DynamicWEB: Adapting to Concept Drift in COBWEB (2010)
Joel Scanlan, Jacky Hartnett, Raymond Williams
Abstract. Examining concepts that change over time has been an active area of research within data mining. This paper presents a new method that functions in contexts where concept drift is present,...
classifier who wants to show (2010)
gratification for the expert image
DynamicWEB: Profile Correlation Using COBWEB (2010)
Joel Scanlan, Jacky Hartnett, Ray Williams
Abstract. Establishing relationships within a dataset is one of the core objectives of data mining. In this paper a method of correlating behaviour profiles in a continuous dataset is presented. The...
Abstract. One of the foundations of spatial analysis is the object. Objects can be many things varying from an actual feature which can be extracted from a scene to more abstract entities which are...
Developing Smart Spatial Systems Using CommonKADS (2008)
The aim of this paper is to show how spatial reasoning systems in a geographic context can be developed using CommonKADS. KADS was initiated as a "Structured methodology for the development...
Abstract A Fuzzy Approach For Detecting Anomalous Behaviour in E-mail Traffic (2008)
Mark Jynhuey Lim, Michael Negnevitsky, Jacky Hartnett
This paper investigates the use of fuzzy inference for detection of abnormal changes in email traffic communication behaviour....
A Fuzzy Approach For Detecting Anomalous Behaviour in E-mail Traffic (2006)
Lim, Mark JynHuey, Negnevitsky, Michael, Hartnett, Jacky
This paper investigates the use of fuzzy inference for detection of abnormal changes in email traffic communication behaviour. Several communication behaviour measures and metrics are defined for...
Catching Spam Before it Arrives: Domain Specific Dynamic Blacklists (2006)
Duncan Cook, Jacky Hartnett, Kevin Manderson, Kevin M, Joel Scanlan
The arrival of any piece of unsolicited and unwanted email (spam) into a user's email inbox is a problem. It results in real costs to organisations and possibly an increasing reluctance to use...
Personality Trait Based Simulation Model of the E-mail System Abstract (2005)
Mark Jyn-huey Lim, Michael Negnevitsky, Jacky Hartnett
Within the area of criminal and terrorist social network analysis, there is little research being done on analysing the communication behavior of criminal and terrorist groups. In this paper, we...