Outputs (5)

Classifying Mass Spectral Data Using SVM and Wavelet-Based Feature Extraction (2013)
Presentation / Conference Contribution

The paper investigates the use of support vector machines (SVM) in classifying Matrix-Assisted Laser Desorption Ionisation (MALDI) Time Of Flight (TOF) mass spectra. MALDI-TOF screening is a simple and useful technique for rapidly identifying microor... Read More about Classifying Mass Spectral Data Using SVM and Wavelet-Based Feature Extraction.

HURI - A novel algorithm for mining high utility rare itemsets (2013)
Presentation / Conference Contribution

In Data mining field, the primary task is to mine frequent itemsets from a transaction database using Association Rule Mining (ARM). Utility Mining aims to identify itemsets with high utilities by considering profit, quantity, cost or other user pref... Read More about HURI - A novel algorithm for mining high utility rare itemsets.

Understanding low back pain using fuzzy association rule mining (2013)
Presentation / Conference Contribution

A hybrid heuristic approach for attribute-oriented mining (2013)
Journal Article

We present a hybrid heuristic algorithm, clusterAOI, that generates a more interesting generalised table than obtained via attribute-oriented induction (AOI). AOI tends to overgeneralise as it uses a fixed global static threshold to cluster and gener... Read More about A hybrid heuristic approach for attribute-oriented mining.

Fuzzy classification in web usage mining using fuzzy quantifiers (2013)
Presentation / Conference Contribution

This paper proposes a new algorithm-FC-WPath, a fuzzy rule-based classification of weighted path traversals using fuzzy quantifiers for web usage mining. Web usage mining usually analyses frequent path traversals or frequent subgraphs where each path... Read More about Fuzzy classification in web usage mining using fuzzy quantifiers.