Articles

Empowering data sources to manage clinical data (with Emma Chavez), The 23RD IEEE international symposium on computer-based medical systems (2010)
 

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Enhancing stockmarket trading performance with ANNs (with Bruce Vanstone), Expert systems with applications (2010)

Artificial Neural Networks (ANNs) have been repeatedly and consistently applied to the domain of trading...

 

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Strategic ICT alignment in emergency management (with Marcus Vogt, Kieth Hales, and Dieter Hertweck), 7th international ISCRAM conference (2010)

This paper shows preliminary results of an ongoing research project on the benefits of Strategic...

 

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The next generation demand network in quick response systems: Intelligent products, packet switching and dynamic information (with Jeffrey Barker), Information Technology papers (2010)

This chapter discusses several innovations in information and communication technology and develops their potential to...

 

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Fundamental investment research – Do US results apply to Australian investors? (with Bruce Vanstone and Tobias Hahn), JASSA: The Finsia journal of applied finance (2009)

For many investors, the financial crisis of 2008 and 2009 has sparked renewed interest in...

 

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Intelligent Products in Supply/Demand Networks: Steps to Developing a Simulation Environment for Concept Evaluation (with Jeffrey Barker), ACIS 2009 Proceedings (2009)

Supply/Demand networks are undergoing rapid changes with the increasing use of dynamic rather than static...

 

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An empirical methodology for developing stockmarket trading systems using artificial neural networks (with Bruce J. Vanstone), Expert systems with applications (2009)

A great deal of work has been published over the past decade on the application...

 

Financial Trading Systems using Artificial Neural Networks (with Bruce Vanstone), Information Technology papers (2009)
 

A fuzzy logic approach to experience-based reasoning (with Zhaohao Sun), Information Technology papers (2007)

Experience-based reasoning (EBR) is a reasoning paradigm that has been used in almost every human...

 

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Enhancing existing stockmarket trading strategies using Artificial Neural Networks: A Case Study (with Bruce J. Vanstone), Information Technology papers (2007)

Developing financially viable stockmarket trading systems is a difficult, yet rea-sonably well understood process. Once...

 

U-commerce and trust in digital ecosystems (with Hong Shi and Jeffrey Barker), Information Technology papers (2007)

The digital ecosystem model provides a useful paradigm to view the interaction of competing and...

 

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ERP-ORE: A Framework to Measure Organizational Risk during ERP Systems Evolution in a Distribution Business (with Aditya Agrawal and Padmanabhan Krishnan), ACIS 2007 Proceedings (2007)

Enterprise Resource Planning systems evolution initiatives often represent the single largest investment (and therefore risk)...

 

Negotiation, trust and experience management in e-supply chains (with Zhaohao Sun), Information Technology papers (2007)

This chapter reviews fundamentals of e-supply chain management and examines the transformation from the traditional...

 

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Combining Technical Analysis and Neural Networks in the Australian Stockmarket (with Bruce Vanstone ), Information Technology papers (2006)

One of the greatest difficulties facing a stock trader or investment manager is the stock...

 

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Evaluating the Application of Neural Networks and Fundamental Analysis in the Australian Stockmarket (with Bruce Vanstone and Clarence Tan), Information Technology papers (2005)

This paper evaluates the use of an artificial neural network within a stockmarket trading strategy....

 

Abductive case-based reasoning (with Zhaohao Sun and Klaus Weber), International Journal of Intelligent Systems (2005)

This article introduces abductive case-based reasoning (CBR) and attempts to show that abductive CBR and...

 

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MEBRS: A multiagent architecture for an experience based reasoning system (with Zhaohao Sun), Information Technology papers (2005)

This paper reviews eight different inference rules for experience based reasoning (EBR), and proposes a...

 

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A Model for Global Material Management using Dynamic Information (with Jeffrey Barker), AMCIS 2004 Proceedings (2004)
 

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Learning Agents for Dynamic Supply Network Management (with Jeffrey Barker), AMCIS 2004 Proceedings (2004)
 

A unified logical model for CBR-based e-commerce systems (with Zhaohao Sun), International Journal of Intelligent Systems (2004)

This article examines new issues resulting from applying case-based reasoning (CBR) in e-commerce and proposes...

 

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Experience Based Reasoning for Recognising Fraud and Deception (with Zhaohao Sun), Information Technology papers (2004)

Fraud, deception and their recognition have received increasing attention in multiagent systems (MAS), e-commerce, and...

 

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Applying Fundamental Analysis and Neural Networks in the Australian Stockmarket (with Bruce J. Vanstone and Clarence Tan), Information Technology papers (2004)

This paper demonstrates how Neural Networks may be successfully applied to the problem of security...

 

Case base building with similarity relations (with Zhaohao Sun and Klaus Weber), Information Sciences (2004)

This paper has two main contributions. Firstly, it shows that similarity relations are an adequate...

 

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Enhancing Security Selection in the Australian Stockmarket using Fundamental Analysis and Neural Networks (with Bruce Vanstone and Clarence Tan), Information Technology papers (2004)

This paper examines financial trading from the aspect of security selection. In practice, it is...

 

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A multi-agent model for cooperation and negotiation in supply networks (with Jeffrey Barker and Zhaohao Sun), 10th Americas Conference on Information Systems (AMCIS) 2004 (2004)

Automation of inter-organizational cooperation and negotiation in supply networks with dynamic information flow needs intelligent...

 

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Evolving platforms for process integration in supply networks (with Jeffrey Barker), Information Technology papers (2004)

Information and Communication Technology (ICT) platforms have evolved over time to assist in process integration,...

 

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Enhancing security selection in the Australian Stockmarket using fundamental analysis and neural networks (with Bruce Vanstone and Clarence Tan), IASTED International Conference on Artificial Intelligence and Soft Computing (2004)
 

A logical foundation for the case-based reasoning cycle (with Zhaohao Sun), International Journal of Intelligent Systems (2003)

Case-based reasoning (CBR) has drawn considerable attention in artificial intelligence (AI) fields with many successful...

 

R5 model for case-based reasoning (with Zhaohao Sun), Knowledge-Based Systems (2003)

This paper reviews some existing models of case-based reasoning (CBR) such as the R4 model...

 

Similarity and metrics in case-based reasoning (with Zhaohao Sun), International Journal of Intelligent Systems (2002)

Similarity is a core concept in case-based reasoning (CBR), because case base building, case retrieval,...

 

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Multiagent Brokerage with CBR (with Zhaohao Sun), ACIS 2001 Proceedings (2001)

This paper classifies multiagent-based e-commerce into multiagent-based auction, multiagent-based mediation and multiagent-based brokerage and gives...

 

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AI Tools for Software Development Effort Estimation (with Gerhard E. Wittig), Information Technology papers (1996)

Software development involves a number of interrelated factors which affect development effort and productivity. Since...

 

Books

Intelligent techniques in e-commerce (with Zhaohao Sun), Information Technology papers (2004)

This comprehensive and in-depth study on intelligent techniques in e-commerce offers a general introduction to...

 

Book Chapters

A taxonomy of e-health standards to assist system developers (with Emma Chavez and Padmanabhan Krishnan), Information systems development: Towards a service provision society (2009)

Building e-health systems requires a good understanding of the range and characteristics of many relevant...

 

Designing short term trading systems with artificial neural networks (with Bruce Vanstone and Tobias Hahn), Advances in electrical engineering and computational science (2009)

There is a long established history of applying Artificial Neural Networks (ANNs) to financial data...

 

ORE: A framework to measure organizational risk during information systems evolution (with Aditya Agrawal and Padmanabhan Krishnan), Information systems development: Challenges in practice, theory and education (2009)

Information systems (IS) change initiatives often represent the single largest investment (and therefore risk) for...

 

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Experience management in knowledge management (with Zhaohao Sun), Knowledge-based intelligent information and engineering systems: Part 1 (2005)

This paper examines experience and knowledge, experience management and knowledge management, and their interrelationships. It...

 

Conference Papers

A push-based health information framework to monitor heart disease patients in real time (with Emma Chavez-Mora), 2011 International Conference on Medical Information and Bioengineering: ICMIB 2011 (2011)
 

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Stockmarket trading using fundamental variables and neural networks (with Bruce Vanstone and Tobias Hahn), Paper to be presented at ICONIP 2010: 17th International Conference on Neural Information Processing (2010)

This paper uses a neural network methodology developed by Vanstone & Finnie[1] to develop a...

 

A real time multiagent information systems architecture for actively monitoring chronic diseases (with Emma Chavez Mora), 19th International conference on Information Systems Development (ISD2010) (2010)
 

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Financial time series forecasting with machine learning techniques: A survey (with Bjoern Krollner and Bruce Vanstone), Paper presented at the European symposium on artificial neural networks: Computational and machine learning (2010)

Stock index forecasting is vital for making informed investment decisions. This paper surveys recent literature...

 

Returns to selecting value stocks in Australia – The Aby filters (with Bruce Vanstone and Tobias Hahn), Paper to be presented at the 22nd Australasian finance and banking conference (2009)

The development of the Financial Crisis throughout 2008 and into 2009 has caused many fund...

 

Applying use cases to describe the role of standards in e-health information systems (with Emma Chavez-Mora and Padmanabhan Krishnan), 18th International conference on Information Systems Development (ISD2009) (2009)
 

Viewing demand networks with intelligent products as digital business ecosystems (with Jeffrey Barker), Third IEEE international conference on digital ecosystems and technologies: Cyber engineering and human space computing (IEEE-DEST 2009) (2009)

The business digital ecosystem is based on autonomous proactive agents that act for their own...

 

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Real-time business intelligence in multi-agent adaptive supply networks (with Jeffrey Barker), IEEE international conference on e-Technology, e-Commerce and e-Service (IEEE 2005) (2005)

The increasing speed and complexity of inter-organisational communication in supply networks requires effective automation. Multi-agent...

 

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Trust and Deception in Multi-agent Trading Systems: A Logical Viewpoint (with Zhaohao Sun and Jeff Barker), AMCIS 2005 Proceedings (2005)

Trust and deception have been of concern to researchers since the earliest research into multi-agent...

 

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Adaptive agents for supply networks (with Jeffrey Barker), Proceedings of the 6th International Conference on Enterprise Information Systems (ICEIS 2004): Software agents and internet computing (2004)

Dynamic information flow in esupply networks requires that buyers and suppliers have the ability to...

 

Other

A Unified 2D Representation of Fuzzy Reasoning, CBR and Experience Based Reasoning (with Zhaohao Sun), Gavin Finnie (2006)

Fuzzy reasoning, case-based reasoning (CBR) and experience-based reasoning (EBR)or natural reasoning have been seriously studied...

 

Four New Fuzzy Inference Rules for Experience Based Reasoning (with Zhaohao Sun and Junquing Sun), Gavin Finnie (2005)

Experience-based reasoning (EBR) is a reasoning paradigm used in almost every human activity such as...