Browsing Knowledge, Intelligence & Web Informatics Laboratory by Title
Now showing items 8-13 of 13
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Image saliency mapping and ranking using an extensible visual attention model based on MPEG-7 feature descriptors
In visual perception, finding regions of interest in a scene is very important in the carrying out visual tasks. Recently there have been a number of works proposing saliency detectors and visual attention models. In this ... -
Modelling semantic context for novelty detection in wildlife scenes
Novelty detection is an important functionality that has found many applications in information retrieval and processing. In this paper we propose a novel framework that deals with novelty detection for multiple-scene image ... -
The roof maintenance problem — a fuzzy expert system
Roof maintenance is an issue that has ongoing ramifications for property owners, all over the world. Determining accurately what maintenance should be taken is difficult, with often-conflicting evidence further complicating ... -
Software effort estimation: Harmonizing algorithms and domain knowledge in an integrated data mining approach
Software development effort estimation is important for quality management in the software development industry, yet its automation still remains a challenging issue. Applying machine learning algorithms alone often can ... -
A study on feature analysis for musical instrument classification
In tackling data mining and pattern recognition tasks, finding a compact but effective set of features has often been found to be a crucial step in the overall problem-solving process. In this paper we present an empirical ... -
The use of fuzzy tools for small scale decision support systems
This paper discusses the use of fuzzy tools in the realm of Decision Support Systems. I have investigated the possible use of a number of different paradigms against a novel problem - that of correctly classifying the ...