| 2026 | ACL | Revealing Procedural Reasoning Structures in Chain-of-Thought Training via Span-Level Gradient Organization. | Jia Liu, Jiaxin Luo, Weiwen Xu, Jonathan M. Garibaldi, Xiaokun Wu, Yixue Hao, Min Chen |
| 2020 | IPMU | Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both? | Direnc Pekaslan, Chao Chen, Christian Wagner, Jonathan M. Garibaldi |
| 2019 | CEC | A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer Screening. | Grazziela P. Figueredo, Peng Shi, Andrew J. Parkes, Keith Evans, Jonathan M. Garibaldi, Ola Negm, Patrick James Tighe, Herbert F. Sewell, John Robertson |
| 2019 | ICIG | FU-Net: Multi-class Image Segmentation Using Feedback Weighted U-Net. | Mina Jafari, Ruizhe Li, Yue Xing, Dorothee Auer, Susan T. Francis, Jonathan M. Garibaldi, Xin Chen |
| 2018 | IPMU | Comparison of Fuzzy Integral-Fuzzy Measure Based Ensemble Algorithms with the State-of-the-Art Ensemble Algorithms. | Utkarsh Agrawal, Anthony J. Pinar, Christian Wagner, Timothy C. Havens, Daniele Soria, Jonathan M. Garibaldi |
| 2018 | SMC | Noise Parameter Estimation for Non-Singleton Fuzzy Logic Systems. | Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner |
| 2018 | VCIP | Direct Application of Convolutional Neural Network Features to Image Quality Assessment. | Xianxu Hou, Ke Sun, Bozhi Liu, Yuanhao Gong, Jonathan M. Garibaldi, Guoping Qiu |
| 2017 | IJCCI | Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems. | Direnc Pekaslan, Shaily Kabir, Jonathan M. Garibaldi, Christian Wagner |
| 2017 | TrustCom | Vehicle Incident Hot Spots Identification: An Approach for Big Data. | Isaac Triguero, Grazziela P. Figueredo, Mohammad Mesgarpour, Jonathan M. Garibaldi, Robert I. John |
| 2016 | ICMLA | Validation of a Quantifier-Based Fuzzy Classification System for Breast Cancer Patients on External Independent Cohorts. | Daniele Soria, Jonathan M. Garibaldi |
| 2015 | SMC | A Simplified Method of FOU Design Utlising Simulated Annealing. | Jabran Hussain Aladi, Christian Wagner, Jonathan M. Garibaldi |
| 2015 | SMC | A Comparison between Two Types of Fuzzy TOPSIS Method. | Elissa Nadia Madi, Jonathan M. Garibaldi, Christian Wagner |
| 2015 | TrustCom | Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework. | Grazziela P. Figueredo, Christian Wagner, Jonathan M. Garibaldi, Uwe Aickelin |
| 2014 | CEC | Tuning a multiple classifier system for side effect discovery using genetic algorithms. | Jenna Marie Reps, Uwe Aickelin, Jonathan M. Garibaldi |
| 2014 | ICDM | Personalising Mobile Advertising Based on Users' Installed Apps. | Jenna Reps, Uwe Aickelin, Jonathan M. Garibaldi, Chris Damski |
| 2014 | IJCNN | Neural networks and AdaBoost algorithm based ensemble models for enhanced forecasting of nonlinear time series. | Yilin Dong, Jianhua Zhang, Jonathan M. Garibaldi |
| 2014 | IJCNN | Augmented Neural Networks for modelling consumer indebtness. | Alexandros Ladas, Jonathan M. Garibaldi, Rodrigo Scarpel, Uwe Aickelin |
| 2014 | IJCNN | Identifying stable breast cancer subgroups using semi-supervised fuzzy c-means on a reduced panel of biomarkers. | Daphne Teck Ching Lai, Jonathan M. Garibaldi |
| 2013 | CBMS | Attributes for causal inference in electronic healthcare databases. | Jenna Reps, Jonathan M. Garibaldi, Uwe Aickelin, Daniele Soria, Jack E. Gibson, Richard B. Hubbard |
| 2012 | CBMS | Measuring healthcare decision aid effectiveness. | Fiona Collard, Jonathan M. Garibaldi |
| 2011 | ICNC | Robust Dirichlet Process mixtures. | Jianyong Sun, Jonathan M. Garibaldi |
| 2010 | CEC | A novel framework to elucidate core classes in a dataset. | Daniele Soria, Jonathan M. Garibaldi |
| 2010 | CEC | A novel memetic algorithm for constrained optimization. | Jianyong Sun, Jonathan M. Garibaldi |
| 2010 | ECMS | Consensus Clustering And Fuzzy Classification For Breast Cancer Prognosis. | Jonathan M. Garibaldi, Daniele Soria, Khairul A. Rasmani |
| 2010 | IJCCI | An Investigation of the Effect of Input Representation in ANFIS Modelling of Breast Cancer Survival. | Hazlina Hamdan, Jonathan M. Garibaldi |
| 2010 | IJCNN | Robust mixture modeling using the Pearson type VII distribution. | Jianyong Sun, Ata Kabn, Jonathan M. Garibaldi |
| 2009 | CEC | Evolutionary design of the energy function for protein structure prediction. | Pawel Widera, Jonathan M. Garibaldi, Natalio Krasnogor |
| 2009 | CIBCB | A framework for the application of decision trees to the analysis of SNPs data. | Linda Fiaschi, Jonathan M. Garibaldi, Natalio Krasnogor |
| 2009 | GECCO | Geometrical insights into the dendritic cell algorithm. | Thomas Stibor, Robert F. Oates, Graham Kendall, Jonathan M. Garibaldi |
| 2009 | IJCCI | An Investigation into the Distribution of Membership Grades for Non-stationary Fuzzy Sets. | Pragnesh A. Gajjar, Jonathan M. Garibaldi |
| 2009 | ICRA | The implementation of a novel, bio-inspired, robotic security system. | Robert F. Oates, Michael Milford, Gordon F. Wyeth, Graham Kendall, Jonathan M. Garibaldi |
| 2008 | CEC | Compact fuzzy rules induction and feature extraction using SVM with particle swarms for breast cancer treatments. | Shang-Ming Zhou, Robert Ivor John, Xiao-Ying Wang, Jonathan M. Garibaldi, Ian O. Ellis |
| 2008 | ICINCO | Genetic-algorithm Seeding of Idiotypic Networks for Mobile-robot Navigation. | Amanda M. Whitbrook, Uwe Aickelin, Jonathan M. Garibaldi |
| 2008 | ICMLA | A Comparison of Three Different Methods for Classification of Breast Cancer Data. | Daniele Soria, Jonathan M. Garibaldi, Elia Biganzoli, Ian O. Ellis |
| 2006 | PATAT | A Novel Fuzzy Approach to Evaluate the Quality of Examination Timetabling. | Hishammuddin Asmuni, Edmund K. Burke, Jonathan M. Garibaldi, Barry McCollum |
| 2005 | EUSFLAT | Fuzzy Clustering in Biochemical Analysis of Cancer Cells. | Xiao-Ying Wang, Jonathan M. Garibaldi, Benjamin Bird, Michael W. George |
| 2004 | PATAT | Fuzzy Multiple Heuristic Orderings for Examination Timetabling. | Hishammuddin Asmuni, Edmund K. Burke, Jonathan M. Garibaldi, Barry McCollum |
| 2002 | ICARCV | Fast, unconstrained camera motion estimation from stereo without tracking and robust statistics. | Heiko Hirschmller, Peter R. Innocent, Jonathan M. Garibaldi |