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AUSDM
2008
Springer
274views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Identifying Stock Similarity Based on Multi-event Episodes
Predicting stock market movements is always difficult. Investors try to guess a stock's behavior, but it often backfires. Thumb rules and intuition seems to be the major indi...
Abhi Dattasharma, Praveen Kumar Tripathi, Sridhar ...
AUSDM
2008
Springer
224views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Customer Event Rate Estimation Using Particle Filters
Estimating the rate at which events happen has been studied under various guises and in different settings. We are interested in the specific case of consumerinitiated events or t...
Harsha Honnappa
AUSDM
2008
Springer
230views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Combining Structure and Content Similarities for XML Document Clustering
This paper proposes a clustering approach that explores both the content and the structure of XML documents for determining similarity among them. Assuming that the content and th...
Tien Tran, Richi Nayak, Peter Bruza
AUSDM
2008
Springer
227views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Exploratory Mining over Organisational Communications Data
Exploratory data mining is fundamental to fostering an appreciation of complex datasets. For large and continuously growing datasets, such as obtained by regular sampling of an or...
Alan Allwright, John F. Roddick
AUSDM
2008
Springer
238views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Graphics Hardware based Efficient and Scalable Fuzzy C-Means Clustering
The exceptional growth of graphics hardware in programmability and data processing speed in the past few years has fuelled extensive research in using it for general purpose compu...
S. A. Arul Shalom, Manoranjan Dash, Minh Tue
AUSDM
2008
Springer
228views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Rare Association Rule Mining via Transaction Clustering
Yun Sing Koh, Russel Pears
AUSDM
2008
Springer
271views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Classification of Brain-Computer Interface Data
In this paper we investigate the classification of mental tasks based on electroencephalographic (EEG) data for Brain Computer Interfaces (BCI) in two scenarios: off line and on-l...
Omar AlZoubi, Irena Koprinska, Rafael A. Calvo
AUSDM
2008
Springer
188views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Priority Driven K-Anonymisation for Privacy Protection
Given the threat of re-identification in our growing digital society, guaranteeing privacy while providing worthwhile data for knowledge discovery has become a difficult problem. ...
Xiaoxun Sun, Hua Wang, Jiuyong Li
AUSDM
2008
Springer
221views Data Mining» more  AUSDM 2008»
14 years 1 months ago
Mining Medical Specialist Billing Patterns for Health Service Management
This paper presents an application of association rule mining in compliance in the context of health service management. There are approximately 500 million transactions processed...
Yin Shan, David Jeacocke, D. Wayne Murray, Alison ...
AUSDM
2008
Springer
258views Data Mining» more  AUSDM 2008»
14 years 1 months ago
wFDT - Weighted Fuzzy Decision Trees for Prognosis of Breast Cancer Survivability
Accurate and less invasive personalized predictive medicine can spare many breast cancer patients from receiving complex surgical biopsies, unnecessary adjuvant treatments and its...
Umer Khan, Hyunjung Shin, Jongpill Choi, Minkoo Ki...