Jonathan M. Garibaldi

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 93

Top Venues

FUZZ-IEEE

CoRR

IEEE Trans. Fuzzy Syst.

FUZZ

University of Plymouth, UK (PHD)

Education History

University of Plymouth, UK

PHD

Publications

Tajul Rosli Bin Razak, Jonathan M. Garibaldi, Christian Wagner
A Comprehensive Guideline to Design Interpretable Hierarchical Fuzzy Systems. FUZZ (2024)
Chao Chen, Christian Wagner, Jonathan M. Garibaldi
Gradient-based Fuzzy System Optimisation via Automatic Differentiation - FuzzyR as a Use Case. CoRR (2024)
Qiao Lin, Xin Chen, Chao Chen, Jonathan M. Garibaldi
Boundary-wise loss for medical image segmentation based on fuzzy rough sets. Inf. Sci. 661 (2024)
Qing Xu, Jiaxuan Li, Xiangjian He, Ziyu Liu, Zhen Chen, Wenting Duan, Chenxin Li, Maggie M. He, Fiseha B. Tesema, Wooi P. Cheah, Yi Wang, Rong Qu, Jonathan M. Garibaldi
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation. CoRR (2024)
Te Zhang, Jingda Ying, Christian Wagner, Jonathan M. Garibaldi
Towards Causal Fuzzy System Rules Using Causal Direction. FUZZ (2023)
Shiyuan Bian, Jonathan M. Garibaldi, Zhijun Li
Reshaping Wearable Robots Using Fuzzy Intelligence: Integrating Type-2 Fuzzy Decision, Intelligent Control, and Origami Structure. IEEE Trans. Fuzzy Syst. 31 (11) (2023)
Qiao Lin, Xin Chen, Chao Chen, Direnc Pekaslan, Jonathan M. Garibaldi
Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation. FUZZ (2023)
Xinxin Wang, Ming Li, Chao Chen, Jonathan M. Garibaldi
The Design and Implementation of a Constrained Interval Type-2 Fuzzy System for Credit Card Fraud Detection. FUZZ (2023)
Haokai Hong, Min Jiang, Jonathan M. Garibaldi, Qiuzhen Lin, Kay Chen Tan
A Recommender System Approach for Very Large-scale Multiobjective Optimization. CoRR (2023)
Qiao Lin, Xin Chen, Chao Chen, Jonathan M. Garibaldi
A Novel Quality Control Algorithm for Medical Image Segmentation Based on Fuzzy Uncertainty. IEEE Trans. Fuzzy Syst. 31 (8) (2023)
Tajul Rosli Bin Razak, Nor Hanimah Kamis, Nurul Hanan Anuar, Jonathan M. Garibaldi, Christian Wagner
Decomposing Conventional Fuzzy Logic Systems to Hierarchical Fuzzy Systems. FUZZ (2023)
Rebecca Salles, Janio Lima, Rafaelli Coutinho, Esther Pacitti, Florent Masseglia, Reza Akbarinia, Chao Chen, Jonathan M. Garibaldi, Fábio Porto, Eduardo S. Ogasawara
SoftED: Metrics for Soft Evaluation of Time Series Event Detection. CoRR (2023)
Te Zhang, Christian Wagner, Jonathan M. Garibaldi
Counterfactual rule generation for fuzzy rule-based classification systems. FUZZ-IEEE (2022)
Jialiang Xie, Honghui Wang, Jonathan M. Garibaldi, Dongrui Wu
Network Intrusion Detection Based on Dynamic Intuitionistic Fuzzy Sets. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Mina Jafari, Susan T. Francis, Jonathan M. Garibaldi, Xin Chen
LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint. Medical Image Anal. 81 (2022)
Qiao Lin, Xin Chen, Chao Chen, Jonathan M. Garibaldi
Quality Quantification in Deep Convolutional Neural Networks for Skin Lesion Segmentation using Fuzzy Uncertainty Measurement. FUZZ-IEEE (2022)
Laura De Miguel, Regivan H. N. Santiago, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác, Antonio-Francisco Roldán-López-de-Hierro, Humberto Bustince
Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Tajul Rosli Razak, Nurul Hanan Anuar, Jonathan M. Garibaldi, Christian Wagner
Modelling Hierarchical Fuzzy Systems for Mango Grading via FuzzyR Toolkit. FUZZ-IEEE (2022)
Pasquale D'Alterio, Jonathan M. Garibaldi, Christian Wagner
A Constrained Parametric Approach for Modeling Uncertain Data. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Qinglin Li, Bin Li, Jonathan M. Garibaldi, Guoping Qiu
Clustering-Based Representation Learning through Output Translation and Its Application to Remote-Sensing Images. Remote. Sens. 14 (14) (2022)
Qiao Lin, Xin Chen, Chao Chen, Jonathan M. Garibaldi
FuzzyDCNN: Incorporating Fuzzy Integral Layers to Deep Convolutional Neural Networks for Image Segmentation. FUZZ-IEEE (2021)
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)
Qing Li, Jiasong Zhu, Rui Cao, Ke Sun, Jonathan M. Garibaldi, Qingquan Li, Bozhi Liu, Guoping Qiu
Relative geometry-aware siamese neural network for 6DOF camera relocalization. Neurocomputing 426 (2021)
Tajul Rosli Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria
Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems - A Participatory Design Approach. IEEE Trans. Fuzzy Syst. 29 (5) (2021)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Fuzzy Aggregation based Ensemble Framework for Accurate and Stable Feature Selection. FUZZ-IEEE (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)
Chao Chen, Yu Zhao, Christian Wagner, Direnc Pekaslan, Jonathan M. Garibaldi
An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems. FUZZ-IEEE (2021)
F. A. Chaudhry, Jonathan M. Garibaldi, N. Qureshi
Creating a Hierarchical Fuzzy System to Assess Physical Activity Levels from Fitbit Data. UKCI (2021)
Qinglin Li, Bin Li, Jonathan M. Garibaldi, Guoping Qiu
On Designing Good Representation Learning Models. CoRR (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)
Tajul Rosli Razak, Chao Chen, Jonathan M. Garibaldi, Christian Wagner
Designing the Hierarchical Fuzzy Systems Via FuzzyR Toolbox. FUZZ-IEEE (2021)
Direnc Pekaslan, Chao Chen, Christian Wagner, Jonathan M. Garibaldi
Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both? IPMU (1) (2020)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity. CoRR (2020)
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi
ADONiS - Adaptive Online Nonsingleton Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 28 (10) (2020)
Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John
Constrained Interval Type-2 Fuzzy Classification Systems for Explainable AI (XAI). FUZZ-IEEE (2020)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
Performance Optimization of a Fuzzy Entropy based Feature Selection and Classification Framework. CoRR (2020)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity. FUZZ-IEEE (2020)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets. CoRR (2020)
Tajul Rosli Razak, Jonathan M. Garibaldi, Christian Wagner
An Improved Complexity Measure in Hierarchical Fuzzy Systems. FUZZ-IEEE (2020)
Yu Wang, Qinghua Hu, Pengfei Zhu, Linhao Li, Bingxu Lu, Jonathan M. Garibaldi, Xianling Li
Deep Fuzzy Tree for Large-Scale Hierarchical Visual Classification. IEEE Trans. Fuzzy Syst. 28 (7) (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)
Mina Jafari, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation. CoRR (2020)
Mina Jafari, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
DRU-Net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation. ISBI (2020)
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi, Luis G. Marin, Doris Sáez
Uncertainty-Aware Forecasting of Renewable Energy Sources. BigComp (2020)
Chao Chen, Tajul Rosli Razak, Jonathan M. Garibaldi
FuzzyR: An Extended Fuzzy Logic Toolbox for the R Programming Language. FUZZ-IEEE (2020)
Mina Jafari, Ruizhe Li, Yue Xing, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net. CoRR (2020)
Humberto Bustince, Cédric Marco-Detchart, Javier Fernández, Christian Wagner, Jonathan M. Garibaldi, Zdenko Takác
Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders. Fuzzy Sets Syst. 390 (2020)
Utkarsh Agrawal, Daniele Soria, Christian Wagner, Jonathan M. Garibaldi, Ian O. Ellis, John M. S. Bartlett, David Cameron, Emad A. Rakha, Andrew R. Green
Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles. Artif. Intell. Medicine 97 (2019)
Tajul Rosli Razak, Jonathan M. Garibaldi, Christian Wagner
A Measure of Structural Complexity of Hierarchical Fuzzy Systems Adapted from Software Engineering. FUZZ-IEEE (2019)
Pasquale D'Alterio, Jonathan M. Garibaldi, Robert I. John
On the Concept of Meaningfulness in Constrained Type-2 Fuzzy Sets. FUZZ-IEEE (2019)
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi
Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels. FUZZ-IEEE (2019)
Mina Jafari, Ruizhe Li, Yue Xing, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
FU-Net: Multi-class Image Segmentation Using Feedback Weighted U-Net. ICIG (2) (2019)
Jonathan M. Garibaldi
The need for fuzzy AI. IEEE CAA J. Autom. Sinica 6 (3) (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, Christian Wagner, Jonathan M. Garibaldi, Daniele Soria
Fuzzy Integral Driven Ensemble Classification using A Priori Fuzzy Measures. FUZZ-IEEE (2019)
Qing Li, Jiasong Zhu, Rui Cao, Ke Sun, Jonathan M. Garibaldi, Qingquan Li, Bozhi Liu, Guoping Qiu
Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization. CoRR (2019)
Jiasong Zhu, Qing Li, Rui Cao, Ke Sun, Tao Liu, Jonathan M. Garibaldi, Qingquan Li, Bozhi Liu, Guoping Qiu
Indoor Topological Localization Using a Visual Landmark Sequence. Remote. Sens. 11 (1) (2019)
Grazziela P. Figueredo, Peng Shi, Andrew J. Parkes, Keith Evans, Jonathan M. Garibaldi, Ola Negm, Patrick J. Tighe, Herbert F. Sewell, John Robertson
A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer Screening. CEC (2019)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets. FUZZ-IEEE (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)
Pasquale D'Alterio, Jonathan M. Garibaldi, Amir Pourabdollah
Exploring Constrained Type-2 Fuzzy Sets. FUZZ-IEEE (2018)
Xianxu Hou, Ke Sun, Bozhi Liu, Yuanhao Gong, Jonathan M. Garibaldi, Guoping Qiu
Direct Application of Convolutional Neural Network Features to Image Quality Assessment. VCIP (2018)
Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner
Noise Parameter Estimation for Non-Singleton Fuzzy Logic Systems. SMC (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)
James C. Bezdek, James M. Keller, Nikhil R. Pal, Chin-Teng Lin, Jonathan M. Garibaldi
Editorial Celebrating 25 Years of the IEEE Transactions on Fuzzy Systems. IEEE Trans. Fuzzy Syst. 26 (1) (2018)
Utkarsh Agrawal, Anthony J. Pinar, Christian Wagner, Timothy C. Havens, Daniele Soria, Jonathan M. Garibaldi
Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms. IPMU (1) (2018)
Tajul Rosli Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria
Interpretability and Complexity of Design in the Creation of Fuzzy Logic Systems - A User Study. SSCI (2018)
Bolei Xu, Wenbin Zou, Jonathan M. Garibaldi, Guoping Qiu
A Classification-Regression Deep Learning Model for People Counting. IntelliSys (1) (2018)
Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner
Exploring Subsethood to Determine Firing Strength in Non-Singleton Fuzzy Logic Systems. FUZZ-IEEE (2018)
Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner
Exploring the use of type-2 fuzzy sets in multi-criteria decision making based on TOPSIS. FUZZ-IEEE (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)
Direnc Pekaslan, Shaily Kabir, Jonathan M. Garibaldi, Christian Wagner
Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems. IJCCI (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)
T. R. Razak, Jonathan M. Garibaldi, Christian Wagner, Amir Pourabdollah, Daniele Soria
Interpretability indices for hierarchical fuzzy systems. FUZZ-IEEE (2017)
Chao Chen, Robert I. John, Jamie Twycross, Jonathan M. Garibaldi
Type-1 and interval type-2 ANFIS: A comparison. FUZZ-IEEE (2017)
Jianhua Zhang, Jia-Jun Xia, Jonathan M. Garibaldi, Petros P. Groumpos, Ru-Bin Wang
Modeling and control of operator functional state in a unified framework of fuzzy inference petri nets. Comput. Methods Programs Biomed. 144 (2017)
Grazziela P. Figueredo, Peer-Olaf Siebers, Uwe Aickelin, Amanda M. Whitbrook, Jonathan M. Garibaldi
Juxtaposition of System Dynamics and Agent-based Simulation for a Case Study in Immunosenescence. CoRR (2016)
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)
Jenna Marie Reps, Jonathan M. Garibaldi, Uwe Aickelin, Jack E. Gibson, Richard B. Hubbard
Supervised Adverse Drug Reaction Signalling Framework Imitating Bradford Hill's Causality Considerations. CoRR (2016)
Jabran Hussain Aladi, Christian Wagner, Amir Pourabdollah, Jonathan M. Garibaldi
Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems. FUZZ-IEEE (2016)
Jianyong Sun, Jonathan M. Garibaldi, Yongquan Zhang, Abdallah Al-Shawabkeh
A multi-cycled sequential memetic computing approach for constrained optimisation. Inf. Sci. (2016)
Chin-Teng Lin, Jonathan M. Garibaldi
Editorial. IEEE Trans. Fuzzy Syst. 24 (6) (2016)
Amir Pourabdollah, Christian Wagner, Jabran Hussain Aladi, Jonathan M. Garibaldi
Improved Uncertainty Capture for Nonsingleton Fuzzy Systems. IEEE Trans. Fuzzy Syst. 24 (6) (2016)
Daniele Soria, Jonathan M. Garibaldi
Validation of a Quantifier-Based Fuzzy Classification System for Breast Cancer Patients on External Independent Cohorts. ICMLA (2016)
Simon Miller, Christian Wagner, Uwe Aickelin, Jonathan M. Garibaldi
Modelling cyber-security experts' decision making processes using aggregation operators. Comput. Secur. 62 (2016)
Grazziela P. Figueredo, Christian Wagner, Jonathan M. Garibaldi, Uwe Aickelin
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework. CoRR (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)
Simon Miller, Christian Wagner, Uwe Aickelin, Jonathan M. Garibaldi
Modelling Cyber-Security Experts' Decision Making Processes using Aggregation Operators. CoRR (2016)
Christian Wagner, Amir Pourabdollah, Josie McCulloch, Robert Ivor John, Jonathan M. Garibaldi
A similarity-based inference engine for non-singleton fuzzy logic systems. FUZZ-IEEE (2016)
Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner
An exploration of issues and limitations in current methods of TOPSIS and fuzzy TOPSIS. FUZZ-IEEE (2016)
Jabran Hussain Aladi, Christian Wagner, Jonathan M. Garibaldi
A Simplified Method of FOU Design Utlising Simulated Annealing. SMC (2015)
Christian Wagner, Simon Miller, Jonathan M. Garibaldi, Derek T. Anderson, Timothy C. Havens
From Interval-Valued Data to General Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 23 (2) (2015)
Hui Yang, Jonathan M. Garibaldi
A hybrid model for automatic identification of risk factors for heart disease. J. Biomed. Informatics 58 (2015)
Longlong Li, Jonathan M. Garibaldi, Dongjian He
Leaf classification using multiple feature analysis based on semi-supervised clustering. J. Intell. Fuzzy Syst. 29 (4) (2015)
Hui Yang, Jonathan M. Garibaldi
Automatic detection of protected health information from clinic narratives. J. Biomed. Informatics 58 (2015)
Grazziela P. Figueredo, Philip R. Quinlan, Mohammad Mesgarpour, Jonathan M. Garibaldi, Robert I. John
A Data Analysis Framework to Rank HGV Drivers. ITSC (2015)
Grazziela P. Figueredo, Christian Wagner, Jonathan M. Garibaldi, Uwe Aickelin
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework. TrustCom/BigDataSE/ISPA (2) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jonathan M. Garibaldi