Our people

Jon Garibaldi

Professor of Computer Science, Faculty of VC's Office

Personal Details
Research
Publications

Contact

workRoom C32 Computer Science
Jubilee Campus
Wollaton Road
Nottingham
NG8 1BB
UK
work0115 95 14216
jon.garibaldi@nottingham.ac.uk

Biography

Professor Jon Garibaldi is the current Provost of 糖心原创 Ningbo China, having taken up office on 1 Jan 2024.

Professor Garibaldi initially completed a BSc in Physics at the University of Bristol UK, before becoming a software engineer in industry for approximately six years. He returned to academia to complete an MSc and PhD in 'Artificial Intelligence' at the University of Plymouth UK and then, after research fellow posts, joined De Montfort University UK as a lecturer. He joined the School of Computer Science, 糖心原创 UK in 2002, becoming full Professor in 2012. He became the Head of School of Computer Science in Jan 2016, leading the School through both a doubling in size and through the covid pandemic.

Professor Garibaldi's main research interest is in developing intelligent computational techniques to model human reasoning in uncertain environments, with a particular emphasis on the medical domain. He also has interests in data analysis, particularly of complex and uncertain data, data mining, clustering and classification, and in the deployment of decision support systems in practical real-world applications. Over his career, he has been Principal Investigator on research projects worth over 拢3.5m (~30m RMB), and Co-Investigator on a multi-disciplinary portfolio of grants worth over 拢82m (~750m RMB). He has published over 400 academic research papers, including around 200 journal papers. He was Editor-in-Chief of IEEE Transactions on Fuzzy Systems from 2017-2022, is currently Vice-President of Publications in the IEEE Computational Intelligence Society, and is a Fellow of the IEEE. He is also currently a Senior Editor of IEEE Access.

Expertise Summary

My main research interest is in developing intelligent techniques to model human reasoning in uncertain environments, with a particular emphasis on the medical domain. My main technical area of research is into using non-standard fuzzy sets and systems, such as type-2 fuzzy sets and systems, to model human reasoning processes. Keywords: fuzzy sets and systems; uncertainty handling; data analysis; decision support systems; medical applications

In addition, I have interests in data analysis, particularly of complex and uncertain data, data mining, clustering and classification, and in the deployment of decision support systems in practical medical applications.

Teaching Summary

Due to heavy administrative load as Head of School and Editor-in-Chief, I do not currently undertake any undergraduate teaching.

Research Summary

Selected Publications

JENNA M. REPS, JONATHAN GARIBALDI, UWE AICKELIN, JACK GIBSON and RICHARD HUBBARD, 2015. Journal of Biomedical Informatics. tbc(tbc),
CHRISTIAN WAGNER, SIMON MILLER, JONATHAN M. GARIBALDI, DEREK T. ANDERSON and TIMOTHY C. HAVENS, 2014. IEEE Transactions on Fuzzy Systems. TBC, In Press

View all publications

Current Research

Prof Jon Garibaldi's main research interest is in the modelling of human decision making, primarily in the context of medical applications. His work to date has concentrated on utilising fuzzy logic to model the imprecision and uncertainty inherent in medical knowledge representation and decision making. This has been applied in areas such as classification of breast cancer, identification of Alzheimer's disease, and the assessment of immediate neonatal outcome. A particular interest is in the transfer of medical intelligent systems into clinical use and this has led to the study of methods of evaluating intelligent systems and mechanisms for their implementation. Prof Garibaldi also has an interest in generic machine learning, such as clustering, classification and optimisation, particularly when applied to the optimisation of decision making models, and in the study of adaptive and time-varying behaviour. TFS.

D'ALTERIO, P, GARIBALDI, J M and WAGNER, C, 2022. IEEE Transactions on Fuzzy systems.
SIMS, JESSICA M, LAWRENCE, EMMA, GLAZER, KATY, GANDER, AMIR, FULLER, BARRY, DAVIDSON, BRIAN R, GARIBALDI, JONATHAN and QUINLAN, PHILIP R, 2022. BMJ. 12(4), Pages e047309
WANG, FEI-YUE, DING, WENWEN, WANG, XIAO, GARIBALDI, JON, TENG, SIYU, IMRE, RUDAS and OLAVERRI-MONREAL, CRISTINA, 2022. IEEE Intelligent Systems. 37(2), 16-22
JAFARI, M, FRANCIS, S, GARIBALDI, J M and CHEN, X, 2022. Medical Image Analysis. 102536,
GONEM, S, TAYLOR, A, FIGUEREDO, G, FORSTER, S, QUINLAN, P, GARIBALDI, J M, MCKEEVER, T and SHAW, D, 2022. Respiratory Research. 23(1), 203
LI, Q, LI, B, GARIBALDI, J M and QIU, G, 2022. Remote Sensing. 14(14), 3361
LIN, Q, CHEN, X, CHEN, CHAO and GARIBALDI, J M, 2022. In: IEEE International Conference on Fuzzy Systems.
ZHANG, T, WAGNER, C and GARIBALDI, J M, 2022. In: IEEE International Conference on Fuzzy Systems.
ROSLI RAZAK, T, HANAN ANUAR, NURUL, GARIBALDI, J M and WAGNER, C, 2022. In: IEEE International Conference on Fuzzy Systems.
CHEN, C, WU, D, GARIBALDI, J M, JOHN, R, TWYCROSS, J and MENDEL, J M, 2021. IEEE Transactions on Fuzzy Systems. 29(6), 1556 - 1566
CHERNBUMROONG, S, JOHNSON, J, GUPTA, N, MILLER, S, MCCORMACK, F, GARIBALDI, J M and JOHNSON, S, 2021. European Respiratory Journal.
SHEN, Z, CHEN, X and GARIBALDI, J M, 2021. In: IEEE International Conference on Fuzzy Systems (Virtual Online).
LIN, Q, CHEN, X, CHEN, C and GARIBALDI, J M, 2021. In: IEEE International Conference on Fuzzy Systems (Virtual Online).
CHEN, C, ZHAO, Y, WAGNER, C, PEKASLAN, D and GARIBALDI, J M, 2021. In: IEEE International Conference on Fuzzy Systems (Virtual Online).
XIE, J, WANG, H, GARIBALDI, J M and WU, D, 2021. IEEE Transactions on Fuzzy Systems.
DE MIGUEL, L, SANTIAGO, R, WAGNER, C, GARIBALDI, J M, TAKAC, Z, ROLDAN LOPEZ DE HIERRO, A F and BUSTINCE, H, 2021. IEEE Transactions on Fuzzy systems.
LI, Q, ZHU, J, LIU, J, CAO, R, FU, H, GARIBALDI, J M, LI, Q, LIU, B and QIU, G, 2020. ISPRS Journal of Photogrammetry and Remote Sensing. 161, 13-26
DALTERIO, P, GARIBALDI, J M, JOHN, R and POURABDOLLAH, A, 2020. IEEE Transactions on Fuzzy Systems. (In Press.)
RAZAK, T R, GARIBALDI, J M, WAGNER, C, POURABDOLLAH, A and SORIA, D, 2020. IEEE Transactions on Fuzzy Systems. (In Press.)
PEKASLAN, D, WAGNER, C, GARIBALDI, J M, MARIN, L G and SAEZ, D, 2020. In: 2020 IEEE International Conference on Big Data and Smart Computing (BigComp). 240-246
PEKASLAN, D, CHEN, C, WAGNER, C and GARIBALDI, J M, 2020. In: International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2020: Information Processing and Management of Uncertainty in Knowledge-Based Systems. 571-584
LAWRENCE, EMMA, SIMS, JESSICA, GANDER, AMIR, GARIBALDI, JONATHAN M, FULLER, BARRY, DAVIDSON, BRIAN and QUINLAN, PHILIP R, 2020. Biopreservation and Biobanking.
WANG, Y, HU, Q, ZHU, P, LI, L, LU, B, GARIBALDI, J M and LI, X, 2020. IEEE Transactions on Fuzzy Systems. 1395-1406
XIE, R, LIU, J, CAO, R, QUI, C S, DUAN, J, GARIBALDI, J M and QIU, G, 2020. IEEE Transactions on Medical Imaging. 1-13
CHEN, C, RAZAK, T R and GARIBALDI, J M, 2020. In: 2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020; Glasgow; United Kingdom; 19 July 2020 through 24 July 2020;.
SHEN, Z, CHEN, X and GARIBALDI, J M, 2020. In: 2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020; Glasgow; United Kingdom; 19 July 2020 through 24 July 2020.
RAZAK, T R, GARIBALDI, J M and WAGNER, C, 2020. In: 2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020; Glasgow; United Kingdom; 19 July 2020 through 24 July 2020.
D'ALTERIO, P, GARIBALDI, J M and JOHH, R I, 2020. In: 2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020; Glasgow; United Kingdom; 19 July 2020 through 24 July 2020;.
D'ALTERIO, P, GARIBALDI, J M, JOHN, R I and WAGNER, C, 2020. In: 2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020; Glasgow; United Kingdom; 19 July 2020 through 24 July 2020.
PEKASLAN, D, WAGNER, C and GARIBALDI, J M, 2020. IEEE Transactions on Fuzzy Systems. 2302-2312
ZHU JIASONG, LI QING, CAO RUI, SUN KE, LIU TAO, GARIBALDI JONATHAN M, LI QINGQUAN, LIU BOZHI and QIU GUOPING, 2019. Remote Sensing. Special Issue on Mobile Mapping Technologies,
PEKASLAN, D, GARIBALDI J M and WAGNER, C, 2019. In: 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018 16 January 2019. 2960-2965
BUSTINCE, H, MARCO-DETCHART, C, FERNANDEZ, J, WAGNER, C, GARIBALDI, J M and TAKAC, Z, 2019. Fuzzy Sets and Systems. (In Press.)
BARNARD, P, SHARPLES, S, THOMSON, B J and GARIBALDI, J M, 2019. BMC Med Genomics. 12(1), 55
RAZAK, T R, GARIBALDI, J M, WAGNER, C, POURABDOLLAH, A and SORIA, D, 2019. In: Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018 28 January 2019, Article number 8628924, Pages 420-426. 420-426
VEDHARA, K., AYLING, K., SUNGER, K., CALDWELL, D.M., HALLIDAY, V., FAIRCLOUGH, L., AVERY, A., ROBLES, L., GARIBALDI, J., WELTON, N.J. and ROYAL, S., 2019. Vaccine. 37(25), 3255-3266
GARIBALDI, J M, 2019. IEEE/CAA Journal of Automatic Sinica. 6, 610-622
AGRAWAL, U, SORIA, D, WAGNER, C, GARIBALDI, J M, ELLIS, I O, BARTLETT, J M S, CAMERON, D, RAKHA, E A and GREEN, A R, 2019. Artificial Intelligence in Medicine. 97, 27-37
FIGUEREDO, G P, SHI, P, PARKES, A J, EVANS, K, GARIBALDI, J M, NEGM, O, TIGHE, P J, SEWELL, H F and ROBERTSON, J, 2019. In: 2019 IEEE Congress on Evolutionary Computation, CEC 2019; Wellington; New Zealand; 10 June 2019 through 13 June 2019; Category numberCFP19ICE-ART; Code 150626. 95-102
D'ALTERIO, P, GARIBALDI, J M and JOHN, R, 2019. In: 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019; New Orleans; United States; 23 June 2019 through 26 June 2019; Category number41876; Code 152596. 2019-June.
RAZAK, T R, GARIBALDI, J M and WAGNER, C, 2019. In: 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019; New Orleans; United States; 23 June 2019 through 26 June 2019; Category number41876; Code 152596.
SHEN, Z, CHEN, X and GARIBALDI, J M, 2019. In: 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019; New Orleans; United States; 23 June 2019 through 26 June 2019; Category number41876; Code 152596.
PEKASLAN, D, WAGNER, C and GARIBALDI, J M, 2019. In: 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019; New Orleans; United States; 23 June 2019 through 26 June 2019; Category number41876; Code 152596.
AGRAWAL, U, WAGNER, C, GARIBALDI, J M and SORIA, D, 2019. In: 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019; New Orleans; United States; 23 June 2019 through 26 June 2019; Category number41876; Code 152596.
XU, B, LIU, J, HOU, X, LIU, B, GARIBALDI, J M, ELLIS, I O, GREEN, A, SHEN, L and QIU,G, 2019. In: 16th IEEE International Symposium on Biomedical Imaging, ISBI 2019; Hilton Molino Stucky - VeniceVenice; Italy; 8 April 2019 through 11 April 2019; Category numberCFP19BIS-ART;.
HOU, X, LIU, J, XU, B, LIU, B, CHEN, X, ILYAS, M, ELLIS, I, GARIBALDI, J M and QIU,G, 2019. In: 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019; Shenzhen; China; 13 October 2019 through 17 October 2019; Code 232939. 11765. 101-109
JAFARI, M, LI, R, XING, Y, AUER, D, FRANCIS, S, GARIBALDI, J M and CHEN, X, 2019. In: 10th International Conference on Image and Graphics, ICIG 2019; Beijing; China; 23 August 2019 through 25 August 2019; Code 234869. 529-537
XU, B, LIU, J, HOU, X, LIU, B, GARIBALDI, J M, ELLIS, I O, GREEN, A, SHEN, L and QIU,G, 2019. IEEE Transactions on Medical Imaging. (In Press.)
D'ALTERIO, P, GARIBALDI, J M and POURABDOLLAH, A, 2018. In: IEEE International Conference on Fuzzy Systems Volume 2018-July, 12 October 2018, Article number 8491605.
SHEN, Z, CHEN, X and GARIBALDI, J M, 2018. In: 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018 16 January 2019. 1361-1367
HOU, X, SUN, K, LIU, B, GONG, Y, GARIBALDI, J M and QIU,G, 2018. In: 33rd IEEE International Conference on Visual Communications and Image Processing, VCIP 2018; Taichung; Taiwan; 9 December 2018 through 12 December 2018; Category numberCFP1881P-ART; Code 147640.
ELSHEIKH, S.E., GREEN, A.R., RAKHA, E.A., POWE, D.G., AHMED, R.A., COLLINS, H.M., SORIA, D., GARIBALDI, J.M., PAISH, C.E., AMMAR, A.A., GRAINGE, M.J., BALL, G.R., ABDELGHANY, M.K., MARTINEZ-POMARES, L., HEERY, D.M. and ELLIS, I.O., 2009. Cancer Research. 69(9), 3802-3809

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