Jonathan Garibaldi

University of Nottingham - School of Computer Science

Jubilee Campus

Wollaton Road

Nottingham, NG8 1BB

United Kingdom

SCHOLARLY PAPERS

29

DOWNLOADS

253

SSRN CITATIONS
Rank 45,834

SSRN RANKINGS

Top 45,834

in Total Papers Citations

4

CROSSREF CITATIONS

11

Scholarly Papers (29)

1.

Using Clustering to Extract Personality Information from Socio Economic Data

Number of pages: 8 Posted: 26 Aug 2016
Alexandros Ladas, Uwe Aickelin, Jonathan Garibaldi and Eamonn Ferguson
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science and University of Nottingham - School of Psychology
Downloads 16 (687,283)
Citation 1

Abstract:

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Data Mining; Clustering; Behavior Mining; Personality Psychology

2.

Personalising Mobile Advertising Based on Users’ Installed Apps

Number of pages: 8 Posted: 23 Aug 2016
Jenna Reps, Uwe Aickelin, Jonathan Garibaldi and Chris Damski
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science and Opera Mediaworks
Downloads 15 (694,774)

Abstract:

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3.

A Novel Semi-Supervised Algorithm for Rare Prescription Side Effect Discovery

IEEE Journal of Biomedical and Health Informatics, Volume 18, Issue 2, p. 537-547, March 2014
Number of pages: 27 Posted: 18 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Westminster, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 15 (694,774)

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Adverse Drug Reaction, THIN, Semi-Supervised Clustering, MUTARA, Observed Expected Ratio

4.

Comparing Data-Mining Algorithms Developed for Longitudinal Observational Databases

Number of pages: 8 Posted: 28 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 14 (702,608)
Citation 1

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5.

Towards a More Systematic Approach to Secure Systems Design and Analysis

International Journal of Software Engineering and Knowledge Engineering, Vol. 4(1), p. 11-30, May 2013
Number of pages: 23 Posted: 18 Aug 2016
Simon Miller, Susan Appleby, Jonathan Garibaldi and Uwe Aickelin
University of Nottingham, CESG, University of Nottingham - School of Computer Science and University of Melbourne - School of Computing and Information Systems
Downloads 14 (702,608)
Citation 1

Abstract:

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Secure Systems Design, Expert Decision Making, Aggregation, Group Decision Making, Interval-Value Survey Data, Ordered Weighted Average

6.

Comparison of Algorithms That Detect Drug Side Effects Using Electronic Healthcare Databases

Soft Computing, Volume 17, Issue 12, pp 2381–2397, Dec 2013
Number of pages: 19 Posted: 18 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Westminster, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 14 (702,608)

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Adverse Drug Event, Electronic Healthcare Database, Longitudinal Observational Database, MUTARA, HUNT, Observed Expected Ratio, Disproportionality Methods

7.

A Data Mining Framework to Model Consumer Indebtedness with Psychological Factors

Number of pages: 9 Posted: 23 Aug 2016
Alexandros Ladas, Eamonn Ferguson, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham - School of Computer Science, University of Nottingham - School of Psychology, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 13 (710,581)
Citation 2

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8.

Modelling Cyber-Security Experts’ Decision Making Processes Using Aggregation Operators

Number of pages: 44 Posted: 16 Sep 2016
Simon Miller, Christian Wagner, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham, University of Nottingham, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 12 (718,545)

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9.

Signalling Paediatric Side Effects Using an Ensemble of Simple Study Designs

Drug Safety, Volume 37, Issue 3, pp 163–170, March 2014
Number of pages: 14 Posted: 18 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Westminster, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 10 (734,291)

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10.

The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms

Number of pages: 12 Posted: 11 Jul 2017
Uwe Aickelin, Amanda Whitbrook and Jonathan Garibaldi
University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science and University of Nottingham - School of Computer Science
Downloads 9 (742,397)

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11.

Genetic Algorithm Seeding of Idiotypic Networks for Mobile-Robot Navigation

Number of pages: 10 Posted: 08 Jul 2017
Amanda Whitbrook, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 9 (742,397)
Citation 5

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mobile-robot navigation, genetic algorithm, artificial immune system, idiotypic network

12.

Augmented Neural Networks for Modelling Consumer Indebtness

Number of pages: 8 Posted: 24 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, Instituto Tecnológico de Aeronáutica (ITA) and University of Melbourne - School of Computing and Information Systems
Downloads 9 (742,397)

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Knowledge Discovery, Neural Networks, Regression, Consumer Debt Analysis

13.

A Supervised Adverse Drug Reaction Signalling Framework Imitating Bradford Hill's Causality Considerations

Number of pages: 24 Posted: 18 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 9 (742,397)

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Big Data, Pharmacovigilance, Longitudinal Observational Data, Causal Effects

14.

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

Number of pages: 6 Posted: 26 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 8 (750,440)

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15.

Examining the Classification Accuracy of TSVMs with Feature Selection in Comparison with the GLAD Algorithm

Number of pages: 5 Posted: 10 Jul 2017
Hala Helmi, Jonathan Garibaldi and Uwe Aickelin
Independent, University of Nottingham - School of Computer Science and University of Melbourne - School of Computing and Information Systems
Downloads 7 (758,583)

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16.

Performance Measurement Under Increasing Environmental Uncertainty in the Context of Interval Type-2 Fuzzy Logic Based Robotic Sailing

Number of pages: 8 Posted: 26 Aug 2016
Naisan Benatar, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 7 (758,583)
Citation 1

Abstract:

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Interval Type-2 Fuzzy, Robot Boat control, Fuzzy Control, Performance measures, Uncertainty

17.

Real-World Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms

Evol. Intel., DOI 10.1007/s12065-010-0039-7
Number of pages: 22 Posted: 19 Aug 2016
Amanda Whitbrook, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 7 (758,583)

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Artificial immune systems (AIS), Idiotypic networks, Evolutionary robotics, Cross platform transfer, Genetic algorithms

18.

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

Number of pages: 8 Posted: 15 Aug 2016
Amanda Whitbrook, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 7 (758,583)

Abstract:

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Artificial immune system (AIS), behaviour arbitration, idiotypic network theory, reinforcement learning (RL), robot controller

19.

A Comparison of Non-Stationary, Type-2 and Dual Surface Fuzzy Control

Number of pages: 8 Posted: 03 Jul 2017
Naisan Benatar, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 6 (766,620)
Citation 1

Abstract:

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Interval Type-2 Fuzzy, Robot Boat control, Fuzzy Control, Non-stationary

20.

The Application of a Dendritic Cell Algorithm to a Robotic Classifier

Number of pages: 12 Posted: 29 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science and University of Nottingham
Downloads 6 (766,620)
Citation 2

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21.

An Investigation into the Relationship between Type-2 Fou Size and Environmental Uncertainty in Robotic Control

Number of pages: 8 Posted: 28 Aug 2016
Naisan Benatar, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 6 (766,620)
Citation 1

Abstract:

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Interval Type-2 Fuzzy, Robot Boat control, Fuzzy Control, Uncertainty

22.

Attributes for Causal Inference in Electronic Healthcare Databases

Number of pages: 2 Posted: 25 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 6 (766,620)

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23.

Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework

Number of pages: 8 Posted: 23 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham, University of Nottingham - School of Computer Science and University of Melbourne - School of Computing and Information Systems
Downloads 6 (766,620)

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24.

Two-Timescale Learning Using Idiotypic Behaviour Mediation for a Navigating Mobile Robot

Applied Soft Computing, 10 (2010) 876-887
Number of pages: 40 Posted: 21 Aug 2016
Amanda Whitbrook, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 6 (766,620)

Abstract:

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Mobile-robot navigation, Genetic algorithm, Artificial immune systems, Idiotypic network, Reinforcement learning, Behaviour mediation

25.

Mimicking the Behaviour of Idiotypic AIS Robot Controllers Using Probabilistic Systems

Number of pages: 7 Posted: 11 Jul 2017
Amanda Whitbrook, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 5 (774,490)

Abstract:

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Artificial immune system (AIS), behaviour arbitration, idiotypic network theory, reinforcement learning (RL)

26.

Discovering Sequential Patterns in a UK General Practice Database

Number of pages: 4 Posted: 24 Aug 2016
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 5 (774,490)

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27.

An Idiotypic Immune Network As a Short-Term Learning Architecture for Mobile Robots

Number of pages: 12 Posted: 10 Sep 2016
Amanda Whitbrook, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 4 (782,369)

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28.

Tuning a Multiple Classifier System for Side Effect Discovery Using Genetic Algorithms

Number of pages: 8 Posted: 24 Aug 2016
Jenna Reps, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 4 (782,369)

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29.

Juxtaposition of System Dynamics and Agent-Based Simulation for a Case Study in Immunosenescence

Number of pages: 20 Posted: 18 Aug 2016
University of Nottingham - School of Computer Science, The University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science and University of Nottingham - School of Computer Science
Downloads 4 (782,369)

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