuristic Orderings for Examination Timetabling.
Proceedings of the Practice and Theory of Automated Timetabling V, 2004

Agent based Genetic Algorithm Employing Financial Technical Analysis for Making Trading Decisions Using Historical Equity Market Data.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

Effect of type-2 fuzzy membership function shape on modelling variation in human decision making.
Proceedings of the IEEE International Conference on Fuzzy Systems, 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

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

Automated scheduling, optimisation and planning research group - School of Computer Science and IT: report 2001-2002.
University, 2003

2002
Real-Time Correlation-Based Stereo Vision with Reduced Border Errors.
Int. J. Comput. Vis., 2002

Fast, unconstrained camera motion estimation from stereo without tracking and robust statistics.
Proceedings of the Seventh International Conference on Control, 2002

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

Towards the identification of intelligent systems currently in routine use in medicine and dentistry.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000
Receiver operating characteristic analysis for intelligent medical systems-a new approach for finding confidence intervals.
IEEE Trans. Biomed. Eng., 2000

1999
Application of simulated annealing fuzzy model tuning to umbilical cord acid-base interpretation.
IEEE Trans. Fuzzy Syst., 1999

The evaluation of an expert system for the analysis of umbilical cord blood.
Artif. Intell. Medicine, 1999

A Fuzzy System for Fetal Heart Rate Assessment.
Proceedings of the Computational Intelligence, 1999

1997
Intelligent techniques for handling uncertainty in the assessment of neonatal outcome.
PhD thesis, 1997

The development and implementation of an expert system for the analysis of umbilical cord blood.
Artif. Intell. Medicine, 1997


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