Selected Papers from AusDM
Graham J. Williams, Simeon J. Simoff (Eds.):
Data Mining - Theory, Methodology, Techniques, and Applications.
Lecture Notes in Computer Science 3755 Springer 2006, ISBN 3-540-32547-6 BibTeX
The collection of chapters is based on works presented at the Australasian Data Mining conference series and industry forums.
State-of-the-Art in Research
Methodological Advances
- Geoffrey I. Webb, Damien Brain:
Generality Is Predictive of Prediction Accuracy.
1-13
Electronic Edition (link) BibTeX
- Ben Raymond, Lee Belbin:
Visualisation and Exploration of Scientific Data Using Graphs.
14-27
Electronic Edition (link) BibTeX
- Xingwen Wang, Joshua Zhexue Huang:
A Case-Based Data Mining Platform.
28-38
Electronic Edition (link) BibTeX
- Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín:
Consolidated Trees: An Analysis of Structural Convergence.
39-52
Electronic Edition (link) BibTeX
- José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Aitzol Astigarraga:
K Nearest Neighbor Edition to Guide Classification Tree Learning: Motivation and Experimental Results.
53-63
Electronic Edition (link) BibTeX
- Shiying Huang, Geoffrey I. Webb:
Efficiently Identifying Exploratory Rules' Significance.
64-77
Electronic Edition (link) BibTeX
- N. R. Achuthan, Raj P. Gopalan, Amit Rudra:
Mining Value-Based Item Packages - An Integer Programming Approach.
78-89
Electronic Edition (link) BibTeX
- Heungkyu Lee, Sunmee Kang, Hanseok Ko:
Decision Theoretic Fusion Framework for Actionability Using Data Mining on an Embedded System.
90-104
Electronic Edition (link) BibTeX
- Richi Nayak, Tian Qiu:
Use of Data Mining in System Development Life Cycle.
105-117
Electronic Edition (link) BibTeX
- Yalei Hao, Gerald Quirchmayr, Markus Stumptner:
Mining MOUCLAS Patterns and Jumping MOUCLAS Patterns to Construct Classifiers.
118-129
Electronic Edition (link) BibTeX
Data Linkage
Text Mining
Temporal and Sequence Mining
- Yihao Zhang, Mehmet A. Orgun, Weiqiang Lin, Warwick Graco:
An Application of Time-Changing Feature Selection.
203-217
Electronic Edition (link) BibTeX
- Hung Kook Park, Byoungho Song, Hyeon-Joong Yoo, Dae Woong Rhee, Kang Ryoung Park, Juno Chang:
A Data Mining Approach to Analyze the Effect of Cognitive Style and Subjective Emotion on the Accuracy of Time-Series Forecasting.
218-228
Electronic Edition (link) BibTeX
- Carl Mooney, Denise de Vries, John F. Roddick:
A Multi-level Framework for the Analysis of Sequential Data.
229-243
Electronic Edition (link) BibTeX
State-of-the-Art in Applications
Health
- Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner:
Hierarchical Hidden Markov Models: An Application to Health Insurance Data.
244-259
Electronic Edition (link) BibTeX
- Jie Chen, Hongxing He, Huidong Jin, Damien McAullay, Graham J. Williams, Chris Kelman:
Identifying Risk Groups Associated with Colorectal Cancer.
260-272
Electronic Edition (link) BibTeX
- Nitin Gupta, Nitin Mangal, Kamal Tiwari, Pabitra Mitra:
Mining Quantitative Association Rules in Protein Sequences.
273-281
Electronic Edition (link) BibTeX
- Xuanyang Xie, Xi Li, Shouhong Wan, Yuchang Gong:
Mining X-Ray Images of SARS Patients.
282-294
Electronic Edition (link) BibTeX
Finance and Retail
Copyright © Sat May 16 22:59:09 2009
by Michael Ley (ley@uni-trier.de)
