Prof Jon Garibaldi

 

Professor of Computer Science

Key research interests:

  • Modelling human reasoning
  • Advanced and non-standard fuzzy sets and systems
  • Machine learning; clustering; classification
  • Data analytics (Advanced Data Analysis Centre)
  • Decision support
  • Medical applications
  • Digital economy applications, including cybersecurity

garibaldi

Head of IMA Research Group

Room B31
Telephone 0115 95 14216
Fax 0115 95 14254
Email jon.garibaldi@nottingham.ac.uk

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.

Teaching

I am currently Director of Teaching

Undergraduate Teaching (2012/2013)

All my teaching material is now on Moodle

Student Project Ideas

Postgraduate Teaching (Current)

  • PhD Students (First Supervisor)
    • Chao Chen
    • Elissa Nadia
    • Rob Miles
  • PhD Students (Second Supervisor)
    • Alexandros Ladas
    • Anthony Williams
    • Jabran Hussain Aladi
    • Naisan Benetar
    • Ohud Almutairi
    • Oksana Mordvinova

PhD Students (Completed)

Daphne Lai, Hala Helmi, Jenna Reps, Shabbar Naqvi, Hishammuddin bin Asmuni; Joseph Baxter; Phil Birkin; Linda Fiaschi; Salang Musikasuwan; Cyril Schoreels; Daniele Soria; Xiao Ying Wang; Enrico Glaab, Sven Groenemeyer, Pooja Jain, Robert Oates, Pawel Widera

Projects

Current Projects

  • Co-I (PI at Nottingham): “UKCRC Joint Funders Tissue Directory and Coordination Centre” (with UCL), UKCRC, MR/M501748/1, £898k (£444k to UoN)
  • PI: “ADAC: Advanced Data Analysis Centre”, UoN Strategic Development Fund, £492k
  • Co-I: “Synthetic Biology Research Centre (SBRC Nottingham): Sustainable Routes to Platform Chemicals”, BBSRC, BB/L013940/1, £14.2m
  • Co-I: “Neo-demographics: Opening Developing World Markets by Using Personal Data and Collaboration”, EPSRC, EP/L021080/1, £612k
  • Co-I: “Value Enhancement for Data from Assets and Transactions (VEDAT)”, Innovate UK (TSB), #101938, £359k
  • Co-I: “AIDPATH: Academia and Industry Collaboration for Digital Pathology”, EU FP7 Industry-Academia Partnerships and Pathways, FP7-PEOPLE-2013-IAPP, 612471, €3.1m
  • Co-I (Member of the Management Board): “Centre for Doctoral Training in My Life in Data”, EPSRC, EP/L015463/1, £3.4m (Member of the Management Board)

Previous Projects

  • FISH: Fast Semantic Nearest Neighbour Search, EPSRC (DaISy), £95,625
  • Centre for Plant Integrative Biology (CPIB), BBSRC / EPSRC, BB/D019613/1, £9,177,261
  • Next Generation Decision Support: Automating the Heuristic Design Process, EPSRC, EP/D061571/1, £2,663,528
  • Nottingham Prognostic Index Plus (NPI+) Developmental Pathway, MRC DPFS, £617,016
  • Nottingham Prognostic Index Plus (NPI+) Collaboration Fund, EMDA iNet, £100,429
  • Personalised Alpine Sports Enhancer, EPSRC (Bridging the Gaps), £12,250 (PI)
  • Towards a Framework for Modelling Variation in Automated Decision Support, EPSRC, EP/C542207/1, £143,282 (PI)
  • Hyper-heuristics for Scheduling, Rostering and Routing: An International Collaboration, EPSRC, EP/D027039/1, £31,828 (PI)
  • Novel Approaches to Radiotherapy Planning and Scheduling in the NHS, EPSRC, EP/C549511/1, £268,315
  • BIOPTRAIN: Marie Curie Early Stage Training Network in Bioinformatic Optimisation, EU FP6, MEST-CT-2004-007597, €2M (Approx. €800,000 to Nottingham) (PI)
  • Models and Algorithms for Complex Scheduling Problems: A Visiting Fellowship, EPSRC, GR/T23374/01, £21,240
  • PLATFORM: Towards More General Optimisation/Search Systems, EPSRC, GR/S70197/01, £422,908
  • Service Level Agreement Based Scheduling Heuristics, EPSRC, GR/S67661/01, £141,492 (PI)
  • Collaborative Decision Making in Uncertain Environments, Smith Institute, CASE 04303843, £66,275 (PI)
  • BIOPATTERN: eHealth Network of Excellence, EU FP6, IST-2004-508803, €6.4M (Approx. €360,000 to Nottingham) (PI)
  • Automated Grid-Aware, three-tier, Protocol for Protein Structure Comparison, BBSRC, BB/C511764/1, £66,314
  • An Investigation into Non-Deterministic Fuzzy Reasoning, EPSRC, GR/R55085/02, £62,312 (PI)
  • EUNITE: Network of Excellence – IST-2000-29207, EU FP5 IST (FET)

Esteem

  • Journal Editorships
    • Associate Editor of Soft Computing
    • Associate Editor of the International Journal of Computational Bioscience (IJCB), ACTA Press
    • Member of the Editorial Board of BMC Source Code for Biology and Medicine
    • Associate Editor of IEEE Transactions on Fuzzy Systems (past)
  • International Keynotes, Plenaries and Invited Contributions
    • July 2011 Invited Member of Panel Session entitled “Computing With Words”, at the IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2011, Taipei, Taiwan
    • April 2011 Invited Chair of Panel Session entitled “Type-2 Challenges”, at the IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems – part of the 2011 IEEE Symposium Series on Computational Intelligence (SSCI 2011), Paris, France
    • December 2010 Invited Tutorial on “Type-2 and Non Stationary Type-1 Fuzzy Logic Systems”, at the 10th International Conference on Intelligent Systems Design and Applications (ISDA ’10), Cairo, Egypt
    • September 2010 Invited Keynote speaker at the 11th International Conference on Parallel Problem Solving from Nature (PPSN XI) Krakow, Poland
    • September 2010 Invited Keynote speaker at the 3rd Developments in eSystems Engineering (DeSE) Conference London, UK. “Fuzzy Reasoning in Clinical Decision Support”
    • September 2010 Invited Tutorial on “Fuzzy Ensemble Reasoning” at the CIHC Workshop, Eindhoven, Holland
    • June 2010 Invited Participant at the “Type-2 Fuzzy Logic: State of the Art and Future Directions”, London, UK
    • June 2010 Invited Keynote speaker at the 24th European Conference on Modelling and Simulation, Kuala Lumpur, Malaysia. “Consensus Clustering and Fuzzy Classification for Breast Cancer”
    • April 2007 Invited seminar at Poznan University of Technology, Poznan, Poland. “Non-Stationary Fuzzy Sets”
    • September 2004 Invited plenary keynote at the 1st Computational Intelligence in Bioinformatics and Biology Conference, Perugia, Italy. “Bioinformatic Optimisation”
  • National Keynote and Plenary Speeches
    • November 2010 Invited seminar at Aberystwyth University “Fuzzy Medical Decision Support”
    • May 2008 Invited seminar at De Montfort Unverisity “Fuzzy Methods for Modelling Variation in Human Decision Making”
    • October 2006 Invited seminar at Essex University “Towards Modelling Variation in Human Decision Making”
  • Honours and Distinctions
    • Visiting Professor in the Engineering and Technology Group at the Katholieke Universiteit Leuven, Belgium, working in collaboration with Prof. Patrick De Causaemacker
    • GOLD award at 2010 Human-Competitive awards, No. 8: GECCO 2010
    • Best Paper in the Control Systems, Technologies and Applications Session at the World Multiconference on Systemics, Cybernetics and Informatics (2009)
    • Competition Winner at CEC 2008
    • Competition Winner at FUZZ-IEEE 2007
    • Deputy Leader of the Intelligent Modelling & Analysis Research Group
    • General Vice Chair and Chair Elect of the EURO Working Group on Computational Bioinformatics, Biology and Medicine
    • Member of the management board of the Centre for Plant Integrative Biology – CPIB
    • Member of the EPSRC College (2002-Present)
  • Network and Conference Organisation
    • General Chair of the 9th UK Computational Intelligence Workshop (UKCI 2009)
    • Publicity Chair of the 2007 IEEE International Conference of Fuzzy Systems (FUZZ-IEEE 2007)
    • Member of the Steering Committee of the Computational Intelligence Methods for Bioinformatics and Biostatistics Conferences
    • Co-organiser of the Computational Bioinformatics, Biology and Medicine (CBBM) Stream at EURO XXI, XXII, XXIII
  • International Programme Committee Memberships
    • Over eighty, including FUZZ-IEEE, EURO, PPSN, CIBB, ICFC, CIG, CBB, CIRAS, CIS, CSB, UKCI, CIMED, MEDSIP, RASC

Publications

For my personal list of publications, please see Google Scholar

The following list is a portion of my publications and a work in progress. For the complete list, please visit HERE.

207 entries « 1 of 5 »

Journal Articles

Longlong, Li; Garibaldi, Jonathan; Dongjian, He (2015): Leaf classification using multiple feature analysis based on semi-supervised clustering. In: Journal of Intelligent & Fuzzy Systems, 2015. (Type: Journal Article | Links | BibTeX)
Yang, Hui; Garibaldi, Jonathan (2015): Automatic Detection of Protected Health Information from Clinic Narratives. In: Journal of Biomedical Informatics, 58 , pp. S30–S38, 2015. (Type: Journal Article | Links | BibTeX)
Yang, Hui; Garibaldi, Jonathan (2015): A Hybrid Model for Automatic Identification of Risk Factors for Heart Disease. In: Journal of Biomedical Informatics, 58 , pp. S171–S182, 2015. (Type: Journal Article | Links | BibTeX)
Li, Longlong; Garibaldi, Jonathan; He, Dongjian; Wang, Meili (2015): Semi-Supervised Fuzzy Clustering with Feature Discrimination. In: PLOS ONE, 2015. (Type: Journal Article | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Gibson, Jack; Hubbard, Richard (2015): A Supervised Adverse Drug Reaction Signalling Framework Imitating Bradford Hill’s Causality Considerations. In: Journal of Biomedical Informatics, 56 , pp. 356-368, 2015. (Type: Journal Article | Links | BibTeX)
Figueredo, Grazziela; Siebers, Peer-Olaf; Aickelin, Uwe; Whitbrook, Amanda; Garibaldi, Jonathan (2015): Juxtaposition of System Dynamics and Agent-based Simulation for a Case Study in Immunosenescence. In: PLOS One, 10 (3), 2015, ISBN: e0118359. (Type: Journal Article | Links | BibTeX)
Lai, Daphne Teck Ching; Garibaldi, Jonathan; Soria, Daniele; Roadknight, Christopher (2014): A methodology for automatic classification of breast cancer immunohistochemical data using semi-supervised Fuzzy c-Means. In: Central European Journal of Operations Research, 22 (3), pp. 475-499, 2014. (Type: Journal Article | Links | BibTeX)
Joanna L Richens Kelly-Ann Vere, Roger Light Daniele Soria Jonathan Garibaldi David Smith Donald Warden Gordon Wilcock Nin Bajaj Kevin Morgan Paul O’Shea (2014): Practical detection of a definitive biomarker panel for Alzheimer’s disease; comparisons between matched plasma and cerebrospinal fluid. In: International Journal of Molecular Epidemiology and Genetics, 5 (2), pp. 53-70, 2014. (Type: Journal Article | Links | BibTeX)
Emad A Rakha Daniele Soria, Andrew Green Christophe Lemetre Des Powe Christopher Nolan Jonathan Garibaldi Graham Ball Ian Ellis (2014): Nottingham Prognostic Index Plus (NPI+): a modern clinical decision making tool in breast cancer. In: British Journal of Cancer, 110 (7), pp. 1688-1697, 2014. (Type: Journal Article | Links | BibTeX)
Wagner, Christian; Miller, Simon; Garibaldi, Jonathan; Anderson, Derek; Havens, Timothy (2014): From Interval-Valued Data to General Type-2 Fuzzy Sets. In: IEEE Transactions on Fuzzy Systems, TBC , pp. In Press, 2014. (Type: Journal Article | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2014): Signalling Paediatric Side Effects using an Ensemble of Simple Study Designs. In: Drug Safety, 37 (3), pp. 163-170, 2014. (Type: Journal Article | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2014): A Novel Semi-Supervised Algorithm for Rare Prescription Side Effect Discovery. In: IEEE Journal of Biomedical and Health Informatics, 18 (2), pp. 537-547, 2014. (Type: Journal Article | Links | BibTeX)
Lai, Daphne Teck Ching; Garibaldi, Jonathan (2013): A Preliminary Study on Automatic Breast Cancer Data Classification using Semi-supervised Fuzzy c-Means. In: International Journal of Biomedical Engineering and Technology SI: MEDSIP 2012 Information Processing, 13 , pp. 303-322, 2013. (Type: Journal Article | Links | BibTeX)
Soria, Daniele; Garibaldi, Jonathan; Green, Andrew; Powe, Desmond; Nolan, Christopher; Lemetre, Christophe; Ball, Graham; Ellis, Ian (2013): A quantifier-based fuzzy classification system for breast cancer patients. In: Artificial Intelligence in Medicine, 58 (3) , pp. 175-184, 2013. (Type: Journal Article | Links | BibTeX)
Syed, Binafsha; Green, Andrew; Paish,; Soria, Daniele; Garibaldi, Jonathan; Morgan, Linda; Morgan,; Ellis, Ian; Cheung, Kwok (2013): Biology of primary breast cancer in older women treated by surgery: with correlation with long-term clinical outcome and comparison with their younger counterparts. In: British Journal of Cancer, 108 , pp. 1042-1051, 2013. (Type: Journal Article | Links | BibTeX)
Alshareeda, Alaa; Soria, Daniele; Garibaldi, Jonathan; Rakha, Emad; Nolan, Christopher; Ellis, Ian; Green, Andrew (2013): Characteristics of basal cytokeratin expression in breast cancer. In: Breast Cancer Research and Treatment, 139 , pp. 23-37, 2013. (Type: Journal Article | Links | BibTeX)
Reps, Jenna; Garibaldi, Jonathan; Aickelin, Uwe; Soria, Daniele; Gibson, Jack; Hubbard, Richard (2013): Comparison of algorithms that detect drug side effects using electronic healthcare databases. In: Soft Computing, 17(12) , pp. 2381-2397, 2013. (Type: Journal Article | Links | BibTeX)
Green, Andrew; Powe, Desmond; Rakha, Emad; Soria, Daniele; Lemetre, Christophe; Nolan, Christopher; Barros, Fabricio; Macmillan, Douglas; Garibaldi, Jonathan; Ball, Graham; Ellis, Ian (2013): Identification of Key Clinical Phenotypes of Breast Cancer Using a Reduced Panel of Protein Biomarkers. In: British Journal of Cancer, 109 , pp. 1886-1894, 2013. (Type: Journal Article | Links | BibTeX)
Miller, Simon; Appleby, Susan; Garibaldi, Jonathan; Aickelin, Uwe (2013): Towards a More Systematic Approach to Secure Systems Design and Analysis. In: International Journal of Secure Software Engineering, 4(1) , pp. 11-30, 2013. (Type: Journal Article | Links | BibTeX)
Sun, Jianyong; Garibaldi, Jonathan (2012): A Comparative Study of Novel Robust Clustering Algorithms. In: Intelligent Data Analysis, 16 (6), pp. 969-992, 2012. (Type: Journal Article | Links | BibTeX)
Sun, Jianyong; Garibaldi, Jonathan; Krosnogor, Natalio; Zhang, Qingfu (2012): An Intelligent Multi-Restart Memetic Algorithm for Unconstrained Global Optimization. In: Evolutionary Computation Journal, tbc , pp. tbc, 2012. (Type: Journal Article | Links | BibTeX)
Garibaldi, JM; Zhou, SM; Wang, XY; John, RI; Ellis, IO (2012): Incorporation of expert variability into breast cancer treatment recommendation in designing clinical protocol guided fuzzy rule system models. In: Journal of Biomedical Informatics, 45(3) , pp. 447–459, 2012. (Type: Journal Article | Links | BibTeX)
Miller, Simon; Gongora, Mario; Garibaldi, Jon; John, Robert (2012): Interval Type-2 Fuzzy Modelling and Stochastic Search for Real-World Inventory Management. In: Soft Computing, 16(8) , pp. 1447-1459, 2012. (Type: Journal Article | Links | BibTeX)
Mysara, Mohamed; Elhefnawi, Mahmoud; Garibaldi, Jonathan (2012): MysiRNA: Improving siRNA efficacy prediction using a machine-learning model combining multi-tools and whole stacking energy. In: Journal of Biomedical Informatics, 45(3) , pp. 528–534, 2012. (Type: Journal Article | BibTeX)
Syed, Binafsha; Green, Andrew; Soria, Daniele; Paish,; Garibaldi, Jonathan; Morgan,; Ellis, Ian; Cheung, Kwok (2012): Novel biological features of early operable primary breast cancer in older women — Based on molecular characterisation using partitional clustering. In: Journal of Geriatric Oncology, 3 Supplement 1 , pp. S36-S37, 2012. (Type: Journal Article | Links | BibTeX)
Soria, Daniele; Garibaldi, Jonathan; Ambrogi, Federico; Biganzoli, Elia; Ellis, Ian (2011): A ‘Non-Parametric’ Version of the Naive Bayes Classifier. In: Knowledge-Based Systems, 24 , pp. 775-784, 2011. (Type: Journal Article | Links | BibTeX)
Zhou, SM; Chiclana,; John, RI; Garibaldi, JM (2011): Alpha-Level Aggregation: A Practical Approach to Type-1 OWA Operation for Aggregating Uncertain Information with Applications to Breast Cancer Treatments. In: IEEE Transactions on Knowledge and Data Engineering, 23(10) , pp. 1455-1468, 2011. (Type: Journal Article | BibTeX)
Biganzoli, Elia; Coradini, Danila; Ambrogi, Federico; Garibaldi, Jonathan; Lisboa, Paulo; Soria, Daniele; Green, Andrew; Pedriali, Massimo; Piantelli, Mauro; Querzoli, Patrizia; Demicheli, Romano; Boracchi, Patrizia (2011): p53 Status Identifies Two Subgroups of Triple-negative Breast Cancers with Distinct Biological Features. In: Japanese Journal of Clinical Oncology, 41 (2) , pp. 172-179, 2011. (Type: Journal Article | Links | BibTeX)
Sun, Jianyong; Garibaldi, Jonathan; Hodgman, Charlie (2011): Parameter Estimation Using Meta-Heuristics in Systems Biology: A Comprehensive Review. In: IEEE Transactions on Computational Biology and Bioinformatics, tbc , pp. tbc, 2011. (Type: Journal Article | BibTeX)
Soria, Daniele; Garibaldi, Jonathan; Ambrogi, Federico; Green, Andrew; Powe, Des; Rakha, Emad; Macmillan, Douglas; Blamey, Roger; Ball, Graham; Lisboa, Paulo; Etchells, Terence; Boracchi, Patrizia; Biganzoli, Elia; Ellis, Ian (2010): A Methodology to Identify Consensus Classes from Clustering Algorithms Applied to Immunohistochemical Data from Breast Cancer Patients. In: Computers in Biology and Medicine, 40 , pp. 318-330, 2010. (Type: Journal Article | Links | BibTeX)
Glaab, Enrico; Garibaldi, Jonathan; Krasnogor, Natalio (2010): ArrayMining: A Modular Web-Application for Microarray Analysis Combining Ensemble and Consensus Methods with Cross-Study Normalization. In: BMC Bioinformatics, 10 (358) , 2010. (Type: Journal Article | Links | BibTeX)
Jarman, Ian; Etchells, Terence; Bacciu, Davide; Garibaldi, Jonathan; Ellis, Ian; Lisboa, Paulo (2010): Clustering of Protein Expression Data: A Benchmark of Statistical and Neural Approaches. In: Soft Computing, 15 (8) , pp. 1459-1469, 2010. (Type: Journal Article | Links | BibTeX)
Widera, Pawel; Garibaldi, Jonathan; Krasnogor, Natalio (2010): GP Challenge: Evolving The Energy Function For Protein Structure Prediction. In: Genetic Programming and Evolvable Machines, 11 (1) , pp. 61-88, 2010. (Type: Journal Article | Links | BibTeX)
Zhou, Shang-Ming; Chiclana, Francisco; John, Robert; Garibaldi, Jonathan (2010): On Aggregating Uncertain Information by Type-2 OWA Operators for Soft Decision Making. In: International Journal of Intelligent Systems, 25 (6) , pp. 540–558, 2010. (Type: Journal Article | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2010): Real-world Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms. In: Evolutionary Intelligence, 3 (3) , pp. 123-136, 2010. (Type: Journal Article | Links | BibTeX)
Sun, Jianyong; Kaban, Ata; Garibaldi, Jonathan (2010): Robust Mixture Modeling using Pearson Type VII Distribution. In: Pattern Recognition Letters, 31 , pp. 2447-2454, 2010. (Type: Journal Article | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2010): Two-Timescale Learning Using Idiotypic Behaviour Mediation For A Navigating Mobile Robot. In: Journal of Applied Soft Computing, 10 (3) , pp. 876-887, 2010. (Type: Journal Article | Links | BibTeX)
Asmuni, Hishammudin; Burke, Edmund; Garibaldi, Jonathan; McCollum, Barry; Parkes, Andrew (2009): An Investigation of Fuzzy Multiple Heuristic Orderings in the Construction of University Examination Timetables. In: Computers and Operations Research, 36 (4) , pp. 981-1001, 2009. (Type: Journal Article | Links | BibTeX)
Li, Lin; Garibaldi, Jonathan; Krasnogor, Natalio (2009): Automated Self-assembly Programming Paradigm: The Impact of Network Topology. In: International Journal of Intelligent Systems, 24 (7) , pp. 793-817, 2009. (Type: Journal Article | Links | BibTeX)
Soria, Daniele; Garibaldi, Jonathan; Ambrogi, Federico; Boracchi, Patrizia; Raimondi, Elena; Biganzoli, Elia (2009): Cancer profiles by affinity propagation. In: International Journal of Knowledge Engineering and Soft Data Paradigms (IJKESDP), 1 , pp. 195-215, 2009. (Type: Journal Article | Links | BibTeX)
Elsheikh, Somaia; Green, Andrew; Rakha, Emad; Powe, Des; Ahmed, Rabab; Collins, Hilary; Soria, Daniele; Garibaldi, Jonathan; Paish, Claire; Ammar, Amr; Grainge, Matthew; Ball, Graham; Abdelghany, Magdy; Martinez-Pomares, Luisa; Heery, David; Ellis, Ian (2009): Global Histone Modifications in Breast Cancer Correlate with Tumor Phenotypes, Prognostic Factors, and Patient Outcome. In: Cancer Research, 69 (9) , pp. 3802-3809, 2009. (Type: Journal Article | Links | BibTeX)
Zhou, Shang-Ming; Garibaldi, Jonathan; John, Robert; Chiclana, Francisco (2009): On Constructing Parsimonious Type-2 Fuzzy Logic Systems via Influential Rule Selection. In: IEEE Transactions on Fuzzy Systems, 17 (3) , pp. 654-667, 2009. (Type: Journal Article | Links | BibTeX)
Baxter, Joseph; Burke, Edmund; Jonathan M. Garibaldi, (2009): Shared Potential Fields and their place in a Multi-robot Co-ordination Taxonomy. In: Robotics and Autonomous Systems, 57 (10) , pp. 1048-1055, 2009. (Type: Journal Article | Links | BibTeX)
Jaina, Pooja; Garibaldib, Jonathan; Hirst, Jonathan (2009): Supervised machine learning algorithms for protein structure classification. In: Computational Biology and Chemistry, 33 (3) , pp. 216-223, 2009. (Type: Journal Article | Links | BibTeX)
Whitbrook, Amanda; Aickelin, Uwe; Garibaldi, Jonathan (2009): The Use of Probabilistic Systems to Mimic the Behaviour of Idiotypic AIS Robot Controllers. In: Journal of Systemics, Cybernetics and Informatics, 7 (6) , pp. 72-79, 2009. (Type: Journal Article | Links | BibTeX)
John, Robert; Zhou, Shang-Ming; Garibaldi, Jonathan; Chiclana, Francisco (2008): Automated Group Decision Making Support Systems Under Uncertainty: Trends and Future Research. In: International Journal of Computational Intelligence Research, 4 (4) , pp. 357-371, 2008. (Type: Journal Article | Links | BibTeX)
Oates, Robert; Kendall, Graham; Garibaldi, Jonathan (2008): Frequency Analysis for Dendritic Cell Population Tuning. In: Evolutionary Intelligence, 1 , pp. 145-157, 2008. (Type: Journal Article | Links | BibTeX)
Green, Andrew; Garibaldi, Jonathan; Soria, Daniele; Ambrogi, Federico; Powe, Desmond; Ball, Graham; Lisboa, Paulo; Boracchi, Patrizia; Biganzoli, Elia; Ellis, Ian (2008): Identification and Definition of Novel Clinical Phenotypes of Breast Cancer through Concensus Derived from Automated Clustering Methods. In: Breast Cancer Research, 10 , pp. S36, 2008. (Type: Journal Article | Links | BibTeX)
Green, Andrew; Garibaldi, Jonathan; Soria, Daniele; Ambrogi, Federico; Powe, Desmond; Ball, Graham; Lisboa, Paulo; Boracchi, Patrizia; Biganzoli, Elia; Ellis, Ian (2008): Identification of Key Breast Cancer Phenotypes. In: European Journal of Cancer Supplements, 6 (7) , pp. 183, 2008. (Type: Journal Article | BibTeX)
Green, Andrew; Garibaldi, Jonathan; Soria, Daniele; Ambrogi, Federico; Powe, Desmond; Ball, Graham; Lisboa, Paulo; Boracchi, Patrizia; Biganzoli, Elia; Ellis, Ian (2008): Identification of Novel Clinical Phenotypes of Breast Cancer by Immunohistochemical Analysis. In: Modern Pathology, 21 , pp. 34a, 2008. (Type: Journal Article | BibTeX)
207 entries « 1 of 5 »

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